diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000000000000000000000000000000000000..6a7e76ccf65e4c42377e6bde25c7d357949cdd8d --- /dev/null +++ b/.gitattributes @@ -0,0 +1,65 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.lz4 filter=lfs diff=lfs merge=lfs -text +*.mds filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +# Audio files - uncompressed +*.pcm filter=lfs diff=lfs merge=lfs -text +*.sam filter=lfs diff=lfs merge=lfs -text +*.raw filter=lfs diff=lfs merge=lfs -text +# Audio files - compressed +*.aac filter=lfs diff=lfs merge=lfs -text +*.flac filter=lfs diff=lfs merge=lfs -text +*.mp3 filter=lfs diff=lfs merge=lfs -text +*.ogg filter=lfs diff=lfs merge=lfs -text +*.wav filter=lfs diff=lfs merge=lfs -text +# Image files - uncompressed +*.bmp filter=lfs diff=lfs merge=lfs -text +*.gif filter=lfs diff=lfs merge=lfs -text +*.png filter=lfs diff=lfs merge=lfs -text +*.tiff filter=lfs diff=lfs merge=lfs -text +# Image files - compressed +*.jpg filter=lfs diff=lfs merge=lfs -text +*.jpeg filter=lfs diff=lfs merge=lfs -text +*.webp filter=lfs diff=lfs merge=lfs -text +# Video files - compressed +*.mp4 filter=lfs diff=lfs merge=lfs -text +*.webm filter=lfs diff=lfs merge=lfs -text +subreddits_2025-01.jsonl filter=lfs diff=lfs merge=lfs -text +subreddits_2025-01_without_quarantine.jsonl filter=lfs diff=lfs merge=lfs -text +subreddits_2025-01_core.jsonl filter=lfs diff=lfs merge=lfs -text +subreddits_2025-01_type_public.jsonl filter=lfs diff=lfs merge=lfs -text +subreddits_2025-01_type_private.jsonl filter=lfs diff=lfs merge=lfs -text +subreddits_2025-01_type_restricted.jsonl filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..ac9d7bf4706416d39aa93d136437f7fd7c799864 --- /dev/null +++ b/README.md @@ -0,0 +1,272 @@ +# Reddit Data Archive & Analysis Pipeline + +## 📊 Overview + +A comprehensive pipeline for archiving, processing, and analyzing Reddit data from 2005 to 2025. This repository contains tools for downloading Reddit's historical data, converting it to optimized formats, and performing detailed schema analysis and community studies. + +## 🗂️ Repository Structure + +```bash +├── scripts/ # Analysis scripts +├── analysis/ # Analysis methods and visualizations +│ ├── original_schema_analysis/ # Schema evolution analysis +│ │ ├── comments/ # Comment schema analysis results +│ │ ├── figures/ # Schema analysis visualizations +│ │ └── submissions/ # Submission schema analysis results +│ │ ├── analysis_report_2005.txt +│ │ ├── analysis_report_2006.txt +│ │ └── ... +│ └── parquet_subreddits_analysis/ # Analysis of Parquet-converted data +│ ├── comments/ # Comment data analysis +│ ├── figures/ # Subreddit analysis visualizations +│ └── submissions/ # Submission data analysis +│ +├── analyzed_subreddits/ # Focused subreddit case studies +│ ├── comments/ # Subreddit-specific comment archives +│ │ └── RC_funny.parquet # r/funny comments (empty as of now) +│ ├── reddit-media/ # Media organized by subreddit and date +│ │ ├── content-hashed/ # Deduplicated media (content addressing) +│ │ ├── images/ # Image media +│ │ │ └── r_funny/ # Organized by subreddit +│ │ │ └── 2025/01/01/ # Daily structure for temporal analysis +│ │ └── videos/ # Video media +│ │ └── r_funny/ # Organized by subreddit +│ │ └── 2025/01/01/ # Daily structure +│ └── submissions/ # Subreddit-specific submission archives +│ └── RS_funny.parquet # r/funny submissions (empty as of now) +│ +├── converted_parquet/ # Optimized Parquet format (year-partitioned) +│ ├── comments/ # Comments 2005-2025 +│ │ ├── 2005/ ── 2025/ # Year partitions for efficient querying +│ └── submissions/ # Submissions 2005-2025 +│ ├── 2005/ ── 2025/ # Year partitions +│ +├── original_dump/ # Raw downloaded Reddit archives +│ ├── comments/ # Monthly comment archives (ZST compressed) +│ │ ├── RC_2005-12.zst ── RC_2025-12.zst # Complete 2005-2025 coverage +│ │ └── schema_analysis/ # Schema analysis directory +│ └── submissions/ # Monthly submission archives +│ ├── RS_2005-06.zst ── RS_2025-12.zst # Complete 2005-2025 coverage +│ └── schema_analysis/ # Schema evolution analysis reports +│ ├── analysis_report_2005.txt +│ └── ... +│ +├── subreddits_2025-01_* # Subreddit metadata (currently old January 2025 snapshot) +│ ├── type_public.jsonl # 2.78M public subreddits +│ ├── type_restricted.jsonl # 1.92M restricted subreddits +│ ├── type_private.jsonl # 182K private subreddits +│ └── type_other.jsonl # 100 other/archived subreddits +│ +├── .gitattributes # Git LFS configuration for large files +└── README.md # This documentation file +``` + +## 🏆 **Data Validation Layer** + +The **original_schema_analysis** acts as a **data quality validation layer** before any substantive analysis. + +### **Phase 1 vs Phase 2 Analysis** +``` +Original Schema Analysis vs Parquet Subreddits Analysis +───────────────────────────────────────────────────────────────────────────── +Raw data quality assessment Processed data insights +Longitudinal (2005-2025) Cross-sectional (subreddit focus) +Technical schema evolution Social/community patterns +Data engineering perspective Social science perspective +Low-level field statistics High-level behavioral patterns +"What fields exist?" "What do people do?" +``` + +## 📈 Dataset Statistics + +### Subreddit Ecosystem (January 2025) +- **Total Subreddits:** 21,865,152 +- **Public Communities:** 2,776,279 (12.7%) +- **Restricted:** 1,923,526 (8.8%) +- **Private:** 182,045 (0.83%) +- **User Profiles:** 16,982,966 (77.7%) + +### Content Scale (January 2025 Example) +- **Monthly Submissions:** ~39.9 million +- **Monthly Comments:** ~500+ million (estimated) +- **NSFW Content:** 39.6% of submissions +- **Media Posts:** 34.3% on reddit media domains + +### Largest Communities +1. **r/funny:** 66.3M subscribers (public) +2. **r/announcements:** 305.6M (private) +3. **r/XboxSeriesX:** 5.3M (largest restricted) + +## 🛠️ Pipeline Stages + +### Stage 1: Data Acquisition +- Download monthly Pushshift/Reddit archives +- Compressed ZST format for efficiency +- Complete coverage: 2005-2025 + +### Stage 2: Schema Analysis +- Field-by-field statistical analysis +- Type distribution tracking +- Null/empty value profiling +- Schema evolution tracking (2005-2018 complete more coming soon) + +### Stage 3: Format Conversion +- ZST → JSONL decompression +- JSONL → Parquet conversion +- Year-based partitioning for query efficiency +- Columnar optimization for analytical queries + +### Stage 4: Community Analysis +- Subreddit categorization (public/private/restricted/user) +- Subscriber distribution analysis +- Media organization by community +- Case studies of specific subreddits + +## 🔬 Analysis Tools + +### Schema Analyzer +- Processes JSONL files at 6,000-7,000 lines/second +- Tracks 156 unique fields in submissions +- Monitors type consistency and null rates +- Generates comprehensive statistical reports + +### Subreddit Classifier +- Categorizes 21.8M subreddits by type +- Analyzes subscriber distributions +- Identifies community growth patterns +- Exports categorized datasets + +### Media Organizer +- Content-addressable storage for deduplication +- Daily organization (YYYY/MM/DD) +- Subreddit-based categorization +- Thumbnail generation + +## 💾 Data Formats + +### Original Data +- **Format:** ZST-compressed JSONL +- **Compression:** Zstandard (high ratio) +- **Structure:** Monthly files (RC/RS_YYYY-MM.zst) + +### Processed Data +- **Format:** Apache Parquet +- **Compression:** Zst (columnar) +- **Partitioning:** Year-based (2005-2025) +- **Optimization:** Column pruning, predicate pushdown + +### Metadata +- **Format:** JSONL +- **Categorization:** Subreddit type classification +- **Timestamps:** Unix epoch seconds + + +## 🔧 Technical Design Decisions + +### Compression Strategy: Why ZST → JSONL → Parquet? + +This pipeline employs a tiered compression strategy based on access patterns: + +#### **Original Archives (ZST Compressed)** +- **Format:** `.zst` (Zstandard) compressed JSONL +- **Why ZST?** 6:1 compression ratio (36GB → 6GB) vs gzip's 4:1 +- **Trade-off:** 39.7s decompression time vs 26.8s raw read +- **Decision:** Keep only for archival; decompress once to JSONL + +#### **Analytical Storage (Parquet)** +- **Format:** Apache Parquet with zst compression +- **Why Parquet?** Columnar storage enables: + - Selective column reads (read 2/17 columns = 15s vs 55s) + - Built-in compression (36GB → 7GB = 5:1 ratio) + - Predicate pushdown (skip irrelevant rows) +- **Benchmark:** Metadata read in 4.9s vs 26.8s JSONL read + +## ⚡ Performance Benchmarks + +### File Processing Speeds (36GB Reddit Comments, Nov 2016) + +| Format | Size | Read Time | Compression | Notes | +|--------|------|-----------|-------------|-------| +| **ZST Compressed** | 6.0GB | 39.7s | 6:1 | Requires decompression penalty | +| **JSONL Raw** | 36GB | 26.8s | 1:1 | Fastest for repeated access | +| **Parquet** | 7.0GB | 4.9s* | 5:1 | Metadata only; queries 2-15s | + +## 🎯 Research Applications + +### Community Studies +- Subreddit lifecycle analysis +- Moderation pattern tracking +- Content policy evolution +- NSFW community dynamics + +### Content Analysis +- Media type evolution (2005-2025) +- Post engagement metrics +- Cross-posting behavior +- Temporal posting patterns + +### Network Analysis +- Cross-community interactions +- User migration patterns +- Community overlap studies +- Influence network mapping + +## 📊 Key Findings (Preliminary) + +### Subreddit Distribution +- **Long tail:** 89.4% of subreddits have 0 subscribers +- **Growth pattern:** Most communities start as user profiles +- **Restriction trend:** 8.8% of communities are restricted +- **Private communities:** Mostly large, established groups + +### Content Characteristics +- **Text dominance:** 40.7% of posts are text-only +- **NSFW prevalence:** 39.6% of content marked adult +- **Moderation scale:** 32% removed by Reddit, 36% by moderators +- **Media evolution:** Video posts growing (3% in Jan 2025) + + +## 📄 License & Attribution + +### Data Source +- Reddit Historical Data via Pushshift/Reddit API +- Subreddit metadata from Reddit API +- **Note:** Respect Reddit's terms of service and API limits + +### Code License +MIT License - See LICENSE file for details + +### Citation +If using this pipeline for research: +``` +Reddit Data Analysis Pipeline. (2025). Comprehensive archive and analysis +tools for Reddit historical data (2005-2025). GitHub Repository. +``` + +## 🆘 Support & Contributing + +### Issue Tracking +- Data quality issues: Report in schema analysis +- Processing errors: Check file integrity and formats +- Performance: Consider partitioning and compression settings + +### Contributing +1. Fork repository +2. Add tests for new analyzers +3. Document data processing steps +4. Submit pull request with analysis validation + +### Performance Tips +- Use SSD storage for active processing +- Enable memory mapping for large files +- Consider Spark/Dask for distributed processing +- Implement incremental updates for new data + +## 📚 Related Research +- Social network analysis +- Community detection algorithms +- Content moderation studies +- Temporal pattern analysis +- Cross-platform comparative studies + +--- diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2005.txt b/analysis/original_schema_analysis/submissions/analysis_report_2005.txt new file mode 100644 index 0000000000000000000000000000000000000000..3dd1c33829aedce3e2e5200552c7d50491a56747 --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2005.txt @@ -0,0 +1,3084 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2005 +Analysis Started: 2026-01-15 06:08:33 +Total files to process: 7 +================================================================================ + + +================================================================================ +FILE: RS_2005-06.jsonl +Analysis Time: 2026-01-15 06:08:33 +================================================================================ +Total lines: 103 +Processed lines: 103 +Total unique fields: 58 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:103 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 7.4 +Unique strings tracked: 29 +Top 5 string values: + 'kn0thing': 30 (29.1%) + 'spez': 8 (7.8%) + 'chickenlittle': 8 (7.8%) + 'tyrtle': 8 (7.8%) + 'r0gue': 7 (6.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 103/103 (100.0%) +Types: NoneType:101, str:2 +Null/Empty: null:101, empty_str:2 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 103/103 (100.0%) +Types: NoneType:103 +Null/Empty: null:103 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 103/103 (100.0%) +Types: NoneType:103 +Null/Empty: null:103 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 103/103 (100.0%) +Types: NoneType:101, str:2 +Null/Empty: null:101 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:103 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:101 (98.1%), false:2 (1.9%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:0 (0.0%), false:103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 103/103 (100.0%) +Types: int:103 +Numeric values: 103 total +Numeric range: min:1,119,552,233, max:1,120,172,562, avg:1119886598.3 +Numeric std dev: 215205.7 +Unique numbers tracked: 103 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 103/103 (100.0%) +Types: NoneType:103 +Null/Empty: null:103 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 12.6 +Unique strings tracked: 60 +Top 5 string values: + 'cnn.com': 14 (13.6%) + 'news.bbc.co.uk': 8 (7.8%) + 'nytimes.com': 6 (5.8%) + 'news.yahoo.com': 5 (4.9%) + 'wired.com': 4 (3.9%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:0 (0.0%), false:103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 103/103 (100.0%) +Types: int:103 +Numeric values: 103 total +Numeric range: min:0, max:6, avg:0.1 +Numeric std dev: 0.6 +Unique numbers tracked: 3 +Numeric values distribution: + 0: 101 (98.1%) + 6: 1 (1.0%) + 1: 1 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:0 (0.0%), false:103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:0 (0.0%), false:103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 2.9 +Unique strings tracked: 103 +Top 5 string values: + '87': 1 (1.0%) + '88': 1 (1.0%) + '89': 1 (1.0%) + '90': 1 (1.0%) + '91': 1 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:101 (98.1%), false:2 (1.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:0 (0.0%), false:103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:0 (0.0%), false:103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:0 (0.0%), false:103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 103/103 (100.0%) +Types: NoneType:103 +Null/Empty: null:103 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 103/103 (100.0%) +Types: list:103 +Null/Empty: empty_arr:103 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 103/103 (100.0%) +Types: NoneType:103 +Null/Empty: null:103 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:0 (0.0%), false:103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 103/103 (100.0%) +Types: NoneType:103 +Null/Empty: null:103 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 103/103 (100.0%) +Types: dict:103 +Null/Empty: empty_obj:103 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:24 (23.3%), false:79 (76.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 103/103 (100.0%) +Types: int:103 +Numeric values: 103 total +Numeric range: min:0, max:390, avg:4.2 +Numeric std dev: 38.2 +Unique numbers tracked: 8 +Numeric values distribution: + 0: 88 (85.4%) + 1: 5 (4.9%) + 4: 3 (2.9%) + 2: 3 (2.9%) + 390: 1 (1.0%) + 7: 1 (1.0%) + 8: 1 (1.0%) + 9: 1 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 103/103 (100.0%) +Types: int:103 +Numeric values: 103 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:0 (0.0%), false:103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 66.6 +Unique strings tracked: 103 +Top 5 string values: + '/r/reddit.com/comments/87/the_downing_street_memo/': 1 (1.0%) + '/r/reddit.com/comments/88/marketers_scan_blogs_for...': 1 (1.0%) + '/r/reddit.com/comments/89/why_nerds_are_unpopular/': 1 (1.0%) + '/r/reddit.com/comments/90/mac_rumors_first_develop...': 1 (1.0%) + '/r/reddit.com/comments/91/wired_news_beware_the_go...': 1 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 103/103 (100.0%) +Types: int:103 +Numeric values: 103 total +Numeric range: min:0, max:183, avg:9.2 +Numeric std dev: 18.1 +Unique numbers tracked: 20 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 103/103 (100.0%) +Types: NoneType:103 +Null/Empty: null:103 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 103/103 (100.0%) +Types: dict:103 +Null/Empty: empty_obj:103 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 103/103 (100.0%) +Types: str:103 +Null/Empty: empty_str:101 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:103 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:0 (0.0%), false:103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:0 (0.0%), false:103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 10.0 +Unique strings tracked: 1 +String values distribution: + 'reddit.com': 103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 't5_6': 103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 12.0 +Unique strings tracked: 1 +String values distribution: + 'r/reddit.com': 103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'archived': 103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 103/103 (100.0%) +Types: NoneType:103 +Null/Empty: null:103 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 34.6 +Unique strings tracked: 39 +Top 5 string values: + 'default': 64 (62.1%) + 'https://b.thumbs.redditmedia.com/b3UBxl8LvHYIs9YBF...': 2 (1.9%) + 'https://b.thumbs.redditmedia.com/6xZDlx-ZGehhnHeyt...': 1 (1.0%) + 'https://b.thumbs.redditmedia.com/IX6maGBYJXBaQx8cN...': 1 (1.0%) + 'https://b.thumbs.redditmedia.com/ZwFtxCECm1ag9Lpz1...': 1 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 103/103 (100.0%) +Types: NoneType:63, int:40 +Null/Empty: null:63 +Numeric values: 40 total +Numeric range: min:37, max:140, avg:106.2 +Numeric std dev: 32.1 +Unique numbers tracked: 14 +Top 5 numeric values: + 140: 15 (37.5%) + 104: 6 (15.0%) + 73: 6 (15.0%) + 50: 2 (5.0%) + 78: 2 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 103/103 (100.0%) +Types: NoneType:63, int:40 +Null/Empty: null:63 +Numeric values: 40 total +Numeric range: min:50, max:140, avg:133.8 +Numeric std dev: 22.1 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 37 (92.5%) + 50: 2 (5.0%) + 70: 1 (2.5%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 48.7 +Unique strings tracked: 103 +Top 5 string values: + 'The Downing Street Memo': 1 (1.0%) + 'Marketers Scan Blogs For Brand Insights': 1 (1.0%) + 'Why Nerds are Unpopular': 1 (1.0%) + 'Mac Rumors: First Developer Intel Macs (Photos)': 1 (1.0%) + 'Wired News: Beware the Google Threat': 1 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 68.8 +Unique strings tracked: 103 +Top 5 string values: + 'http://www.downingstreetmemo.com': 1 (1.0%) + 'http://online.wsj.com/public/article/0,,SB11194840...': 1 (1.0%) + 'http://www.paulgraham.com/nerds.html': 1 (1.0%) + 'http://www.macrumors.com/pages/2005/06/20050622183...': 1 (1.0%) + 'http://www.wired.com/news/culture/0,1284,67982,00....': 1 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 101/103 (98.1%) +Types: list:101 +Null/Empty: empty_arr:101 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 101/103 (98.1%) +Types: str:101 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 101 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 39/103 (37.9%) +Types: str:39 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 39 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 39/103 (37.9%) +Types: dict:39 + +================================================================================ + +================================================================================ +FILE: RS_2005-07.jsonl +Analysis Time: 2026-01-15 06:08:33 +================================================================================ +Total lines: 1,079 +Processed lines: 1,079 +Total unique fields: 58 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:1,079 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 6.3 +Unique strings tracked: 154 +Top 5 string values: + 'bugbear': 108 (10.0%) + 'kn0thing': 92 (8.5%) + 'spez': 71 (6.6%) + 'Meegan': 37 (3.4%) + 'agentOrange': 36 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 1,079/1,079 (100.0%) +Types: NoneType:1,066, str:13 +Null/Empty: null:1,066, empty_str:13 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 1,079/1,079 (100.0%) +Types: NoneType:1,079 +Null/Empty: null:1,079 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 1,079/1,079 (100.0%) +Types: NoneType:1,079 +Null/Empty: null:1,079 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 1,079/1,079 (100.0%) +Types: NoneType:1,066, str:13 +Null/Empty: null:1,066 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 13 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:1,079 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:1,066 (98.8%), false:13 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:0 (0.0%), false:1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 1,079/1,079 (100.0%) +Types: int:1,079 +Numeric values: 1,079 total +Numeric range: min:1,120,181,161, max:1,122,846,344, avg:1121680444.4 +Numeric std dev: 785689.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 1,079/1,079 (100.0%) +Types: NoneType:1,079 +Null/Empty: null:1,079 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 14.1 +Unique strings tracked: 570 +Top 5 string values: + 'news.bbc.co.uk': 62 (5.7%) + 'nytimes.com': 54 (5.0%) + 'msnbc.msn.com': 46 (4.3%) + 'news.yahoo.com': 33 (3.1%) + 'cnn.com': 27 (2.5%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:0 (0.0%), false:1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 1,079/1,079 (100.0%) +Types: int:1,079 +Numeric values: 1,079 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 1,078 (99.9%) + 1: 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:0 (0.0%), false:1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:0 (0.0%), false:1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 3.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '204': 1 (0.1%) + '205': 1 (0.1%) + '207': 1 (0.1%) + '208': 1 (0.1%) + '209': 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:1,060 (98.2%), false:19 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:0 (0.0%), false:1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:0 (0.0%), false:1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:0 (0.0%), false:1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 1,079/1,079 (100.0%) +Types: NoneType:1,079 +Null/Empty: null:1,079 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 1,079/1,079 (100.0%) +Types: list:1,079 +Null/Empty: empty_arr:1,079 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 1,079/1,079 (100.0%) +Types: NoneType:1,079 +Null/Empty: null:1,079 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:0 (0.0%), false:1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 1,079/1,079 (100.0%) +Types: NoneType:1,079 +Null/Empty: null:1,079 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 1,079/1,079 (100.0%) +Types: dict:1,079 +Null/Empty: empty_obj:1,079 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:328 (30.4%), false:751 (69.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 1,079/1,079 (100.0%) +Types: int:1,079 +Numeric values: 1,079 total +Numeric range: min:0, max:57, avg:0.2 +Numeric std dev: 1.8 +Unique numbers tracked: 9 +Numeric values distribution: + 0: 1,014 (94.0%) + 1: 44 (4.1%) + 2: 11 (1.0%) + 3: 3 (0.3%) + 7: 2 (0.2%) + 5: 2 (0.2%) + 4: 1 (0.1%) + 57: 1 (0.1%) + 9: 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 1,079/1,079 (100.0%) +Types: int:1,079 +Numeric values: 1,079 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:0 (0.0%), false:1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 64.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/204/cnncom_dj_admits_false_...': 1 (0.1%) + '/r/reddit.com/comments/205/bush_kyoto_would_hurt_e...': 1 (0.1%) + '/r/reddit.com/comments/207/bank_of_america_to_buy_...': 1 (0.1%) + '/r/reddit.com/comments/208/wired_news_cows_milk_be...': 1 (0.1%) + '/r/reddit.com/comments/209/misery_loves_cyber_comp...': 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 1,079/1,079 (100.0%) +Types: int:1,079 +Numeric values: 1,079 total +Numeric range: min:0, max:154, avg:5.3 +Numeric std dev: 7.7 +Unique numbers tracked: 30 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 1,079/1,079 (100.0%) +Types: NoneType:1,079 +Null/Empty: null:1,079 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 1,079/1,079 (100.0%) +Types: dict:1,079 +Null/Empty: empty_obj:1,079 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +Null/Empty: empty_str:1,076 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:1,079 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:0 (0.0%), false:1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:0 (0.0%), false:1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 10.0 +Unique strings tracked: 1 +String values distribution: + 'reddit.com': 1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 't5_6': 1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 12.0 +Unique strings tracked: 1 +String values distribution: + 'r/reddit.com': 1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'archived': 1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 1,079/1,079 (100.0%) +Types: NoneType:1,079 +Null/Empty: null:1,079 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 9.6 +Unique strings tracked: 39 +Top 5 string values: + 'default': 1,041 (96.5%) + 'https://b.thumbs.redditmedia.com/hWZCWXZzlI-IDJIhC...': 1 (0.1%) + 'https://b.thumbs.redditmedia.com/A5uPf4audvu8tPUIx...': 1 (0.1%) + 'https://b.thumbs.redditmedia.com/wOGQLeQfM64M2j5gD...': 1 (0.1%) + 'https://a.thumbs.redditmedia.com/axDHQ_o0WrMiiqYhb...': 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 1,079/1,079 (100.0%) +Types: NoneType:1,040, int:39 +Null/Empty: null:1,040 +Numeric values: 39 total +Numeric range: min:40, max:140, avg:120.5 +Numeric std dev: 27.2 +Unique numbers tracked: 11 +Top 5 numeric values: + 140: 22 (56.4%) + 104: 4 (10.3%) + 73: 3 (7.7%) + 105: 2 (5.1%) + 121: 2 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 1,079/1,079 (100.0%) +Types: NoneType:1,040, int:39 +Null/Empty: null:1,040 +Numeric values: 39 total +Numeric range: min:70, max:140, avg:138.2 +Numeric std dev: 11.1 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 38 (97.4%) + 70: 1 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 43.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'BMW adds super-vision to night driving': 2 (0.2%) + 'Guide to Lock Picking': 2 (0.2%) + 'Frequently Asked Questions about Caffeine': 2 (0.2%) + 'CNN.com - DJ admits false tale about missing teen ...': 1 (0.1%) + 'Bush: Kyoto would hurt economy': 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 63.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.cnn.com/2005/LAW/06/30/aruba.missing/in...': 1 (0.1%) + 'http://www.cnn.com/2005/WORLD/europe/06/30/bush.ky...': 1 (0.1%) + 'http://money.cnn.com/2005/06/30/news/fortune500/bo...': 1 (0.1%) + 'http://www.wired.com/news/medtech/0,1286,68044,00....': 1 (0.1%) + 'http://www.wired.com/news/culture/0,1284,68010,00....': 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 1,066/1,079 (98.8%) +Types: list:1,066 +Null/Empty: empty_arr:1,066 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 1,066/1,079 (98.8%) +Types: str:1,066 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 1,066 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 38/1,079 (3.5%) +Types: str:38 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 38 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 38/1,079 (3.5%) +Types: dict:38 + +================================================================================ + +================================================================================ +FILE: RS_2005-08.jsonl +Analysis Time: 2026-01-15 06:08:33 +================================================================================ +Total lines: 2,069 +Processed lines: 2,069 +Total unique fields: 58 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:2,069 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 7.0 +Unique strings tracked: 208 +Top 5 string values: + 'caraculo': 237 (11.5%) + 'rams': 201 (9.7%) + 'Nugget': 176 (8.5%) + 'GameGirl': 84 (4.1%) + '[deleted]': 70 (3.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 2,069/2,069 (100.0%) +Types: NoneType:1,999, str:70 +Null/Empty: null:1,999, empty_str:70 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,069/2,069 (100.0%) +Types: NoneType:2,069 +Null/Empty: null:2,069 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,069/2,069 (100.0%) +Types: NoneType:2,069 +Null/Empty: null:2,069 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 2,069/2,069 (100.0%) +Types: NoneType:1,999, str:70 +Null/Empty: null:1,999 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 70 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:2,069 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:1,999 (96.6%), false:70 (3.4%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:0 (0.0%), false:2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,069/2,069 (100.0%) +Types: int:2,069 +Numeric values: 2,069 total +Numeric range: min:1,122,861,515, max:1,125,528,269, avg:1124199255.0 +Numeric std dev: 726606.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,069/2,069 (100.0%) +Types: NoneType:2,069 +Null/Empty: null:2,069 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 14.6 +Unique strings tracked: 928 +Top 5 string values: + 'news.bbc.co.uk': 159 (7.7%) + 'realtechnews.com': 88 (4.3%) + 'nytimes.com': 80 (3.9%) + 'guardian.co.uk': 57 (2.8%) + 'wired.com': 49 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:0 (0.0%), false:2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 2,069/2,069 (100.0%) +Types: int:2,069 +Numeric values: 2,069 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:0 (0.0%), false:2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:0 (0.0%), false:2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1430': 1 (0.0%) + '1431': 1 (0.0%) + '1432': 1 (0.0%) + '1433': 1 (0.0%) + '1434': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:1,942 (93.9%), false:127 (6.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:0 (0.0%), false:2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:0 (0.0%), false:2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:0 (0.0%), false:2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,069/2,069 (100.0%) +Types: NoneType:2,069 +Null/Empty: null:2,069 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 2,069/2,069 (100.0%) +Types: list:2,069 +Null/Empty: empty_arr:2,069 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,069/2,069 (100.0%) +Types: NoneType:2,069 +Null/Empty: null:2,069 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:0 (0.0%), false:2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,069/2,069 (100.0%) +Types: NoneType:2,069 +Null/Empty: null:2,069 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,069/2,069 (100.0%) +Types: dict:2,069 +Null/Empty: empty_obj:2,069 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:897 (43.4%), false:1,172 (56.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,069/2,069 (100.0%) +Types: int:2,069 +Numeric values: 2,069 total +Numeric range: min:0, max:7, avg:0.1 +Numeric std dev: 0.4 +Unique numbers tracked: 7 +Numeric values distribution: + 0: 1,991 (96.2%) + 1: 47 (2.3%) + 2: 16 (0.8%) + 3: 8 (0.4%) + 4: 5 (0.2%) + 7: 1 (0.0%) + 5: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 2,069/2,069 (100.0%) +Types: int:2,069 +Numeric values: 2,069 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:0 (0.0%), false:2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 64.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/1430/bible_course_becomes_a...': 1 (0.0%) + '/r/reddit.com/comments/1431/hiroshima_arguments_ra...': 1 (0.0%) + '/r/reddit.com/comments/1432/stackopolis_the_most_a...': 1 (0.0%) + '/r/reddit.com/comments/1433/report_toledo_police_h...': 1 (0.0%) + '/r/reddit.com/comments/1434/julian_beevers_wicked_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,069/2,069 (100.0%) +Types: int:2,069 +Numeric values: 2,069 total +Numeric range: min:0, max:840, avg:4.7 +Numeric std dev: 20.3 +Unique numbers tracked: 47 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 2,069/2,069 (100.0%) +Types: NoneType:2,069 +Null/Empty: null:2,069 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 2,069/2,069 (100.0%) +Types: dict:2,069 +Null/Empty: empty_obj:2,069 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +Null/Empty: empty_str:2,030 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 39 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:2,069 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:0 (0.0%), false:2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:0 (0.0%), false:2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 10.0 +Unique strings tracked: 1 +String values distribution: + 'reddit.com': 2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 't5_6': 2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 12.0 +Unique strings tracked: 1 +String values distribution: + 'r/reddit.com': 2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'archived': 2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 2,069/2,069 (100.0%) +Types: NoneType:2,069 +Null/Empty: null:2,069 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 7.1 +Unique strings tracked: 3 +String values distribution: + 'default': 2,067 (99.9%) + 'https://b.thumbs.redditmedia.com/Ha4i-EicnqDAKpD0_...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/rdcR9q150ySyKRB2X...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 2,069/2,069 (100.0%) +Types: NoneType:2,067, int:2 +Null/Empty: null:2,067 +Numeric values: 2 total +Numeric range: min:76, max:104, avg:90.0 +Numeric std dev: 14.0 +Unique numbers tracked: 2 +Numeric values distribution: + 76: 1 (50.0%) + 104: 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 2,069/2,069 (100.0%) +Types: NoneType:2,067, int:2 +Null/Empty: null:2,067 +Numeric values: 2 total +Numeric range: min:140, max:140, avg:140.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 140: 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 42.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Idle Words': 2 (0.1%) + 'Climate warning as Siberia melts': 2 (0.1%) + 'Internet auctions boost UK wealth': 2 (0.1%) + 'Bible Course Becomes a Test for Public Schools in ...': 1 (0.0%) + 'Hiroshima arguments rage 60 years on': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 62.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.nytimes.com/2005/08/08/opinion/08baron-...': 2 (0.1%) + 'http://www.nytimes.com/2005/08/01/education/01bibl...': 1 (0.0%) + 'http://news.bbc.co.uk/2/hi/asia-pacific/4724793.st...': 1 (0.0%) + 'http://www.stackopolis.com/play/': 1 (0.0%) + 'http://www.msnbc.msn.com/id/8779366/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 1,999/2,069 (96.6%) +Types: list:1,999 +Null/Empty: empty_arr:1,999 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 1,999/2,069 (96.6%) +Types: str:1,999 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 1,999 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2/2,069 (0.1%) +Types: str:2 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2/2,069 (0.1%) +Types: dict:2 + +================================================================================ + +================================================================================ +FILE: RS_2005-09.jsonl +Analysis Time: 2026-01-15 06:08:34 +================================================================================ +Total lines: 2,449 +Processed lines: 2,449 +Total unique fields: 58 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:2,449 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 7.3 +Unique strings tracked: 211 +Top 5 string values: + 'BioGeek': 215 (8.8%) + 'teehemkay': 194 (7.9%) + 'AaronSw': 129 (5.3%) + 'spez': 96 (3.9%) + 'rams': 91 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 2,449/2,449 (100.0%) +Types: NoneType:2,391, str:58 +Null/Empty: null:2,391, empty_str:58 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,449/2,449 (100.0%) +Types: NoneType:2,449 +Null/Empty: null:2,449 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,449/2,449 (100.0%) +Types: NoneType:2,449 +Null/Empty: null:2,449 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 2,449/2,449 (100.0%) +Types: NoneType:2,391, str:58 +Null/Empty: null:2,391 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 58 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:2,449 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:2,391 (97.6%), false:58 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:0 (0.0%), false:2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,449/2,449 (100.0%) +Types: int:2,449 +Numeric values: 2,449 total +Numeric range: min:1,125,536,471, max:1,128,123,968, avg:1126879662.1 +Numeric std dev: 764564.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,449/2,449 (100.0%) +Types: NoneType:2,449 +Null/Empty: null:2,449 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 14.5 +Unique strings tracked: 988 +Top 5 string values: + 'news.bbc.co.uk': 132 (5.4%) + 'nytimes.com': 88 (3.6%) + 'realtechnews.com': 88 (3.6%) + 'wired.com': 75 (3.1%) + 'news.yahoo.com': 58 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:0 (0.0%), false:2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 2,449/2,449 (100.0%) +Types: int:2,449 +Numeric values: 2,449 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:0 (0.0%), false:2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:0 (0.0%), false:2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '3735': 1 (0.0%) + '3736': 1 (0.0%) + '3738': 1 (0.0%) + '3739': 1 (0.0%) + '3740': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:2,329 (95.1%), false:120 (4.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:0 (0.0%), false:2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:0 (0.0%), false:2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:0 (0.0%), false:2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,449/2,449 (100.0%) +Types: NoneType:2,449 +Null/Empty: null:2,449 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 2,449/2,449 (100.0%) +Types: list:2,449 +Null/Empty: empty_arr:2,449 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,449/2,449 (100.0%) +Types: NoneType:2,449 +Null/Empty: null:2,449 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:0 (0.0%), false:2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,449/2,449 (100.0%) +Types: NoneType:2,449 +Null/Empty: null:2,449 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,449/2,449 (100.0%) +Types: dict:2,449 +Null/Empty: empty_obj:2,449 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:901 (36.8%), false:1,548 (63.2%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,449/2,449 (100.0%) +Types: int:2,449 +Numeric values: 2,449 total +Numeric range: min:0, max:9, avg:0.0 +Numeric std dev: 0.4 +Unique numbers tracked: 9 +Numeric values distribution: + 0: 2,389 (97.6%) + 1: 42 (1.7%) + 2: 10 (0.4%) + 3: 2 (0.1%) + 4: 2 (0.1%) + 8: 1 (0.0%) + 9: 1 (0.0%) + 6: 1 (0.0%) + 5: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 2,449/2,449 (100.0%) +Types: int:2,449 +Numeric values: 2,449 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:0 (0.0%), false:2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 67.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/3735/american_scientist_sta...': 1 (0.0%) + '/r/reddit.com/comments/3736/just_share_minds_and_e...': 1 (0.0%) + '/r/reddit.com/comments/3738/a_cool_application_fro...': 1 (0.0%) + '/r/reddit.com/comments/3739/saudi_arabia_ready_to_...': 1 (0.0%) + '/r/reddit.com/comments/3740/researchers_at_3m_disc...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,449/2,449 (100.0%) +Types: int:2,449 +Numeric values: 2,449 total +Numeric range: min:0, max:936, avg:5.9 +Numeric std dev: 21.8 +Unique numbers tracked: 60 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 2,449/2,449 (100.0%) +Types: NoneType:2,449 +Null/Empty: null:2,449 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 2,449/2,449 (100.0%) +Types: dict:2,449 +Null/Empty: empty_obj:2,449 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +Null/Empty: empty_str:2,419 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 30 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:2,449 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:0 (0.0%), false:2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:0 (0.0%), false:2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 10.0 +Unique strings tracked: 1 +String values distribution: + 'reddit.com': 2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 't5_6': 2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 12.0 +Unique strings tracked: 1 +String values distribution: + 'r/reddit.com': 2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'archived': 2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 2,449/2,449 (100.0%) +Types: NoneType:2,449 +Null/Empty: null:2,449 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 7.1 +Unique strings tracked: 4 +String values distribution: + 'default': 2,446 (99.9%) + 'https://b.thumbs.redditmedia.com/jUwkh74em68gWqD_9...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/ATrROB5lCRd6mFg4H...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/7a87suEacjNhwdsBz...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 2,449/2,449 (100.0%) +Types: NoneType:2,446, int:3 +Null/Empty: null:2,446 +Numeric values: 3 total +Numeric range: min:105, max:134, avg:115.3 +Numeric std dev: 13.2 +Unique numbers tracked: 3 +Numeric values distribution: + 105: 1 (33.3%) + 134: 1 (33.3%) + 107: 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 2,449/2,449 (100.0%) +Types: NoneType:2,446, int:3 +Null/Empty: null:2,446 +Numeric values: 3 total +Numeric range: min:140, max:140, avg:140.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 140: 3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 47.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Katrina Timeline': 3 (0.1%) + 'Apes 'extinct in a generation'': 2 (0.1%) + 'Craigslist Versus Katrina': 2 (0.1%) + 'A Tutor Half a World Away, but as Close as a Keybo...': 2 (0.1%) + 'The Six Dumbest Ideas in Computer Security': 2 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 62.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://blog.stayfreemagazine.org/2005/08/science_s...': 1 (0.0%) + 'http://plod.popoever.com': 1 (0.0%) + 'http://www.instacoll.com/': 1 (0.0%) + 'http://www.saudiembassy.net/2005News/News/NewsDeta...': 1 (0.0%) + 'http://amasci.com/weird/unusual/e-wall.html': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 2,391/2,449 (97.6%) +Types: list:2,391 +Null/Empty: empty_arr:2,391 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 2,391/2,449 (97.6%) +Types: str:2,391 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 2,391 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3/2,449 (0.1%) +Types: str:3 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3/2,449 (0.1%) +Types: dict:3 + +================================================================================ + +================================================================================ +FILE: RS_2005-10.jsonl +Analysis Time: 2026-01-15 06:08:34 +================================================================================ +Total lines: 3,498 +Processed lines: 3,498 +Total unique fields: 59 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:3,498 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 7.3 +Unique strings tracked: 262 +Top 5 string values: + 'ousama': 384 (11.0%) + 'BioGeek': 292 (8.3%) + 'AaronSw': 247 (7.1%) + 'teehemkay': 170 (4.9%) + 'consilient1': 146 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 3,498/3,498 (100.0%) +Types: NoneType:3,413, str:85 +Null/Empty: null:3,413, empty_str:85 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,498/3,498 (100.0%) +Types: NoneType:3,498 +Null/Empty: null:3,498 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,498/3,498 (100.0%) +Types: NoneType:3,498 +Null/Empty: null:3,498 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 3,498/3,498 (100.0%) +Types: NoneType:3,413, str:85 +Null/Empty: null:3,413 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 85 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:3,498 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:3,413 (97.6%), false:85 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:0 (0.0%), false:3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,498/3,498 (100.0%) +Types: int:3,498 +Numeric values: 3,498 total +Numeric range: min:1,128,126,622, max:1,130,801,706, avg:1129534438.9 +Numeric std dev: 760571.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,498/3,498 (100.0%) +Types: NoneType:3,498 +Null/Empty: null:3,498 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 14.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'news.bbc.co.uk': 139 (4.0%) + 'news.yahoo.com': 94 (2.7%) + 'nytimes.com': 91 (2.6%) + 'wired.com': 69 (2.0%) + 'vnunet.com': 64 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:0 (0.0%), false:3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,498/3,498 (100.0%) +Types: int:3,498 +Numeric values: 3,498 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:0 (0.0%), false:3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:0 (0.0%), false:3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 4.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6558': 1 (0.0%) + '6559': 1 (0.0%) + '6560': 1 (0.0%) + '6561': 1 (0.0%) + '6562': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:3,404 (97.3%), false:94 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:0 (0.0%), false:3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:0 (0.0%), false:3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:0 (0.0%), false:3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,498/3,498 (100.0%) +Types: NoneType:3,498 +Null/Empty: null:3,498 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 3,498/3,498 (100.0%) +Types: list:3,498 +Null/Empty: empty_arr:3,498 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,498/3,498 (100.0%) +Types: NoneType:3,498 +Null/Empty: null:3,498 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:0 (0.0%), false:3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,498/3,498 (100.0%) +Types: NoneType:3,498 +Null/Empty: null:3,498 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,498/3,498 (100.0%) +Types: dict:3,498 +Null/Empty: empty_obj:3,498 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:1,566 (44.8%), false:1,932 (55.2%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,498/3,498 (100.0%) +Types: int:3,498 +Numeric values: 3,498 total +Numeric range: min:0, max:110, avg:0.1 +Numeric std dev: 1.9 +Unique numbers tracked: 7 +Numeric values distribution: + 0: 3,437 (98.3%) + 1: 45 (1.3%) + 2: 8 (0.2%) + 3: 3 (0.1%) + 13: 2 (0.1%) + 4: 2 (0.1%) + 110: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 3,498/3,498 (100.0%) +Types: int:3,498 +Numeric values: 3,498 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:3 (0.1%), false:3,495 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 67.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/6558/george_saunders_four_i...': 1 (0.0%) + '/r/reddit.com/comments/6559/electronic_driving_the...': 1 (0.0%) + '/r/reddit.com/comments/6560/buying_of_news_by_bush...': 1 (0.0%) + '/r/reddit.com/comments/6561/the_pursuit_of_happine...': 1 (0.0%) + '/r/reddit.com/comments/6562/the_truth_vs_tom_delay...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,498/3,498 (100.0%) +Types: int:3,498 +Numeric values: 3,498 total +Numeric range: min:0, max:800, avg:5.3 +Numeric std dev: 20.7 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,498/3,498 (100.0%) +Types: NoneType:3,498 +Null/Empty: null:3,498 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,498/3,498 (100.0%) +Types: dict:3,498 +Null/Empty: empty_obj:3,498 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +Null/Empty: empty_str:3,460 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 38 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:3,498 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:0 (0.0%), false:3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:0 (0.0%), false:3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 10.0 +Unique strings tracked: 1 +String values distribution: + 'reddit.com': 3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 't5_6': 3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 12.0 +Unique strings tracked: 1 +String values distribution: + 'r/reddit.com': 3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'archived': 3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 3,498/3,498 (100.0%) +Types: NoneType:3,498 +Null/Empty: null:3,498 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 7.1 +Unique strings tracked: 7 +String values distribution: + 'default': 3,492 (99.8%) + 'https://b.thumbs.redditmedia.com/GNWfV7vqzBG-wfDac...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/LHJHXPpfSZAG7X4Y2...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/U20TcM78yU7EvbNWk...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/k3ZZrZXu2sBlxohry...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/zputyopz9PW720PtZ...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/oC1OgeynX9x8Uc_Sy...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 3,498/3,498 (100.0%) +Types: NoneType:3,492, int:6 +Null/Empty: null:3,492 +Numeric values: 6 total +Numeric range: min:70, max:140, avg:96.2 +Numeric std dev: 23.5 +Unique numbers tracked: 6 +Numeric values distribution: + 73: 1 (16.7%) + 140: 1 (16.7%) + 70: 1 (16.7%) + 108: 1 (16.7%) + 96: 1 (16.7%) + 90: 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 3,498/3,498 (100.0%) +Types: NoneType:3,492, int:6 +Null/Empty: null:3,492 +Numeric values: 6 total +Numeric range: min:140, max:140, avg:140.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 140: 6 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 49.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Mystery Ocean Glow Confirmed in Satellite Photos': 2 (0.1%) + 'Snake bursts after gobbling gator': 2 (0.1%) + 'New breed of 'fish-bot' unveiled': 2 (0.1%) + 'Tips From Top Taggers': 2 (0.1%) + 'George Saunders: Four Institutional Monologues -- ...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 64.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://video.vividas.com/CDN1/3929_Serenity/web/in...': 2 (0.1%) + 'http://thegodparticle.com/2003_08/01Saunders.html': 1 (0.0%) + 'http://www.askaprice.com/torque-article.asp?articl...': 1 (0.0%) + 'http://www.nytimes.com/2005/10/01/politics/01educ....': 1 (0.0%) + 'http://www.eff.org/Misc/Publications/John_Perry_Ba...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 3,495 (99.9%) + 'promo_adult_nsfw': 3 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 3,413/3,498 (97.6%) +Types: list:3,413 +Null/Empty: empty_arr:3,413 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 3,413/3,498 (97.6%) +Types: str:3,413 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 3,413 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 471/3,498 (13.5%) +Types: int:471 +Numeric values: 471 total +Numeric range: min:1,522,501,812, max:1,522,501,892, avg:1522501845.8 +Numeric std dev: 22.6 +Unique numbers tracked: 22 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 6/3,498 (0.2%) +Types: str:6 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 6 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 6/3,498 (0.2%) +Types: dict:6 + +================================================================================ + +================================================================================ +FILE: RS_2005-11.jsonl +Analysis Time: 2026-01-15 06:08:34 +================================================================================ +Total lines: 3,699 +Processed lines: 3,699 +Total unique fields: 59 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:3,699 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 7.2 +Unique strings tracked: 495 +Top 5 string values: + 'BioGeek': 359 (9.7%) + 'ousama': 235 (6.4%) + '[deleted]': 189 (5.1%) + 'teehemkay': 110 (3.0%) + 'emkay': 104 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 3,699/3,699 (100.0%) +Types: NoneType:3,510, str:189 +Null/Empty: null:3,510, empty_str:189 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,699/3,699 (100.0%) +Types: NoneType:3,699 +Null/Empty: null:3,699 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,699/3,699 (100.0%) +Types: NoneType:3,699 +Null/Empty: null:3,699 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 3,699/3,699 (100.0%) +Types: NoneType:3,510, str:189 +Null/Empty: null:3,510 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 189 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:3,699 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:3,510 (94.9%), false:189 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:0 (0.0%), false:3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,699/3,699 (100.0%) +Types: int:3,699 +Numeric values: 3,699 total +Numeric range: min:1,130,807,834, max:1,133,393,807, avg:1132168352.7 +Numeric std dev: 769272.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,699/3,699 (100.0%) +Types: NoneType:3,699 +Null/Empty: null:3,699 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 14.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'news.yahoo.com': 85 (2.3%) + 'news.bbc.co.uk': 83 (2.2%) + 'nytimes.com': 75 (2.0%) + 'news.com.com': 56 (1.5%) + 'wired.com': 46 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:0 (0.0%), false:3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,699/3,699 (100.0%) +Types: int:3,699 +Numeric values: 3,699 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:0 (0.0%), false:3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:0 (0.0%), false:3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '10507': 1 (0.0%) + '10508': 1 (0.0%) + '10509': 1 (0.0%) + '10510': 1 (0.0%) + '10511': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:3,573 (96.6%), false:126 (3.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:0 (0.0%), false:3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:0 (0.0%), false:3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:0 (0.0%), false:3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,699/3,699 (100.0%) +Types: NoneType:3,699 +Null/Empty: null:3,699 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 3,699/3,699 (100.0%) +Types: list:3,699 +Null/Empty: empty_arr:3,699 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,699/3,699 (100.0%) +Types: NoneType:3,699 +Null/Empty: null:3,699 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:0 (0.0%), false:3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,699/3,699 (100.0%) +Types: NoneType:3,699 +Null/Empty: null:3,699 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,699/3,699 (100.0%) +Types: dict:3,699 +Null/Empty: empty_obj:3,699 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:1,738 (47.0%), false:1,961 (53.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,699/3,699 (100.0%) +Types: int:3,699 +Numeric values: 3,699 total +Numeric range: min:0, max:51, avg:0.1 +Numeric std dev: 0.9 +Unique numbers tracked: 9 +Numeric values distribution: + 0: 3,600 (97.3%) + 1: 77 (2.1%) + 2: 7 (0.2%) + 3: 6 (0.2%) + 4: 3 (0.1%) + 9: 2 (0.1%) + 8: 2 (0.1%) + 51: 1 (0.0%) + 5: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 3,699/3,699 (100.0%) +Types: int:3,699 +Numeric values: 3,699 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:0 (0.0%), false:3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 67.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/10507/making_paper_at_home/': 1 (0.0%) + '/r/reddit.com/comments/10508/chicken_fetus_mistake...': 1 (0.0%) + '/r/reddit.com/comments/10509/2005_illegal_soapbox_...': 1 (0.0%) + '/r/reddit.com/comments/10510/how_will_the_universe...': 1 (0.0%) + '/r/reddit.com/comments/10511/wikipedia_may_go_to_p...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,699/3,699 (100.0%) +Types: int:3,699 +Numeric values: 3,699 total +Numeric range: min:1,522,501,892, max:1,522,504,997, avg:1522503468.0 +Numeric std dev: 879.0 +Unique numbers tracked: 207 + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,699/3,699 (100.0%) +Types: int:3,699 +Numeric values: 3,699 total +Numeric range: min:0, max:931, avg:6.7 +Numeric std dev: 25.4 +Unique numbers tracked: 91 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,699/3,699 (100.0%) +Types: NoneType:3,699 +Null/Empty: null:3,699 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,699/3,699 (100.0%) +Types: dict:3,699 +Null/Empty: empty_obj:3,699 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +Null/Empty: empty_str:3,620 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 79 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:3,699 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:0 (0.0%), false:3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:0 (0.0%), false:3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 10.0 +Unique strings tracked: 1 +String values distribution: + 'reddit.com': 3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 't5_6': 3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 12.0 +Unique strings tracked: 1 +String values distribution: + 'r/reddit.com': 3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'archived': 3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 3,699/3,699 (100.0%) +Types: NoneType:3,699 +Null/Empty: null:3,699 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 7.0 +Unique strings tracked: 3 +String values distribution: + 'default': 3,697 (99.9%) + 'https://b.thumbs.redditmedia.com/YZNKAdChUOxgriBkZ...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/kya6TAo3sPPPBJp6G...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 3,699/3,699 (100.0%) +Types: NoneType:3,697, int:2 +Null/Empty: null:3,697 +Numeric values: 2 total +Numeric range: min:140, max:140, avg:140.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 140: 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 3,699/3,699 (100.0%) +Types: NoneType:3,697, int:2 +Null/Empty: null:3,697 +Numeric values: 2 total +Numeric range: min:140, max:140, avg:140.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 140: 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 47.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Need2 | What do you need to do?': 2 (0.1%) + 'Right to Wife - Why does Judge Alito treat women l...': 2 (0.1%) + 'Waves of Arson Attacks Hit Paris Suburbs': 2 (0.1%) + 'History's Worst Software Bugs': 2 (0.1%) + 'Making Paper at Home': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 62.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.nytimes.com/2005/11/01/science/01prof.h...': 2 (0.1%) + 'http://www.nytimes.com/2005/11/09/national/09baker...': 2 (0.1%) + 'http://www.funsci.com/fun3_en/paper/paper.htm#3': 1 (0.0%) + 'http://news.bbc.co.uk/1/hi/england/merseyside/4372...': 1 (0.0%) + 'http://www.flickr.com/photos/telstar/sets/1258403/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 3,510/3,699 (94.9%) +Types: list:3,510 +Null/Empty: empty_arr:3,510 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 3,510/3,699 (94.9%) +Types: str:3,510 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 3,510 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2/3,699 (0.1%) +Types: str:2 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2/3,699 (0.1%) +Types: dict:2 + +================================================================================ + +================================================================================ +FILE: RS_2005-12.jsonl +Analysis Time: 2026-01-15 06:08:35 +================================================================================ +Total lines: 5,356 +Processed lines: 5,356 +Total unique fields: 59 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:5,356 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 7.2 +Unique strings tracked: 997 +Top 5 string values: + '[deleted]': 441 (8.2%) + 'AaronSw': 105 (2.0%) + 'lmpinto': 95 (1.8%) + 'BioGeek': 93 (1.7%) + 'japerk': 77 (1.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 5,356/5,356 (100.0%) +Types: NoneType:4,915, str:441 +Null/Empty: null:4,915, empty_str:441 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 5,356/5,356 (100.0%) +Types: NoneType:5,356 +Null/Empty: null:5,356 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 5,356/5,356 (100.0%) +Types: NoneType:5,356 +Null/Empty: null:5,356 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 5,356/5,356 (100.0%) +Types: NoneType:4,915, str:441 +Null/Empty: null:4,915 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 441 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:5,356 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:4,915 (91.8%), false:441 (8.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:0 (0.0%), false:5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 5,356/5,356 (100.0%) +Types: int:5,356 +Numeric values: 5,356 total +Numeric range: min:1,133,395,288, max:1,136,071,111, avg:1134689705.7 +Numeric std dev: 720461.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 5,356/5,356 (100.0%) +Types: NoneType:5,356 +Null/Empty: null:5,356 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 14.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'news.bbc.co.uk': 35 (0.7%) + 'nytimes.com': 33 (0.6%) + 'msnbc.msn.com': 28 (0.5%) + 'wired.com': 23 (0.4%) + 'balancednewsblog.com': 22 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:0 (0.0%), false:5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 5,356/5,356 (100.0%) +Types: int:5,356 +Numeric values: 5,356 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:0 (0.0%), false:5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:0 (0.0%), false:5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '15303': 1 (0.0%) + '15304': 1 (0.0%) + '15306': 1 (0.0%) + '15307': 1 (0.0%) + '15308': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:5,119 (95.6%), false:237 (4.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:0 (0.0%), false:5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:0 (0.0%), false:5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:0 (0.0%), false:5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 5,356/5,356 (100.0%) +Types: NoneType:5,356 +Null/Empty: null:5,356 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 5,356/5,356 (100.0%) +Types: list:5,356 +Null/Empty: empty_arr:5,356 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 5,356/5,356 (100.0%) +Types: NoneType:5,356 +Null/Empty: null:5,356 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:0 (0.0%), false:5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 5,356/5,356 (100.0%) +Types: NoneType:5,356 +Null/Empty: null:5,356 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 5,356/5,356 (100.0%) +Types: dict:5,356 +Null/Empty: empty_obj:5,356 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:2,932 (54.7%), false:2,424 (45.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 5,356/5,356 (100.0%) +Types: int:5,356 +Numeric values: 5,356 total +Numeric range: min:0, max:122, avg:0.5 +Numeric std dev: 3.2 +Unique numbers tracked: 27 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 5,356/5,356 (100.0%) +Types: int:5,356 +Numeric values: 5,356 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:0 (0.0%), false:5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 67.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/15303/updated_analysis_of_h...': 1 (0.0%) + '/r/reddit.com/comments/15304/the_future_of_biking_...': 1 (0.0%) + '/r/reddit.com/comments/15306/tucker_max_hilarity/': 1 (0.0%) + '/r/reddit.com/comments/15307/becks_testing_framewo...': 1 (0.0%) + '/r/reddit.com/comments/15308/binge_drinking_triple...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 5,356/5,356 (100.0%) +Types: int:5,356 +Numeric values: 5,356 total +Numeric range: min:1,522,505,008, max:1,522,523,945, avg:1522512312.1 +Numeric std dev: 8174.7 +Unique numbers tracked: 317 + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 5,356/5,356 (100.0%) +Types: int:5,356 +Numeric values: 5,356 total +Numeric range: min:0, max:782, avg:9.9 +Numeric std dev: 33.4 +Unique numbers tracked: 156 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 5,356/5,356 (100.0%) +Types: NoneType:5,356 +Null/Empty: null:5,356 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 5,356/5,356 (100.0%) +Types: dict:5,356 +Null/Empty: empty_obj:5,356 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +Null/Empty: empty_str:5,196 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 160 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:5,356 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:0 (0.0%), false:5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:0 (0.0%), false:5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 10.0 +Unique strings tracked: 1 +String values distribution: + 'reddit.com': 5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 't5_6': 5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 12.0 +Unique strings tracked: 1 +String values distribution: + 'r/reddit.com': 5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'archived': 5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 5,356/5,356 (100.0%) +Types: NoneType:5,356 +Null/Empty: null:5,356 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 7.1 +Unique strings tracked: 9 +String values distribution: + 'default': 5,348 (99.9%) + 'https://b.thumbs.redditmedia.com/mcxy8dTQQzvlK6VPT...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/PW5rDNc5PeBgccjfU...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/PyNM8EVJpxa668Rh1...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/--ZGQuNiSE3bgLyNP...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/Qh8YDKk7FpY6S0Yje...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/Bq6qwHCBVYr752w5S...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/UqN2qx0QP8rvK-LQI...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/9WINJTr6OrUk-NXhc...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 5,356/5,356 (100.0%) +Types: NoneType:5,348, int:8 +Null/Empty: null:5,348 +Numeric values: 8 total +Numeric range: min:52, max:140, avg:105.1 +Numeric std dev: 32.9 +Unique numbers tracked: 5 +Numeric values distribution: + 140: 3 (37.5%) + 73: 2 (25.0%) + 52: 1 (12.5%) + 106: 1 (12.5%) + 117: 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 5,356/5,356 (100.0%) +Types: NoneType:5,348, int:8 +Null/Empty: null:5,348 +Numeric values: 8 total +Numeric range: min:70, max:140, avg:131.2 +Numeric std dev: 23.2 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 7 (87.5%) + 70: 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 45.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Can Microsoft kill Python?': 2 (0.0%) + 'Optimize Magazine > Corporate Culture > Indi...': 2 (0.0%) + 'Morgan Stanley': 2 (0.0%) + 'happyVPRO': 2 (0.0%) + 'Senate Summons Pentagon to Explain Effort to Plant...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 59.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.nytimes.com/2005/12/04/fashion/sundayst...': 2 (0.0%) + 'http://space.com/scienceastronomy/051130_titan_upd...': 1 (0.0%) + 'http://www.dexigner.com/forum/index.php?showtopic=...': 1 (0.0%) + 'http://www.tuckermax.com/archives/entries/tucker_t...': 1 (0.0%) + 'http://www.xprogramming.com/testfram.htm': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 4,915/5,356 (91.8%) +Types: list:4,915 +Null/Empty: empty_arr:4,915 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 4,915/5,356 (91.8%) +Types: str:4,915 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 4,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 8/5,356 (0.1%) +Types: str:8 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 8 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 8/5,356 (0.1%) +Types: dict:8 + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2006.txt b/analysis/original_schema_analysis/submissions/analysis_report_2006.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6f8daea4fb5583f993cc879ddf8c5f1a6030f6e --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2006.txt @@ -0,0 +1,5706 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2006 +Analysis Started: 2026-01-15 06:08:48 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2006-01.jsonl +Analysis Time: 2026-01-15 06:08:49 +================================================================================ +Total lines: 8,048 +Processed lines: 8,048 +Total unique fields: 59 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:8,048 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 7.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 332 (4.1%) + 'hitsman': 99 (1.2%) + 'jawahar': 58 (0.7%) + 'mattknox': 56 (0.7%) + 'lmpinto': 54 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 8,048/8,048 (100.0%) +Types: NoneType:7,368, str:680 +Null/Empty: null:7,368, empty_str:680 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 8,048/8,048 (100.0%) +Types: NoneType:8,048 +Null/Empty: null:8,048 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 8,048/8,048 (100.0%) +Types: NoneType:8,048 +Null/Empty: null:8,048 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 8,048/8,048 (100.0%) +Types: NoneType:7,368, str:680 +Null/Empty: null:7,368 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 680 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:7,834 (97.3%), false:214 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:7,368 (91.6%), false:680 (8.4%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:0 (0.0%), false:8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 8,048/8,048 (100.0%) +Types: int:8,048 +Numeric values: 8,048 total +Numeric range: min:1,136,073,984, max:1,138,751,932, avg:1137519451.9 +Numeric std dev: 740749.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 8,048/8,048 (100.0%) +Types: NoneType:8,048 +Null/Empty: null:8,048 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 15.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'news.bbc.co.uk': 44 (0.5%) + 'strategicmarketingmontreal.ca': 22 (0.3%) + 'washingtonpost.com': 19 (0.2%) + 'news.yahoo.com': 19 (0.2%) + 'wired.com': 16 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:0 (0.0%), false:8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 8,048/8,048 (100.0%) +Types: int:8,048 +Numeric values: 8,048 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:0 (0.0%), false:8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:0 (0.0%), false:8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 4.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'sqh': 1 (0.0%) + 'sqt': 1 (0.0%) + 'sr0': 1 (0.0%) + 'sr1': 1 (0.0%) + 'ss6': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:7,439 (92.4%), false:609 (7.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:0 (0.0%), false:8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:0 (0.0%), false:8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:0 (0.0%), false:8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 8,048/8,048 (100.0%) +Types: NoneType:8,048 +Null/Empty: null:8,048 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 8,048/8,048 (100.0%) +Types: list:8,048 +Null/Empty: empty_arr:8,048 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 8,048/8,048 (100.0%) +Types: NoneType:8,048 +Null/Empty: null:8,048 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:0 (0.0%), false:8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 8,048/8,048 (100.0%) +Types: NoneType:8,048 +Null/Empty: null:8,048 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 8,048/8,048 (100.0%) +Types: dict:8,048 +Null/Empty: empty_obj:8,048 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:5,140 (63.9%), false:2,908 (36.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 8,048/8,048 (100.0%) +Types: int:8,048 +Numeric values: 8,048 total +Numeric range: min:0, max:185, avg:1.0 +Numeric std dev: 4.9 +Unique numbers tracked: 49 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 8,048/8,048 (100.0%) +Types: int:8,048 +Numeric values: 8,048 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:214 (2.7%), false:7,834 (97.3%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 7.2 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 7,834 (97.3%) + 'promo_adult_nsfw': 214 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/sqh/html_email_step_by_step...': 1 (0.0%) + '/r/reddit.com/comments/sqt/html_email_guide/': 1 (0.0%) + '/r/reddit.com/comments/sr0/firefox_extensions_for_...': 1 (0.0%) + '/r/reddit.com/comments/sr1/firefox_extensions_to_i...': 1 (0.0%) + '/r/reddit.com/comments/ss6/the_great_flickr_tools_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 8,048/8,048 (100.0%) +Types: int:8,048 +Numeric values: 8,048 total +Numeric range: min:0, max:797, avg:9.7 +Numeric std dev: 34.0 +Unique numbers tracked: 216 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 8,048/8,048 (100.0%) +Types: NoneType:8,048 +Null/Empty: null:8,048 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 8,048/8,048 (100.0%) +Types: dict:8,048 +Null/Empty: empty_obj:8,048 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +Null/Empty: empty_str:7,772 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 276 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:8,048 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:0 (0.0%), false:8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:0 (0.0%), false:8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 9.8 +Unique strings tracked: 2 +String values distribution: + 'reddit.com': 7,834 (97.3%) + 'nsfw': 214 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 't5_6': 7,834 (97.3%) + 't5_vf2': 214 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 11.8 +Unique strings tracked: 2 +String values distribution: + 'r/reddit.com': 7,834 (97.3%) + 'r/nsfw': 214 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 7.9 +Unique strings tracked: 2 +String values distribution: + 'archived': 7,834 (97.3%) + 'public': 214 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 8,048/8,048 (100.0%) +Types: NoneType:8,048 +Null/Empty: null:8,048 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 7.1 +Unique strings tracked: 11 +Top 5 string values: + 'default': 8,038 (99.9%) + 'https://b.thumbs.redditmedia.com/1Darp9qd5T59tcTnZ...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/bKPqzFtpay8oLA0N5...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/P1OZO5RUgLDVxTlVl...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/ykylxjDhTdEYtbfm0...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 8,048/8,048 (100.0%) +Types: NoneType:8,036, int:12 +Null/Empty: null:8,036 +Numeric values: 12 total +Numeric range: min:73, max:140, avg:120.8 +Numeric std dev: 21.6 +Unique numbers tracked: 5 +Numeric values distribution: + 140: 6 (50.0%) + 104: 3 (25.0%) + 120: 1 (8.3%) + 105: 1 (8.3%) + 73: 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 8,048/8,048 (100.0%) +Types: NoneType:8,036, int:12 +Null/Empty: null:8,036 +Numeric values: 12 total +Numeric range: min:140, max:140, avg:140.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 140: 12 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 46.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Medieval Irish warlord boasts three million descen...': 2 (0.0%) + 'Feds after Google data': 2 (0.0%) + 'Space Junk Cleanup Needed, NASA Experts Warn': 2 (0.0%) + 'HTML Email Step By Step Guide': 1 (0.0%) + 'HTML Email Guide': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 59.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.anandgraves.com/html-email-step-by-step...': 1 (0.0%) + 'http://anandgraves.com/nobullshit/articles/article...': 1 (0.0%) + 'http://anandgraves.com/nobullshit/articles/article...': 1 (0.0%) + 'http://www.anandgraves.com/nobullshit/articles/art...': 1 (0.0%) + 'http://pchere.blogspot.com/2005/03/great-flickr-to...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 7.2 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 7,834 (97.3%) + 'promo_adult_nsfw': 214 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 7,368/8,048 (91.6%) +Types: list:7,368 +Null/Empty: empty_arr:7,368 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 7,368/8,048 (91.6%) +Types: str:7,368 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 7,368 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 4,210/8,048 (52.3%) +Types: int:4,210 +Numeric values: 4,210 total +Numeric range: min:1,522,523,945, max:1,522,676,586, avg:1522530770.2 +Numeric std dev: 27554.1 +Unique numbers tracked: 250 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 10/8,048 (0.1%) +Types: str:10 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 10 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 10/8,048 (0.1%) +Types: dict:10 + +================================================================================ + +================================================================================ +FILE: RS_2006-02.jsonl +Analysis Time: 2026-01-15 06:08:50 +================================================================================ +Total lines: 9,501 +Processed lines: 9,501 +Total unique fields: 59 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:9,501 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 7.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 307 (3.2%) + 'BioGeek': 99 (1.0%) + 'rmc': 74 (0.8%) + 'jawahar': 67 (0.7%) + 'hitsman': 60 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 9,501/9,501 (100.0%) +Types: NoneType:8,832, str:669 +Null/Empty: null:8,832, empty_str:669 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 9,501/9,501 (100.0%) +Types: NoneType:9,501 +Null/Empty: null:9,501 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 9,501/9,501 (100.0%) +Types: NoneType:9,501 +Null/Empty: null:9,501 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 9,501/9,501 (100.0%) +Types: NoneType:8,832, str:669 +Null/Empty: null:8,832 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 669 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:7,864 (82.8%), false:1,637 (17.2%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:8,832 (93.0%), false:669 (7.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:0 (0.0%), false:9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 9,501/9,501 (100.0%) +Types: int:9,501 +Numeric values: 9,501 total +Numeric range: min:1,138,752,181, max:1,141,171,093, avg:1140068473.0 +Numeric std dev: 726315.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 9,501/9,501 (100.0%) +Types: NoneType:9,501 +Null/Empty: null:9,501 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 15.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'thefuturum.com': 55 (0.6%) + 'news.bbc.co.uk': 30 (0.3%) + 'washingtonpost.com': 29 (0.3%) + 'news.yahoo.com': 21 (0.2%) + 'nytimes.com': 21 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:0 (0.0%), false:9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 9,501/9,501 (100.0%) +Types: int:9,501 +Numeric values: 9,501 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:0 (0.0%), false:9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:0 (0.0%), false:9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '166c': 1 (0.0%) + '166h': 1 (0.0%) + '166j': 1 (0.0%) + '166k': 1 (0.0%) + '166n': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:8,390 (88.3%), false:1,111 (11.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:0 (0.0%), false:9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:0 (0.0%), false:9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:0 (0.0%), false:9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 9,501/9,501 (100.0%) +Types: NoneType:9,501 +Null/Empty: null:9,501 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 9,501/9,501 (100.0%) +Types: list:9,501 +Null/Empty: empty_arr:9,501 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 9,501/9,501 (100.0%) +Types: NoneType:9,501 +Null/Empty: null:9,501 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:0 (0.0%), false:9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 9,501/9,501 (100.0%) +Types: NoneType:9,501 +Null/Empty: null:9,501 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 9,501/9,501 (100.0%) +Types: dict:9,501 +Null/Empty: empty_obj:9,501 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:7,132 (75.1%), false:2,369 (24.9%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 9,501/9,501 (100.0%) +Types: int:9,501 +Numeric values: 9,501 total +Numeric range: min:0, max:158, avg:0.9 +Numeric std dev: 4.4 +Unique numbers tracked: 55 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 9,501/9,501 (100.0%) +Types: int:9,501 +Numeric values: 9,501 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:260 (2.7%), false:9,241 (97.3%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 9,501/9,501 (100.0%) +Types: str:8,119, NoneType:1,382 +Null/Empty: null:1,382 +String length avg: 7.3 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 7,864 (96.9%) + 'promo_adult_nsfw': 255 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 63.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/166c/inside_look_at_a_billi...': 1 (0.0%) + '/r/reddit.com/comments/166h/what_does_that_mean_ma...': 1 (0.0%) + '/r/reddit.com/comments/166j/oslo_clickwalk/': 1 (0.0%) + '/r/reddit.com/comments/166k/full_text_of_bushs_sta...': 1 (0.0%) + '/r/reddit.com/comments/166n/crepuscular_rays/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 9,501/9,501 (100.0%) +Types: int:9,501 +Numeric values: 9,501 total +Numeric range: min:0, max:730, avg:8.5 +Numeric std dev: 29.9 +Unique numbers tracked: 223 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 9,501/9,501 (100.0%) +Types: NoneType:9,501 +Null/Empty: null:9,501 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 9,501/9,501 (100.0%) +Types: dict:9,501 +Null/Empty: empty_obj:9,501 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +Null/Empty: empty_str:9,192 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 309 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:9,501 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:0 (0.0%), false:9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:0 (0.0%), false:9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 8.5 +Unique strings tracked: 22 +Top 5 string values: + 'reddit.com': 7,439 (78.3%) + 'ja': 725 (7.6%) + 'de': 355 (3.7%) + 'nsfw': 255 (2.7%) + 'features': 134 (1.4%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 4.6 +Unique strings tracked: 22 +Top 5 string values: + 't5_6': 7,439 (78.3%) + 't5_22i6': 725 (7.6%) + 't5_22i0': 355 (3.7%) + 't5_vf2': 255 (2.7%) + 't5_21n6': 134 (1.4%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 10.5 +Unique strings tracked: 22 +Top 5 string values: + 'r/reddit.com': 7,439 (78.3%) + 'r/ja': 725 (7.6%) + 'r/de': 355 (3.7%) + 'r/nsfw': 255 (2.7%) + 'r/features': 134 (1.4%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 7.6 +Unique strings tracked: 3 +String values distribution: + 'archived': 7,439 (78.3%) + 'public': 1,896 (20.0%) + 'restricted': 166 (1.7%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 9,501/9,501 (100.0%) +Types: NoneType:8,751, str:750 +Null/Empty: null:8,751 +String length avg: 3.2 +Unique strings tracked: 2 +String values distribution: + 'new': 725 (96.7%) + 'confidence': 25 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 7.0 +Unique strings tracked: 6 +String values distribution: + 'default': 9,496 (99.9%) + 'https://b.thumbs.redditmedia.com/Qgf3w2O3yYBDCe8qR...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/uBs4Kvj1AtwoMWpPf...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/xgStF1b7vBodM6sme...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/xCuzqPChonwFLBaTs...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/U-ZuPn1b_TPxFr-3G...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 9,501/9,501 (100.0%) +Types: NoneType:9,495, int:6 +Null/Empty: null:9,495 +Numeric values: 6 total +Numeric range: min:73, max:140, avg:114.7 +Numeric std dev: 28.5 +Unique numbers tracked: 4 +Numeric values distribution: + 140: 3 (50.0%) + 80: 1 (16.7%) + 115: 1 (16.7%) + 73: 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 9,501/9,501 (100.0%) +Types: NoneType:9,495, int:6 +Null/Empty: null:9,495 +Numeric values: 6 total +Numeric range: min:140, max:140, avg:140.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 140: 6 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 44.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Inside look at a billionaire's budget / Larry Elli...': 2 (0.0%) + 'Proof that Apple will be launching a mobile servic...': 2 (0.0%) + 'China Cancels Release of ‘Geisha’': 2 (0.0%) + 'Man Sues Apple Over Potential Hearing Loss': 2 (0.0%) + 'Researchers Warn of File-Destroying Worm': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 58.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.seedmagazine.com/news/2005/12/mental_ti...': 2 (0.0%) + 'http://thefuturum.com/blog/?p=411': 2 (0.0%) + 'http://thefuturum.com/blog/?p=416': 2 (0.0%) + 'http://thefuturum.com/blog/?p=417': 2 (0.0%) + 'http://thefuturum.com/blog/?p=418': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 9,501/9,501 (100.0%) +Types: str:8,119, NoneType:1,382 +Null/Empty: null:1,382 +String length avg: 7.3 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 7,863 (96.8%) + 'promo_adult_nsfw': 256 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 8,832/9,501 (93.0%) +Types: list:8,832 +Null/Empty: empty_arr:8,832 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 8,832/9,501 (93.0%) +Types: str:8,832 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 8,832 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 426/9,501 (4.5%) +Types: int:426 +Numeric values: 426 total +Numeric range: min:1,522,676,561, max:1,522,676,578, avg:1522676568.6 +Numeric std dev: 0.0 +Unique numbers tracked: 14 +Top 5 numeric values: + 1,522,676,564: 60 (14.1%) + 1,522,676,563: 46 (10.8%) + 1,522,676,572: 35 (8.2%) + 1,522,676,568: 31 (7.3%) + 1,522,676,573: 31 (7.3%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 5/9,501 (0.1%) +Types: str:5 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 5 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 5/9,501 (0.1%) +Types: dict:5 + +================================================================================ + +================================================================================ +FILE: RS_2006-03.jsonl +Analysis Time: 2026-01-15 06:08:50 +================================================================================ +Total lines: 12,525 +Processed lines: 12,525 +Total unique fields: 60 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:12,525 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 7.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 240 (1.9%) + 'jawahar': 156 (1.2%) + 'otsune': 124 (1.0%) + 'BioGeek': 98 (0.8%) + 'hitsman': 63 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 12,525/12,525 (100.0%) +Types: NoneType:11,688, str:837 +Null/Empty: null:11,688, empty_str:837 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 12,525/12,525 (100.0%) +Types: NoneType:12,525 +Null/Empty: null:12,525 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 12,525/12,525 (100.0%) +Types: NoneType:12,525 +Null/Empty: null:12,525 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 12,525/12,525 (100.0%) +Types: NoneType:11,688, str:837 +Null/Empty: null:11,688 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 837 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:9,810 (78.3%), false:2,715 (21.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:11,688 (93.3%), false:837 (6.7%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:0 (0.0%), false:12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 12,525/12,525 (100.0%) +Types: int:12,525 +Numeric values: 12,525 total +Numeric range: min:1,141,171,234, max:1,143,849,535, avg:1142555221.5 +Numeric std dev: 786856.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 12,525/12,525 (100.0%) +Types: NoneType:12,525 +Null/Empty: null:12,525 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 15.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'features.reddit.com': 37 (0.3%) + 'news.bbc.co.uk': 35 (0.3%) + 'techeblog.com': 20 (0.2%) + 'agonist.org': 18 (0.1%) + 'impactlab.com': 16 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:0 (0.0%), false:12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 12,525/12,525 (100.0%) +Types: int:12,525 +Numeric values: 12,525 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:0 (0.0%), false:12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:0 (0.0%), false:12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2icw': 1 (0.0%) + '2idn': 1 (0.0%) + '2ie4': 1 (0.0%) + '2iek': 1 (0.0%) + '2ies': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:10,971 (87.6%), false:1,554 (12.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:0 (0.0%), false:12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:0 (0.0%), false:12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:0 (0.0%), false:12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 12,525/12,525 (100.0%) +Types: NoneType:12,525 +Null/Empty: null:12,525 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 12,525/12,525 (100.0%) +Types: list:12,525 +Null/Empty: empty_arr:12,525 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 12,525/12,525 (100.0%) +Types: NoneType:12,525 +Null/Empty: null:12,525 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:0 (0.0%), false:12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 12,525/12,525 (100.0%) +Types: NoneType:12,525 +Null/Empty: null:12,525 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 12,525/12,525 (100.0%) +Types: dict:12,525 +Null/Empty: empty_obj:12,525 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:9,934 (79.3%), false:2,591 (20.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 12,525/12,525 (100.0%) +Types: int:12,525 +Numeric values: 12,525 total +Numeric range: min:0, max:225, avg:1.0 +Numeric std dev: 5.1 +Unique numbers tracked: 59 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 12,525/12,525 (100.0%) +Types: int:12,525 +Numeric values: 12,525 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:601 (4.8%), false:11,924 (95.2%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 12,525/12,525 (100.0%) +Types: str:10,140, NoneType:2,385 +Null/Empty: null:2,385 +String length avg: 7.3 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 9,810 (96.7%) + 'promo_adult_nsfw': 330 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 62.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/2icw/well_that_was_a_bust/': 1 (0.0%) + '/r/reddit.com/comments/2idn/holocaust_why_david_ir...': 1 (0.0%) + '/r/reddit.com/comments/2ie4/google_shares_fall_sha...': 1 (0.0%) + '/r/reddit.com/comments/2iek/newsvine_launching_tom...': 1 (0.0%) + '/r/reddit.com/comments/2ies/voodoopc_to_launch_8tb...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 12,525/12,525 (100.0%) +Types: int:12,525 +Numeric values: 12,525 total +Numeric range: min:0, max:583, avg:7.5 +Numeric std dev: 29.1 +Unique numbers tracked: 230 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 12,525/12,525 (100.0%) +Types: NoneType:12,525 +Null/Empty: null:12,525 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 12,525/12,525 (100.0%) +Types: dict:12,525 +Null/Empty: empty_obj:12,525 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +Null/Empty: empty_str:12,205 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 320 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:12,525 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:0 (0.0%), false:12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:0 (0.0%), false:12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 8.1 +Unique strings tracked: 23 +Top 5 string values: + 'reddit.com': 8,503 (67.9%) + 'ja': 1,380 (11.0%) + 'de': 666 (5.3%) + 'programming': 641 (5.1%) + 'nsfw': 330 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 4.9 +Unique strings tracked: 23 +Top 5 string values: + 't5_6': 8,503 (67.9%) + 't5_22i6': 1,380 (11.0%) + 't5_22i0': 666 (5.3%) + 't5_2fwo': 641 (5.1%) + 't5_vf2': 330 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 10.1 +Unique strings tracked: 23 +Top 5 string values: + 'r/reddit.com': 8,503 (67.9%) + 'r/ja': 1,380 (11.0%) + 'r/de': 666 (5.3%) + 'r/programming': 641 (5.1%) + 'r/nsfw': 330 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 7.4 +Unique strings tracked: 3 +String values distribution: + 'archived': 8,503 (67.9%) + 'public': 3,889 (31.0%) + 'restricted': 133 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 12,525/12,525 (100.0%) +Types: NoneType:11,142, str:1,383 +Null/Empty: null:11,142 +String length avg: 3.0 +Unique strings tracked: 2 +String values distribution: + 'new': 1,380 (99.8%) + 'confidence': 3 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 7.0 +Unique strings tracked: 7 +String values distribution: + 'default': 12,519 (100.0%) + 'https://a.thumbs.redditmedia.com/HpGe7UYR9nGCahY5R...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/OdoKi3QJZC_f2Y_eK...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/89b2UXSO0OXkt3NX7...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/0RqMuM0K00QK6fJts...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/SZuaKtIaAd4LhTWtK...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/GhJxCSFNu75vfN3JU...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 12,525/12,525 (100.0%) +Types: NoneType:12,519, int:6 +Null/Empty: null:12,519 +Numeric values: 6 total +Numeric range: min:73, max:140, avg:114.0 +Numeric std dev: 28.9 +Unique numbers tracked: 4 +Numeric values distribution: + 140: 3 (50.0%) + 73: 1 (16.7%) + 113: 1 (16.7%) + 78: 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 12,525/12,525 (100.0%) +Types: NoneType:12,519, int:6 +Null/Empty: null:12,519 +Numeric values: 6 total +Numeric range: min:140, max:140, avg:140.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 140: 6 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 42.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'JavaScript SOAP Client': 2 (0.0%) + 'Develop your own filesystem with FUSE': 2 (0.0%) + 'Our growth is slowing, Google admits': 2 (0.0%) + 'Could you please improve the recommended page algo...': 2 (0.0%) + 'Asian DVD Club': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 58.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.codeproject.com/Ajax/JavaScriptSOAPClie...': 2 (0.0%) + 'http://www.jot.fm/issues/issue_2006_03/column1': 2 (0.0%) + 'http://norvig.com/python-iaq.html': 2 (0.0%) + 'http://www.shockabsorber.co.uk/bounceometer/shock....': 2 (0.0%) + 'http://www.macgeekery.com/opinion/well_that_was_a_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 12,525/12,525 (100.0%) +Types: str:10,140, NoneType:2,385 +Null/Empty: null:2,385 +String length avg: 7.3 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 9,809 (96.7%) + 'promo_adult_nsfw': 331 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 11,688/12,525 (93.3%) +Types: list:11,688 +Null/Empty: empty_arr:11,688 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 11,688/12,525 (93.3%) +Types: str:11,688 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 11,688 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 206/12,525 (1.6%) +Types: int:206 +Numeric values: 206 total +Numeric range: min:1,522,676,549, max:1,522,676,560, avg:1522676553.7 +Numeric std dev: 0.0 +Unique numbers tracked: 10 +Numeric values distribution: + 1,522,676,553: 48 (23.3%) + 1,522,676,550: 25 (12.1%) + 1,522,676,549: 24 (11.7%) + 1,522,676,551: 19 (9.2%) + 1,522,676,556: 18 (8.7%) + 1,522,676,557: 17 (8.3%) + 1,522,676,555: 15 (7.3%) + 1,522,676,560: 15 (7.3%) + 1,522,676,559: 14 (6.8%) + 1,522,676,554: 11 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 112/12,525 (0.9%) +Types: bool:112 +Booleans: true:112 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 5/12,525 (0.0%) +Types: str:5 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 5 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 5/12,525 (0.0%) +Types: dict:5 + +================================================================================ + +================================================================================ +FILE: RS_2006-04.jsonl +Analysis Time: 2026-01-15 06:08:51 +================================================================================ +Total lines: 12,556 +Processed lines: 12,556 +Total unique fields: 60 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:12,556 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 237 (1.9%) + 'erku': 93 (0.7%) + 'unknown': 83 (0.7%) + 'idyll': 42 (0.3%) + 'BioGeek': 39 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 12,556/12,556 (100.0%) +Types: NoneType:11,681, str:875 +Null/Empty: null:11,681, empty_str:875 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 12,556/12,556 (100.0%) +Types: NoneType:12,556 +Null/Empty: null:12,556 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 12,556/12,556 (100.0%) +Types: NoneType:12,556 +Null/Empty: null:12,556 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 12,556/12,556 (100.0%) +Types: NoneType:11,681, str:875 +Null/Empty: null:11,681 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 875 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:10,608 (84.5%), false:1,948 (15.5%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:11,681 (93.0%), false:875 (7.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:0 (0.0%), false:12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 12,556/12,556 (100.0%) +Types: int:12,556 +Numeric values: 12,556 total +Numeric range: min:1,143,849,794, max:1,146,440,993, avg:1145163707.5 +Numeric std dev: 734910.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 12,556/12,556 (100.0%) +Types: NoneType:12,556 +Null/Empty: null:12,556 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 15.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'emaxhealth.com': 41 (0.3%) + 'news.bbc.co.uk': 30 (0.2%) + 'bloggerparty.com': 26 (0.2%) + 'videosift.com': 22 (0.2%) + 'nytimes.com': 20 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:0 (0.0%), false:12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 12,556/12,556 (100.0%) +Types: int:12,556 +Numeric values: 12,556 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:0 (0.0%), false:12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:0 (0.0%), false:12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '3rip': 1 (0.0%) + '3rir': 1 (0.0%) + '3ris': 1 (0.0%) + '3riv': 1 (0.0%) + '3rj0': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:9,341 (74.4%), false:3,215 (25.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:0 (0.0%), false:12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:0 (0.0%), false:12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:0 (0.0%), false:12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 12,556/12,556 (100.0%) +Types: NoneType:12,556 +Null/Empty: null:12,556 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 12,556/12,556 (100.0%) +Types: list:12,556 +Null/Empty: empty_arr:12,556 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 12,556/12,556 (100.0%) +Types: NoneType:12,556 +Null/Empty: null:12,556 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:0 (0.0%), false:12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 12,556/12,556 (100.0%) +Types: NoneType:12,556 +Null/Empty: null:12,556 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 12,556/12,556 (100.0%) +Types: dict:12,556 +Null/Empty: empty_obj:12,556 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:9,788 (78.0%), false:2,768 (22.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 12,556/12,556 (100.0%) +Types: int:12,556 +Numeric values: 12,556 total +Numeric range: min:0, max:317, avg:1.5 +Numeric std dev: 6.6 +Unique numbers tracked: 81 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 12,556/12,556 (100.0%) +Types: int:12,556 +Numeric values: 12,556 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:626 (5.0%), false:11,930 (95.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 12,556/12,556 (100.0%) +Types: str:11,049, NoneType:1,507 +Null/Empty: null:1,507 +String length avg: 7.4 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 10,608 (96.0%) + 'promo_adult_nsfw': 441 (4.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 64.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/3rip/iraq_on_the_record_a_s...': 1 (0.0%) + '/r/ja/comments/3rir/rubricks_cms_on_rails/': 1 (0.0%) + '/r/reddit.com/comments/3ris/islamic_dance_party/': 1 (0.0%) + '/r/reddit.com/comments/3riv/how_to_make_bash_compl...': 1 (0.0%) + '/r/nsfw/comments/3rj0/hot_web_cam_chicks/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 12,556/12,556 (100.0%) +Types: int:12,556 +Numeric values: 12,556 total +Numeric range: min:0, max:437, avg:7.9 +Numeric std dev: 29.3 +Unique numbers tracked: 232 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 12,556/12,556 (100.0%) +Types: NoneType:12,556 +Null/Empty: null:12,556 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 12,556/12,556 (100.0%) +Types: dict:12,556 +Null/Empty: empty_obj:12,556 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +Null/Empty: empty_str:12,204 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 352 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:12,556 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:0 (0.0%), false:12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:0 (0.0%), false:12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 9.1 +Unique strings tracked: 25 +Top 5 string values: + 'reddit.com': 9,945 (79.2%) + 'programming': 515 (4.1%) + 'ja': 448 (3.6%) + 'nsfw': 441 (3.5%) + 'it': 191 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 4.6 +Unique strings tracked: 25 +Top 5 string values: + 't5_6': 9,945 (79.2%) + 't5_2fwo': 515 (4.1%) + 't5_22i6': 448 (3.6%) + 't5_vf2': 441 (3.5%) + 't5_247c': 191 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 11.1 +Unique strings tracked: 25 +Top 5 string values: + 'r/reddit.com': 9,945 (79.2%) + 'r/programming': 515 (4.1%) + 'r/ja': 448 (3.6%) + 'r/nsfw': 441 (3.5%) + 'r/it': 191 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 7.6 +Unique strings tracked: 3 +String values distribution: + 'archived': 9,945 (79.2%) + 'public': 2,546 (20.3%) + 'restricted': 65 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 12,556/12,556 (100.0%) +Types: NoneType:12,104, str:452 +Null/Empty: null:12,104 +String length avg: 3.1 +Unique strings tracked: 2 +String values distribution: + 'new': 448 (99.1%) + 'confidence': 4 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 7.0 +Unique strings tracked: 4 +String values distribution: + 'default': 12,553 (100.0%) + 'https://b.thumbs.redditmedia.com/ahmx10l2wE2B9BwbM...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/ZISpsOL7nI1f1OCQz...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/yoND7tvUKPCvMHZY5...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 12,556/12,556 (100.0%) +Types: NoneType:12,553, int:3 +Null/Empty: null:12,553 +Numeric values: 3 total +Numeric range: min:85, max:140, avg:108.7 +Numeric std dev: 23.1 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 1 (33.3%) + 85: 1 (33.3%) + 101: 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 12,556/12,556 (100.0%) +Types: NoneType:12,553, int:3 +Null/Empty: null:12,553 +Numeric values: 3 total +Numeric range: min:140, max:140, avg:140.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 140: 3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 44.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Build Your Own Web 2.0 Application Using Fluff and...': 2 (0.0%) + 'Google's hidden payroll': 2 (0.0%) + 'Cockroaches Make Group Decisions': 2 (0.0%) + 'Microsoft Buys OpenOffice.org!': 2 (0.0%) + 'The Frankenstein Economy - Made in the U.S.A., 199...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 61.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://lxer.com/module/newswire/view/57303/': 2 (0.0%) + 'http://www.sitepoint.com/article/application-fluff...': 2 (0.0%) + 'http://www.usatoday.com/tech/news/2006-03-28-googe...': 2 (0.0%) + 'http://dsc.discovery.com/news/briefs/20060327/cock...': 2 (0.0%) + 'http://www.livescience.com/humanbiology/060328_bad...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 12,556/12,556 (100.0%) +Types: str:11,049, NoneType:1,507 +Null/Empty: null:1,507 +String length avg: 7.4 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 10,605 (96.0%) + 'promo_adult_nsfw': 444 (4.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 11,681/12,556 (93.0%) +Types: list:11,681 +Null/Empty: empty_arr:11,681 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 11,681/12,556 (93.0%) +Types: str:11,681 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 11,681 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 316/12,556 (2.5%) +Types: int:316 +Numeric values: 316 total +Numeric range: min:1,522,676,526, max:1,522,676,547, avg:1522676536.4 +Numeric std dev: 22.6 +Unique numbers tracked: 18 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 201/12,556 (1.6%) +Types: bool:201 +Booleans: true:201 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3/12,556 (0.0%) +Types: str:3 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3/12,556 (0.0%) +Types: dict:3 + +================================================================================ + +================================================================================ +FILE: RS_2006-05.jsonl +Analysis Time: 2026-01-15 06:08:52 +================================================================================ +Total lines: 14,701 +Processed lines: 14,701 +Total unique fields: 60 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:14,701 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 238 (1.6%) + 'idyll': 63 (0.4%) + 'lmpinto': 44 (0.3%) + 'BioGeek': 37 (0.3%) + 'dr2tom': 28 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 14,701/14,701 (100.0%) +Types: NoneType:13,777, str:924 +Null/Empty: null:13,777, empty_str:924 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 14,701/14,701 (100.0%) +Types: NoneType:14,701 +Null/Empty: null:14,701 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 14,701/14,701 (100.0%) +Types: NoneType:14,701 +Null/Empty: null:14,701 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 14,701/14,701 (100.0%) +Types: NoneType:13,777, str:924 +Null/Empty: null:13,777 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 924 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:12,464 (84.8%), false:2,237 (15.2%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:13,777 (93.7%), false:924 (6.3%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:0 (0.0%), false:14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 14,701/14,701 (100.0%) +Types: int:14,701 +Numeric values: 14,701 total +Numeric range: min:1,146,441,611, max:1,149,119,959, avg:1147820369.8 +Numeric std dev: 775239.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 14,701/14,701 (100.0%) +Types: NoneType:14,701 +Null/Empty: null:14,701 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 15.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'writingup.com': 65 (0.4%) + 'news.bbc.co.uk': 28 (0.2%) + 'wn.goldenprose.com': 23 (0.2%) + 'news.yahoo.com': 22 (0.1%) + 'youtube.com': 17 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:0 (0.0%), false:14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 14,701/14,701 (100.0%) +Types: int:14,701 +Numeric values: 14,701 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:0 (0.0%), false:14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:0 (0.0%), false:14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '57ie': 1 (0.0%) + '57ii': 1 (0.0%) + '57ik': 1 (0.0%) + '57ip': 1 (0.0%) + '57ir': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:11,078 (75.4%), false:3,623 (24.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:0 (0.0%), false:14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:0 (0.0%), false:14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:0 (0.0%), false:14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 14,701/14,701 (100.0%) +Types: NoneType:14,701 +Null/Empty: null:14,701 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 14,701/14,701 (100.0%) +Types: list:14,701 +Null/Empty: empty_arr:14,701 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 14,701/14,701 (100.0%) +Types: NoneType:14,701 +Null/Empty: null:14,701 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:0 (0.0%), false:14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 14,701/14,701 (100.0%) +Types: NoneType:14,700, dict:1 +Null/Empty: null:14,700 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 14,701/14,701 (100.0%) +Types: dict:14,701 +Null/Empty: empty_obj:14,700 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:11,909 (81.0%), false:2,792 (19.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 14,701/14,701 (100.0%) +Types: int:14,701 +Numeric values: 14,701 total +Numeric range: min:0, max:635, avg:1.7 +Numeric std dev: 9.6 +Unique numbers tracked: 99 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 14,701/14,701 (100.0%) +Types: int:14,701 +Numeric values: 14,701 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:625 (4.3%), false:14,076 (95.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 14,701/14,701 (100.0%) +Types: str:12,952, NoneType:1,749 +Null/Empty: null:1,749 +String length avg: 7.3 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 12,464 (96.2%) + 'promo_adult_nsfw': 488 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 64.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/57ie/do_you_need_an_agent_a...': 1 (0.0%) + '/r/reddit.com/comments/57ii/bush_more_evil_than_bi...': 1 (0.0%) + '/r/reddit.com/comments/57ik/researchers_learn_more...': 1 (0.0%) + '/r/reddit.com/comments/57ip/mental_disorder_or_per...': 1 (0.0%) + '/r/reddit.com/comments/57ir/perm_software_allows_n...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 14,701/14,701 (100.0%) +Types: int:14,701 +Numeric values: 14,701 total +Numeric range: min:0, max:592, avg:7.8 +Numeric std dev: 30.9 +Unique numbers tracked: 257 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 14,701/14,701 (100.0%) +Types: NoneType:14,700, dict:1 +Null/Empty: null:14,700 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 14,701/14,701 (100.0%) +Types: dict:14,701 +Null/Empty: empty_obj:14,700 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +Null/Empty: empty_str:14,284 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 417 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:14,701 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:0 (0.0%), false:14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:0 (0.0%), false:14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 9.5 +Unique strings tracked: 28 +Top 5 string values: + 'reddit.com': 11,842 (80.6%) + 'lipstick.com': 798 (5.4%) + 'programming': 598 (4.1%) + 'nsfw': 488 (3.3%) + 'ja': 359 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 4.6 +Unique strings tracked: 28 +Top 5 string values: + 't5_6': 11,842 (80.6%) + 't5_4k4c': 798 (5.4%) + 't5_2fwo': 598 (4.1%) + 't5_vf2': 488 (3.3%) + 't5_22i6': 359 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 11.5 +Unique strings tracked: 28 +Top 5 string values: + 'r/reddit.com': 11,842 (80.6%) + 'r/lipstick.com': 798 (5.4%) + 'r/programming': 598 (4.1%) + 'r/nsfw': 488 (3.3%) + 'r/ja': 359 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 7.6 +Unique strings tracked: 3 +String values distribution: + 'archived': 11,842 (80.6%) + 'public': 2,805 (19.1%) + 'restricted': 54 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 14,701/14,701 (100.0%) +Types: NoneType:14,334, str:367 +Null/Empty: null:14,334 +String length avg: 3.2 +Unique strings tracked: 2 +String values distribution: + 'new': 359 (97.8%) + 'confidence': 8 (2.2%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 7.0 +Unique strings tracked: 4 +String values distribution: + 'default': 14,698 (100.0%) + 'https://b.thumbs.redditmedia.com/245QWaF8SyOrRcVo7...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/9nEtFaT_Jdb8ofAZu...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/VH6HoUFx-Y9o1U1b4...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 14,701/14,701 (100.0%) +Types: NoneType:14,694, int:7 +Null/Empty: null:14,694 +Numeric values: 7 total +Numeric range: min:12, max:140, avg:91.6 +Numeric std dev: 41.8 +Unique numbers tracked: 5 +Numeric values distribution: + 105: 2 (28.6%) + 70: 2 (28.6%) + 12: 1 (14.3%) + 140: 1 (14.3%) + 139: 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 14,701/14,701 (100.0%) +Types: NoneType:14,694, int:7 +Null/Empty: null:14,694 +Numeric values: 7 total +Numeric range: min:70, max:140, avg:110.0 +Numeric std dev: 34.6 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 4 (57.1%) + 70: 3 (42.9%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 44.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Scientists make water run uphill': 2 (0.0%) + 'The Face Transplant Recipient Speakes': 2 (0.0%) + 'Become a Search Engine All-You-Can-Eat Buffet': 2 (0.0%) + 'Some Unix Tricks': 2 (0.0%) + 'Passion Killers': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 63.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://technopedia.info/tech/2006/04/30/major-bug-...': 2 (0.0%) + 'http://www.tonyyoo.com/protolize/': 2 (0.0%) + 'http://blog.bioethics.net/2006/05/face-transplant-...': 2 (0.0%) + 'http://technopedia.info/tech/2006/04/30/some-unix-...': 2 (0.0%) + 'http://blog.qualityaspect.com/2006/04/30/passion-k...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 14,701/14,701 (100.0%) +Types: str:12,952, NoneType:1,749 +Null/Empty: null:1,749 +String length avg: 7.3 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 12,455 (96.2%) + 'promo_adult_nsfw': 497 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 13,777/14,701 (93.7%) +Types: list:13,777 +Null/Empty: empty_arr:13,777 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 13,777/14,701 (93.7%) +Types: str:13,777 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 13,777 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 208/14,701 (1.4%) +Types: int:208 +Numeric values: 208 total +Numeric range: min:1,522,676,511, max:1,522,676,525, avg:1522676518.1 +Numeric std dev: 0.0 +Unique numbers tracked: 12 +Top 5 numeric values: + 1,522,676,511: 24 (11.5%) + 1,522,676,518: 22 (10.6%) + 1,522,676,521: 22 (10.6%) + 1,522,676,525: 21 (10.1%) + 1,522,676,515: 18 (8.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 61/14,701 (0.4%) +Types: bool:61 +Booleans: true:61 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3/14,701 (0.0%) +Types: str:3 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3/14,701 (0.0%) +Types: dict:3 + +================================================================================ + +================================================================================ +FILE: RS_2006-06.jsonl +Analysis Time: 2026-01-15 06:08:54 +================================================================================ +Total lines: 16,942 +Processed lines: 16,942 +Total unique fields: 60 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:16,942 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 206 (1.2%) + 'darky99': 44 (0.3%) + 'jalba': 31 (0.2%) + 'pingthomas': 22 (0.1%) + 'hedgehogman': 21 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 16,942/16,942 (100.0%) +Types: NoneType:15,554, str:1,388 +Null/Empty: null:15,554, empty_str:1,388 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 16,942/16,942 (100.0%) +Types: NoneType:16,942 +Null/Empty: null:16,942 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 16,942/16,942 (100.0%) +Types: NoneType:16,942 +Null/Empty: null:16,942 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 16,942/16,942 (100.0%) +Types: NoneType:15,554, str:1,388 +Null/Empty: null:15,554 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 1,388 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:14,585 (86.1%), false:2,357 (13.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:15,554 (91.8%), false:1,388 (8.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:0 (0.0%), false:16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 16,942/16,942 (100.0%) +Types: int:16,942 +Numeric values: 16,942 total +Numeric range: min:1,149,120,046, max:1,151,711,812, avg:1150456395.7 +Numeric std dev: 750755.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 16,942/16,942 (100.0%) +Types: NoneType:16,942 +Null/Empty: null:16,942 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 16.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'securitydot.net': 37 (0.2%) + 'writingup.com': 35 (0.2%) + 'activehowto.com': 30 (0.2%) + 'wn.goldenprose.com': 18 (0.1%) + 'news.bbc.co.uk': 17 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:0 (0.0%), false:16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 16,942/16,942 (100.0%) +Types: int:16,942 +Numeric values: 16,942 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:0 (0.0%), false:16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:0 (0.0%), false:16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6zvc': 1 (0.0%) + '6zve': 1 (0.0%) + '6zvj': 1 (0.0%) + '6zvx': 1 (0.0%) + '6zwm': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:11,844 (69.9%), false:5,098 (30.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:0 (0.0%), false:16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:0 (0.0%), false:16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:0 (0.0%), false:16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 16,942/16,942 (100.0%) +Types: NoneType:16,942 +Null/Empty: null:16,942 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 16,942/16,942 (100.0%) +Types: list:16,942 +Null/Empty: empty_arr:16,942 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 16,942/16,942 (100.0%) +Types: NoneType:16,942 +Null/Empty: null:16,942 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:0 (0.0%), false:16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 16,942/16,942 (100.0%) +Types: NoneType:16,942 +Null/Empty: null:16,942 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 16,942/16,942 (100.0%) +Types: dict:16,942 +Null/Empty: empty_obj:16,942 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:14,128 (83.4%), false:2,814 (16.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 16,942/16,942 (100.0%) +Types: int:16,942 +Numeric values: 16,942 total +Numeric range: min:0, max:257, avg:1.6 +Numeric std dev: 7.4 +Unique numbers tracked: 97 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 16,942/16,942 (100.0%) +Types: int:16,942 +Numeric values: 16,942 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:622 (3.7%), false:16,320 (96.3%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 16,942/16,942 (100.0%) +Types: str:15,027, NoneType:1,915 +Null/Empty: null:1,915 +String length avg: 7.3 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 14,585 (97.1%) + 'promo_adult_nsfw': 442 (2.9%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 64.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/6zvc/the_raw_story_fcc_plan...': 1 (0.0%) + '/r/reddit.com/comments/6zve/quadski_jetskiatv_comb...': 1 (0.0%) + '/r/reddit.com/comments/6zvj/beejs_guide_to_network...': 1 (0.0%) + '/r/reddit.com/comments/6zvx/free_information_is_wo...': 1 (0.0%) + '/r/reddit.com/comments/6zwm/acne_treatment_resouce...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 16,942/16,942 (100.0%) +Types: int:16,942 +Numeric values: 16,942 total +Numeric range: min:0, max:473, avg:6.6 +Numeric std dev: 27.6 +Unique numbers tracked: 254 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 16,942/16,942 (100.0%) +Types: NoneType:16,942 +Null/Empty: null:16,942 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 16,942/16,942 (100.0%) +Types: dict:16,942 +Null/Empty: empty_obj:16,942 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +Null/Empty: empty_str:16,455 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 487 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:16,942 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:0 (0.0%), false:16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:0 (0.0%), false:16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 9.7 +Unique strings tracked: 21 +Top 5 string values: + 'reddit.com': 13,946 (82.3%) + 'lipstick.com': 1,084 (6.4%) + 'programming': 605 (3.6%) + 'nsfw': 442 (2.6%) + 'ja': 227 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 4.5 +Unique strings tracked: 21 +Top 5 string values: + 't5_6': 13,946 (82.3%) + 't5_4k4c': 1,084 (6.4%) + 't5_2fwo': 605 (3.6%) + 't5_vf2': 442 (2.6%) + 't5_22i6': 227 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 11.7 +Unique strings tracked: 21 +Top 5 string values: + 'r/reddit.com': 13,946 (82.3%) + 'r/lipstick.com': 1,084 (6.4%) + 'r/programming': 605 (3.6%) + 'r/nsfw': 442 (2.6%) + 'r/ja': 227 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 7.7 +Unique strings tracked: 3 +String values distribution: + 'archived': 13,946 (82.3%) + 'public': 2,952 (17.4%) + 'restricted': 44 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 16,942/16,942 (100.0%) +Types: NoneType:16,715, str:227 +Null/Empty: null:16,715 +String length avg: 3.0 +Unique strings tracked: 1 +String values distribution: + 'new': 227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'default': 16,941 (100.0%) + 'https://b.thumbs.redditmedia.com/5-QDkJZu-mEL_sW3L...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 16,942/16,942 (100.0%) +Types: NoneType:16,936, int:6 +Null/Empty: null:16,936 +Numeric values: 6 total +Numeric range: min:92, max:140, avg:118.3 +Numeric std dev: 20.4 +Unique numbers tracked: 5 +Numeric values distribution: + 140: 2 (33.3%) + 133: 1 (16.7%) + 92: 1 (16.7%) + 111: 1 (16.7%) + 94: 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 16,942/16,942 (100.0%) +Types: NoneType:16,936, int:6 +Null/Empty: null:16,936 +Numeric values: 6 total +Numeric range: min:140, max:140, avg:140.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 140: 6 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 43.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Cigarettes in small packs banned from today': 3 (0.0%) + 'N.H. Joins States Requiring Cigarettes to be 'Fire...': 3 (0.0%) + 'Reynolds completes acquisition of Conwood': 3 (0.0%) + 'open project to create a live social experience ar...': 2 (0.0%) + 'Mistaken identity shifts grief after deadly accide...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 62.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://miscgroups.blogspot.com/2006/06/sharon-van-...': 2 (0.0%) + 'http://nwn.blogs.com/nwn/2006/05/god_game.html': 2 (0.0%) + 'http://blogs.x2line.com/al/archive/2006/06/02/1722...': 2 (0.0%) + 'http://hop.inria.fr/usr/local/share/hop/weblets/ho...': 2 (0.0%) + 'http://blogcritics.org/archives/2006/06/01/170820....': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 16,942/16,942 (100.0%) +Types: str:15,027, NoneType:1,915 +Null/Empty: null:1,915 +String length avg: 7.3 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 14,555 (96.9%) + 'promo_adult_nsfw': 472 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 15,554/16,942 (91.8%) +Types: list:15,554 +Null/Empty: empty_arr:15,554 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 15,554/16,942 (91.8%) +Types: str:15,554 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 15,554 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 403/16,942 (2.4%) +Types: int:403 +Numeric values: 403 total +Numeric range: min:1,522,676,483, max:1,522,676,510, avg:1522676497.1 +Numeric std dev: 22.6 +Unique numbers tracked: 23 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 36/16,942 (0.2%) +Types: bool:36 +Booleans: true:36 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1/16,942 (0.0%) +Types: str:1 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1/16,942 (0.0%) +Types: dict:1 + +================================================================================ + +================================================================================ +FILE: RS_2006-07.jsonl +Analysis Time: 2026-01-15 06:08:55 +================================================================================ +Total lines: 24,026 +Processed lines: 24,026 +Total unique fields: 60 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:24,026 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 214 (0.9%) + 'xenmate': 23 (0.1%) + 'kumaram16': 23 (0.1%) + 'jjzak': 19 (0.1%) + 'cavedave': 19 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 24,026/24,026 (100.0%) +Types: NoneType:22,197, str:1,829 +Null/Empty: null:22,197, empty_str:1,829 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 24,026/24,026 (100.0%) +Types: NoneType:24,026 +Null/Empty: null:24,026 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 24,026/24,026 (100.0%) +Types: NoneType:24,026 +Null/Empty: null:24,026 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 24,026/24,026 (100.0%) +Types: NoneType:22,197, str:1,829 +Null/Empty: null:22,197 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 1,829 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:18,515 (77.1%), false:5,511 (22.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:22,197 (92.4%), false:1,829 (7.6%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:0 (0.0%), false:24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 24,026/24,026 (100.0%) +Types: int:24,026 +Numeric values: 24,026 total +Numeric range: min:1,151,712,549, max:1,154,390,261, avg:1153212774.2 +Numeric std dev: 724905.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 24,026/24,026 (100.0%) +Types: NoneType:24,026 +Null/Empty: null:24,026 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 15.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'news.yahoo.com': 17 (0.1%) + 'news.bbc.co.uk': 17 (0.1%) + 'advertising-internet-online.com': 17 (0.1%) + 'diabitieslife.com': 11 (0.0%) + 'reddit.com': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:0 (0.0%), false:24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 24,026/24,026 (100.0%) +Types: int:24,026 +Numeric values: 24,026 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:0 (0.0%), false:24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:0 (0.0%), false:24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '92zw': 1 (0.0%) + '930d': 1 (0.0%) + '930e': 1 (0.0%) + '930j': 1 (0.0%) + '930w': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:17,972 (74.8%), false:6,054 (25.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:0 (0.0%), false:24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:0 (0.0%), false:24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:0 (0.0%), false:24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 24,026/24,026 (100.0%) +Types: NoneType:24,026 +Null/Empty: null:24,026 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 24,026/24,026 (100.0%) +Types: list:24,026 +Null/Empty: empty_arr:24,026 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 24,026/24,026 (100.0%) +Types: NoneType:24,026 +Null/Empty: null:24,026 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:0 (0.0%), false:24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 24,026/24,026 (100.0%) +Types: NoneType:24,026 +Null/Empty: null:24,026 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 24,026/24,026 (100.0%) +Types: dict:24,026 +Null/Empty: empty_obj:24,026 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:20,518 (85.4%), false:3,508 (14.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 24,026/24,026 (100.0%) +Types: int:24,026 +Numeric values: 24,026 total +Numeric range: min:0, max:224, avg:1.5 +Numeric std dev: 6.8 +Unique numbers tracked: 99 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 24,026/24,026 (100.0%) +Types: int:24,026 +Numeric values: 24,026 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:635 (2.6%), false:23,391 (97.4%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 24,026/24,026 (100.0%) +Types: str:18,979, NoneType:5,047 +Null/Empty: null:5,047 +String length avg: 7.2 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 18,515 (97.6%) + 'promo_adult_nsfw': 464 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 65.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/programming/comments/92zw/nightmare_on_wall_str...': 1 (0.0%) + '/r/reddit.com/comments/930d/similarity_web/': 1 (0.0%) + '/r/reddit.com/comments/930e/a_blind_eye_to_propaga...': 1 (0.0%) + '/r/reddit.com/comments/930j/groups_mourn_30_years_...': 1 (0.0%) + '/r/reddit.com/comments/930w/grepblogs_and_tim_orei...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 24,026/24,026 (100.0%) +Types: int:24,026 +Numeric values: 24,026 total +Numeric range: min:0, max:1,028, avg:6.1 +Numeric std dev: 30.9 +Unique numbers tracked: 296 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 24,026/24,026 (100.0%) +Types: NoneType:24,026 +Null/Empty: null:24,026 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 24,026/24,026 (100.0%) +Types: dict:24,026 +Null/Empty: empty_obj:24,026 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +Null/Empty: empty_str:23,394 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 632 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:24,026 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:0 (0.0%), false:24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:0 (0.0%), false:24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 9.4 +Unique strings tracked: 25 +Top 5 string values: + 'reddit.com': 17,741 (73.8%) + 'nytimes': 2,709 (11.3%) + 'lipstick.com': 1,218 (5.1%) + 'programming': 741 (3.1%) + 'nsfw': 464 (1.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 4.8 +Unique strings tracked: 25 +Top 5 string values: + 't5_6': 17,741 (73.8%) + 't5_9wby': 2,709 (11.3%) + 't5_4k4c': 1,218 (5.1%) + 't5_2fwo': 741 (3.1%) + 't5_vf2': 464 (1.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 11.4 +Unique strings tracked: 25 +Top 5 string values: + 'r/reddit.com': 17,741 (73.8%) + 'r/nytimes': 2,709 (11.3%) + 'r/lipstick.com': 1,218 (5.1%) + 'r/programming': 741 (3.1%) + 'r/nsfw': 464 (1.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 7.5 +Unique strings tracked: 3 +String values distribution: + 'archived': 17,741 (73.8%) + 'public': 6,260 (26.1%) + 'restricted': 25 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 24,026/24,026 (100.0%) +Types: NoneType:23,854, str:172 +Null/Empty: null:23,854 +String length avg: 3.0 +Unique strings tracked: 1 +String values distribution: + 'new': 172 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 7.0 +Unique strings tracked: 9 +String values distribution: + 'default': 24,018 (100.0%) + 'https://b.thumbs.redditmedia.com/Rf70Fjqrh5h0Elgcf...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/7TepKlaCJKkHtWJHU...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/fhavaR1NbOoczgWQf...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/iZoKoy0KSQwdPk1hA...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/OXwIwG9OsGbIpOd0J...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/8nW5CJAPCxUNHwRzh...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/zHXBGw3yQCZdnm55e...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/39Itnk9a8dwFbuq-5...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 24,026/24,026 (100.0%) +Types: NoneType:24,015, int:11 +Null/Empty: null:24,015 +Numeric values: 11 total +Numeric range: min:29, max:140, avg:94.8 +Numeric std dev: 33.5 +Unique numbers tracked: 9 +Numeric values distribution: + 140: 3 (27.3%) + 91: 1 (9.1%) + 76: 1 (9.1%) + 99: 1 (9.1%) + 73: 1 (9.1%) + 29: 1 (9.1%) + 70: 1 (9.1%) + 78: 1 (9.1%) + 107: 1 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 24,026/24,026 (100.0%) +Types: NoneType:24,015, int:11 +Null/Empty: null:24,015 +Numeric values: 11 total +Numeric range: min:70, max:140, avg:133.6 +Numeric std dev: 20.1 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 10 (90.9%) + 70: 1 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 45.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'IPTV': 3 (0.0%) + 'Stress-Management': 2 (0.0%) + 'Varnishes can vary...': 2 (0.0%) + 'Remix Music Videos (Think George Bush and U2)': 2 (0.0%) + 'Don't ruin Rooney pleads Eriksson': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 71.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://enigmaticmonk.blogspot.com': 3 (0.0%) + 'http://www.informit.com/articles/article.asp?p=482...': 2 (0.0%) + 'http://steve-yegge.blogspot.com/2006/07/wizard-sch...': 2 (0.0%) + 'http://www.blogcadre.com/blog/jason_striegel/diggi...': 2 (0.0%) + 'http://manicures-and-hairstyles.blogspot.com/2006/...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 24,026/24,026 (100.0%) +Types: str:18,979, NoneType:5,047 +Null/Empty: null:5,047 +String length avg: 7.2 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 18,486 (97.4%) + 'promo_adult_nsfw': 493 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 22,197/24,026 (92.4%) +Types: list:22,197 +Null/Empty: empty_arr:22,197 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 22,197/24,026 (92.4%) +Types: str:22,197 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 22,197 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 121/24,026 (0.5%) +Types: int:121 +Numeric values: 121 total +Numeric range: min:1,522,676,474, max:1,522,676,481, avg:1522676477.0 +Numeric std dev: 0.0 +Unique numbers tracked: 7 +Numeric values distribution: + 1,522,676,474: 33 (27.3%) + 1,522,676,476: 23 (19.0%) + 1,522,676,480: 20 (16.5%) + 1,522,676,478: 12 (9.9%) + 1,522,676,475: 11 (9.1%) + 1,522,676,479: 11 (9.1%) + 1,522,676,481: 11 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 25/24,026 (0.1%) +Types: bool:25 +Booleans: true:25 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 7/24,026 (0.0%) +Types: str:7 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 7 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 7/24,026 (0.0%) +Types: dict:7 + +================================================================================ + +================================================================================ +FILE: RS_2006-08.jsonl +Analysis Time: 2026-01-15 06:08:58 +================================================================================ +Total lines: 40,750 +Processed lines: 40,750 +Total unique fields: 59 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:40,750 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nytimes': 340 (0.8%) + '[deleted]': 166 (0.4%) + 'littlebiker': 75 (0.2%) + 'alins': 51 (0.1%) + 'jennifersulliv': 40 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 40,750/40,750 (100.0%) +Types: NoneType:37,598, str:3,152 +Null/Empty: null:37,598, empty_str:3,152 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 40,750/40,750 (100.0%) +Types: NoneType:40,750 +Null/Empty: null:40,750 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 40,750/40,750 (100.0%) +Types: NoneType:40,750 +Null/Empty: null:40,750 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 40,750/40,750 (100.0%) +Types: NoneType:37,598, str:3,152 +Null/Empty: null:37,598 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 3,152 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:32,409 (79.5%), false:8,341 (20.5%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:37,598 (92.3%), false:3,152 (7.7%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:0 (0.0%), false:40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 40,750/40,750 (100.0%) +Types: int:40,750 +Numeric values: 40,750 total +Numeric range: min:1,154,390,660, max:1,157,068,766, avg:1155805771.6 +Numeric std dev: 763595.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 40,750/40,750 (100.0%) +Types: NoneType:40,750 +Null/Empty: null:40,750 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 16.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nytimes.com': 225 (0.6%) + 'infobasilicata.blogspot.com': 22 (0.1%) + 'youtube.com': 19 (0.0%) + 'slate.com': 19 (0.0%) + 'belfasttelegraph.co.uk': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:0 (0.0%), false:40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 40,750/40,750 (100.0%) +Types: int:40,750 +Numeric values: 40,750 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:0 (0.0%), false:40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:0 (0.0%), false:40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'bsw7': 1 (0.0%) + 'bswa': 1 (0.0%) + 'bswh': 1 (0.0%) + 'bswp': 1 (0.0%) + 'bswr': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:25,975 (63.7%), false:14,775 (36.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:0 (0.0%), false:40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:0 (0.0%), false:40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:0 (0.0%), false:40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 40,750/40,750 (100.0%) +Types: NoneType:40,750 +Null/Empty: null:40,750 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 40,750/40,750 (100.0%) +Types: list:40,750 +Null/Empty: empty_arr:40,750 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 40,750/40,750 (100.0%) +Types: NoneType:40,750 +Null/Empty: null:40,750 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:0 (0.0%), false:40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 40,750/40,750 (100.0%) +Types: NoneType:40,750 +Null/Empty: null:40,750 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 40,750/40,750 (100.0%) +Types: dict:40,750 +Null/Empty: empty_obj:40,750 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:36,432 (89.4%), false:4,318 (10.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 40,750/40,750 (100.0%) +Types: int:40,750 +Numeric values: 40,750 total +Numeric range: min:0, max:278, avg:1.1 +Numeric std dev: 6.7 +Unique numbers tracked: 123 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 40,750/40,750 (100.0%) +Types: int:40,750 +Numeric values: 40,750 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:717 (1.8%), false:40,033 (98.2%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 40,750/40,750 (100.0%) +Types: str:32,882, NoneType:7,868 +Null/Empty: null:7,868 +String length avg: 7.1 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 32,409 (98.6%) + 'promo_adult_nsfw': 473 (1.4%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 65.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/bsw7/we_are_raising_a_natio...': 1 (0.0%) + '/r/lipstick.com/comments/bswa/sienna_and_james_fra...': 1 (0.0%) + '/r/reddit.com/comments/bswh/obsession_what_the_war...': 1 (0.0%) + '/r/reddit.com/comments/bswp/mars_life_fizzed_out_b...': 1 (0.0%) + '/r/reddit.com/comments/bswr/increase_mpg_by_fillin...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 40,750/40,750 (100.0%) +Types: int:40,750 +Numeric values: 40,750 total +Numeric range: min:0, max:878, avg:5.0 +Numeric std dev: 31.4 +Unique numbers tracked: 368 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 40,750/40,750 (100.0%) +Types: NoneType:40,750 +Null/Empty: null:40,750 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 40,750/40,750 (100.0%) +Types: dict:40,750 +Null/Empty: empty_obj:40,750 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +Null/Empty: empty_str:39,692 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 1,058 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:40,750 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:0 (0.0%), false:40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:0 (0.0%), false:40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 9.6 +Unique strings tracked: 24 +Top 5 string values: + 'reddit.com': 31,215 (76.6%) + 'nytimes': 3,630 (8.9%) + 'lipstick.com': 2,585 (6.3%) + 'programming': 1,160 (2.8%) + 'nsfw': 473 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 4.7 +Unique strings tracked: 24 +Top 5 string values: + 't5_6': 31,215 (76.6%) + 't5_9wby': 3,630 (8.9%) + 't5_4k4c': 2,585 (6.3%) + 't5_2fwo': 1,160 (2.8%) + 't5_vf2': 473 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 11.6 +Unique strings tracked: 24 +Top 5 string values: + 'r/reddit.com': 31,215 (76.6%) + 'r/nytimes': 3,630 (8.9%) + 'r/lipstick.com': 2,585 (6.3%) + 'r/programming': 1,160 (2.8%) + 'r/nsfw': 473 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 7.5 +Unique strings tracked: 3 +String values distribution: + 'archived': 31,215 (76.6%) + 'public': 9,512 (23.3%) + 'restricted': 23 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 40,750/40,750 (100.0%) +Types: NoneType:40,504, str:246 +Null/Empty: null:40,504 +String length avg: 3.1 +Unique strings tracked: 2 +String values distribution: + 'new': 244 (99.2%) + 'confidence': 2 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 7.0 +Unique strings tracked: 19 +Top 5 string values: + 'default': 40,732 (100.0%) + 'https://a.thumbs.redditmedia.com/RG0jtHRx2B8_0rsA-...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/P1AOWl3AiUlERPqpi...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/IqVvqI6BZld4i33jX...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/pIGxlvTKX4ClAl9YZ...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 40,750/40,750 (100.0%) +Types: NoneType:40,730, int:20 +Null/Empty: null:40,730 +Numeric values: 20 total +Numeric range: min:16, max:140, avg:108.2 +Numeric std dev: 36.3 +Unique numbers tracked: 10 +Numeric values distribution: + 140: 10 (50.0%) + 70: 2 (10.0%) + 116: 1 (5.0%) + 73: 1 (5.0%) + 78: 1 (5.0%) + 93: 1 (5.0%) + 67: 1 (5.0%) + 16: 1 (5.0%) + 88: 1 (5.0%) + 94: 1 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 40,750/40,750 (100.0%) +Types: NoneType:40,730, int:20 +Null/Empty: null:40,730 +Numeric values: 20 total +Numeric range: min:21, max:140, avg:127.0 +Numeric std dev: 32.1 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 17 (85.0%) + 70: 2 (10.0%) + 21: 1 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 45.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Obsession: What The War on Terror Is Really About': 3 (0.0%) + 'Cyworld Lands on Myspace': 2 (0.0%) + 'What You Can't Say': 2 (0.0%) + 'Mel Gibson's Mug Shot': 2 (0.0%) + 'Slide Show: Pageant of the Masters': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 70.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.cariartis.com/displayimage.php?album=2&...': 2 (0.0%) + 'http://www.nytimes.com/2006/08/01/business/01train...': 2 (0.0%) + 'http://www.nytimes.com/2006/08/01/science/01alch.h...': 2 (0.0%) + 'http://www.nytimes.com/2006/08/01/business/media/0...': 2 (0.0%) + 'http://video.google.com/videoplay?docid=6162397493...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 40,750/40,750 (100.0%) +Types: str:32,882, NoneType:7,868 +Null/Empty: null:7,868 +String length avg: 7.1 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 32,387 (98.5%) + 'promo_adult_nsfw': 495 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 37,598/40,750 (92.3%) +Types: list:37,598 +Null/Empty: empty_arr:37,598 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 37,598/40,750 (92.3%) +Types: str:37,598 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 37,598 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 64/40,750 (0.2%) +Types: bool:64 +Booleans: true:64 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 18/40,750 (0.0%) +Types: str:18 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 18 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 18/40,750 (0.0%) +Types: dict:18 + +================================================================================ + +================================================================================ +FILE: RS_2006-09.jsonl +Analysis Time: 2026-01-15 06:09:03 +================================================================================ +Total lines: 54,043 +Processed lines: 54,043 +Total unique fields: 59 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:54,043 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 384 (0.7%) + 'nytimes': 349 (0.6%) + 'niels_eier': 188 (0.3%) + 'namhuy': 119 (0.2%) + 'cynthia_arizona': 92 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 54,043/54,043 (100.0%) +Types: NoneType:49,740, str:4,303 +Null/Empty: null:49,740, empty_str:4,303 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 54,043/54,043 (100.0%) +Types: NoneType:54,043 +Null/Empty: null:54,043 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 54,043/54,043 (100.0%) +Types: NoneType:54,043 +Null/Empty: null:54,043 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 54,043/54,043 (100.0%) +Types: NoneType:49,740, str:4,303 +Null/Empty: null:49,740 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 4,303 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:44,943 (83.2%), false:9,100 (16.8%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:49,740 (92.0%), false:4,303 (8.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:0 (0.0%), false:54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 54,043/54,043 (100.0%) +Types: int:54,043 +Numeric values: 54,043 total +Numeric range: min:1,157,068,946, max:1,159,660,772, avg:1158305701.2 +Numeric std dev: 685925.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 54,043/54,043 (100.0%) +Types: NoneType:54,043 +Null/Empty: null:54,043 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nytimes.com': 230 (0.4%) + 'web.namhuy.org': 111 (0.2%) + 'snarkygossip.com': 28 (0.1%) + 'chiroarts.com': 23 (0.0%) + 'slate.com': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:0 (0.0%), false:54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 54,043/54,043 (100.0%) +Types: int:54,043 +Numeric values: 54,043 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:0 (0.0%), false:54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:0 (0.0%), false:54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fur1': 1 (0.0%) + 'furf': 1 (0.0%) + 'furl': 1 (0.0%) + 'furq': 1 (0.0%) + 'fus7': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:27,436 (50.8%), false:26,607 (49.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:0 (0.0%), false:54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:0 (0.0%), false:54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:0 (0.0%), false:54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 54,043/54,043 (100.0%) +Types: NoneType:54,043 +Null/Empty: null:54,043 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 54,043/54,043 (100.0%) +Types: list:54,043 +Null/Empty: empty_arr:54,043 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 54,043/54,043 (100.0%) +Types: NoneType:54,043 +Null/Empty: null:54,043 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:0 (0.0%), false:54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 54,043/54,043 (100.0%) +Types: NoneType:54,043 +Null/Empty: null:54,043 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 54,043/54,043 (100.0%) +Types: dict:54,043 +Null/Empty: empty_obj:54,043 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:49,061 (90.8%), false:4,982 (9.2%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 54,043/54,043 (100.0%) +Types: int:54,043 +Numeric values: 54,043 total +Numeric range: min:0, max:242, avg:0.9 +Numeric std dev: 5.7 +Unique numbers tracked: 122 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 54,043/54,043 (100.0%) +Types: int:54,043 +Numeric values: 54,043 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:692 (1.3%), false:53,351 (98.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 54,043/54,043 (100.0%) +Types: str:45,404, NoneType:8,639 +Null/Empty: null:8,639 +String length avg: 7.1 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 44,943 (99.0%) + 'promo_adult_nsfw': 461 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 64.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/fur1/allwebmenus_pro_42628/': 1 (0.0%) + '/r/reddit.com/comments/furf/in_all_things_diversif...': 1 (0.0%) + '/r/reddit.com/comments/furl/odd_couple_alert_paris...': 1 (0.0%) + '/r/reddit.com/comments/furq/gang_hand_signs/': 1 (0.0%) + '/r/reddit.com/comments/fus7/i_wish_i_had_a_penguin...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 54,043/54,043 (100.0%) +Types: int:54,043 +Numeric values: 54,043 total +Numeric range: min:0, max:916, avg:3.8 +Numeric std dev: 27.3 +Unique numbers tracked: 361 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 54,043/54,043 (100.0%) +Types: NoneType:54,043 +Null/Empty: null:54,043 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 54,043/54,043 (100.0%) +Types: dict:54,043 +Null/Empty: empty_obj:54,043 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +Null/Empty: empty_str:53,024 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 1,019 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:54,043 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:0 (0.0%), false:54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:0 (0.0%), false:54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 9.7 +Unique strings tracked: 22 +Top 5 string values: + 'reddit.com': 43,661 (80.8%) + 'nytimes': 3,705 (6.9%) + 'lipstick.com': 3,217 (6.0%) + 'programming': 1,249 (2.3%) + 'nsfw': 461 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 4.6 +Unique strings tracked: 22 +Top 5 string values: + 't5_6': 43,661 (80.8%) + 't5_9wby': 3,705 (6.9%) + 't5_4k4c': 3,217 (6.0%) + 't5_2fwo': 1,249 (2.3%) + 't5_vf2': 461 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 11.7 +Unique strings tracked: 22 +Top 5 string values: + 'r/reddit.com': 43,661 (80.8%) + 'r/nytimes': 3,705 (6.9%) + 'r/lipstick.com': 3,217 (6.0%) + 'r/programming': 1,249 (2.3%) + 'r/nsfw': 461 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 7.6 +Unique strings tracked: 3 +String values distribution: + 'archived': 43,661 (80.8%) + 'public': 10,345 (19.1%) + 'restricted': 37 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 54,043/54,043 (100.0%) +Types: NoneType:53,828, str:215 +Null/Empty: null:53,828 +String length avg: 3.0 +Unique strings tracked: 1 +String values distribution: + 'new': 215 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 7.0 +Unique strings tracked: 15 +Top 5 string values: + 'default': 54,029 (100.0%) + 'https://b.thumbs.redditmedia.com/sVJTONifsJxHlttO3...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/qUXS8RaHj65_1Cr8O...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/3OmvF3Op8cElJ4A1r...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/fpixQp1Ctmf6hVbO9...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 54,043/54,043 (100.0%) +Types: NoneType:54,023, int:20 +Null/Empty: null:54,023 +Numeric values: 20 total +Numeric range: min:70, max:140, avg:106.5 +Numeric std dev: 30.8 +Unique numbers tracked: 9 +Numeric values distribution: + 140: 8 (40.0%) + 70: 4 (20.0%) + 73: 2 (10.0%) + 134: 1 (5.0%) + 82: 1 (5.0%) + 96: 1 (5.0%) + 80: 1 (5.0%) + 99: 1 (5.0%) + 93: 1 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 54,043/54,043 (100.0%) +Types: NoneType:54,023, int:20 +Null/Empty: null:54,023 +Numeric values: 20 total +Numeric range: min:70, max:140, avg:126.0 +Numeric std dev: 28.0 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 16 (80.0%) + 70: 4 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 45.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Day 182 - Can You Do This?': 3 (0.0%) + 'Software Featuritis, or Why Checklists are Bad': 2 (0.0%) + 'Pacinos World': 2 (0.0%) + 'After Five Sets, Agassi Is the One Standing': 2 (0.0%) + 'Slide Show: Port Sulfer Copes With Katrina Afterma...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 66.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://365parent.blogspot.com/2006/08/day-182-can-...': 3 (0.0%) + 'http://www.nytimes.com/2006/08/27/business/yourmon...': 2 (0.0%) + 'http://www.thumbnailpages.com/pacinos-world': 2 (0.0%) + 'http://www.joelonsoftware.com/items/2006/09/01.htm...': 2 (0.0%) + 'http://www.doxaliber.it/schizofrenie-del-consumism...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 54,043/54,043 (100.0%) +Types: str:45,404, NoneType:8,639 +Null/Empty: null:8,639 +String length avg: 7.1 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 44,900 (98.9%) + 'promo_adult_nsfw': 504 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 49,740/54,043 (92.0%) +Types: list:49,740 +Null/Empty: empty_arr:49,740 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 49,740/54,043 (92.0%) +Types: str:49,740 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 49,740 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 44/54,043 (0.1%) +Types: bool:44 +Booleans: true:44 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 14/54,043 (0.0%) +Types: str:14 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 14 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 14/54,043 (0.0%) +Types: dict:14 + +================================================================================ + +================================================================================ +FILE: RS_2006-10.jsonl +Analysis Time: 2026-01-15 06:09:06 +================================================================================ +Total lines: 38,333 +Processed lines: 38,333 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:38,333 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 177 (0.5%) + 'nytimes': 162 (0.4%) + 'slate_': 16 (0.0%) + 'Fedquip': 15 (0.0%) + 'idyll': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 38,333/38,333 (100.0%) +Types: NoneType:34,821, str:3,512 +Null/Empty: null:34,821, empty_str:3,512 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 38,333/38,333 (100.0%) +Types: NoneType:38,333 +Null/Empty: null:38,333 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 38,333/38,333 (100.0%) +Types: NoneType:38,333 +Null/Empty: null:38,333 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 38,333/38,333 (100.0%) +Types: NoneType:34,821, str:3,512 +Null/Empty: null:34,821 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 3,512 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:30,874 (80.5%), false:7,459 (19.5%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:34,821 (90.8%), false:3,512 (9.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:0 (0.0%), false:38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 38,333/38,333 (100.0%) +Types: int:38,333 +Numeric values: 38,333 total +Numeric range: min:1,159,660,980, max:1,162,339,159, avg:1160994906.8 +Numeric std dev: 761185.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 38,333/38,333 (100.0%) +Types: NoneType:38,333 +Null/Empty: null:38,333 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 16.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nytimes.com': 157 (0.4%) + 'youtube.com': 25 (0.1%) + 'news.yahoo.com': 12 (0.0%) + 'slate.com': 11 (0.0%) + 'news.bbc.co.uk': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:0 (0.0%), false:38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 38,333/38,333 (100.0%) +Types: int:38,333 +Numeric values: 38,333 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 38,332 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:0 (0.0%), false:38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:0 (0.0%), false:38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'kecv': 1 (0.0%) + 'ked5': 1 (0.0%) + 'ked6': 1 (0.0%) + 'keda': 1 (0.0%) + 'kedg': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:26,818 (70.0%), false:11,515 (30.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:0 (0.0%), false:38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:0 (0.0%), false:38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:0 (0.0%), false:38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 38,333/38,333 (100.0%) +Types: NoneType:38,333 +Null/Empty: null:38,333 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 38,333/38,333 (100.0%) +Types: list:38,333 +Null/Empty: empty_arr:38,333 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 38,333/38,333 (100.0%) +Types: NoneType:38,333 +Null/Empty: null:38,333 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:0 (0.0%), false:38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 38,333/38,333 (100.0%) +Types: NoneType:38,332, dict:1 +Null/Empty: null:38,332 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 38,333/38,333 (100.0%) +Types: dict:38,333 +Null/Empty: empty_obj:38,332 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:33,106 (86.4%), false:5,227 (13.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 38,333/38,333 (100.0%) +Types: int:38,333 +Numeric values: 38,333 total +Numeric range: min:0, max:326, avg:1.3 +Numeric std dev: 7.3 +Unique numbers tracked: 122 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 38,333/38,333 (100.0%) +Types: int:38,333 +Numeric values: 38,333 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 38,332 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:629 (1.6%), false:37,704 (98.4%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 38,333/38,333 (100.0%) +Types: str:31,270, NoneType:7,063 +Null/Empty: null:7,063 +String length avg: 7.1 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 30,874 (98.7%) + 'promo_adult_nsfw': 396 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 65.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/kecv/balloon_vs_liquid_nitr...': 1 (0.0%) + '/r/reddit.com/comments/ked5/the_revolutionary_way_...': 1 (0.0%) + '/r/reddit.com/comments/ked6/worlds_smallest_cheese...': 1 (0.0%) + '/r/lipstick.com/comments/keda/fergie_mtvs_making_t...': 1 (0.0%) + '/r/reddit.com/comments/kedg/saudis_build_550mile_f...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 38,333/38,333 (100.0%) +Types: int:38,333 +Numeric values: 38,333 total +Numeric range: min:0, max:1,591, avg:5.8 +Numeric std dev: 34.8 +Unique numbers tracked: 359 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 38,333/38,333 (100.0%) +Types: NoneType:38,332, dict:1 +Null/Empty: null:38,332 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 38,333/38,333 (100.0%) +Types: dict:38,333 +Null/Empty: empty_obj:38,332 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +Null/Empty: empty_str:37,202 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 1,131 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:38,333 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:0 (0.0%), false:38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:0 (0.0%), false:38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 9.7 +Unique strings tracked: 32 +Top 5 string values: + 'reddit.com': 29,195 (76.2%) + 'lipstick.com': 3,253 (8.5%) + 'nytimes': 2,233 (5.8%) + 'programming': 1,322 (3.4%) + 'nsfw': 396 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 4.7 +Unique strings tracked: 32 +Top 5 string values: + 't5_6': 29,195 (76.2%) + 't5_4k4c': 3,253 (8.5%) + 't5_9wby': 2,233 (5.8%) + 't5_2fwo': 1,322 (3.4%) + 't5_vf2': 396 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 11.7 +Unique strings tracked: 32 +Top 5 string values: + 'r/reddit.com': 29,195 (76.2%) + 'r/lipstick.com': 3,253 (8.5%) + 'r/nytimes': 2,233 (5.8%) + 'r/programming': 1,322 (3.4%) + 'r/nsfw': 396 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 7.5 +Unique strings tracked: 3 +String values distribution: + 'archived': 29,195 (76.2%) + 'public': 9,117 (23.8%) + 'restricted': 21 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 38,333/38,333 (100.0%) +Types: NoneType:37,728, str:605 +Null/Empty: null:37,728 +String length avg: 6.7 +Unique strings tracked: 2 +String values distribution: + 'confidence': 317 (52.4%) + 'new': 288 (47.6%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 7.0 +Unique strings tracked: 10 +String values distribution: + 'default': 38,324 (100.0%) + 'https://b.thumbs.redditmedia.com/uxHC1JlM0VZlk7act...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/EXTUNT4SUvdRJenSK...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/W2rp9dGu3I_8X3jBv...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/1cJ4ee_n7Dq70ZWZ0...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/A6JgBTEP05xVPdCkm...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/YEVro466cgzLxGdG3...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/1C40VC0yN4plL6jf4...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/DBCXvwONOANqjuTDR...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/6xYfljxdxGBEYHeiL...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 38,333/38,333 (100.0%) +Types: NoneType:38,317, int:16 +Null/Empty: null:38,317 +Numeric values: 16 total +Numeric range: min:69, max:140, avg:98.5 +Numeric std dev: 27.3 +Unique numbers tracked: 9 +Numeric values distribution: + 73: 4 (25.0%) + 140: 4 (25.0%) + 105: 2 (12.5%) + 69: 1 (6.2%) + 111: 1 (6.2%) + 70: 1 (6.2%) + 79: 1 (6.2%) + 96: 1 (6.2%) + 89: 1 (6.2%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 38,333/38,333 (100.0%) +Types: NoneType:38,317, int:16 +Null/Empty: null:38,317 +Numeric values: 16 total +Numeric range: min:70, max:140, avg:131.2 +Numeric std dev: 23.2 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 14 (87.5%) + 70: 2 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 46.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'A Transcendent Voice': 3 (0.0%) + 'T-Pain Blow Ya Mind': 3 (0.0%) + 'The Difficulties Ahead': 2 (0.0%) + 'Hot Rods With a Gothic Touch': 2 (0.0%) + 'Trinidadian Treasures': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 69.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.nytimes.com/2006/10/01/washington/01fol...': 3 (0.0%) + 'http://www.toxicmagazine.com/?p=332': 2 (0.0%) + 'http://becomingmissional.blogspot.com/2006/10/miss...': 2 (0.0%) + 'http://www.toxicmagazine.com/631.shtml': 2 (0.0%) + 'http://techblogbiz.blogspot.com/2006/10/top-10-swi...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 38,333/38,333 (100.0%) +Types: str:31,270, NoneType:7,063 +Null/Empty: null:7,063 +String length avg: 7.1 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 30,794 (98.5%) + 'promo_adult_nsfw': 476 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 34,821/38,333 (90.8%) +Types: list:34,821 +Null/Empty: empty_arr:34,821 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 34,821/38,333 (90.8%) +Types: str:34,821 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 34,821 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 6,326/38,333 (16.5%) +Types: int:6,326 +Numeric values: 6,326 total +Numeric range: min:1,522,494,303, max:1,522,494,745, avg:1522494519.5 +Numeric std dev: 117.6 +Unique numbers tracked: 356 + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 314/38,333 (0.8%) +Types: bool:314 +Booleans: true:0 (0.0%), false:314 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 314/38,333 (0.8%) +Types: bool:314 +Booleans: true:0 (0.0%), false:314 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 314/38,333 (0.8%) +Types: bool:314 +Booleans: true:0 (0.0%), false:314 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 314/38,333 (0.8%) +Types: bool:314 +Booleans: true:0 (0.0%), false:314 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 57/38,333 (0.1%) +Types: bool:57 +Booleans: true:57 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 9/38,333 (0.0%) +Types: str:9 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 9 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 9/38,333 (0.0%) +Types: dict:9 + +================================================================================ + +================================================================================ +FILE: RS_2006-11.jsonl +Analysis Time: 2026-01-15 06:09:08 +================================================================================ +Total lines: 36,824 +Processed lines: 36,824 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:36,824 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 176 (0.5%) + 'igeldard': 29 (0.1%) + 'slate_': 21 (0.1%) + 'marymary': 21 (0.1%) + 'fandango': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 36,824/36,824 (100.0%) +Types: NoneType:32,906, str:3,918 +Null/Empty: null:32,906, empty_str:3,918 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 36,824/36,824 (100.0%) +Types: NoneType:36,820, str:4 +Null/Empty: null:36,820 +String length avg: 6.2 +Unique strings tracked: 2 +String values distribution: + 'compsci': 3 (75.0%) + 'chem': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 36,824/36,824 (100.0%) +Types: NoneType:36,820, str:4 +Null/Empty: null:36,820 +String length avg: 24.0 +Unique strings tracked: 2 +String values distribution: + 'MS | Computer Science': 3 (75.0%) + 'PhD | Synthetic Organic Chemistry': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 36,824/36,824 (100.0%) +Types: NoneType:32,906, str:3,918 +Null/Empty: null:32,906 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 3,918 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:32,800 (89.1%), false:4,024 (10.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:32,906 (89.4%), false:3,918 (10.6%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:0 (0.0%), false:36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 36,824/36,824 (100.0%) +Types: int:36,824 +Numeric values: 36,824 total +Numeric range: min:1,162,339,207, max:1,164,930,877, avg:1163640741.7 +Numeric std dev: 768849.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 36,824/36,824 (100.0%) +Types: NoneType:36,824 +Null/Empty: null:36,824 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'slate.com': 27 (0.1%) + 'news.bbc.co.uk': 20 (0.1%) + 'people.monstersandcritics.com': 18 (0.0%) + 'reddit.com': 18 (0.0%) + 'youtube.com': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:0 (0.0%), false:36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 36,824/36,824 (100.0%) +Types: int:36,824 +Numeric values: 36,824 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:0 (0.0%), false:36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:0 (0.0%), false:36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ooro': 1 (0.0%) + 'oorx': 1 (0.0%) + 'oorz': 1 (0.0%) + 'oos5': 1 (0.0%) + 'oos9': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:25,199 (68.4%), false:11,625 (31.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:0 (0.0%), false:36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:0 (0.0%), false:36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:0 (0.0%), false:36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 36,824/36,824 (100.0%) +Types: NoneType:36,824 +Null/Empty: null:36,824 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 36,824/36,824 (100.0%) +Types: list:36,824 +Null/Empty: empty_arr:36,824 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 36,824/36,824 (100.0%) +Types: NoneType:36,824 +Null/Empty: null:36,824 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:0 (0.0%), false:36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 36,824/36,824 (100.0%) +Types: NoneType:36,822, dict:2 +Null/Empty: null:36,822 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 36,824/36,824 (100.0%) +Types: dict:36,824 +Null/Empty: empty_obj:36,822 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:31,921 (86.7%), false:4,903 (13.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 36,824/36,824 (100.0%) +Types: int:36,824 +Numeric values: 36,824 total +Numeric range: min:0, max:373, avg:1.5 +Numeric std dev: 8.6 +Unique numbers tracked: 135 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 36,824/36,824 (100.0%) +Types: int:36,824 +Numeric values: 36,824 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:344 (0.9%), false:36,480 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 36,824/36,824 (100.0%) +Types: str:32,885, NoneType:3,939 +Null/Empty: null:3,939 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 32,800 (99.7%) + 'promo_adult_nsfw': 85 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 65.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/ooro/broad_naval_deployment...': 1 (0.0%) + '/r/reddit.com/comments/oorx/50inch_panasonic_plasm...': 1 (0.0%) + '/r/reddit.com/comments/oorz/tired_of_all_the_relig...': 1 (0.0%) + '/r/reddit.com/comments/oos5/google_gadgets/': 1 (0.0%) + '/r/reddit.com/comments/oos9/dove_evolution_clip_no...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 36,824/36,824 (100.0%) +Types: int:36,824 +Numeric values: 36,824 total +Numeric range: min:1,522,494,745, max:1,522,497,280, avg:1522496070.5 +Numeric std dev: 720.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 36,824/36,824 (100.0%) +Types: int:36,824 +Numeric values: 36,824 total +Numeric range: min:0, max:2,457, avg:6.4 +Numeric std dev: 39.3 +Unique numbers tracked: 378 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 36,824/36,824 (100.0%) +Types: NoneType:36,822, dict:2 +Null/Empty: null:36,822 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 36,824/36,824 (100.0%) +Types: dict:36,824 +Null/Empty: empty_obj:36,822 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +Null/Empty: empty_str:35,495 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 1,329 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:36,824 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:0 (0.0%), false:36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:0 (0.0%), false:36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 9.8 +Unique strings tracked: 25 +Top 5 string values: + 'reddit.com': 30,354 (82.4%) + 'lipstick.com': 2,380 (6.5%) + 'programming': 1,365 (3.7%) + 'science': 1,035 (2.8%) + 'slate': 353 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 4.5 +Unique strings tracked: 25 +Top 5 string values: + 't5_6': 30,354 (82.4%) + 't5_4k4c': 2,380 (6.5%) + 't5_2fwo': 1,365 (3.7%) + 't5_mouw': 1,035 (2.8%) + 't5_a03b': 353 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 11.8 +Unique strings tracked: 25 +Top 5 string values: + 'r/reddit.com': 30,354 (82.4%) + 'r/lipstick.com': 2,380 (6.5%) + 'r/programming': 1,365 (3.7%) + 'r/science': 1,035 (2.8%) + 'r/slate': 353 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 7.7 +Unique strings tracked: 3 +String values distribution: + 'archived': 30,354 (82.4%) + 'public': 6,449 (17.5%) + 'restricted': 21 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 36,824/36,824 (100.0%) +Types: NoneType:35,490, str:1,334 +Null/Empty: null:35,490 +String length avg: 8.4 +Unique strings tracked: 2 +String values distribution: + 'confidence': 1,035 (77.6%) + 'new': 299 (22.4%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 7.0 +Unique strings tracked: 14 +Top 5 string values: + 'default': 36,811 (100.0%) + 'https://b.thumbs.redditmedia.com/ViTcH7cQ_tddeR9RD...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/JULwzWaQdDrxGHeqv...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/in0ZyWye2k1Llc62z...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/rziJ_ZqeoyvX2P6E0...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 36,824/36,824 (100.0%) +Types: NoneType:36,806, int:18 +Null/Empty: null:36,806 +Numeric values: 18 total +Numeric range: min:16, max:140, avg:106.9 +Numeric std dev: 34.8 +Unique numbers tracked: 9 +Numeric values distribution: + 140: 8 (44.4%) + 105: 2 (11.1%) + 82: 2 (11.1%) + 78: 1 (5.6%) + 95: 1 (5.6%) + 16: 1 (5.6%) + 99: 1 (5.6%) + 70: 1 (5.6%) + 73: 1 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 36,824/36,824 (100.0%) +Types: NoneType:36,806, int:18 +Null/Empty: null:36,806 +Numeric values: 18 total +Numeric range: min:16, max:140, avg:129.2 +Numeric std dev: 31.8 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 16 (88.9%) + 16: 1 (5.6%) + 70: 1 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 45.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + ''House' recap: A scarily good Halloween return': 2 (0.0%) + 'Playboy's Mansion Halloween Party 2006': 2 (0.0%) + 'Crocheting the Hyperbolic Plane': 2 (0.0%) + 'Barack Obama's The Audacity of Hope: Debating th...': 2 (0.0%) + 'On Empowerment: 3 Key Principles': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 64.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://poprocks.blogs.pennlive.com/default.asp?ite...': 2 (0.0%) + 'http://intogossip.blogspot.com/2006/10/playboys-ma...': 2 (0.0%) + 'http://www.math.cornell.edu/~dwh/papers/crochet/cr...': 2 (0.0%) + 'http://www.digitaldigressions.net/blog/2006/10/on_...': 2 (0.0%) + 'http://poprocks.blogs.pennlive.com/default.asp?ite...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 36,824/36,824 (100.0%) +Types: str:32,885, NoneType:3,939 +Null/Empty: null:3,939 +String length avg: 7.1 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 32,681 (99.4%) + 'promo_adult_nsfw': 204 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 32,906/36,824 (89.4%) +Types: list:32,906 +Null/Empty: empty_arr:32,902 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 32,906/36,824 (89.4%) +Types: str:32,906 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 32,902 (100.0%) + 'richtext': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 1,035/36,824 (2.8%) +Types: bool:1,035 +Booleans: true:0 (0.0%), false:1,035 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 1,035/36,824 (2.8%) +Types: bool:1,035 +Booleans: true:0 (0.0%), false:1,035 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 1,035/36,824 (2.8%) +Types: bool:1,035 +Booleans: true:0 (0.0%), false:1,035 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 1,035/36,824 (2.8%) +Types: bool:1,035 +Booleans: true:0 (0.0%), false:1,035 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 59/36,824 (0.2%) +Types: bool:59 +Booleans: true:59 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 13/36,824 (0.0%) +Types: str:13 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 13 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 13/36,824 (0.0%) +Types: dict:13 + +================================================================================ + +================================================================================ +FILE: RS_2006-12.jsonl +Analysis Time: 2026-01-15 06:09:11 +================================================================================ +Total lines: 36,434 +Processed lines: 36,434 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:36,434 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 176 (0.5%) + 'kkrizka': 62 (0.2%) + 'igeldard': 50 (0.1%) + 'motzer': 25 (0.1%) + 'gizmo': 22 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 36,434/36,434 (100.0%) +Types: NoneType:32,993, str:3,441 +Null/Empty: null:32,993, empty_str:3,441 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 36,434/36,434 (100.0%) +Types: NoneType:36,430, str:4 +Null/Empty: null:36,430 +String length avg: 8.5 +Unique strings tracked: 2 +String values distribution: + 'compsci': 2 (50.0%) + ' reward2': 2 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 36,434/36,434 (100.0%) +Types: NoneType:36,432, str:2 +Null/Empty: null:36,432 +String length avg: 21.5 +Unique strings tracked: 2 +String values distribution: + 'MS | Computer Science': 1 (50.0%) + 'PhD | Computer Science': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 36,434/36,434 (100.0%) +Types: NoneType:32,993, str:3,441 +Null/Empty: null:32,993 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 3,441 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:33,242 (91.2%), false:3,192 (8.8%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:32,993 (90.6%), false:3,441 (9.4%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:0 (0.0%), false:36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 36,434/36,434 (100.0%) +Types: int:36,434 +Numeric values: 36,434 total +Numeric range: min:1,164,931,281, max:1,167,609,517, avg:1166193290.1 +Numeric std dev: 749140.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 36,434/36,434 (100.0%) +Types: NoneType:36,434 +Null/Empty: null:36,434 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 16.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'slate.com': 22 (0.1%) + 'youtube.com': 20 (0.1%) + 'news.yahoo.com': 13 (0.0%) + 'scienceblogs.com': 11 (0.0%) + 'washingtonpost.com': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:0 (0.0%), false:36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 36,434/36,434 (100.0%) +Types: int:36,434 +Numeric values: 36,434 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:0 (0.0%), false:36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:0 (0.0%), false:36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5vi': 1 (0.0%) + 't5vn': 1 (0.0%) + 't5vu': 1 (0.0%) + 't5vy': 1 (0.0%) + 't5wa': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:24,285 (66.7%), false:12,149 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:0 (0.0%), false:36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:0 (0.0%), false:36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:0 (0.0%), false:36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 36,434/36,434 (100.0%) +Types: NoneType:36,434 +Null/Empty: null:36,434 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 36,434/36,434 (100.0%) +Types: list:36,434 +Null/Empty: empty_arr:36,434 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 36,434/36,434 (100.0%) +Types: NoneType:36,434 +Null/Empty: null:36,434 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:0 (0.0%), false:36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 36,434/36,434 (100.0%) +Types: NoneType:36,434 +Null/Empty: null:36,434 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 36,434/36,434 (100.0%) +Types: dict:36,434 +Null/Empty: empty_obj:36,434 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:31,199 (85.6%), false:5,235 (14.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 36,434/36,434 (100.0%) +Types: int:36,434 +Numeric values: 36,434 total +Numeric range: min:0, max:259, avg:1.6 +Numeric std dev: 8.1 +Unique numbers tracked: 133 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 36,434/36,434 (100.0%) +Types: int:36,434 +Numeric values: 36,434 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:258 (0.7%), false:36,176 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 36,434/36,434 (100.0%) +Types: str:33,262, NoneType:3,172 +Null/Empty: null:3,172 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 33,242 (99.9%) + 'promo_adult_nsfw': 20 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 64.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/programming/comments/t5vi/a_tutorial_on_the_exp...': 1 (0.0%) + '/r/reddit.com/comments/t5vn/helpful_tips_for_ensna...': 1 (0.0%) + '/r/reddit.com/comments/t5vu/qarase_says_divine_int...': 1 (0.0%) + '/r/reddit.com/comments/t5vy/welcome_to_the_bill_ga...': 1 (0.0%) + '/r/reddit.com/comments/t5wa/realkicom_the_real_est...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 36,434/36,434 (100.0%) +Types: int:36,434 +Numeric values: 36,434 total +Numeric range: min:1,522,497,280, max:1,522,499,860, avg:1522498684.3 +Numeric std dev: 806.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 36,434/36,434 (100.0%) +Types: int:36,434 +Numeric values: 36,434 total +Numeric range: min:0, max:915, avg:6.0 +Numeric std dev: 33.2 +Unique numbers tracked: 372 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 36,434/36,434 (100.0%) +Types: NoneType:36,434 +Null/Empty: null:36,434 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 36,434/36,434 (100.0%) +Types: dict:36,434 +Null/Empty: empty_obj:36,434 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +Null/Empty: empty_str:35,062 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 1,372 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:36,434 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:0 (0.0%), false:36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:0 (0.0%), false:36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 9.8 +Unique strings tracked: 26 +Top 5 string values: + 'reddit.com': 30,499 (83.7%) + 'lipstick.com': 1,877 (5.2%) + 'programming': 1,533 (4.2%) + 'science': 1,166 (3.2%) + 'ja': 292 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 4.5 +Unique strings tracked: 26 +Top 5 string values: + 't5_6': 30,499 (83.7%) + 't5_4k4c': 1,877 (5.2%) + 't5_2fwo': 1,533 (4.2%) + 't5_mouw': 1,166 (3.2%) + 't5_22i6': 292 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 11.8 +Unique strings tracked: 26 +Top 5 string values: + 'r/reddit.com': 30,499 (83.7%) + 'r/lipstick.com': 1,877 (5.2%) + 'r/programming': 1,533 (4.2%) + 'r/science': 1,166 (3.2%) + 'r/ja': 292 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 7.7 +Unique strings tracked: 3 +String values distribution: + 'archived': 30,499 (83.7%) + 'public': 5,907 (16.2%) + 'restricted': 28 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 36,434/36,434 (100.0%) +Types: NoneType:34,975, str:1,459 +Null/Empty: null:34,975 +String length avg: 8.6 +Unique strings tracked: 2 +String values distribution: + 'confidence': 1,167 (80.0%) + 'new': 292 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 7.0 +Unique strings tracked: 17 +Top 5 string values: + 'default': 36,418 (100.0%) + 'https://b.thumbs.redditmedia.com/X4EkeIMf8tHvBNghp...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/veh0tbt64G2eEdl7u...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/HdFRqFew2joAePZHn...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/BKhGgchz3mfNAfAZi...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 36,434/36,434 (100.0%) +Types: NoneType:36,411, int:23 +Null/Empty: null:36,411 +Numeric values: 23 total +Numeric range: min:37, max:140, avg:106.0 +Numeric std dev: 31.5 +Unique numbers tracked: 12 +Top 5 numeric values: + 140: 8 (34.8%) + 104: 4 (17.4%) + 105: 2 (8.7%) + 70: 1 (4.3%) + 92: 1 (4.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 36,434/36,434 (100.0%) +Types: NoneType:36,411, int:23 +Null/Empty: null:36,411 +Numeric values: 23 total +Numeric range: min:70, max:140, avg:133.9 +Numeric std dev: 19.7 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 21 (91.3%) + 70: 2 (8.7%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 46.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '(rands) Chas the Deer': 3 (0.0%) + 'US unveils new citizenship test': 2 (0.0%) + 'Three weeks after winning Congress, the Democrats ...': 2 (0.0%) + 'Salma Hayek huge rack': 2 (0.0%) + 'A tutorial on the expressiveness and universality ...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 64.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.randsinrepose.com/archives/2006/11/27/c...': 3 (0.0%) + 'http://fandumb.wordpress.com/2006/11/30/adult-swim...': 2 (0.0%) + 'http://python.about.com/od/gettingstarted/ss/chris...': 2 (0.0%) + 'http://www.codinghorror.com/blog/archives/000735.h...': 2 (0.0%) + 'http://www.drunkhollywood.com/2006/12/01/salma-hay...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 36,434/36,434 (100.0%) +Types: str:33,262, NoneType:3,172 +Null/Empty: null:3,172 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 33,132 (99.6%) + 'promo_adult_nsfw': 130 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 32,993/36,434 (90.6%) +Types: list:32,993 +Null/Empty: empty_arr:32,991 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 32,993/36,434 (90.6%) +Types: str:32,993 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 32,991 (100.0%) + 'richtext': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 1,166/36,434 (3.2%) +Types: bool:1,166 +Booleans: true:0 (0.0%), false:1,166 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 1,166/36,434 (3.2%) +Types: bool:1,166 +Booleans: true:0 (0.0%), false:1,166 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 1,166/36,434 (3.2%) +Types: bool:1,166 +Booleans: true:1 (0.1%), false:1,165 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 1,166/36,434 (3.2%) +Types: bool:1,166 +Booleans: true:0 (0.0%), false:1,166 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 16/36,434 (0.0%) +Types: str:16 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 16 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 16/36,434 (0.0%) +Types: dict:16 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 15/36,434 (0.0%) +Types: bool:15 +Booleans: true:15 (100.0%), false:0 (0.0%) + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2007.txt b/analysis/original_schema_analysis/submissions/analysis_report_2007.txt new file mode 100644 index 0000000000000000000000000000000000000000..be8419a866d17b3119d486deae7222826294950b --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2007.txt @@ -0,0 +1,6105 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2007 +Analysis Started: 2026-01-15 06:09:17 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2007-01.jsonl +Analysis Time: 2026-01-15 06:09:22 +================================================================================ +Total lines: 43,725 +Processed lines: 43,725 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:43,725 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 141 (0.3%) + 'igeldard': 51 (0.1%) + 'mklink': 42 (0.1%) + 'motzer': 28 (0.1%) + 'dalziel': 26 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 43,725/43,725 (100.0%) +Types: NoneType:39,659, str:4,066 +Null/Empty: null:39,659, empty_str:4,066 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 43,725/43,725 (100.0%) +Types: NoneType:43,717, str:8 +Null/Empty: null:43,717 +String length avg: 4.1 +Unique strings tracked: 3 +String values distribution: + 'bio': 5 (62.5%) + 'chem': 2 (25.0%) + ' reward2': 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 43,725/43,725 (100.0%) +Types: NoneType:43,718, str:7 +Null/Empty: null:43,718 +String length avg: 35.9 +Unique strings tracked: 2 +String values distribution: + 'BS | Zoology | Ecology and Entomology': 5 (71.4%) + 'PhD | Synthetic Organic Chemistry': 2 (28.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 43,725/43,725 (100.0%) +Types: NoneType:39,659, str:4,066 +Null/Empty: null:39,659 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 4,066 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:40,397 (92.4%), false:3,328 (7.6%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:39,659 (90.7%), false:4,066 (9.3%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:0 (0.0%), false:43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 43,725/43,725 (100.0%) +Types: int:43,725 +Numeric values: 43,725 total +Numeric range: min:1,167,609,826, max:1,170,287,753, avg:1169001391.5 +Numeric std dev: 766714.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 43,725/43,725 (100.0%) +Types: NoneType:43,725 +Null/Empty: null:43,725 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 19 (0.0%) + 'news.bbc.co.uk': 18 (0.0%) + 'nytimes.com': 16 (0.0%) + 'news.yahoo.com': 15 (0.0%) + 'washingtonpost.com': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:0 (0.0%), false:43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 43,725/43,725 (100.0%) +Types: int:43,725 +Numeric values: 43,725 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:0 (0.0%), false:43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:0 (0.0%), false:43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 4.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'wl3v': 1 (0.0%) + 'wl4m': 1 (0.0%) + 'wl4t': 1 (0.0%) + 'wl50': 1 (0.0%) + 'wl51': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:28,233 (64.6%), false:15,492 (35.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:0 (0.0%), false:43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:0 (0.0%), false:43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:0 (0.0%), false:43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 43,725/43,725 (100.0%) +Types: NoneType:43,724, str:1 +Null/Empty: null:43,724 +String length avg: 3.0 +Unique strings tracked: 1 +String values distribution: + 'env': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 43,725/43,725 (100.0%) +Types: list:43,725 +Null/Empty: empty_arr:43,724 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 43,725/43,725 (100.0%) +Types: NoneType:43,724, str:1 +Null/Empty: null:43,724 +String length avg: 11.0 +Unique strings tracked: 1 +String values distribution: + 'Environment': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 43,724 (100.0%) + 'richtext': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:0 (0.0%), false:43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 43,725/43,725 (100.0%) +Types: NoneType:43,724, dict:1 +Null/Empty: null:43,724 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 43,725/43,725 (100.0%) +Types: dict:43,725 +Null/Empty: empty_obj:43,724 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:37,923 (86.7%), false:5,802 (13.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 43,725/43,725 (100.0%) +Types: int:43,725 +Numeric values: 43,725 total +Numeric range: min:0, max:373, avg:1.8 +Numeric std dev: 9.8 +Unique numbers tracked: 155 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 43,725/43,725 (100.0%) +Types: int:43,725 +Numeric values: 43,725 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:254 (0.6%), false:43,471 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 43,725/43,725 (100.0%) +Types: str:40,413, NoneType:3,312 +Null/Empty: null:3,312 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 40,397 (100.0%) + 'promo_adult_nsfw': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 65.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/wl3v/a_guide_for_newbies_in...': 1 (0.0%) + '/r/reddit.com/comments/wl4m/brand_new_saw_4_traile...': 1 (0.0%) + '/r/reddit.com/comments/wl4t/the_worst_films_of_200...': 1 (0.0%) + '/r/reddit.com/comments/wl50/a_classic_reddit_threa...': 1 (0.0%) + '/r/reddit.com/comments/wl51/13_easy_ways_to_safegu...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 43,725/43,725 (100.0%) +Types: int:43,725 +Numeric values: 43,725 total +Numeric range: min:1,522,499,860, max:1,522,676,473, avg:1522502873.7 +Numeric std dev: 16435.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 43,725/43,725 (100.0%) +Types: int:43,725 +Numeric values: 43,725 total +Numeric range: min:0, max:1,228, avg:6.5 +Numeric std dev: 39.5 +Unique numbers tracked: 431 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 43,725/43,725 (100.0%) +Types: NoneType:43,724, dict:1 +Null/Empty: null:43,724 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 43,725/43,725 (100.0%) +Types: dict:43,725 +Null/Empty: empty_obj:43,724 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +Null/Empty: empty_str:41,966 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 1,759 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:43,725 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:0 (0.0%), false:43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:0 (0.0%), false:43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 9.9 +Unique strings tracked: 25 +Top 5 string values: + 'reddit.com': 36,962 (84.5%) + 'programming': 2,178 (5.0%) + 'lipstick.com': 2,124 (4.9%) + 'science': 1,195 (2.7%) + 'ja': 282 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 4.5 +Unique strings tracked: 25 +Top 5 string values: + 't5_6': 36,962 (84.5%) + 't5_2fwo': 2,178 (5.0%) + 't5_4k4c': 2,124 (4.9%) + 't5_mouw': 1,195 (2.7%) + 't5_22i6': 282 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 11.9 +Unique strings tracked: 25 +Top 5 string values: + 'r/reddit.com': 36,962 (84.5%) + 'r/programming': 2,178 (5.0%) + 'r/lipstick.com': 2,124 (4.9%) + 'r/science': 1,195 (2.7%) + 'r/ja': 282 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 7.7 +Unique strings tracked: 3 +String values distribution: + 'archived': 36,962 (84.5%) + 'public': 6,727 (15.4%) + 'restricted': 36 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 43,725/43,725 (100.0%) +Types: NoneType:42,247, str:1,478 +Null/Empty: null:42,247 +String length avg: 8.7 +Unique strings tracked: 2 +String values distribution: + 'confidence': 1,196 (80.9%) + 'new': 282 (19.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 7.0 +Unique strings tracked: 16 +Top 5 string values: + 'default': 43,710 (100.0%) + 'https://b.thumbs.redditmedia.com/vN6EAX5yxSYlXHGBv...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/1_ub2hVOPhJNY3yM-...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/6NQOZhivRvIfeTCLE...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/3EUQT5O7aSdGGgx80...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 43,725/43,725 (100.0%) +Types: NoneType:43,707, int:18 +Null/Empty: null:43,707 +Numeric values: 18 total +Numeric range: min:52, max:140, avg:103.9 +Numeric std dev: 31.4 +Unique numbers tracked: 9 +Numeric values distribution: + 140: 7 (38.9%) + 70: 4 (22.2%) + 104: 1 (5.6%) + 105: 1 (5.6%) + 94: 1 (5.6%) + 80: 1 (5.6%) + 96: 1 (5.6%) + 79: 1 (5.6%) + 52: 1 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 43,725/43,725 (100.0%) +Types: NoneType:43,707, int:18 +Null/Empty: null:43,707 +Numeric values: 18 total +Numeric range: min:70, max:140, avg:124.4 +Numeric std dev: 29.1 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 14 (77.8%) + 70: 4 (22.2%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 46.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Cool Image': 3 (0.0%) + 'No Second Chance For Miss Nevada': 2 (0.0%) + 'Lindsay Lohan For Public Office?': 2 (0.0%) + 'Lingerie Model Jennifer Ellison': 2 (0.0%) + 'Criss Angel Signs His DVD at Borders': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 65.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://katekretz.blogspot.com/2006/12/blessed-art-...': 2 (0.0%) + 'http://celebgossips.blogspot.com/2007/01/no-second...': 2 (0.0%) + 'http://celebgossips.blogspot.com/2007/01/lindsay-l...': 2 (0.0%) + 'http://celebphotodirect.com/2007/01/01/midnight-ta...': 2 (0.0%) + 'http://realityexploits.com/2007/01/01/criss-angel-...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 43,725/43,725 (100.0%) +Types: str:40,413, NoneType:3,312 +Null/Empty: null:3,312 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 40,275 (99.7%) + 'promo_adult_nsfw': 138 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 39,659/43,725 (90.7%) +Types: list:39,659 +Null/Empty: empty_arr:39,652 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 39,659/43,725 (90.7%) +Types: str:39,659 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 39,652 (100.0%) + 'richtext': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 1,195/43,725 (2.7%) +Types: bool:1,195 +Booleans: true:0 (0.0%), false:1,195 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 1,195/43,725 (2.7%) +Types: bool:1,195 +Booleans: true:0 (0.0%), false:1,195 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 1,195/43,725 (2.7%) +Types: bool:1,195 +Booleans: true:0 (0.0%), false:1,195 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 1,195/43,725 (2.7%) +Types: bool:1,195 +Booleans: true:0 (0.0%), false:1,195 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 15/43,725 (0.0%) +Types: str:15 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 15 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 15/43,725 (0.0%) +Types: dict:15 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 9/43,725 (0.0%) +Types: bool:9 +Booleans: true:9 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2007-02.jsonl +Analysis Time: 2026-01-15 06:09:25 +================================================================================ +Total lines: 47,317 +Processed lines: 47,317 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:47,317 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 144 (0.3%) + 'motzer': 27 (0.1%) + 'ravzz': 13 (0.0%) + 'gizmo': 12 (0.0%) + 'biscuitgirl': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 47,317/47,317 (100.0%) +Types: NoneType:42,424, str:4,893 +Null/Empty: null:42,424, empty_str:4,893 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 47,317/47,317 (100.0%) +Types: NoneType:47,301, str:16 +Null/Empty: null:47,301 +String length avg: 8.4 +Unique strings tracked: 3 +String values distribution: + ' reward2': 12 (75.0%) + 'chem': 2 (12.5%) + 'bio': 2 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 47,317/47,317 (100.0%) +Types: NoneType:47,313, str:4 +Null/Empty: null:47,313 +String length avg: 35.0 +Unique strings tracked: 2 +String values distribution: + 'PhD | Synthetic Organic Chemistry': 2 (50.0%) + 'BS | Zoology | Ecology and Entomology': 2 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 47,317/47,317 (100.0%) +Types: NoneType:42,424, str:4,893 +Null/Empty: null:42,424 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 4,893 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:43,363 (91.6%), false:3,954 (8.4%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:42,424 (89.7%), false:4,893 (10.3%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:0 (0.0%), false:47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 47,317/47,317 (100.0%) +Types: int:47,317 +Numeric values: 47,317 total +Numeric range: min:1,170,288,089, max:1,172,707,085, avg:1171542375.3 +Numeric std dev: 700014.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 47,317/47,317 (100.0%) +Types: NoneType:47,317 +Null/Empty: null:47,317 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 20 (0.0%) + 'reddit.com': 13 (0.0%) + 'news.bbc.co.uk': 11 (0.0%) + 'nytimes.com': 11 (0.0%) + 'news.yahoo.com': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:0 (0.0%), false:47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 47,317/47,317 (100.0%) +Types: int:47,317 +Numeric values: 47,317 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:0 (0.0%), false:47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:0 (0.0%), false:47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '128ow': 1 (0.0%) + '128ox': 1 (0.0%) + '128p4': 1 (0.0%) + '128pc': 1 (0.0%) + '128pf': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:31,286 (66.1%), false:16,031 (33.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:0 (0.0%), false:47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:0 (0.0%), false:47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:0 (0.0%), false:47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 47,317/47,317 (100.0%) +Types: NoneType:47,317 +Null/Empty: null:47,317 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 47,317/47,317 (100.0%) +Types: list:47,317 +Null/Empty: empty_arr:47,317 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 47,317/47,317 (100.0%) +Types: NoneType:47,317 +Null/Empty: null:47,317 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:0 (0.0%), false:47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 47,317/47,317 (100.0%) +Types: NoneType:47,316, dict:1 +Null/Empty: null:47,316 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 47,317/47,317 (100.0%) +Types: dict:47,317 +Null/Empty: empty_obj:47,316 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:38,548 (81.5%), false:8,769 (18.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 47,317/47,317 (100.0%) +Types: int:47,317 +Numeric values: 47,317 total +Numeric range: min:0, max:395, avg:2.0 +Numeric std dev: 10.5 +Unique numbers tracked: 177 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 47,317/47,317 (100.0%) +Types: int:47,317 +Numeric values: 47,317 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:285 (0.6%), false:47,032 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 47,317/47,317 (100.0%) +Types: str:43,425, NoneType:3,892 +Null/Empty: null:3,892 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 43,363 (99.9%) + 'promo_adult_nsfw': 62 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 66.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/128ow/bc_sextuplets_seized_...': 1 (0.0%) + '/r/reddit.com/comments/128ox/yummy_creative_rice_a...': 1 (0.0%) + '/r/reddit.com/comments/128p4/pro_football_salaries...': 1 (0.0%) + '/r/reddit.com/comments/128pc/it_was_in_july_1805_a...': 1 (0.0%) + '/r/reddit.com/comments/128pf/amazing_pictures_of_a...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 47,317/47,317 (100.0%) +Types: int:47,317 +Numeric values: 47,317 total +Numeric range: min:1,522,503,363, max:1,522,676,437, avg:1522508130.3 +Numeric std dev: 23697.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 47,317/47,317 (100.0%) +Types: int:47,317 +Numeric values: 47,317 total +Numeric range: min:0, max:1,963, avg:8.1 +Numeric std dev: 46.7 +Unique numbers tracked: 492 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 47,317/47,317 (100.0%) +Types: NoneType:47,316, dict:1 +Null/Empty: null:47,316 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 47,317/47,317 (100.0%) +Types: dict:47,317 +Null/Empty: empty_obj:47,316 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +Null/Empty: empty_str:45,303 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 2,014 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:47,317 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:0 (0.0%), false:47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:0 (0.0%), false:47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 9.9 +Unique strings tracked: 24 +Top 5 string values: + 'reddit.com': 39,671 (83.8%) + 'lipstick.com': 2,404 (5.1%) + 'programming': 2,263 (4.8%) + 'science': 1,384 (2.9%) + 'features': 302 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 4.5 +Unique strings tracked: 24 +Top 5 string values: + 't5_6': 39,671 (83.8%) + 't5_4k4c': 2,404 (5.1%) + 't5_2fwo': 2,263 (4.8%) + 't5_mouw': 1,384 (2.9%) + 't5_21n6': 302 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 11.9 +Unique strings tracked: 24 +Top 5 string values: + 'r/reddit.com': 39,671 (83.8%) + 'r/lipstick.com': 2,404 (5.1%) + 'r/programming': 2,263 (4.8%) + 'r/science': 1,384 (2.9%) + 'r/features': 302 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 7.7 +Unique strings tracked: 3 +String values distribution: + 'archived': 39,671 (83.8%) + 'public': 7,491 (15.8%) + 'restricted': 155 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 47,317/47,317 (100.0%) +Types: NoneType:45,706, str:1,611 +Null/Empty: null:45,706 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'confidence': 1,384 (85.9%) + 'new': 227 (14.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 7.0 +Unique strings tracked: 16 +Top 5 string values: + 'default': 47,302 (100.0%) + 'https://b.thumbs.redditmedia.com/uxsaiWdiyzuba-p2o...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/BssOitSsZmCRgCYbJ...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/tROV_VPHYC3Hzozqx...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/S1nrnWdzwAxDdfCRP...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 47,317/47,317 (100.0%) +Types: NoneType:47,299, int:18 +Null/Empty: null:47,299 +Numeric values: 18 total +Numeric range: min:25, max:140, avg:96.2 +Numeric std dev: 37.6 +Unique numbers tracked: 11 +Top 5 numeric values: + 140: 6 (33.3%) + 104: 2 (11.1%) + 73: 2 (11.1%) + 54: 1 (5.6%) + 70: 1 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 47,317/47,317 (100.0%) +Types: NoneType:47,299, int:18 +Null/Empty: null:47,299 +Numeric values: 18 total +Numeric range: min:70, max:140, avg:128.3 +Numeric std dev: 26.1 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 15 (83.3%) + 70: 3 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 48.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Milf Lessons - Puma Swede': 2 (0.0%) + 'Tyra Named One of the 99 Most Desirable Women': 2 (0.0%) + 'Brooke Burke Named One of the 99 Most Desirable Wo...': 2 (0.0%) + 'You'll laugh Until You Cry at These Funny Shirts!': 2 (0.0%) + 'Heidi Klum Named One of the 99 Most Desirable Wome...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 65.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.gothflik.com/milf-lessons-puma-swede/': 2 (0.0%) + 'http://realityexploits.com/2007/01/31/tyra-named-o...': 2 (0.0%) + 'http://realityexploits.com/2007/01/31/brooke-burke...': 2 (0.0%) + 'http://www.bizofshowbiz.com/2007/01/uma_thurman_ma...': 2 (0.0%) + 'http://www.myspace.com/FunnyShirtsHere': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 47,317/47,317 (100.0%) +Types: str:43,425, NoneType:3,892 +Null/Empty: null:3,892 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 43,264 (99.6%) + 'promo_adult_nsfw': 161 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 42,424/47,317 (89.7%) +Types: list:42,424 +Null/Empty: empty_arr:42,420 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 42,424/47,317 (89.7%) +Types: str:42,424 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 42,420 (100.0%) + 'richtext': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 1,384/47,317 (2.9%) +Types: bool:1,384 +Booleans: true:0 (0.0%), false:1,384 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 1,384/47,317 (2.9%) +Types: bool:1,384 +Booleans: true:0 (0.0%), false:1,384 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 1,384/47,317 (2.9%) +Types: bool:1,384 +Booleans: true:0 (0.0%), false:1,384 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 1,384/47,317 (2.9%) +Types: bool:1,384 +Booleans: true:0 (0.0%), false:1,384 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 57/47,317 (0.1%) +Types: bool:57 +Booleans: true:57 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 15/47,317 (0.0%) +Types: str:15 +String length avg: 4.4 +Unique strings tracked: 2 +String values distribution: + 'link': 14 (93.3%) + 'rich:video': 1 (6.7%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 15/47,317 (0.0%) +Types: dict:15 + +================================================================================ + +================================================================================ +FILE: RS_2007-03.jsonl +Analysis Time: 2026-01-15 06:09:30 +================================================================================ +Total lines: 58,642 +Processed lines: 58,642 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:58,642 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 190 (0.3%) + 'tia-marie': 38 (0.1%) + 'keen75': 29 (0.0%) + 'smacfarl': 19 (0.0%) + 'linuxer': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 58,642/58,642 (100.0%) +Types: NoneType:53,272, str:5,370 +Null/Empty: null:53,272, empty_str:5,370 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 58,642/58,642 (100.0%) +Types: NoneType:58,618, str:24 +Null/Empty: null:58,618 +String length avg: 6.7 +Unique strings tracked: 3 +String values distribution: + ' reward2': 12 (50.0%) + 'bio': 11 (45.8%) + 'compsci': 1 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 58,642/58,642 (100.0%) +Types: NoneType:58,630, str:12 +Null/Empty: null:58,630 +String length avg: 35.7 +Unique strings tracked: 2 +String values distribution: + 'BS | Zoology | Ecology and Entomology': 11 (91.7%) + 'MS | Computer Science': 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 58,642/58,642 (100.0%) +Types: NoneType:53,272, str:5,370 +Null/Empty: null:53,272 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 5,370 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:54,013 (92.1%), false:4,629 (7.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:53,272 (90.8%), false:5,370 (9.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:0 (0.0%), false:58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 58,642/58,642 (100.0%) +Types: int:58,642 +Numeric values: 58,642 total +Numeric range: min:1,172,707,227, max:1,175,385,502, avg:1174082440.4 +Numeric std dev: 767597.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 58,642/58,642 (100.0%) +Types: NoneType:58,642 +Null/Empty: null:58,642 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'news.bbc.co.uk': 19 (0.0%) + 'youtube.com': 13 (0.0%) + 'washingtonpost.com': 12 (0.0%) + 'news.yahoo.com': 11 (0.0%) + 'nytimes.com': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:0 (0.0%), false:58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 58,642/58,642 (100.0%) +Types: int:58,642 +Numeric values: 58,642 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:0 (0.0%), false:58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:0 (0.0%), false:58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '174te': 1 (0.0%) + '174tf': 1 (0.0%) + '174tm': 1 (0.0%) + '174tn': 1 (0.0%) + '174tv': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:36,882 (62.9%), false:21,760 (37.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:0 (0.0%), false:58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:0 (0.0%), false:58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:0 (0.0%), false:58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 58,642/58,642 (100.0%) +Types: NoneType:58,642 +Null/Empty: null:58,642 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 58,642/58,642 (100.0%) +Types: list:58,642 +Null/Empty: empty_arr:58,642 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 58,642/58,642 (100.0%) +Types: NoneType:58,642 +Null/Empty: null:58,642 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:0 (0.0%), false:58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 58,642/58,642 (100.0%) +Types: NoneType:58,642 +Null/Empty: null:58,642 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 58,642/58,642 (100.0%) +Types: dict:58,642 +Null/Empty: empty_obj:58,642 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:47,442 (80.9%), false:11,200 (19.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 58,642/58,642 (100.0%) +Types: int:58,642 +Numeric values: 58,642 total +Numeric range: min:0, max:851, avg:1.8 +Numeric std dev: 10.7 +Unique numbers tracked: 187 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 58,642/58,642 (100.0%) +Types: int:58,642 +Numeric values: 58,642 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:292 (0.5%), false:58,350 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 58,642/58,642 (100.0%) +Types: str:54,064, NoneType:4,578 +Null/Empty: null:4,578 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 54,013 (99.9%) + 'promo_adult_nsfw': 51 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 66.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/174te/how_to_remember_names...': 1 (0.0%) + '/r/reddit.com/comments/174tf/escaped_orangutan_ter...': 1 (0.0%) + '/r/reddit.com/comments/174tm/sleazy_ebay_auctions_...': 1 (0.0%) + '/r/reddit.com/comments/174tn/where_does_the_whippe...': 1 (0.0%) + '/r/reddit.com/comments/174tv/adobe_to_take_photosh...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 58,642/58,642 (100.0%) +Types: int:58,642 +Numeric values: 58,642 total +Numeric range: min:1,522,506,197, max:1,522,676,379, avg:1522509596.4 +Numeric std dev: 14940.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 58,642/58,642 (100.0%) +Types: int:58,642 +Numeric values: 58,642 total +Numeric range: min:0, max:1,309, avg:7.4 +Numeric std dev: 42.6 +Unique numbers tracked: 493 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 58,642/58,642 (100.0%) +Types: NoneType:58,642 +Null/Empty: null:58,642 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 58,642/58,642 (100.0%) +Types: dict:58,642 +Null/Empty: empty_obj:58,642 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +Null/Empty: empty_str:56,491 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 2,151 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:58,642 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:0 (0.0%), false:58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:0 (0.0%), false:58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 9.9 +Unique strings tracked: 24 +Top 5 string values: + 'reddit.com': 49,995 (85.3%) + 'lipstick.com': 2,662 (4.5%) + 'programming': 2,218 (3.8%) + 'science': 1,745 (3.0%) + 'features': 439 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 4.4 +Unique strings tracked: 24 +Top 5 string values: + 't5_6': 49,995 (85.3%) + 't5_4k4c': 2,662 (4.5%) + 't5_2fwo': 2,218 (3.8%) + 't5_mouw': 1,745 (3.0%) + 't5_21n6': 439 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 11.9 +Unique strings tracked: 24 +Top 5 string values: + 'r/reddit.com': 49,995 (85.3%) + 'r/lipstick.com': 2,662 (4.5%) + 'r/programming': 2,218 (3.8%) + 'r/science': 1,745 (3.0%) + 'r/features': 439 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 7.7 +Unique strings tracked: 3 +String values distribution: + 'archived': 49,995 (85.3%) + 'public': 8,518 (14.5%) + 'restricted': 129 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 58,642/58,642 (100.0%) +Types: NoneType:56,527, str:2,115 +Null/Empty: null:56,527 +String length avg: 8.8 +Unique strings tracked: 2 +String values distribution: + 'confidence': 1,747 (82.6%) + 'new': 368 (17.4%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 7.0 +Unique strings tracked: 16 +Top 5 string values: + 'default': 58,627 (100.0%) + 'https://a.thumbs.redditmedia.com/PMklnT5uZ9BAmE9hp...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/4CayQBbdFAODFti6m...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/xAVZcbLUc8WzTCeFW...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/pNYrpfZbIY2IOsr2X...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 58,642/58,642 (100.0%) +Types: NoneType:58,622, int:20 +Null/Empty: null:58,622 +Numeric values: 20 total +Numeric range: min:19, max:140, avg:98.5 +Numeric std dev: 33.4 +Unique numbers tracked: 11 +Top 5 numeric values: + 105: 5 (25.0%) + 140: 5 (25.0%) + 70: 2 (10.0%) + 29: 1 (5.0%) + 107: 1 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 58,642/58,642 (100.0%) +Types: NoneType:58,622, int:20 +Null/Empty: null:58,622 +Numeric values: 20 total +Numeric range: min:70, max:140, avg:133.0 +Numeric std dev: 21.0 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 18 (90.0%) + 70: 2 (10.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 47.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Adobe to take Photoshop online': 2 (0.0%) + 'James Blunt Under Investigation For Hit & Run ...': 2 (0.0%) + '“Big Pussy” Bows Out': 2 (0.0%) + 'Scientists probe 'hole in Earth'': 2 (0.0%) + 'amazing': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 66.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.dotspotter.com/news/66423_James_Blunt_U...': 2 (0.0%) + 'http://realityexploits.com/2007/02/28/big-pussy-bo...': 2 (0.0%) + 'http://www.digitaldigressions.net/blog/2007/03/how...': 2 (0.0%) + 'http://www.dotspotter.com/news/67904_Paris_Hilton_...': 2 (0.0%) + 'http://glosslip.com/2007/03/01/heather-mills-to-wi...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 58,642/58,642 (100.0%) +Types: str:54,064, NoneType:4,578 +Null/Empty: null:4,578 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 53,918 (99.7%) + 'promo_adult_nsfw': 146 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 53,272/58,642 (90.8%) +Types: list:53,272 +Null/Empty: empty_arr:53,260 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 53,272/58,642 (90.8%) +Types: str:53,272 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 53,260 (100.0%) + 'richtext': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 1,745/58,642 (3.0%) +Types: bool:1,745 +Booleans: true:0 (0.0%), false:1,745 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 1,745/58,642 (3.0%) +Types: bool:1,745 +Booleans: true:0 (0.0%), false:1,745 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 1,745/58,642 (3.0%) +Types: bool:1,745 +Booleans: true:0 (0.0%), false:1,745 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 1,745/58,642 (3.0%) +Types: bool:1,745 +Booleans: true:0 (0.0%), false:1,745 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 300/58,642 (0.5%) +Types: bool:300 +Booleans: true:300 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 15/58,642 (0.0%) +Types: str:15 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 15 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 15/58,642 (0.0%) +Types: dict:15 + +================================================================================ + +================================================================================ +FILE: RS_2007-04.jsonl +Analysis Time: 2026-01-15 06:09:34 +================================================================================ +Total lines: 61,544 +Processed lines: 61,544 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:61,544 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 127 (0.2%) + 'r2002': 19 (0.0%) + 'hitsman': 16 (0.0%) + 'cnwb': 13 (0.0%) + 'linuxer': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 61,544/61,544 (100.0%) +Types: NoneType:56,958, str:4,586 +Null/Empty: null:56,958, empty_str:4,586 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 61,544/61,544 (100.0%) +Types: NoneType:61,507, str:37 +Null/Empty: null:61,507 +String length avg: 5.2 +Unique strings tracked: 4 +String values distribution: + 'bio': 13 (35.1%) + 'eng': 12 (32.4%) + ' reward2': 11 (29.7%) + 'compsci': 1 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 61,544/61,544 (100.0%) +Types: NoneType:61,518, str:26 +Null/Empty: null:61,518 +String length avg: 25.8 +Unique strings tracked: 3 +String values distribution: + 'BS | Zoology | Ecology and Entomology': 13 (50.0%) + 'PhD | Robotics': 12 (46.2%) + 'BS | Computer Science': 1 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 61,544/61,544 (100.0%) +Types: NoneType:56,958, str:4,586 +Null/Empty: null:56,958 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 4,586 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:56,837 (92.4%), false:4,707 (7.6%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:56,958 (92.5%), false:4,586 (7.5%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:0 (0.0%), false:61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 61,544/61,544 (100.0%) +Types: int:61,544 +Numeric values: 61,544 total +Numeric range: min:1,175,385,615, max:1,177,977,581, avg:1176687273.1 +Numeric std dev: 742102.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 61,544/61,544 (100.0%) +Types: NoneType:61,544 +Null/Empty: null:61,544 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 22 (0.0%) + 'youtube.com': 16 (0.0%) + 'nytimes.com': 13 (0.0%) + 'intogossip.blogspot.com': 11 (0.0%) + 'google.com': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:0 (0.0%), false:61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 61,544/61,544 (100.0%) +Types: int:61,544 +Numeric values: 61,544 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:0 (0.0%), false:61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:0 (0.0%), false:61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1ed3w': 1 (0.0%) + '1ed3x': 1 (0.0%) + '1ed4b': 1 (0.0%) + '1ed4i': 1 (0.0%) + '1ed4y': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:33,550 (54.5%), false:27,994 (45.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:0 (0.0%), false:61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:0 (0.0%), false:61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:0 (0.0%), false:61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 61,544/61,544 (100.0%) +Types: NoneType:61,544 +Null/Empty: null:61,544 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 61,544/61,544 (100.0%) +Types: list:61,544 +Null/Empty: empty_arr:61,544 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 61,544/61,544 (100.0%) +Types: NoneType:61,544 +Null/Empty: null:61,544 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:0 (0.0%), false:61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 61,544/61,544 (100.0%) +Types: NoneType:61,541, dict:3 +Null/Empty: null:61,541 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 61,544/61,544 (100.0%) +Types: dict:61,544 +Null/Empty: empty_obj:61,541 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:50,879 (82.7%), false:10,665 (17.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 61,544/61,544 (100.0%) +Types: int:61,544 +Numeric values: 61,544 total +Numeric range: min:0, max:816, avg:2.0 +Numeric std dev: 11.4 +Unique numbers tracked: 192 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 61,544/61,544 (100.0%) +Types: int:61,544 +Numeric values: 61,544 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 61,543 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:291 (0.5%), false:61,253 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 61,544/61,544 (100.0%) +Types: str:56,877, NoneType:4,667 +Null/Empty: null:4,667 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 56,837 (99.9%) + 'promo_adult_nsfw': 40 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 66.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/1ed3w/how_to_start_your_own...': 1 (0.0%) + '/r/reddit.com/comments/1ed3x/help_me_get_a_job_wit...': 1 (0.0%) + '/r/reddit.com/comments/1ed4b/abylon_reader/': 1 (0.0%) + '/r/reddit.com/comments/1ed4i/rosa_parks_translates...': 1 (0.0%) + '/r/reddit.com/comments/1ed4y/i_saw_you_comics_base...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 61,544/61,544 (100.0%) +Types: int:61,544 +Numeric values: 61,544 total +Numeric range: min:1,522,510,326, max:1,522,514,839, avg:1522512568.0 +Numeric std dev: 1299.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 61,544/61,544 (100.0%) +Types: int:61,544 +Numeric values: 61,544 total +Numeric range: min:0, max:1,655, avg:7.2 +Numeric std dev: 44.5 +Unique numbers tracked: 518 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 61,544/61,544 (100.0%) +Types: NoneType:61,541, dict:3 +Null/Empty: null:61,541 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 61,544/61,544 (100.0%) +Types: dict:61,544 +Null/Empty: empty_obj:61,541 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +Null/Empty: empty_str:59,380 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 2,164 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:61,544 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:0 (0.0%), false:61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:0 (0.0%), false:61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 9.9 +Unique strings tracked: 27 +Top 5 string values: + 'reddit.com': 52,736 (85.7%) + 'lipstick.com': 2,831 (4.6%) + 'programming': 2,317 (3.8%) + 'science': 1,675 (2.7%) + 'features': 446 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 4.4 +Unique strings tracked: 27 +Top 5 string values: + 't5_6': 52,736 (85.7%) + 't5_4k4c': 2,831 (4.6%) + 't5_2fwo': 2,317 (3.8%) + 't5_mouw': 1,675 (2.7%) + 't5_21n6': 446 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 11.9 +Unique strings tracked: 27 +Top 5 string values: + 'r/reddit.com': 52,736 (85.7%) + 'r/lipstick.com': 2,831 (4.6%) + 'r/programming': 2,317 (3.8%) + 'r/science': 1,675 (2.7%) + 'r/features': 446 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 7.7 +Unique strings tracked: 3 +String values distribution: + 'archived': 52,736 (85.7%) + 'public': 8,697 (14.1%) + 'restricted': 111 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 61,544/61,544 (100.0%) +Types: NoneType:59,531, str:2,013 +Null/Empty: null:59,531 +String length avg: 8.8 +Unique strings tracked: 2 +String values distribution: + 'confidence': 1,680 (83.5%) + 'new': 333 (16.5%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +Null/Empty: empty_str:1 +String length avg: 7.0 +Unique strings tracked: 21 +Top 5 string values: + 'default': 61,523 (100.0%) + 'https://b.thumbs.redditmedia.com/AH4d3KT2p4dbhpjg2...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/KVI1kNK7R2UtnCNwL...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/1peeCCJnH5l_csRU8...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/oaOh7bfBffVr7i__a...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 48.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youvi's bookmarks on del.icio.us': 2 (0.0%) + 'Myspace layouts - Myspace Codes - MySpace Backgrou...': 2 (0.0%) + 'Mac OS X running on Apple TV': 2 (0.0%) + 'Lindsay Lohan cleaned up her nails': 2 (0.0%) + 'Brooke Burns Sexy Pictorial': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 65.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.drunkhollywood.com/2007/04/01/lindsay-l...': 2 (0.0%) + 'http://celebs.pictorials.us/pictures/models/brooke...': 2 (0.0%) + 'http://celebrity-gossipz.blogspot.com/2007/04/come...': 2 (0.0%) + 'http://celebs.pictorials.us/news/gossip/paris-hilt...': 2 (0.0%) + 'http://www.associatedcontent.com/article/146700/ho...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 61,544/61,544 (100.0%) +Types: str:56,877, NoneType:4,667 +Null/Empty: null:4,667 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 56,729 (99.7%) + 'promo_adult_nsfw': 148 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 61,543/61,544 (100.0%) +Types: NoneType:61,522, int:21 +Null/Empty: null:61,522 +Numeric values: 21 total +Numeric range: min:52, max:140, avg:108.6 +Numeric std dev: 27.6 +Unique numbers tracked: 9 +Numeric values distribution: + 140: 8 (38.1%) + 105: 3 (14.3%) + 93: 2 (9.5%) + 70: 2 (9.5%) + 92: 2 (9.5%) + 81: 1 (4.8%) + 99: 1 (4.8%) + 52: 1 (4.8%) + 104: 1 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 61,543/61,544 (100.0%) +Types: NoneType:61,522, int:21 +Null/Empty: null:61,522 +Numeric values: 21 total +Numeric range: min:70, max:140, avg:130.0 +Numeric std dev: 24.5 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 18 (85.7%) + 70: 3 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 56,958/61,544 (92.5%) +Types: list:56,958 +Null/Empty: empty_arr:56,932 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 56,958/61,544 (92.5%) +Types: str:56,958 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 56,932 (100.0%) + 'richtext': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 1,675/61,544 (2.7%) +Types: bool:1,675 +Booleans: true:0 (0.0%), false:1,675 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 1,675/61,544 (2.7%) +Types: bool:1,675 +Booleans: true:0 (0.0%), false:1,675 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 1,675/61,544 (2.7%) +Types: bool:1,675 +Booleans: true:0 (0.0%), false:1,675 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 1,675/61,544 (2.7%) +Types: bool:1,675 +Booleans: true:0 (0.0%), false:1,675 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 304/61,544 (0.5%) +Types: bool:304 +Booleans: true:304 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 19/61,544 (0.0%) +Types: str:19 +String length avg: 4.4 +Unique strings tracked: 3 +String values distribution: + 'link': 17 (89.5%) + 'rich:video': 1 (5.3%) + 'image': 1 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 19/61,544 (0.0%) +Types: dict:19 + +================================================================================ + +================================================================================ +FILE: RS_2007-05.jsonl +Analysis Time: 2026-01-15 06:09:39 +================================================================================ +Total lines: 65,098 +Processed lines: 65,098 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:65,098 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 90 (0.1%) + 'Flemlord': 15 (0.0%) + 'ravzz': 14 (0.0%) + 'linuxer': 12 (0.0%) + 'martinbishop': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 65,098/65,098 (100.0%) +Types: NoneType:60,453, str:4,645 +Null/Empty: null:60,453, empty_str:4,645 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 65,098/65,098 (100.0%) +Types: NoneType:65,085, str:13 +Null/Empty: null:65,085 +String length avg: 4.1 +Unique strings tracked: 3 +String values distribution: + 'eng': 7 (53.8%) + 'bio': 4 (30.8%) + ' reward2': 2 (15.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 65,098/65,098 (100.0%) +Types: NoneType:65,087, str:11 +Null/Empty: null:65,087 +String length avg: 23.6 +Unique strings tracked: 3 +String values distribution: + 'PhD | Robotics': 7 (63.6%) + 'BS | Zoology | Ecology and Entomology': 3 (27.3%) + 'PhD | Microbiology and Immunology|Synthetic Biolog...': 1 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 65,098/65,098 (100.0%) +Types: NoneType:60,453, str:4,645 +Null/Empty: null:60,453 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 4,645 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:62,238 (95.6%), false:2,860 (4.4%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:60,453 (92.9%), false:4,645 (7.1%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:0 (0.0%), false:65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 65,098/65,098 (100.0%) +Types: int:65,098 +Numeric values: 65,098 total +Numeric range: min:1,177,977,640, max:1,180,655,943, avg:1179291411.0 +Numeric std dev: 786977.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 65,098/65,098 (100.0%) +Types: NoneType:65,098 +Null/Empty: null:65,098 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 15 (0.0%) + 'news.bbc.co.uk': 11 (0.0%) + 'news.yahoo.com': 9 (0.0%) + 'slate.com': 9 (0.0%) + 'msnbc.msn.com': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:0 (0.0%), false:65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 65,098/65,098 (100.0%) +Types: int:65,098 +Numeric values: 65,098 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:0 (0.0%), false:65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:0 (0.0%), false:65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1madt': 1 (0.0%) + '1madu': 1 (0.0%) + '1madw': 1 (0.0%) + '1mae1': 1 (0.0%) + '1mae4': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:34,806 (53.5%), false:30,292 (46.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:0 (0.0%), false:65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:0 (0.0%), false:65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:0 (0.0%), false:65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 65,098/65,098 (100.0%) +Types: NoneType:65,098 +Null/Empty: null:65,098 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 65,098/65,098 (100.0%) +Types: list:65,098 +Null/Empty: empty_arr:65,098 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 65,098/65,098 (100.0%) +Types: NoneType:65,098 +Null/Empty: null:65,098 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:0 (0.0%), false:65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 65,098/65,098 (100.0%) +Types: NoneType:65,096, dict:2 +Null/Empty: null:65,096 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 65,098/65,098 (100.0%) +Types: dict:65,098 +Null/Empty: empty_obj:65,096 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:51,485 (79.1%), false:13,613 (20.9%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 65,098/65,098 (100.0%) +Types: int:65,098 +Numeric values: 65,098 total +Numeric range: min:0, max:571, avg:2.4 +Numeric std dev: 13.1 +Unique numbers tracked: 227 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 65,098/65,098 (100.0%) +Types: int:65,098 +Numeric values: 65,098 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:304 (0.5%), false:64,794 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 65,098/65,098 (100.0%) +Types: str:62,341, NoneType:2,757 +Null/Empty: null:2,757 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 62,238 (99.8%) + 'promo_adult_nsfw': 103 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 66.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/science/comments/1madt/international_journal_fo...': 1 (0.0%) + '/r/reddit.com/comments/1madu/world_of_warcraft_pla...': 1 (0.0%) + '/r/reddit.com/comments/1madw/ford_shelby_developin...': 1 (0.0%) + '/r/reddit.com/comments/1mae1/british_history_timel...': 1 (0.0%) + '/r/reddit.com/comments/1mae4/relationshipshow_to_h...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 65,098/65,098 (100.0%) +Types: int:65,098 +Numeric values: 65,098 total +Numeric range: min:1,522,514,841, max:1,522,519,885, avg:1522517445.7 +Numeric std dev: 1462.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 65,098/65,098 (100.0%) +Types: int:65,098 +Numeric values: 65,098 total +Numeric range: min:0, max:1,449, avg:8.1 +Numeric std dev: 45.5 +Unique numbers tracked: 551 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 65,098/65,098 (100.0%) +Types: NoneType:65,096, dict:2 +Null/Empty: null:65,096 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 65,098/65,098 (100.0%) +Types: dict:65,098 +Null/Empty: empty_obj:65,096 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +Null/Empty: empty_str:62,922 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 2,176 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:65,098 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:0 (0.0%), false:65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:0 (0.0%), false:65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 9.8 +Unique strings tracked: 27 +Top 5 string values: + 'reddit.com': 57,779 (88.8%) + 'programming': 2,497 (3.8%) + 'science': 1,832 (2.8%) + 'lipstick.com': 796 (1.2%) + 'features': 393 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 4.3 +Unique strings tracked: 27 +Top 5 string values: + 't5_6': 57,779 (88.8%) + 't5_2fwo': 2,497 (3.8%) + 't5_mouw': 1,832 (2.8%) + 't5_4k4c': 796 (1.2%) + 't5_21n6': 393 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 11.8 +Unique strings tracked: 27 +Top 5 string values: + 'r/reddit.com': 57,779 (88.8%) + 'r/programming': 2,497 (3.8%) + 'r/science': 1,832 (2.8%) + 'r/lipstick.com': 796 (1.2%) + 'r/features': 393 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 7.8 +Unique strings tracked: 3 +String values distribution: + 'archived': 57,779 (88.8%) + 'public': 7,178 (11.0%) + 'restricted': 141 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 65,098/65,098 (100.0%) +Types: NoneType:62,920, str:2,178 +Null/Empty: null:62,920 +String length avg: 8.9 +Unique strings tracked: 2 +String values distribution: + 'confidence': 1,834 (84.2%) + 'new': 344 (15.8%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 7.0 +Unique strings tracked: 25 +Top 5 string values: + 'default': 65,074 (100.0%) + 'https://a.thumbs.redditmedia.com/4EVOlj_yeGMHQfWoJ...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/mqpSvEHQ9DFNTBiQ6...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/JKV9g_THZujPXoATP...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/EcIPNWmOihsjGql7-...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 65,098/65,098 (100.0%) +Types: NoneType:65,070, int:28 +Null/Empty: null:65,070 +Numeric values: 28 total +Numeric range: min:44, max:140, avg:98.2 +Numeric std dev: 31.5 +Unique numbers tracked: 16 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 65,098/65,098 (100.0%) +Types: NoneType:65,070, int:28 +Null/Empty: null:65,070 +Numeric values: 28 total +Numeric range: min:70, max:140, avg:132.5 +Numeric std dev: 21.7 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 25 (89.3%) + 70: 3 (10.7%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 50.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Sarah Jessica Parker Blasts Young Stars as "Vulgar...': 2 (0.0%) + 'Commission Junction - A Review': 2 (0.0%) + 'Venezuela pulling out of IMF, World Bank': 2 (0.0%) + 'International Journal for Creation Research calls ...': 1 (0.0%) + 'World Of Warcraft Player Gets A Real Beatdown From...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 65.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.bizofshowbiz.com/2007/04/sarah_jessica_...': 2 (0.0%) + 'http://www.theinquirer.net/default.aspx?article=39...': 2 (0.0%) + 'http://stupac2.blogspot.com/2007/04/international-...': 1 (0.0%) + 'http://www.funtechtalk.com/world-of-warcraft-playe...': 1 (0.0%) + 'http://automen.blogspot.com/2007/04/ford-shelby-de...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 65,098/65,098 (100.0%) +Types: str:62,341, NoneType:2,757 +Null/Empty: null:2,757 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 62,147 (99.7%) + 'promo_adult_nsfw': 194 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 60,453/65,098 (92.9%) +Types: list:60,453 +Null/Empty: empty_arr:60,442 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 60,453/65,098 (92.9%) +Types: str:60,453 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 60,442 (100.0%) + 'richtext': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 1,832/65,098 (2.8%) +Types: bool:1,832 +Booleans: true:0 (0.0%), false:1,832 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 1,832/65,098 (2.8%) +Types: bool:1,832 +Booleans: true:0 (0.0%), false:1,832 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 1,832/65,098 (2.8%) +Types: bool:1,832 +Booleans: true:0 (0.0%), false:1,832 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 1,832/65,098 (2.8%) +Types: bool:1,832 +Booleans: true:0 (0.0%), false:1,832 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 149/65,098 (0.2%) +Types: bool:149 +Booleans: true:149 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 24/65,098 (0.0%) +Types: str:24 +String length avg: 4.5 +Unique strings tracked: 2 +String values distribution: + 'link': 22 (91.7%) + 'rich:video': 2 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 24/65,098 (0.0%) +Types: dict:24 + +================================================================================ + +================================================================================ +FILE: RS_2007-06.jsonl +Analysis Time: 2026-01-15 06:09:44 +================================================================================ +Total lines: 62,693 +Processed lines: 62,693 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:62,693 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 116 (0.2%) + 'gregwont': 65 (0.1%) + 'badfeng': 34 (0.1%) + 'igeldard': 22 (0.0%) + 'morandomdanu': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 62,693/62,693 (100.0%) +Types: NoneType:57,852, str:4,841 +Null/Empty: null:57,852, empty_str:4,841 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 62,693/62,693 (100.0%) +Types: NoneType:62,674, str:19 +Null/Empty: null:62,674 +String length avg: 4.1 +Unique strings tracked: 3 +String values distribution: + 'eng': 12 (63.2%) + 'bio': 4 (21.1%) + ' reward2': 3 (15.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 62,693/62,693 (100.0%) +Types: NoneType:62,677, str:16 +Null/Empty: null:62,677 +String length avg: 19.8 +Unique strings tracked: 2 +String values distribution: + 'PhD | Robotics': 12 (75.0%) + 'BS | Zoology | Ecology and Entomology': 4 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 62,693/62,693 (100.0%) +Types: NoneType:57,852, str:4,841 +Null/Empty: null:57,852 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 4,841 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:60,777 (96.9%), false:1,916 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:57,852 (92.3%), false:4,841 (7.7%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:0 (0.0%), false:62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 62,693/62,693 (100.0%) +Types: int:62,693 +Numeric values: 62,693 total +Numeric range: min:1,180,656,045, max:1,183,247,875, avg:1181974944.7 +Numeric std dev: 749711.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 62,693/62,693 (100.0%) +Types: NoneType:62,693 +Null/Empty: null:62,693 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 16.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'news.yahoo.com': 26 (0.0%) + 'reuters.com': 26 (0.0%) + 'news.bbc.co.uk': 22 (0.0%) + 'youtube.com': 14 (0.0%) + 'nytimes.com': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:0 (0.0%), false:62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 62,693/62,693 (100.0%) +Types: int:62,693 +Numeric values: 62,693 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:0 (0.0%), false:62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:0 (0.0%), false:62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1v3sg': 1 (0.0%) + '1v3sk': 1 (0.0%) + '1v3st': 1 (0.0%) + '1v3su': 1 (0.0%) + '1v3t1': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:32,980 (52.6%), false:29,713 (47.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:0 (0.0%), false:62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:0 (0.0%), false:62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:0 (0.0%), false:62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 62,693/62,693 (100.0%) +Types: NoneType:62,693 +Null/Empty: null:62,693 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 62,693/62,693 (100.0%) +Types: list:62,693 +Null/Empty: empty_arr:62,693 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 62,693/62,693 (100.0%) +Types: NoneType:62,693 +Null/Empty: null:62,693 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:0 (0.0%), false:62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 62,693/62,693 (100.0%) +Types: NoneType:62,693 +Null/Empty: null:62,693 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 62,693/62,693 (100.0%) +Types: dict:62,693 +Null/Empty: empty_obj:62,693 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:49,350 (78.7%), false:13,343 (21.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 62,693/62,693 (100.0%) +Types: int:62,693 +Numeric values: 62,693 total +Numeric range: min:0, max:591, avg:2.7 +Numeric std dev: 14.2 +Unique numbers tracked: 234 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 62,693/62,693 (100.0%) +Types: int:62,693 +Numeric values: 62,693 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:246 (0.4%), false:62,447 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 62,693/62,693 (100.0%) +Types: str:60,850, NoneType:1,843 +Null/Empty: null:1,843 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 60,777 (99.9%) + 'promo_adult_nsfw': 73 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 66.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/1v3sg/numbers_web_sites/': 1 (0.0%) + '/r/reddit.com/comments/1v3sk/iraq_ceasefire_the_re...': 1 (0.0%) + '/r/reddit.com/comments/1v3st/the_economics_behind_...': 1 (0.0%) + '/r/reddit.com/comments/1v3su/ebay_buys_stumbleupon...': 1 (0.0%) + '/r/reddit.com/comments/1v3t1/neocons_the_cicadas_o...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 62,693/62,693 (100.0%) +Types: int:62,693 +Numeric values: 62,693 total +Numeric range: min:1,522,519,885, max:1,522,676,347, avg:1522523504.2 +Numeric std dev: 15162.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 62,693/62,693 (100.0%) +Types: int:62,693 +Numeric values: 62,693 total +Numeric range: min:0, max:1,818, avg:8.2 +Numeric std dev: 45.2 +Unique numbers tracked: 529 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 62,693/62,693 (100.0%) +Types: NoneType:62,693 +Null/Empty: null:62,693 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 62,693/62,693 (100.0%) +Types: dict:62,693 +Null/Empty: empty_obj:62,693 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +Null/Empty: empty_str:60,208 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 2,485 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:62,693 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:0 (0.0%), false:62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:0 (0.0%), false:62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 9.8 +Unique strings tracked: 24 +Top 5 string values: + 'reddit.com': 56,126 (89.5%) + 'programming': 2,439 (3.9%) + 'science': 1,922 (3.1%) + 'features': 444 (0.7%) + 'freeculture': 316 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 4.3 +Unique strings tracked: 24 +Top 5 string values: + 't5_6': 56,126 (89.5%) + 't5_2fwo': 2,439 (3.9%) + 't5_mouw': 1,922 (3.1%) + 't5_21n6': 444 (0.7%) + 't5_49zi': 316 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 11.8 +Unique strings tracked: 24 +Top 5 string values: + 'r/reddit.com': 56,126 (89.5%) + 'r/programming': 2,439 (3.9%) + 'r/science': 1,922 (3.1%) + 'r/features': 444 (0.7%) + 'r/freeculture': 316 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 7.8 +Unique strings tracked: 3 +String values distribution: + 'archived': 56,126 (89.5%) + 'public': 6,423 (10.2%) + 'restricted': 144 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 62,693/62,693 (100.0%) +Types: NoneType:60,460, str:2,233 +Null/Empty: null:60,460 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'confidence': 1,922 (86.1%) + 'new': 311 (13.9%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 7.0 +Unique strings tracked: 26 +Top 5 string values: + 'default': 62,668 (100.0%) + 'https://a.thumbs.redditmedia.com/NB0GQsIZmbETikRIx...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/l8-9rEEx1BICvF05s...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/xFPRqUxK5-SW73K7U...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/sWCBotCwC6LGPoB31...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 62,693/62,693 (100.0%) +Types: NoneType:62,668, int:25 +Null/Empty: null:62,668 +Numeric values: 25 total +Numeric range: min:50, max:140, avg:93.2 +Numeric std dev: 26.6 +Unique numbers tracked: 14 +Top 5 numeric values: + 70: 4 (16.0%) + 140: 4 (16.0%) + 104: 2 (8.0%) + 78: 2 (8.0%) + 100: 2 (8.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 62,693/62,693 (100.0%) +Types: NoneType:62,668, int:25 +Null/Empty: null:62,668 +Numeric values: 25 total +Numeric range: min:50, max:140, avg:122.4 +Numeric std dev: 31.5 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 19 (76.0%) + 70: 5 (20.0%) + 50: 1 (4.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 50.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Cool Image': 3 (0.0%) + 'Myspace layouts - Myspace Codes - MySpace Backgrou...': 2 (0.0%) + 'Note to Yahoo: Hold the applause on Rogers': 2 (0.0%) + '628 Sickened by Recalled Peanut Butter': 2 (0.0%) + 'NUMBERS & WEB SITES': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 65.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.codinghorror.com/blog/archives/000878.h...': 2 (0.0%) + 'http://cms.pridedepot.com/modules/wordpress/?p=963': 2 (0.0%) + 'http://arstechnica.com/news.ars/post/20070531-new-...': 2 (0.0%) + 'http://www.nola.com/hurricane/t-p/index.ssf?/base/...': 1 (0.0%) + 'http://pundits.thehill.com/2007/05/31/iraq-cease-f...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 62,693/62,693 (100.0%) +Types: str:60,850, NoneType:1,843 +Null/Empty: null:1,843 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 60,718 (99.8%) + 'promo_adult_nsfw': 132 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 57,852/62,693 (92.3%) +Types: list:57,852 +Null/Empty: empty_arr:57,836 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 57,852/62,693 (92.3%) +Types: str:57,852 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 57,836 (100.0%) + 'richtext': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 1,922/62,693 (3.1%) +Types: bool:1,922 +Booleans: true:0 (0.0%), false:1,922 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 1,922/62,693 (3.1%) +Types: bool:1,922 +Booleans: true:0 (0.0%), false:1,922 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 1,922/62,693 (3.1%) +Types: bool:1,922 +Booleans: true:0 (0.0%), false:1,922 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 1,922/62,693 (3.1%) +Types: bool:1,922 +Booleans: true:0 (0.0%), false:1,922 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 185/62,693 (0.3%) +Types: bool:185 +Booleans: true:185 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 24/62,693 (0.0%) +Types: str:24 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 24 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 24/62,693 (0.0%) +Types: dict:24 + +================================================================================ + +================================================================================ +FILE: RS_2007-07.jsonl +Analysis Time: 2026-01-15 06:09:49 +================================================================================ +Total lines: 73,248 +Processed lines: 73,248 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:73,248 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 144 (0.2%) + 'Usgab': 44 (0.1%) + 'igeldard': 25 (0.0%) + 'moonmeadow': 20 (0.0%) + 'gregwont': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 73,248/73,248 (100.0%) +Types: NoneType:66,307, str:6,941 +Null/Empty: null:66,307, empty_str:6,941 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 73,248/73,248 (100.0%) +Types: NoneType:73,239, str:9 +Null/Empty: null:73,239 +String length avg: 3.0 +Unique strings tracked: 2 +String values distribution: + 'eng': 7 (77.8%) + 'bio': 2 (22.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 73,248/73,248 (100.0%) +Types: NoneType:73,239, str:9 +Null/Empty: null:73,239 +String length avg: 19.1 +Unique strings tracked: 2 +String values distribution: + 'PhD | Robotics': 7 (77.8%) + 'BS | Zoology | Ecology and Entomology': 2 (22.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 73,248/73,248 (100.0%) +Types: NoneType:66,307, str:6,941 +Null/Empty: null:66,307 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 6,941 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:71,510 (97.6%), false:1,738 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:66,307 (90.5%), false:6,941 (9.5%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:0 (0.0%), false:73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 73,248/73,248 (100.0%) +Types: int:73,248 +Numeric values: 73,248 total +Numeric range: min:1,183,248,114, max:1,185,926,257, avg:1184631103.3 +Numeric std dev: 765893.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 73,248/73,248 (100.0%) +Types: NoneType:73,248 +Null/Empty: null:73,248 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 36 (0.0%) + 'news.bbc.co.uk': 17 (0.0%) + 'squidoo.com': 16 (0.0%) + 'nytimes.com': 13 (0.0%) + 'news.yahoo.com': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:0 (0.0%), false:73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 73,248/73,248 (100.0%) +Types: int:73,248 +Numeric values: 73,248 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:0 (0.0%), false:73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:0 (0.0%), false:73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '22ju4': 1 (0.0%) + '22ju5': 1 (0.0%) + '22ju6': 1 (0.0%) + '22juf': 1 (0.0%) + '22jus': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:39,423 (53.8%), false:33,825 (46.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:0 (0.0%), false:73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:0 (0.0%), false:73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:0 (0.0%), false:73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 73,248/73,248 (100.0%) +Types: NoneType:73,248 +Null/Empty: null:73,248 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 73,248/73,248 (100.0%) +Types: list:73,248 +Null/Empty: empty_arr:73,248 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 73,248/73,248 (100.0%) +Types: NoneType:73,248 +Null/Empty: null:73,248 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:0 (0.0%), false:73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 73,248/73,248 (100.0%) +Types: NoneType:73,247, dict:1 +Null/Empty: null:73,247 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 73,248/73,248 (100.0%) +Types: dict:73,248 +Null/Empty: empty_obj:73,247 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:57,752 (78.8%), false:15,496 (21.2%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 73,248/73,248 (100.0%) +Types: int:73,248 +Numeric values: 73,248 total +Numeric range: min:0, max:565, avg:2.7 +Numeric std dev: 14.5 +Unique numbers tracked: 243 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 73,248/73,248 (100.0%) +Types: int:73,248 +Numeric values: 73,248 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:226 (0.3%), false:73,022 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 73,248/73,248 (100.0%) +Types: str:71,554, NoneType:1,694 +Null/Empty: null:1,694 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 71,510 (99.9%) + 'promo_adult_nsfw': 44 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 66.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/22ju4/nine_cool_things_you_...': 1 (0.0%) + '/r/reddit.com/comments/22ju5/britney_spears_pop_ca...': 1 (0.0%) + '/r/reddit.com/comments/22ju6/モチクリーム_大評判のコムサのモチクリーム...': 1 (0.0%) + '/r/reddit.com/comments/22juf/which_of_these_five_g...': 1 (0.0%) + '/r/reddit.com/comments/22jus/lynch_mob_beats_the_s...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 73,248/73,248 (100.0%) +Types: int:73,248 +Numeric values: 73,248 total +Numeric range: min:1,522,524,187, max:1,522,676,310, avg:1522529309.1 +Numeric std dev: 19579.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 73,248/73,248 (100.0%) +Types: int:73,248 +Numeric values: 73,248 total +Numeric range: min:0, max:1,575, avg:7.8 +Numeric std dev: 44.5 +Unique numbers tracked: 551 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 73,248/73,248 (100.0%) +Types: NoneType:73,247, dict:1 +Null/Empty: null:73,247 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 73,248/73,248 (100.0%) +Types: dict:73,248 +Null/Empty: empty_obj:73,247 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +Null/Empty: empty_str:69,788 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 3,460 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:73,248 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:0 (0.0%), false:73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:0 (0.0%), false:73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 9.8 +Unique strings tracked: 28 +Top 5 string values: + 'reddit.com': 65,992 (90.1%) + 'programming': 3,113 (4.2%) + 'science': 2,125 (2.9%) + 'features': 440 (0.6%) + 'freeculture': 391 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 4.3 +Unique strings tracked: 28 +Top 5 string values: + 't5_6': 65,992 (90.1%) + 't5_2fwo': 3,113 (4.2%) + 't5_mouw': 2,125 (2.9%) + 't5_21n6': 440 (0.6%) + 't5_49zi': 391 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 11.8 +Unique strings tracked: 28 +Top 5 string values: + 'r/reddit.com': 65,992 (90.1%) + 'r/programming': 3,113 (4.2%) + 'r/science': 2,125 (2.9%) + 'r/features': 440 (0.6%) + 'r/freeculture': 391 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 7.8 +Unique strings tracked: 3 +String values distribution: + 'archived': 65,992 (90.1%) + 'public': 7,106 (9.7%) + 'restricted': 150 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 73,248/73,248 (100.0%) +Types: NoneType:70,893, str:2,355 +Null/Empty: null:70,893 +String length avg: 9.3 +Unique strings tracked: 2 +String values distribution: + 'confidence': 2,126 (90.3%) + 'new': 229 (9.7%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +Null/Empty: empty_str:1 +String length avg: 7.0 +Unique strings tracked: 21 +Top 5 string values: + 'default': 73,227 (100.0%) + 'https://a.thumbs.redditmedia.com/6qpU2Y_w_bMIbBsVZ...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/uE70BdN-ypG2o9mrx...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/JNFCDsJsTMxdc6xat...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/3W53ONYrhypzsg1Wm...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 50.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Cool Image': 3 (0.0%) + 'Download this great file from FlyUpload': 3 (0.0%) + 'Blair launches stinging attack on 'absurd' British...': 2 (0.0%) + 'Bush Provokes Britain's Terrorists With: "THIS IS ...': 2 (0.0%) + 'Bush Is Told to Justify Executive Privilege': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 66.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://observer.guardian.co.uk/review/story/0,,211...': 2 (0.0%) + 'http://www.neomeme.net/2007/02/07/nine-cool-things...': 1 (0.0%) + 'http://musicflag.blogspot.com/2007/06/britney-spea...': 1 (0.0%) + 'http://xn--pck9ayff6byg.269g.net/': 1 (0.0%) + 'http://www.dailymail.co.uk/pages/live/femail/artic...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 73,248/73,248 (100.0%) +Types: str:71,554, NoneType:1,694 +Null/Empty: null:1,694 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 71,420 (99.8%) + 'promo_adult_nsfw': 134 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 73,247/73,248 (100.0%) +Types: NoneType:73,226, int:21 +Null/Empty: null:73,226 +Numeric values: 21 total +Numeric range: min:48, max:140, avg:97.6 +Numeric std dev: 30.9 +Unique numbers tracked: 11 +Top 5 numeric values: + 140: 6 (28.6%) + 70: 3 (14.3%) + 78: 3 (14.3%) + 105: 2 (9.5%) + 111: 1 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 73,247/73,248 (100.0%) +Types: NoneType:73,226, int:21 +Null/Empty: null:73,226 +Numeric values: 21 total +Numeric range: min:48, max:140, avg:125.6 +Numeric std dev: 29.9 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 17 (81.0%) + 70: 3 (14.3%) + 48: 1 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 66,307/73,248 (90.5%) +Types: list:66,307 +Null/Empty: empty_arr:66,298 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 66,307/73,248 (90.5%) +Types: str:66,307 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 66,298 (100.0%) + 'richtext': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 2,125/73,248 (2.9%) +Types: bool:2,125 +Booleans: true:0 (0.0%), false:2,125 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 2,125/73,248 (2.9%) +Types: bool:2,125 +Booleans: true:0 (0.0%), false:2,125 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 2,125/73,248 (2.9%) +Types: bool:2,125 +Booleans: true:0 (0.0%), false:2,125 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 2,125/73,248 (2.9%) +Types: bool:2,125 +Booleans: true:0 (0.0%), false:2,125 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 183/73,248 (0.2%) +Types: bool:183 +Booleans: true:183 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 20/73,248 (0.0%) +Types: str:20 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'link': 19 (95.0%) + 'rich:video': 1 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 20/73,248 (0.0%) +Types: dict:20 + +================================================================================ + +================================================================================ +FILE: RS_2007-08.jsonl +Analysis Time: 2026-01-15 06:09:55 +================================================================================ +Total lines: 84,952 +Processed lines: 84,952 +Total unique fields: 65 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:84,952 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 130 (0.2%) + 'linuxer': 60 (0.1%) + 'Kimura': 39 (0.0%) + 'Usgab': 20 (0.0%) + 'rmuser': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 84,952/84,952 (100.0%) +Types: NoneType:77,130, str:7,822 +Null/Empty: null:77,130, empty_str:7,822 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 84,952/84,952 (100.0%) +Types: NoneType:84,904, str:48 +Null/Empty: null:84,904 +String length avg: 12.2 +Unique strings tracked: 12 +Top 5 string values: + 'northcarolina-flag': 13 (27.1%) + 'newyork-flag': 7 (14.6%) + 'natgeo two': 6 (12.5%) + 'california-flag': 6 (12.5%) + 'eng': 4 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 84,952/84,952 (100.0%) +Types: NoneType:84,905, str:47 +Null/Empty: null:84,905 +String length avg: 14.4 +Unique strings tracked: 11 +Top 5 string values: + 'North Carolina': 13 (27.7%) + 'New York': 7 (14.9%) + 'Brian Howard | Writer': 6 (12.8%) + 'California': 6 (12.8%) + 'PhD | Robotics': 4 (8.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 84,952/84,952 (100.0%) +Types: NoneType:77,130, str:7,822 +Null/Empty: null:77,130 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 7,822 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:82,705 (97.4%), false:2,247 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:77,130 (90.8%), false:7,822 (9.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:0 (0.0%), false:84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 84,952/84,952 (100.0%) +Types: int:84,952 +Numeric values: 84,952 total +Numeric range: min:1,185,926,479, max:1,188,604,777, avg:1187301312.4 +Numeric std dev: 779928.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 84,952/84,952 (100.0%) +Types: NoneType:84,952 +Null/Empty: null:84,952 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 16.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'news.bbc.co.uk': 18 (0.0%) + 'youtube.com': 14 (0.0%) + 'news.yahoo.com': 10 (0.0%) + 'thisisby.us': 9 (0.0%) + 'nytimes.com': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:0 (0.0%), false:84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 84,952/84,952 (100.0%) +Types: int:84,952 +Numeric values: 84,952 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:0 (0.0%), false:84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:0 (0.0%), false:84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2b75a': 1 (0.0%) + '2b75i': 1 (0.0%) + '2b75j': 1 (0.0%) + '2b760': 1 (0.0%) + '2b762': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:39,548 (46.6%), false:45,404 (53.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:0 (0.0%), false:84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:0 (0.0%), false:84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:0 (0.0%), false:84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 84,952/84,952 (100.0%) +Types: NoneType:84,951, str:1 +Null/Empty: null:84,951 +String length avg: 21.0 +Unique strings tracked: 1 +String values distribution: + 'nonwhitelistedchannel': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 84,952/84,952 (100.0%) +Types: list:84,952 +Null/Empty: empty_arr:84,951 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 84,952/84,952 (100.0%) +Types: NoneType:84,951, str:1 +Null/Empty: null:84,951 +String length avg: 31.0 +Unique strings tracked: 1 +String values distribution: + 'Non-whitelisted Youtube Channel': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 84,951 (100.0%) + 'richtext': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:0 (0.0%), false:84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 84,952/84,952 (100.0%) +Types: NoneType:84,950, dict:2 +Null/Empty: null:84,950 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 84,952/84,952 (100.0%) +Types: dict:84,952 +Null/Empty: empty_obj:84,950 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:71,549 (84.2%), false:13,403 (15.8%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 84,952/84,952 (100.0%) +Types: int:84,952 +Numeric values: 84,952 total +Numeric range: min:0, max:630, avg:2.5 +Numeric std dev: 14.1 +Unique numbers tracked: 250 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 84,952/84,952 (100.0%) +Types: int:84,952 +Numeric values: 84,952 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:308 (0.4%), false:84,644 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 84,952/84,952 (100.0%) +Types: str:82,760, NoneType:2,192 +Null/Empty: null:2,192 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 82,705 (99.9%) + 'promo_adult_nsfw': 55 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/2b75a/justice_for_cambodia/': 1 (0.0%) + '/r/reddit.com/comments/2b75i/strippers_talk_about_...': 1 (0.0%) + '/r/reddit.com/comments/2b75j/mr_samsonite_facebook...': 1 (0.0%) + '/r/reddit.com/comments/2b760/skybus_keeps_on_soari...': 1 (0.0%) + '/r/reddit.com/comments/2b762/outsourcing_old_assum...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 84,952/84,952 (100.0%) +Types: int:84,952 +Numeric values: 84,952 total +Numeric range: min:1,522,529,150, max:1,522,534,618, avg:1522531877.2 +Numeric std dev: 1575.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 84,952/84,952 (100.0%) +Types: int:84,952 +Numeric values: 84,952 total +Numeric range: min:0, max:1,842, avg:6.5 +Numeric std dev: 40.5 +Unique numbers tracked: 535 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 84,952/84,952 (100.0%) +Types: NoneType:84,950, dict:2 +Null/Empty: null:84,950 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 84,952/84,952 (100.0%) +Types: dict:84,952 +Null/Empty: empty_obj:84,950 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +Null/Empty: empty_str:80,768 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 4,184 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:84,952 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:0 (0.0%), false:84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:0 (0.0%), false:84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 9.8 +Unique strings tracked: 28 +Top 5 string values: + 'reddit.com': 73,363 (86.4%) + 'politics': 3,358 (4.0%) + 'programming': 3,337 (3.9%) + 'science': 2,322 (2.7%) + 'features': 633 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 4.5 +Unique strings tracked: 28 +Top 5 string values: + 't5_6': 73,363 (86.4%) + 't5_2cneq': 3,358 (4.0%) + 't5_2fwo': 3,337 (3.9%) + 't5_mouw': 2,322 (2.7%) + 't5_21n6': 633 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 11.8 +Unique strings tracked: 28 +Top 5 string values: + 'r/reddit.com': 73,363 (86.4%) + 'r/politics': 3,358 (4.0%) + 'r/programming': 3,337 (3.9%) + 'r/science': 2,322 (2.7%) + 'r/features': 633 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 7.7 +Unique strings tracked: 3 +String values distribution: + 'archived': 73,363 (86.4%) + 'public': 11,423 (13.4%) + 'restricted': 166 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 84,952/84,952 (100.0%) +Types: NoneType:82,424, str:2,528 +Null/Empty: null:82,424 +String length avg: 9.4 +Unique strings tracked: 2 +String values distribution: + 'confidence': 2,322 (91.9%) + 'new': 206 (8.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 7.0 +Unique strings tracked: 33 +Top 5 string values: + 'default': 84,920 (100.0%) + 'https://b.thumbs.redditmedia.com/iZGzLri_rXJK0G-5I...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/zRwA33vgSaWBAb50u...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/CfrG7eDBGdpVyZ7xO...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/_Jk9s8UwUSQxDV7jt...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 84,952/84,952 (100.0%) +Types: NoneType:84,916, int:36 +Null/Empty: null:84,916 +Numeric values: 36 total +Numeric range: min:39, max:140, avg:106.6 +Numeric std dev: 30.4 +Unique numbers tracked: 20 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 84,952/84,952 (100.0%) +Types: NoneType:84,916, int:36 +Null/Empty: null:84,916 +Numeric values: 36 total +Numeric range: min:50, max:140, avg:131.0 +Numeric std dev: 25.7 +Unique numbers tracked: 4 +Numeric values distribution: + 140: 32 (88.9%) + 50: 2 (5.6%) + 70: 1 (2.8%) + 65: 1 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 49.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Software Imprinting Dilemma': 2 (0.0%) + 'Justice for Cambodia': 1 (0.0%) + 'Strippers Talk About Golf Outing': 1 (0.0%) + 'Mr Samsonite - Facebook is the worst abomination s...': 1 (0.0%) + 'Skybus Keeps on Soaring!': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 65.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://xkcd.com/297/': 2 (0.0%) + 'http://www.codinghorror.com/blog/archives/000921.h...': 2 (0.0%) + 'http://news.yahoo.com/s/afp/cambodiagenocide;_ylt=...': 1 (0.0%) + 'http://www.nbc10.com/news/13792295/detail.html?dl=...': 1 (0.0%) + 'http://mrsamsonite.blogspot.com/2007/08/facebook-i...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 84,952/84,952 (100.0%) +Types: str:82,760, NoneType:2,192 +Null/Empty: null:2,192 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 82,587 (99.8%) + 'promo_adult_nsfw': 173 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 77,130/84,952 (90.8%) +Types: list:77,130 +Null/Empty: empty_arr:77,083 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 77,130/84,952 (90.8%) +Types: str:77,130 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 77,083 (99.9%) + 'richtext': 47 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 2,322/84,952 (2.7%) +Types: bool:2,322 +Booleans: true:0 (0.0%), false:2,322 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 2,322/84,952 (2.7%) +Types: bool:2,322 +Booleans: true:0 (0.0%), false:2,322 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 2,322/84,952 (2.7%) +Types: bool:2,322 +Booleans: true:0 (0.0%), false:2,322 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 2,322/84,952 (2.7%) +Types: bool:2,322 +Booleans: true:0 (0.0%), false:2,322 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 222/84,952 (0.3%) +Types: bool:222 +Booleans: true:222 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 32/84,952 (0.0%) +Types: str:32 +String length avg: 4.3 +Unique strings tracked: 3 +String values distribution: + 'link': 27 (84.4%) + 'image': 4 (12.5%) + 'rich:video': 1 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 32/84,952 (0.0%) +Types: dict:32 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 1/84,952 (0.0%) +Types: str:1 +Null/Empty: empty_str:1 + +================================================================================ + +================================================================================ +FILE: RS_2007-09.jsonl +Analysis Time: 2026-01-15 06:10:02 +================================================================================ +Total lines: 91,294 +Processed lines: 91,294 +Total unique fields: 65 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:91,294 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 141 (0.2%) + 'duncanmc': 24 (0.0%) + 'rmuser': 12 (0.0%) + 'Bestman0': 10 (0.0%) + 'Aerik': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 91,294/91,294 (100.0%) +Types: NoneType:82,868, str:8,426 +Null/Empty: null:82,868, empty_str:8,426 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 91,294/91,294 (100.0%) +Types: NoneType:91,232, str:62 +Null/Empty: null:91,232 +String length avg: 12.3 +Unique strings tracked: 15 +Top 5 string values: + 'kentucky-flag': 33 (53.2%) + 'northcarolina-flag': 6 (9.7%) + 'NHLLeafs': 4 (6.5%) + 'california-flag': 3 (4.8%) + 'alabama-flag': 2 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 91,294/91,294 (100.0%) +Types: NoneType:91,242, str:52 +Null/Empty: null:91,242 +String length avg: 11.6 +Unique strings tracked: 11 +Top 5 string values: + 'Kentucky': 33 (63.5%) + 'North Carolina': 6 (11.5%) + 'California': 3 (5.8%) + 'Alabama': 2 (3.8%) + 'PhD | Computer Science': 2 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 91,294/91,294 (100.0%) +Types: NoneType:82,868, str:8,426 +Null/Empty: null:82,868 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 8,426 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:88,066 (96.5%), false:3,228 (3.5%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:82,901 (90.8%), false:8,393 (9.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:0 (0.0%), false:91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 91,294/91,294 (100.0%) +Types: int:91,294 +Numeric values: 91,294 total +Numeric range: min:1,188,604,801, max:1,191,196,791, avg:1189933048.3 +Numeric std dev: 718007.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 91,294/91,294 (100.0%) +Types: NoneType:91,294 +Null/Empty: null:91,294 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 16.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 18 (0.0%) + 'news.bbc.co.uk': 14 (0.0%) + 'nytimes.com': 13 (0.0%) + 'news.yahoo.com': 11 (0.0%) + 'thisisby.us': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:0 (0.0%), false:91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 91,294/91,294 (100.0%) +Types: int:91,294 +Numeric values: 91,294 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 91,293 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:0 (0.0%), false:91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:0 (0.0%), false:91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2kp7y': 1 (0.0%) + '2kp7z': 1 (0.0%) + '2kp85': 1 (0.0%) + '2kp89': 1 (0.0%) + '2kp8h': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:45,870 (50.2%), false:45,424 (49.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:0 (0.0%), false:91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:0 (0.0%), false:91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:0 (0.0%), false:91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 91,294/91,294 (100.0%) +Types: NoneType:91,293, str:1 +Null/Empty: null:91,293 +String length avg: 21.0 +Unique strings tracked: 1 +String values distribution: + 'nonwhitelistedchannel': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 91,294/91,294 (100.0%) +Types: list:91,294 +Null/Empty: empty_arr:91,293 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 91,294/91,294 (100.0%) +Types: NoneType:91,293, str:1 +Null/Empty: null:91,293 +String length avg: 31.0 +Unique strings tracked: 1 +String values distribution: + 'Non-whitelisted Youtube Channel': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 91,293 (100.0%) + 'richtext': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:0 (0.0%), false:91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 91,294/91,294 (100.0%) +Types: NoneType:91,293, dict:1 +Null/Empty: null:91,293 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 91,294/91,294 (100.0%) +Types: dict:91,294 +Null/Empty: empty_obj:91,293 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:73,886 (80.9%), false:17,408 (19.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 91,294/91,294 (100.0%) +Types: int:91,294 +Numeric values: 91,294 total +Numeric range: min:0, max:9,208, avg:2.8 +Numeric std dev: 34.1 +Unique numbers tracked: 284 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 91,294/91,294 (100.0%) +Types: int:91,294 +Numeric values: 91,294 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:589 (0.6%), false:90,705 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 91,294/91,294 (100.0%) +Types: str:88,096, NoneType:3,198 +Null/Empty: null:3,198 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 88,066 (100.0%) + 'promo_adult_nsfw': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 66.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/2kp7y/diy_invisible_book_sh...': 1 (0.0%) + '/r/politics/comments/2kp7z/heartbroken_bush_runs_a...': 1 (0.0%) + '/r/reddit.com/comments/2kp85/founder_of_peets_coff...': 1 (0.0%) + '/r/reddit.com/comments/2kp89/summer_babies_are_mor...': 1 (0.0%) + '/r/reddit.com/comments/2kp8h/in_a_stark_departure_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 91,294/91,294 (100.0%) +Types: int:91,294 +Numeric values: 91,294 total +Numeric range: min:1,522,534,618, max:1,522,540,576, avg:1522537634.4 +Numeric std dev: 1721.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 91,294/91,294 (100.0%) +Types: int:91,294 +Numeric values: 91,294 total +Numeric range: min:0, max:2,780, avg:7.4 +Numeric std dev: 47.2 +Unique numbers tracked: 587 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 91,294/91,294 (100.0%) +Types: NoneType:91,293, dict:1 +Null/Empty: null:91,293 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 91,294/91,294 (100.0%) +Types: dict:91,294 +Null/Empty: empty_obj:91,293 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +Null/Empty: empty_str:86,883 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 4,411 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:91,294 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:0 (0.0%), false:91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:0 (0.0%), false:91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 9.6 +Unique strings tracked: 34 +Top 5 string values: + 'reddit.com': 73,563 (80.6%) + 'politics': 5,622 (6.2%) + 'programming': 3,253 (3.6%) + 'science': 2,712 (3.0%) + 'entertainment': 808 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 4.7 +Unique strings tracked: 34 +Top 5 string values: + 't5_6': 73,563 (80.6%) + 't5_2cneq': 5,622 (6.2%) + 't5_2fwo': 3,253 (3.6%) + 't5_mouw': 2,712 (3.0%) + 't5_2qh0f': 808 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 11.6 +Unique strings tracked: 34 +Top 5 string values: + 'r/reddit.com': 73,563 (80.6%) + 'r/politics': 5,622 (6.2%) + 'r/programming': 3,253 (3.6%) + 'r/science': 2,712 (3.0%) + 'r/entertainment': 808 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 7.7 +Unique strings tracked: 3 +String values distribution: + 'archived': 73,563 (80.6%) + 'public': 15,032 (16.5%) + 'restricted': 2,699 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 91,294/91,294 (100.0%) +Types: NoneType:88,292, str:3,002 +Null/Empty: null:88,292 +String length avg: 9.3 +Unique strings tracked: 2 +String values distribution: + 'confidence': 2,720 (90.6%) + 'new': 282 (9.4%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 7.0 +Unique strings tracked: 38 +Top 5 string values: + 'default': 91,257 (100.0%) + 'https://b.thumbs.redditmedia.com/M4yf0TaemYlkk17V3...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/O3f1h8uvzyHwRVFwf...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/ncwlQDJqNVoMaYWQM...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/wwzQyB-4ollFThb9W...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 91,294/91,294 (100.0%) +Types: NoneType:91,257, int:37 +Null/Empty: null:91,257 +Numeric values: 37 total +Numeric range: min:37, max:140, avg:112.8 +Numeric std dev: 33.5 +Unique numbers tracked: 14 +Top 5 numeric values: + 140: 19 (51.4%) + 105: 3 (8.1%) + 73: 2 (5.4%) + 104: 2 (5.4%) + 70: 2 (5.4%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 91,294/91,294 (100.0%) +Types: NoneType:91,257, int:37 +Null/Empty: null:91,257 +Numeric values: 37 total +Numeric range: min:70, max:140, avg:132.4 +Numeric std dev: 21.7 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 33 (89.2%) + 70: 4 (10.8%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 52.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Big Cities Make Me Happy': 2 (0.0%) + 'Has a Mythical Beast Turned Up in Texas?': 2 (0.0%) + 'Cool Image': 2 (0.0%) + 'DIY: Invisible Book Shelf': 1 (0.0%) + 'Heartbroken Bush Runs After Departing Rove's Car': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 65.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.engadget.com/2007/08/31/know-your-right...': 2 (0.0%) + 'http://www.instructables.com/id/EOFOYM0RBUEXCFH30A...': 1 (0.0%) + 'http://www.theonion.com/content/news/heartbroken_b...': 1 (0.0%) + 'http://sfgate.com/cgi-bin/article/article?f=/c/a/2...': 1 (0.0%) + 'http://www.dailymail.co.uk/pages/live/articles/hea...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 91,294/91,294 (100.0%) +Types: str:88,096, NoneType:3,198 +Null/Empty: null:3,198 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 87,881 (99.8%) + 'promo_adult_nsfw': 215 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 82,901/91,294 (90.8%) +Types: list:82,901 +Null/Empty: empty_arr:82,849 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 82,901/91,294 (90.8%) +Types: str:82,901 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 82,849 (99.9%) + 'richtext': 52 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 2,712/91,294 (3.0%) +Types: bool:2,712 +Booleans: true:0 (0.0%), false:2,712 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 2,712/91,294 (3.0%) +Types: bool:2,712 +Booleans: true:0 (0.0%), false:2,712 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 2,712/91,294 (3.0%) +Types: bool:2,712 +Booleans: true:0 (0.0%), false:2,712 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 2,712/91,294 (3.0%) +Types: bool:2,712 +Booleans: true:0 (0.0%), false:2,712 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 162/91,294 (0.2%) +Types: bool:162 +Booleans: true:162 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 37/91,294 (0.0%) +Types: str:37 +String length avg: 4.2 +Unique strings tracked: 3 +String values distribution: + 'link': 34 (91.9%) + 'image': 2 (5.4%) + 'rich:video': 1 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 37/91,294 (0.0%) +Types: dict:37 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 1/91,294 (0.0%) +Types: str:1 +Null/Empty: empty_str:1 + +================================================================================ + +================================================================================ +FILE: RS_2007-10.jsonl +Analysis Time: 2026-01-15 06:10:10 +================================================================================ +Total lines: 101,633 +Processed lines: 101,633 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:101,633 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 135 (0.1%) + 'qgyh2': 37 (0.0%) + 'vtail': 13 (0.0%) + 'Soniji': 12 (0.0%) + 'ninzee': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 101,633/101,633 (100.0%) +Types: NoneType:86,209, str:15,424 +Null/Empty: null:86,209, empty_str:15,424 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 101,633/101,633 (100.0%) +Types: NoneType:101,560, str:73 +Null/Empty: null:101,560 +String length avg: 10.7 +Unique strings tracked: 21 +Top 5 string values: + 'alabama-flag': 11 (15.1%) + 'kentucky-flag': 10 (13.7%) + ' reward2': 7 (9.6%) + 'california-flag': 7 (9.6%) + 'bio': 6 (8.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 101,633/101,633 (100.0%) +Types: NoneType:101,578, str:55 +Null/Empty: null:101,578, empty_str:3 +String length avg: 12.5 +Unique strings tracked: 13 +Top 5 string values: + 'Alabama': 11 (21.2%) + 'Kentucky': 10 (19.2%) + 'California': 7 (13.5%) + 'BS | Zoology | Ecology and Entomology': 4 (7.7%) + 'BS | Physics': 4 (7.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 101,633/101,633 (100.0%) +Types: NoneType:86,209, str:15,424 +Null/Empty: null:86,209 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 15,424 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:98,911 (97.3%), false:2,722 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:86,221 (84.8%), false:15,412 (15.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:0 (0.0%), false:101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 101,633/101,633 (100.0%) +Types: int:101,633 +Numeric values: 101,633 total +Numeric range: min:1,191,196,830, max:1,193,875,168, avg:1192557124.3 +Numeric std dev: 788660.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 101,633/101,633 (100.0%) +Types: NoneType:101,633 +Null/Empty: null:101,633 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 16.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nytimes.com': 21 (0.0%) + 'news.bbc.co.uk': 14 (0.0%) + 'youtube.com': 12 (0.0%) + 'reddit.com': 11 (0.0%) + 'news.yahoo.com': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:0 (0.0%), false:101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 101,633/101,633 (100.0%) +Types: int:101,633 +Numeric values: 101,633 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 101,632 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:0 (0.0%), false:101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:0 (0.0%), false:101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2v6rr': 1 (0.0%) + '2v6s0': 1 (0.0%) + '2v6s5': 1 (0.0%) + '2v6s7': 1 (0.0%) + '2v6sd': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:46,599 (45.9%), false:55,034 (54.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:0 (0.0%), false:101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:0 (0.0%), false:101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:0 (0.0%), false:101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 101,633/101,633 (100.0%) +Types: NoneType:101,633 +Null/Empty: null:101,633 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 101,633/101,633 (100.0%) +Types: list:101,633 +Null/Empty: empty_arr:101,633 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 101,633/101,633 (100.0%) +Types: NoneType:101,633 +Null/Empty: null:101,633 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:0 (0.0%), false:101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 101,633/101,633 (100.0%) +Types: NoneType:101,633 +Null/Empty: null:101,633 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 101,633/101,633 (100.0%) +Types: dict:101,633 +Null/Empty: empty_obj:101,633 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:84,327 (83.0%), false:17,306 (17.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 101,633/101,633 (100.0%) +Types: int:101,633 +Numeric values: 101,633 total +Numeric range: min:0, max:1,085, avg:2.8 +Numeric std dev: 16.4 +Unique numbers tracked: 295 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 101,633/101,633 (100.0%) +Types: int:101,633 +Numeric values: 101,633 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:1,160 (1.1%), false:100,473 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 101,633/101,633 (100.0%) +Types: str:99,442, NoneType:2,191 +Null/Empty: null:2,191 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 98,911 (99.5%) + 'promo_adult_nsfw': 531 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 66.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/2v6rr/velociraptor_was_just...': 1 (0.0%) + '/r/reddit.com/comments/2v6s0/robot_chicken_cassett...': 1 (0.0%) + '/r/reddit.com/comments/2v6s5/courneys_web_page/': 1 (0.0%) + '/r/business/comments/2v6s7/get_more_traffic_to_you...': 1 (0.0%) + '/r/reddit.com/comments/2v6sd/climbing_the_wall_of_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 101,633/101,633 (100.0%) +Types: int:101,633 +Numeric values: 101,633 total +Numeric range: min:1,522,540,576, max:1,522,677,518, avg:1522619608.0 +Numeric std dev: 66791.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 101,633/101,633 (100.0%) +Types: int:101,633 +Numeric values: 101,633 total +Numeric range: min:0, max:2,004, avg:6.6 +Numeric std dev: 43.7 +Unique numbers tracked: 616 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 101,633/101,633 (100.0%) +Types: NoneType:101,633 +Null/Empty: null:101,633 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 101,633/101,633 (100.0%) +Types: dict:101,633 +Null/Empty: empty_obj:101,633 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +Null/Empty: empty_str:90,388 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 11,245 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:101,633 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:0 (0.0%), false:101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:0 (0.0%), false:101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 9.5 +Unique strings tracked: 33 +Top 5 string values: + 'reddit.com': 75,242 (74.0%) + 'politics': 9,259 (9.1%) + 'programming': 3,663 (3.6%) + 'science': 3,067 (3.0%) + 'entertainment': 2,631 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 4.9 +Unique strings tracked: 33 +Top 5 string values: + 't5_6': 75,242 (74.0%) + 't5_2cneq': 9,259 (9.1%) + 't5_2fwo': 3,663 (3.6%) + 't5_mouw': 3,067 (3.0%) + 't5_2qh0f': 2,631 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 11.5 +Unique strings tracked: 33 +Top 5 string values: + 'r/reddit.com': 75,242 (74.0%) + 'r/politics': 9,259 (9.1%) + 'r/programming': 3,663 (3.6%) + 'r/science': 3,067 (3.0%) + 'r/entertainment': 2,631 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 7.5 +Unique strings tracked: 3 +String values distribution: + 'archived': 75,242 (74.0%) + 'public': 24,890 (24.5%) + 'restricted': 1,501 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 101,633/101,633 (100.0%) +Types: NoneType:98,302, str:3,331 +Null/Empty: null:98,302 +String length avg: 9.5 +Unique strings tracked: 2 +String values distribution: + 'confidence': 3,070 (92.2%) + 'new': 261 (7.8%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 7.0 +Unique strings tracked: 40 +Top 5 string values: + 'default': 101,594 (100.0%) + 'https://b.thumbs.redditmedia.com/aC_k1ZSey8EM9akhW...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/Nbx79KJnWWxfgAgh3...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/QWouxt_3S6ykfK8_5...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/DdRIK_kuMEQ_qgscy...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 101,633/101,633 (100.0%) +Types: NoneType:101,591, int:42 +Null/Empty: null:101,591 +Numeric values: 42 total +Numeric range: min:34, max:140, avg:105.0 +Numeric std dev: 35.3 +Unique numbers tracked: 15 +Top 5 numeric values: + 140: 18 (42.9%) + 70: 7 (16.7%) + 105: 3 (7.1%) + 104: 2 (4.8%) + 78: 2 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 101,633/101,633 (100.0%) +Types: NoneType:101,591, int:42 +Null/Empty: null:101,591 +Numeric values: 42 total +Numeric range: min:34, max:140, avg:120.3 +Numeric std dev: 33.5 +Unique numbers tracked: 4 +Numeric values distribution: + 140: 31 (73.8%) + 70: 9 (21.4%) + 50: 1 (2.4%) + 34: 1 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 52.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Short Stories - Storiesville.com-<h5>Setting...': 2 (0.0%) + 'U.S. Is Top Arms Seller to Developing World': 2 (0.0%) + 'Futuristic Mansion That Floats On Water': 2 (0.0%) + 'iPhone protest vid uses Apple's own words to suppo...': 2 (0.0%) + 'New Game Midnight Pool 3D Free Download': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 65.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.storiesville.com/content/view/616/65/': 2 (0.0%) + 'http://ballersguide.com/futuristic-mansion-that-fl...': 2 (0.0%) + 'http://xkcd.com/323/': 2 (0.0%) + 'http://www.payittome.com': 2 (0.0%) + 'http://www.3wknut.biz/costruire14.html': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 101,633/101,633 (100.0%) +Types: str:99,442, NoneType:2,191 +Null/Empty: null:2,191 +String length avg: 7.1 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 98,605 (99.2%) + 'promo_adult_nsfw': 837 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 86,221/101,633 (84.8%) +Types: list:86,221 +Null/Empty: empty_arr:86,169 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 86,221/101,633 (84.8%) +Types: str:86,221 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 86,169 (99.9%) + 'richtext': 52 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 3,067/101,633 (3.0%) +Types: bool:3,067 +Booleans: true:0 (0.0%), false:3,067 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 3,067/101,633 (3.0%) +Types: bool:3,067 +Booleans: true:0 (0.0%), false:3,067 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 3,067/101,633 (3.0%) +Types: bool:3,067 +Booleans: true:0 (0.0%), false:3,067 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 3,067/101,633 (3.0%) +Types: bool:3,067 +Booleans: true:0 (0.0%), false:3,067 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 170/101,633 (0.2%) +Types: bool:170 +Booleans: true:170 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 37/101,633 (0.0%) +Types: str:37 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'link': 36 (97.3%) + 'image': 1 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 37/101,633 (0.0%) +Types: dict:37 + +================================================================================ + +================================================================================ +FILE: RS_2007-11.jsonl +Analysis Time: 2026-01-15 06:10:18 +================================================================================ +Total lines: 106,868 +Processed lines: 106,868 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:106,868 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 292 (0.3%) + 'qgyh2': 36 (0.0%) + 'culture': 23 (0.0%) + 'igeldard': 23 (0.0%) + 'alextsai': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 106,868/106,868 (100.0%) +Types: NoneType:87,964, str:18,904 +Null/Empty: null:87,964, empty_str:18,904 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 106,868/106,868 (100.0%) +Types: NoneType:106,786, str:82 +Null/Empty: null:106,786 +String length avg: 11.7 +Unique strings tracked: 22 +Top 5 string values: + 'northcarolina-flag': 24 (29.3%) + 'NBAKnicks': 13 (15.9%) + 'bio': 10 (12.2%) + 'kentucky-flag': 6 (7.3%) + 'california-flag': 4 (4.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 106,868/106,868 (100.0%) +Types: NoneType:106,807, str:61 +Null/Empty: null:106,807, empty_str:3 +String length avg: 18.7 +Unique strings tracked: 16 +Top 5 string values: + 'North Carolina': 24 (41.4%) + 'PhD | Microbiology and Immunology|Synthetic Biolog...': 7 (12.1%) + 'Kentucky': 6 (10.3%) + 'California': 4 (6.9%) + 'BS | Zoology | Ecology and Entomology': 3 (5.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 106,868/106,868 (100.0%) +Types: NoneType:87,964, str:18,904 +Null/Empty: null:87,964 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 18,904 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:104,960 (98.2%), false:1,908 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:87,971 (82.3%), false:18,897 (17.7%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:0 (0.0%), false:106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 106,868/106,868 (100.0%) +Types: int:106,868 +Numeric values: 106,868 total +Numeric range: min:1,193,875,238, max:1,196,467,182, avg:1195206445.9 +Numeric std dev: 756330.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 106,868/106,868 (100.0%) +Types: NoneType:106,868 +Null/Empty: null:106,868 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 16.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'news.bbc.co.uk': 22 (0.0%) + 'chinapost.com.tw': 22 (0.0%) + 'youtube.com': 20 (0.0%) + 'reddit.com': 18 (0.0%) + 'lookuplive.com': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:0 (0.0%), false:106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 106,868/106,868 (100.0%) +Types: int:106,868 +Numeric values: 106,868 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:0 (0.0%), false:106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:0 (0.0%), false:106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '5zkdh': 1 (0.0%) + '5zkdi': 1 (0.0%) + '5zkdj': 1 (0.0%) + '5zkdk': 1 (0.0%) + '5zkdl': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:49,639 (46.4%), false:57,229 (53.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:0 (0.0%), false:106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:0 (0.0%), false:106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:0 (0.0%), false:106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 106,868/106,868 (100.0%) +Types: NoneType:106,868 +Null/Empty: null:106,868 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 106,868/106,868 (100.0%) +Types: list:106,868 +Null/Empty: empty_arr:106,868 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 106,868/106,868 (100.0%) +Types: NoneType:106,868 +Null/Empty: null:106,868 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:0 (0.0%), false:106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 106,868/106,868 (100.0%) +Types: NoneType:106,867, dict:1 +Null/Empty: null:106,867 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 106,868/106,868 (100.0%) +Types: dict:106,868 +Null/Empty: empty_obj:106,867 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:87,564 (81.9%), false:19,304 (18.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 106,868/106,868 (100.0%) +Types: int:106,868 +Numeric values: 106,868 total +Numeric range: min:0, max:1,626, avg:2.8 +Numeric std dev: 18.9 +Unique numbers tracked: 334 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 106,868/106,868 (100.0%) +Types: int:106,868 +Numeric values: 106,868 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:961 (0.9%), false:105,907 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 106,868/106,868 (100.0%) +Types: str:105,466, NoneType:1,402 +Null/Empty: null:1,402 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 104,960 (99.5%) + 'promo_adult_nsfw': 506 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 67.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/5zkdh/halloweens_dance/': 1 (0.0%) + '/r/reddit.com/comments/5zkdi/how_to_save_your_tush...': 1 (0.0%) + '/r/politics/comments/5zkdj/is_san_francisco_ron_pa...': 1 (0.0%) + '/r/reddit.com/comments/5zkdk/motivating_quote_from...': 1 (0.0%) + '/r/joel/comments/5zkdl/a_slightly_different_take_o...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 106,868/106,868 (100.0%) +Types: int:106,868 +Numeric values: 106,868 total +Numeric range: min:1,522,677,518, max:1,522,679,198, avg:1522678358.3 +Numeric std dev: 484.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 106,868/106,868 (100.0%) +Types: int:106,868 +Numeric values: 106,868 total +Numeric range: min:0, max:2,011, avg:7.0 +Numeric std dev: 48.5 +Unique numbers tracked: 647 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 106,868/106,868 (100.0%) +Types: NoneType:106,867, dict:1 +Null/Empty: null:106,867 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 106,868/106,868 (100.0%) +Types: dict:106,868 +Null/Empty: empty_obj:106,867 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +Null/Empty: empty_str:92,799 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 14,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:106,868 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:1 (0.0%), false:106,867 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:0 (0.0%), false:106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 9.5 +Unique strings tracked: 32 +Top 5 string values: + 'reddit.com': 76,057 (71.2%) + 'politics': 11,099 (10.4%) + 'entertainment': 3,925 (3.7%) + 'programming': 3,687 (3.5%) + 'science': 3,218 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 5.1 +Unique strings tracked: 32 +Top 5 string values: + 't5_6': 76,057 (71.2%) + 't5_2cneq': 11,099 (10.4%) + 't5_2qh0f': 3,925 (3.7%) + 't5_2fwo': 3,687 (3.5%) + 't5_mouw': 3,218 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 11.5 +Unique strings tracked: 32 +Top 5 string values: + 'r/reddit.com': 76,057 (71.2%) + 'r/politics': 11,099 (10.4%) + 'r/entertainment': 3,925 (3.7%) + 'r/programming': 3,687 (3.5%) + 'r/science': 3,218 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 7.4 +Unique strings tracked: 3 +String values distribution: + 'archived': 76,057 (71.2%) + 'public': 30,380 (28.4%) + 'restricted': 431 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 106,868/106,868 (100.0%) +Types: NoneType:103,322, str:3,546 +Null/Empty: null:103,322 +String length avg: 9.4 +Unique strings tracked: 2 +String values distribution: + 'confidence': 3,221 (90.8%) + 'new': 325 (9.2%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +Null/Empty: empty_str:1 +String length avg: 7.0 +Unique strings tracked: 33 +Top 5 string values: + 'default': 106,835 (100.0%) + 'https://b.thumbs.redditmedia.com/RLC72X0KIm__nXEce...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/vUIflxdVgnh4Q1ufb...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/o7aDUUbOvRxoM66qB...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/7KfTTXMUJkVtyb0Ie...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 51.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'How to get someone to do you a favor WITHOUT ever ...': 3 (0.0%) + '"Oil prices are becoming increasingly decoupled fr...': 3 (0.0%) + 'New OS X "Trojan" In the Wild': 2 (0.0%) + 'More On Ron Paul Spam': 2 (0.0%) + 'Ten things I hate about Nintendo': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://arstechnica.com/news.ars/post/20071031-ron-...': 3 (0.0%) + 'http://www.rigzone.com/news/article_pf.asp?a_id=52...': 3 (0.0%) + 'http://www.lookuplive.com/search.php?aid=54990&...': 3 (0.0%) + 'http://dmiessler.com/blogarchive/new-os-x-trojan-i...': 2 (0.0%) + 'http://blog.wired.com/27bstroke6/2007/10/more-on-r...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 106,868/106,868 (100.0%) +Types: str:105,466, NoneType:1,402 +Null/Empty: null:1,402 +String length avg: 7.1 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 104,627 (99.2%) + 'promo_adult_nsfw': 839 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 106,867/106,868 (100.0%) +Types: NoneType:106,834, int:33 +Null/Empty: null:106,834 +Numeric values: 33 total +Numeric range: min:35, max:140, avg:99.6 +Numeric std dev: 31.2 +Unique numbers tracked: 18 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 106,867/106,868 (100.0%) +Types: NoneType:106,834, int:33 +Null/Empty: null:106,834 +Numeric values: 33 total +Numeric range: min:70, max:140, avg:133.6 +Numeric std dev: 20.1 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 30 (90.9%) + 70: 3 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 87,971/106,868 (82.3%) +Types: list:87,971 +Null/Empty: empty_arr:87,913 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 87,971/106,868 (82.3%) +Types: str:87,971 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 87,913 (99.9%) + 'richtext': 58 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 3,218/106,868 (3.0%) +Types: bool:3,218 +Booleans: true:0 (0.0%), false:3,218 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 3,218/106,868 (3.0%) +Types: bool:3,218 +Booleans: true:0 (0.0%), false:3,218 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 3,218/106,868 (3.0%) +Types: bool:3,218 +Booleans: true:0 (0.0%), false:3,218 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 3,218/106,868 (3.0%) +Types: bool:3,218 +Booleans: true:0 (0.0%), false:3,218 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 90/106,868 (0.1%) +Types: bool:90 +Booleans: true:90 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 32/106,868 (0.0%) +Types: str:32 +String length avg: 4.3 +Unique strings tracked: 3 +String values distribution: + 'link': 28 (87.5%) + 'image': 3 (9.4%) + 'rich:video': 1 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 32/106,868 (0.0%) +Types: dict:32 + +================================================================================ + +================================================================================ +FILE: RS_2007-12.jsonl +Analysis Time: 2026-01-15 06:10:26 +================================================================================ +Total lines: 111,193 +Processed lines: 111,193 +Total unique fields: 65 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:111,193 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 443 (0.4%) + 'qgyh2': 37 (0.0%) + 'rmuser': 27 (0.0%) + 'fmafiozy': 14 (0.0%) + 'gst': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 111,193/111,193 (100.0%) +Types: NoneType:90,197, str:20,996 +Null/Empty: null:90,197, empty_str:20,996 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 111,193/111,193 (100.0%) +Types: NoneType:110,984, str:209 +Null/Empty: null:110,984 +String length avg: 16.1 +Unique strings tracked: 22 +Top 5 string values: + 'northcarolina-flag': 149 (71.3%) + 'NBAKnicks': 8 (3.8%) + 'kentucky-flag': 6 (2.9%) + 'alabama-flag': 5 (2.4%) + 'california-flag': 5 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 111,193/111,193 (100.0%) +Types: NoneType:110,996, str:197 +Null/Empty: null:110,996, empty_str:3 +String length avg: 13.1 +Unique strings tracked: 15 +Top 5 string values: + 'North Carolina': 149 (76.8%) + 'Kentucky': 6 (3.1%) + 'Alabama': 5 (2.6%) + 'California': 5 (2.6%) + 'Florida': 5 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 111,193/111,193 (100.0%) +Types: NoneType:90,197, str:20,996 +Null/Empty: null:90,197 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 20,996 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:109,304 (98.3%), false:1,889 (1.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:90,209 (81.1%), false:20,984 (18.9%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:0 (0.0%), false:111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 111,193/111,193 (100.0%) +Types: int:111,193 +Numeric values: 111,193 total +Numeric range: min:1,196,467,201, max:1,199,145,543, avg:1197738136.5 +Numeric std dev: 737810.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 111,193/111,193 (100.0%) +Types: NoneType:111,193 +Null/Empty: null:111,193 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 16.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 37 (0.0%) + 'reddit.com': 23 (0.0%) + 'nytimes.com': 21 (0.0%) + 'news.bbc.co.uk': 20 (0.0%) + 'guardian.co.uk': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:0 (0.0%), false:111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 111,193/111,193 (100.0%) +Types: int:111,193 +Numeric values: 111,193 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:0 (0.0%), false:111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:0 (0.0%), false:111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '61uvc': 1 (0.0%) + '61uvd': 1 (0.0%) + '61uve': 1 (0.0%) + '61uvf': 1 (0.0%) + '61uvg': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:54,381 (48.9%), false:56,812 (51.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:0 (0.0%), false:111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:0 (0.0%), false:111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:0 (0.0%), false:111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 111,193/111,193 (100.0%) +Types: NoneType:111,192, str:1 +Null/Empty: null:111,192 +String length avg: 21.0 +Unique strings tracked: 1 +String values distribution: + 'nonwhitelistedchannel': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 111,193/111,193 (100.0%) +Types: list:111,193 +Null/Empty: empty_arr:111,191 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 111,193/111,193 (100.0%) +Types: NoneType:111,191, str:2 +Null/Empty: null:111,191 +String length avg: 24.5 +Unique strings tracked: 2 +String values distribution: + 'Unacceptable Title': 1 (50.0%) + 'Non-whitelisted Youtube Channel': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 111,191 (100.0%) + 'richtext': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:0 (0.0%), false:111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 111,193/111,193 (100.0%) +Types: NoneType:111,190, dict:3 +Null/Empty: null:111,190 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 111,193/111,193 (100.0%) +Types: dict:111,193 +Null/Empty: empty_obj:111,190 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:90,754 (81.6%), false:20,439 (18.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 111,193/111,193 (100.0%) +Types: int:111,193 +Numeric values: 111,193 total +Numeric range: min:0, max:1,618, avg:3.1 +Numeric std dev: 20.0 +Unique numbers tracked: 353 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 111,193/111,193 (100.0%) +Types: int:111,193 +Numeric values: 111,193 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 111,188 (100.0%) + 1: 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:1,103 (1.0%), false:110,090 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 111,193/111,193 (100.0%) +Types: str:109,971, NoneType:1,222 +Null/Empty: null:1,222 +String length avg: 7.1 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 109,304 (99.4%) + 'promo_adult_nsfw': 667 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 67.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/61uvc/personalized_chocolat...': 1 (0.0%) + '/r/reddit.com/comments/61uvd/att_corporate_headqua...': 1 (0.0%) + '/r/politics/comments/61uve/the_war_in_iraq_a_soldi...': 1 (0.0%) + '/r/reddit.com/comments/61uvf/neel_banerjee_find_it...': 1 (0.0%) + '/r/reddit.com/comments/61uvg/what_would_you_do_if_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 111,193/111,193 (100.0%) +Types: int:111,193 +Numeric values: 111,193 total +Numeric range: min:1,522,679,198, max:1,522,680,943, avg:1522680076.9 +Numeric std dev: 502.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 111,193/111,193 (100.0%) +Types: int:111,193 +Numeric values: 111,193 total +Numeric range: min:0, max:2,601, avg:7.8 +Numeric std dev: 51.1 +Unique numbers tracked: 690 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 111,193/111,193 (100.0%) +Types: NoneType:111,190, dict:3 +Null/Empty: null:111,190 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 111,193/111,193 (100.0%) +Types: dict:111,193 +Null/Empty: empty_obj:111,190 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +Null/Empty: empty_str:95,218 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 15,975 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:111,193 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:0 (0.0%), false:111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:0 (0.0%), false:111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 9.5 +Unique strings tracked: 34 +Top 5 string values: + 'reddit.com': 74,429 (66.9%) + 'politics': 13,561 (12.2%) + 'entertainment': 6,010 (5.4%) + 'programming': 3,720 (3.3%) + 'science': 3,704 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 5.2 +Unique strings tracked: 34 +Top 5 string values: + 't5_6': 74,429 (66.9%) + 't5_2cneq': 13,561 (12.2%) + 't5_2qh0f': 6,010 (5.4%) + 't5_2fwo': 3,720 (3.3%) + 't5_mouw': 3,704 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 11.5 +Unique strings tracked: 34 +Top 5 string values: + 'r/reddit.com': 74,429 (66.9%) + 'r/politics': 13,561 (12.2%) + 'r/entertainment': 6,010 (5.4%) + 'r/programming': 3,720 (3.3%) + 'r/science': 3,704 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 7.4 +Unique strings tracked: 3 +String values distribution: + 'archived': 74,429 (66.9%) + 'public': 36,445 (32.8%) + 'restricted': 319 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 111,193/111,193 (100.0%) +Types: NoneType:107,168, str:4,025 +Null/Empty: null:107,168 +String length avg: 9.4 +Unique strings tracked: 2 +String values distribution: + 'confidence': 3,706 (92.1%) + 'new': 319 (7.9%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +Null/Empty: empty_str:2 +String length avg: 7.0 +Unique strings tracked: 42 +Top 5 string values: + 'default': 111,150 (100.0%) + 'https://b.thumbs.redditmedia.com/krqoBklLStzCtC-rb...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/xvub3K6sGJSpFxs38...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/RWU14E6qV4Yrwwyr9...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/CGIeofQe2tJ4pjzTK...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 51.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Amazing Collection of Computer Science Video Lectu...': 5 (0.0%) + 'We are good friends![PICS]': 3 (0.0%) + 'Your online guide through a fun and easy to use re...': 3 (0.0%) + 'The best tips to lose your weight and burn your fa...': 3 (0.0%) + 'Suspect Is Arrested in Clinton Office Standoff': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 66.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://photo-and-image.blogspot.com/2007/11/we-are...': 5 (0.0%) + 'http://freescienceonline.blogspot.com/2007/11/comp...': 4 (0.0%) + 'http://www.salon.com/opinion/greenwald/2007/11/30/...': 3 (0.0%) + 'http://foxattacks.com/blog/20124-fox-blows-it': 3 (0.0%) + 'http://www.oregonlive.com/news/oregonian/index.ssf...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 111,193/111,193 (100.0%) +Types: str:109,971, NoneType:1,222 +Null/Empty: null:1,222 +String length avg: 7.1 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 109,022 (99.1%) + 'promo_adult_nsfw': 949 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 111,191/111,193 (100.0%) +Types: NoneType:111,145, int:46 +Null/Empty: null:111,145 +Numeric values: 46 total +Numeric range: min:17, max:140, avg:105.4 +Numeric std dev: 30.4 +Unique numbers tracked: 22 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 111,191/111,193 (100.0%) +Types: NoneType:111,145, int:46 +Null/Empty: null:111,145 +Numeric values: 46 total +Numeric range: min:70, max:140, avg:135.4 +Numeric std dev: 17.3 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 43 (93.5%) + 70: 3 (6.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 90,209/111,193 (81.1%) +Types: list:90,209 +Null/Empty: empty_arr:90,015 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 90,209/111,193 (81.1%) +Types: str:90,209 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 90,015 (99.8%) + 'richtext': 194 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 3,704/111,193 (3.3%) +Types: bool:3,704 +Booleans: true:0 (0.0%), false:3,704 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 3,704/111,193 (3.3%) +Types: bool:3,704 +Booleans: true:0 (0.0%), false:3,704 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 3,704/111,193 (3.3%) +Types: bool:3,704 +Booleans: true:0 (0.0%), false:3,704 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 3,704/111,193 (3.3%) +Types: bool:3,704 +Booleans: true:0 (0.0%), false:3,704 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 69/111,193 (0.1%) +Types: bool:69 +Booleans: true:69 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 41/111,193 (0.0%) +Types: str:41 +String length avg: 4.5 +Unique strings tracked: 3 +String values distribution: + 'link': 34 (82.9%) + 'image': 4 (9.8%) + 'rich:video': 3 (7.3%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 41/111,193 (0.0%) +Types: dict:41 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 1/111,193 (0.0%) +Types: str:1 +Null/Empty: empty_str:1 + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2008.txt b/analysis/original_schema_analysis/submissions/analysis_report_2008.txt new file mode 100644 index 0000000000000000000000000000000000000000..6df790fac67de412f5c6a643d9f9a981b06129c3 --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2008.txt @@ -0,0 +1,6995 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2008 +Analysis Started: 2026-01-15 06:10:31 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2008-01.jsonl +Analysis Time: 2026-01-15 06:10:41 +================================================================================ +Total lines: 142,310 +Processed lines: 142,310 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:142,310 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 430 (0.3%) + 'qgyh2': 23 (0.0%) + 'Flemlord': 22 (0.0%) + 'rmuser': 21 (0.0%) + 'neoronin': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 142,310/142,310 (100.0%) +Types: NoneType:115,319, str:26,991 +Null/Empty: null:115,319, empty_str:26,991 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 142,310/142,310 (100.0%) +Types: NoneType:142,000, str:310 +Null/Empty: null:142,000, empty_str:6 +String length avg: 15.0 +Unique strings tracked: 43 +Top 5 string values: + 'northcarolina-flag': 189 (62.2%) + 'kentucky-flag': 10 (3.3%) + 'california-flag': 7 (2.3%) + 'NBAKnicks': 7 (2.3%) + 'bio': 6 (2.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 142,310/142,310 (100.0%) +Types: NoneType:142,012, str:298 +Null/Empty: null:142,012, empty_str:10 +String length avg: 13.8 +Unique strings tracked: 38 +Top 5 string values: + 'North Carolina': 189 (65.6%) + 'Kentucky': 10 (3.5%) + 'zero fucks': 9 (3.1%) + 'California': 7 (2.4%) + 'Alabama': 6 (2.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 142,310/142,310 (100.0%) +Types: NoneType:115,319, str:26,991 +Null/Empty: null:115,319 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 26,991 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:139,426 (98.0%), false:2,884 (2.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:115,335 (81.0%), false:26,975 (19.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:0 (0.0%), false:142,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 142,310/142,310 (100.0%) +Types: int:142,310 +Numeric values: 142,310 total +Numeric range: min:1,199,145,615, max:1,201,823,992, avg:1200565031.5 +Numeric std dev: 770721.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 142,310/142,310 (100.0%) +Types: NoneType:142,310 +Null/Empty: null:142,310 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 16.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 55 (0.0%) + 'news.bbc.co.uk': 32 (0.0%) + 'youtube.com': 23 (0.0%) + 'nytimes.com': 16 (0.0%) + 'alternet.org': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:0 (0.0%), false:142,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 142,310/142,310 (100.0%) +Types: int:142,310 +Numeric values: 142,310 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 142,309 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:0 (0.0%), false:142,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:0 (0.0%), false:142,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '648oo': 1 (0.0%) + '648op': 1 (0.0%) + '648oq': 1 (0.0%) + '648or': 1 (0.0%) + '648os': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:68,970 (48.5%), false:73,340 (51.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:0 (0.0%), false:142,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:1,261 (0.9%), false:141,049 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:0 (0.0%), false:142,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 142,310/142,310 (100.0%) +Types: NoneType:142,308, str:2 +Null/Empty: null:142,308, empty_str:1 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'kultura': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 142,310/142,310 (100.0%) +Types: list:142,310 +Null/Empty: empty_arr:142,308 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 142,310/142,310 (100.0%) +Types: NoneType:142,308, str:2 +Null/Empty: null:142,308 +String length avg: 17.0 +Unique strings tracked: 2 +String values distribution: + 'First /r/Firefox post ever!': 1 (50.0%) + 'KULTURA': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 142,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 142,308 (100.0%) + 'richtext': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:0 (0.0%), false:142,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 142,310/142,310 (100.0%) +Types: NoneType:142,309, dict:1 +Null/Empty: null:142,309 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 142,310/142,310 (100.0%) +Types: dict:142,310 +Null/Empty: empty_obj:142,309 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:117,686 (82.7%), false:24,624 (17.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 142,310/142,310 (100.0%) +Types: int:142,310 +Numeric values: 142,310 total +Numeric range: min:0, max:2,039, avg:3.0 +Numeric std dev: 21.9 +Unique numbers tracked: 403 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 142,310/142,310 (100.0%) +Types: int:142,310 +Numeric values: 142,310 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 142,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:1,552 (1.1%), false:140,758 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 142,310/142,310 (100.0%) +Types: str:140,566, NoneType:1,744 +Null/Empty: null:1,744 +String length avg: 7.1 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 139,426 (99.2%) + 'promo_adult_nsfw': 1,052 (0.7%) + 'promo_specified': 41 (0.0%) + 'promo_all': 18 (0.0%) + 'house_only': 17 (0.0%) + 'no_ads': 9 (0.0%) + 'promo_adult': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 66.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/648oo/brain_disease_is_pres...': 1 (0.0%) + '/r/science/comments/648op/three_more_florida_count...': 1 (0.0%) + '/r/programming/comments/648oq/the_engineering_and_...': 1 (0.0%) + '/r/reddit.com/comments/648or/nude_couple_grapple_o...': 1 (0.0%) + '/r/politics/comments/648os/apparently_bushs_proble...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 142,310/142,310 (100.0%) +Types: int:142,310 +Numeric values: 142,310 total +Numeric range: min:1,522,680,943, max:1,522,683,201, avg:1522682069.4 +Numeric std dev: 649.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 142,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 142,310/142,310 (100.0%) +Types: int:142,310 +Numeric values: 142,310 total +Numeric range: min:0, max:4,397, avg:7.8 +Numeric std dev: 57.9 +Unique numbers tracked: 801 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 142,310/142,310 (100.0%) +Types: NoneType:142,309, dict:1 +Null/Empty: null:142,309 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 142,310/142,310 (100.0%) +Types: dict:142,310 +Null/Empty: empty_obj:142,309 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +Null/Empty: empty_str:122,022 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 20,204 (99.6%) + '[removed]': 84 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:142,310 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:0 (0.0%), false:142,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:0 (0.0%), false:142,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 9.4 +Unique strings tracked: 207 +Top 5 string values: + 'reddit.com': 93,224 (65.5%) + 'politics': 18,026 (12.7%) + 'entertainment': 7,284 (5.1%) + 'business': 4,779 (3.4%) + 'science': 4,610 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 5.3 +Unique strings tracked: 207 +Top 5 string values: + 't5_6': 93,224 (65.5%) + 't5_2cneq': 18,026 (12.7%) + 't5_2qh0f': 7,284 (5.1%) + 't5_2qgzg': 4,779 (3.4%) + 't5_mouw': 4,610 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 11.4 +Unique strings tracked: 207 +Top 5 string values: + 'r/reddit.com': 93,224 (65.5%) + 'r/politics': 18,026 (12.7%) + 'r/entertainment': 7,284 (5.1%) + 'r/business': 4,779 (3.4%) + 'r/science': 4,610 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 7.3 +Unique strings tracked: 3 +String values distribution: + 'archived': 93,224 (65.5%) + 'public': 48,783 (34.3%) + 'restricted': 303 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 142,310/142,310 (100.0%) +Types: NoneType:137,309, str:5,001 +Null/Empty: null:137,309 +String length avg: 9.5 +Unique strings tracked: 2 +String values distribution: + 'confidence': 4,638 (92.7%) + 'new': 363 (7.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +Null/Empty: empty_str:1 +String length avg: 7.0 +Unique strings tracked: 59 +Top 5 string values: + 'default': 141,452 (99.4%) + 'self': 800 (0.6%) + 'https://b.thumbs.redditmedia.com/ZQetiE0j5-tO8SMOX...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/d9rQmwmnWY8XR5yk9...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/TRD6xtHOmXuhGCbca...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 51.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Jigs@w Puzzle 2 Game': 5 (0.0%) + 'HAPPY NEW YEAR!!': 2 (0.0%) + 'Paris and Berlin ban cafe smoking': 2 (0.0%) + 'The Constitution and Bill of Rights: The Core of o...': 2 (0.0%) + 'Victim of false rape claim must pay £12,500 for be...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 66.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://news.bbc.co.uk/1/hi/magazine/7152642.stm': 3 (0.0%) + 'http://www.npr.org/templates/story/story.php?story...': 3 (0.0%) + 'http://dlweinreb.wordpress.com/2007/12/31/object-o...': 2 (0.0%) + 'http://tencartrain.com/?p=427': 2 (0.0%) + 'http://espeedreamz.blogspot.com/2006/12/happy-new-...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 142,310/142,310 (100.0%) +Types: str:140,566, NoneType:1,744 +Null/Empty: null:1,744 +String length avg: 7.1 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 139,032 (98.9%) + 'promo_adult_nsfw': 1,446 (1.0%) + 'promo_specified': 41 (0.0%) + 'promo_all': 18 (0.0%) + 'house_only': 17 (0.0%) + 'no_ads': 9 (0.0%) + 'promo_adult': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 142,309/142,310 (100.0%) +Types: NoneType:142,248, int:61 +Null/Empty: null:142,248 +Numeric values: 61 total +Numeric range: min:50, max:140, avg:105.5 +Numeric std dev: 31.1 +Unique numbers tracked: 22 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 142,309/142,310 (100.0%) +Types: NoneType:142,248, int:61 +Null/Empty: null:142,248 +Numeric values: 61 total +Numeric range: min:50, max:140, avg:130.4 +Numeric std dev: 24.8 +Unique numbers tracked: 4 +Numeric values distribution: + 140: 53 (86.9%) + 70: 6 (9.8%) + 65: 1 (1.6%) + 50: 1 (1.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 115,335/142,310 (81.0%) +Types: list:115,335 +Null/Empty: empty_arr:115,047 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 115,335/142,310 (81.0%) +Types: str:115,335 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 115,047 (99.8%) + 'richtext': 288 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,610/142,310 (3.2%) +Types: bool:4,610 +Booleans: true:0 (0.0%), false:4,610 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,610/142,310 (3.2%) +Types: bool:4,610 +Booleans: true:0 (0.0%), false:4,610 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,610/142,310 (3.2%) +Types: bool:4,610 +Booleans: true:0 (0.0%), false:4,610 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,610/142,310 (3.2%) +Types: bool:4,610 +Booleans: true:0 (0.0%), false:4,610 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 98/142,310 (0.1%) +Types: bool:98 +Booleans: true:98 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 57/142,310 (0.0%) +Types: str:57 +String length avg: 4.2 +Unique strings tracked: 3 +String values distribution: + 'link': 53 (93.0%) + 'image': 3 (5.3%) + 'rich:video': 1 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 57/142,310 (0.0%) +Types: dict:57 + +================================================================================ + +================================================================================ +FILE: RS_2008-02.jsonl +Analysis Time: 2026-01-15 06:10:52 +================================================================================ +Total lines: 147,834 +Processed lines: 147,834 +Total unique fields: 65 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:147,834 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 393 (0.3%) + 'rmuser': 43 (0.0%) + 'glmory': 33 (0.0%) + 'mdinfo': 24 (0.0%) + 'thenews': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 147,834/147,834 (100.0%) +Types: NoneType:119,033, str:28,801 +Null/Empty: null:119,033, empty_str:28,801 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 147,834/147,834 (100.0%) +Types: NoneType:147,618, str:216 +Null/Empty: null:147,618, empty_str:10 +String length avg: 13.3 +Unique strings tracked: 45 +Top 5 string values: + 'northcarolina-flag': 72 (35.0%) + 'bio': 15 (7.3%) + 'kentucky-flag': 11 (5.3%) + 'SOCportland-timbers': 10 (4.9%) + 'california-flag': 9 (4.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 147,834/147,834 (100.0%) +Types: NoneType:147,636, str:198 +Null/Empty: null:147,636, empty_str:9 +String length avg: 14.2 +Unique strings tracked: 41 +Top 5 string values: + 'North Carolina': 72 (38.1%) + 'Kentucky': 11 (5.8%) + 'California': 9 (4.8%) + 'Iowa': 8 (4.2%) + 'PhD | Molecular Biology': 7 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 147,834/147,834 (100.0%) +Types: NoneType:119,033, str:28,801 +Null/Empty: null:119,033 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 28,801 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:142,318 (96.3%), false:5,516 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:119,054 (80.5%), false:28,780 (19.5%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:0 (0.0%), false:147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 147,834/147,834 (100.0%) +Types: int:147,834 +Numeric values: 147,834 total +Numeric range: min:1,201,824,056, max:1,204,329,592, avg:1203116333.3 +Numeric std dev: 723691.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 147,834/147,834 (100.0%) +Types: NoneType:147,834 +Null/Empty: null:147,834 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +Null/Empty: empty_str:1 +String length avg: 16.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 38 (0.0%) + 'self.reddit.com': 25 (0.0%) + 'nytimes.com': 17 (0.0%) + 'ezinearticles.com': 16 (0.0%) + 'news.bbc.co.uk': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:0 (0.0%), false:147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 147,834/147,834 (100.0%) +Types: int:147,834 +Numeric values: 147,834 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:0 (0.0%), false:147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:0 (0.0%), false:147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '67ak1': 1 (0.0%) + '67ak2': 1 (0.0%) + '67ak3': 1 (0.0%) + '67ak4': 1 (0.0%) + '67ak5': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:60,551 (41.0%), false:87,283 (59.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:0 (0.0%), false:147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:3,531 (2.4%), false:144,303 (97.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:0 (0.0%), false:147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 147,834/147,834 (100.0%) +Types: NoneType:147,833, str:1 +Null/Empty: null:147,833 +String length avg: 21.0 +Unique strings tracked: 1 +String values distribution: + 'nonwhitelistedchannel': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 147,834/147,834 (100.0%) +Types: list:147,834 +Null/Empty: empty_arr:147,833 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 147,834/147,834 (100.0%) +Types: NoneType:147,833, str:1 +Null/Empty: null:147,833 +String length avg: 31.0 +Unique strings tracked: 1 +String values distribution: + 'Non-whitelisted Youtube Channel': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 147,833 (100.0%) + 'richtext': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:0 (0.0%), false:147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 147,834/147,834 (100.0%) +Types: NoneType:147,829, dict:5 +Null/Empty: null:147,829 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 147,834/147,834 (100.0%) +Types: dict:147,834 +Null/Empty: empty_obj:147,829 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:117,270 (79.3%), false:30,564 (20.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 147,834/147,834 (100.0%) +Types: int:147,834 +Numeric values: 147,834 total +Numeric range: min:0, max:853, avg:2.9 +Numeric std dev: 19.3 +Unique numbers tracked: 380 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 147,834/147,834 (100.0%) +Types: int:147,834 +Numeric values: 147,834 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:1,421 (1.0%), false:146,413 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 147,834/147,834 (100.0%) +Types: str:143,916, NoneType:3,918 +Null/Empty: null:3,918 +String length avg: 7.1 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 142,318 (98.9%) + 'promo_adult_nsfw': 994 (0.7%) + 'promo_specified': 485 (0.3%) + 'no_ads': 53 (0.0%) + 'promo_adult': 43 (0.0%) + 'house_only': 17 (0.0%) + 'promo_all': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 66.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/science/comments/67ak1/suns_low_magnetic_activi...': 1 (0.0%) + '/r/entertainment/comments/67ak2/indian_actor_hirth...': 1 (0.0%) + '/r/science/comments/67ak3/peculiar_spider_crater_d...': 1 (0.0%) + '/r/reddit.com/comments/67ak4/air_your_security_gri...': 1 (0.0%) + '/r/gadgets/comments/67ak5/garmin_nuvifone/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 147,834/147,834 (100.0%) +Types: int:147,834 +Numeric values: 147,834 total +Numeric range: min:1,522,683,201, max:1,522,685,566, avg:1522684387.9 +Numeric std dev: 684.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 147,834/147,834 (100.0%) +Types: int:147,834 +Numeric values: 147,834 total +Numeric range: min:0, max:3,952, avg:8.1 +Numeric std dev: 57.1 +Unique numbers tracked: 805 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 147,834/147,834 (100.0%) +Types: NoneType:147,829, dict:5 +Null/Empty: null:147,829 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 147,834/147,834 (100.0%) +Types: dict:147,834 +Null/Empty: empty_obj:147,829 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +Null/Empty: empty_str:127,440 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 20,082 (98.5%) + '[removed]': 312 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:147,834 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:0 (0.0%), false:147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:0 (0.0%), false:147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 9.2 +Unique strings tracked: 241 +Top 5 string values: + 'reddit.com': 90,506 (61.2%) + 'politics': 17,498 (11.8%) + 'entertainment': 6,161 (4.2%) + 'business': 4,280 (2.9%) + 'science': 4,141 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 5.5 +Unique strings tracked: 241 +Top 5 string values: + 't5_6': 90,506 (61.2%) + 't5_2cneq': 17,498 (11.8%) + 't5_2qh0f': 6,161 (4.2%) + 't5_2qgzg': 4,280 (2.9%) + 't5_mouw': 4,141 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 11.2 +Unique strings tracked: 241 +Top 5 string values: + 'r/reddit.com': 90,506 (61.2%) + 'r/politics': 17,498 (11.8%) + 'r/entertainment': 6,161 (4.2%) + 'r/business': 4,280 (2.9%) + 'r/science': 4,141 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 7.2 +Unique strings tracked: 3 +String values distribution: + 'archived': 90,506 (61.2%) + 'public': 57,022 (38.6%) + 'restricted': 306 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 147,834/147,834 (100.0%) +Types: NoneType:143,190, str:4,644 +Null/Empty: null:143,190 +String length avg: 9.4 +Unique strings tracked: 2 +String values distribution: + 'confidence': 4,247 (91.5%) + 'new': 397 (8.5%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 7.0 +Unique strings tracked: 42 +Top 5 string values: + 'default': 145,770 (98.6%) + 'self': 2,023 (1.4%) + 'https://b.thumbs.redditmedia.com/qRrNo0X5dqi6-5U_f...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/vwUlwumPRvj-ILxP0...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/Mfxb-k09c4PsT_498...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 147,834/147,834 (100.0%) +Types: NoneType:147,789, int:45 +Null/Empty: null:147,789 +Numeric values: 45 total +Numeric range: min:40, max:140, avg:102.8 +Numeric std dev: 30.6 +Unique numbers tracked: 15 +Top 5 numeric values: + 140: 14 (31.1%) + 105: 6 (13.3%) + 70: 5 (11.1%) + 93: 3 (6.7%) + 78: 3 (6.7%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 147,834/147,834 (100.0%) +Types: NoneType:147,789, int:45 +Null/Empty: null:147,789 +Numeric values: 45 total +Numeric range: min:40, max:140, avg:126.9 +Numeric std dev: 28.5 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 37 (82.2%) + 70: 7 (15.6%) + 40: 1 (2.2%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 52.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Bush budget would nearly freeze domestic spending': 3 (0.0%) + 'A Green Energy Industry Takes Root Under the Calif...': 3 (0.0%) + 'U.S. senior official meets DPRK officials on nucle...': 2 (0.0%) + 'Which Game Controller Has the Best Battery Life?': 2 (0.0%) + 'Old microsoft Ads. Remember how it was 10 years ag...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 67.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://news.bbc.co.uk/2/hi/science/nature/7213571....': 3 (0.0%) + 'http://www.thestar.com/News/Canada/article/299301': 3 (0.0%) + 'http://youtube.com/watch?v=fC0e1h6rTVQ': 3 (0.0%) + 'http://www.superinternetfuntime.com//UserFiles/Ima...': 3 (0.0%) + 'http://www.businessspectator.com.au/bs.nsf/Article...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 147,834/147,834 (100.0%) +Types: str:143,916, NoneType:3,918 +Null/Empty: null:3,918 +String length avg: 7.1 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 141,942 (98.6%) + 'promo_adult_nsfw': 1,370 (1.0%) + 'promo_specified': 485 (0.3%) + 'no_ads': 53 (0.0%) + 'promo_adult': 43 (0.0%) + 'house_only': 17 (0.0%) + 'promo_all': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 119,054/147,834 (80.5%) +Types: list:119,054 +Null/Empty: empty_arr:118,865 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 119,054/147,834 (80.5%) +Types: str:119,054 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 118,865 (99.8%) + 'richtext': 189 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,141/147,834 (2.8%) +Types: bool:4,141 +Booleans: true:0 (0.0%), false:4,141 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,141/147,834 (2.8%) +Types: bool:4,141 +Booleans: true:0 (0.0%), false:4,141 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,141/147,834 (2.8%) +Types: bool:4,141 +Booleans: true:0 (0.0%), false:4,141 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,141/147,834 (2.8%) +Types: bool:4,141 +Booleans: true:0 (0.0%), false:4,141 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 88/147,834 (0.1%) +Types: bool:88 +Booleans: true:88 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 41/147,834 (0.0%) +Types: str:41 +String length avg: 4.4 +Unique strings tracked: 3 +String values distribution: + 'link': 36 (87.8%) + 'image': 3 (7.3%) + 'rich:video': 2 (4.9%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 41/147,834 (0.0%) +Types: dict:41 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 1/147,834 (0.0%) +Types: str:1 +Null/Empty: empty_str:1 + +================================================================================ + +================================================================================ +FILE: RS_2008-03.jsonl +Analysis Time: 2026-01-15 06:11:04 +================================================================================ +Total lines: 168,227 +Processed lines: 168,227 +Total unique fields: 65 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:168,227 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 283 (0.2%) + 'sanjana_negi05': 32 (0.0%) + 'acer123': 21 (0.0%) + 'mdinfo': 18 (0.0%) + 'georgewashingtonblog': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 168,227/168,227 (100.0%) +Types: NoneType:138,030, str:30,197 +Null/Empty: null:138,030, empty_str:30,197 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 168,227/168,227 (100.0%) +Types: NoneType:167,733, str:494 +Null/Empty: null:167,733, empty_str:16 +String length avg: 11.3 +Unique strings tracked: 61 +Top 5 string values: + 'northcarolina-flag': 124 (25.9%) + 'purple': 73 (15.3%) + 'california-flag': 59 (12.3%) + 'psn': 51 (10.7%) + 'flair-gamertag': 22 (4.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 168,227/168,227 (100.0%) +Types: NoneType:167,639, str:588 +Null/Empty: null:167,639, empty_str:27 +String length avg: 14.0 +Unique strings tracked: 66 +Top 5 string values: + 'North Carolina': 124 (22.1%) + 'Literally a teddy bear': 72 (12.8%) + 'California': 59 (10.5%) + 'mastabling': 51 (9.1%) + '/r/energy creator': 42 (7.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 168,227/168,227 (100.0%) +Types: NoneType:138,030, str:30,197 +Null/Empty: null:138,030 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 30,197 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:158,995 (94.5%), false:9,232 (5.5%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:138,089 (82.1%), false:30,138 (17.9%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:0 (0.0%), false:168,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 168,227/168,227 (100.0%) +Types: int:168,227 +Numeric values: 168,227 total +Numeric range: min:1,204,329,635, max:1,207,007,996, avg:1205679164.1 +Numeric std dev: 759881.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 168,227/168,227 (100.0%) +Types: NoneType:168,227 +Null/Empty: null:168,227 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 47 (0.0%) + 'self.reddit.com': 41 (0.0%) + 'geocities.com': 31 (0.0%) + 'aceshowbiz.com': 15 (0.0%) + 'news.com.au': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:0 (0.0%), false:168,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 168,227/168,227 (100.0%) +Types: int:168,227 +Numeric values: 168,227 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 168,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:0 (0.0%), false:168,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:0 (0.0%), false:168,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6agu2': 1 (0.0%) + '6agu3': 1 (0.0%) + '6agu4': 1 (0.0%) + '6agu5': 1 (0.0%) + '6agu6': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:67,446 (40.1%), false:100,781 (59.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:0 (0.0%), false:168,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:3,510 (2.1%), false:164,717 (97.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:0 (0.0%), false:168,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 168,227/168,227 (100.0%) +Types: NoneType:168,224, str:3 +Null/Empty: null:168,224, empty_str:1 +String length avg: 15.5 +Unique strings tracked: 2 +String values distribution: + 'nonwhitelistedchannel': 1 (50.0%) + 'roomescape': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 168,227/168,227 (100.0%) +Types: list:168,227 +Null/Empty: empty_arr:168,224 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 168,227/168,227 (100.0%) +Types: NoneType:168,224, str:3 +Null/Empty: null:168,224 +String length avg: 20.7 +Unique strings tracked: 3 +String values distribution: + 'Editorialized Title': 1 (33.3%) + 'Non-whitelisted Youtube Channel': 1 (33.3%) + '[First Post]': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 168,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 168,224 (100.0%) + 'richtext': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:0 (0.0%), false:168,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 168,227/168,227 (100.0%) +Types: NoneType:168,225, dict:2 +Null/Empty: null:168,225 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 168,227/168,227 (100.0%) +Types: dict:168,227 +Null/Empty: empty_obj:168,225 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:132,423 (78.7%), false:35,804 (21.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 168,227/168,227 (100.0%) +Types: int:168,227 +Numeric values: 168,227 total +Numeric range: min:0, max:857, avg:2.6 +Numeric std dev: 17.0 +Unique numbers tracked: 364 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 168,227/168,227 (100.0%) +Types: int:168,227 +Numeric values: 168,227 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 168,225 (100.0%) + 1: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:1,944 (1.2%), false:166,283 (98.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 168,227/168,227 (100.0%) +Types: str:161,904, NoneType:6,323 +Null/Empty: null:6,323 +String length avg: 7.1 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 158,995 (98.2%) + 'promo_adult_nsfw': 1,446 (0.9%) + 'promo_specified': 1,310 (0.8%) + 'no_ads': 73 (0.0%) + 'promo_adult': 53 (0.0%) + 'promo_all': 18 (0.0%) + 'house_only': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 66.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/6agu2/most_internet_sex_cri...': 1 (0.0%) + '/r/reddit.com/comments/6agu3/10_awesome_lightning_...': 1 (0.0%) + '/r/reddit.com/comments/6agu4/dear_reddit_i_predict...': 1 (0.0%) + '/r/reddit.com/comments/6agu5/interior_designers_in...': 1 (0.0%) + '/r/reddit.com/comments/6agu6/vanity_fair_revenge_o...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 168,227/168,227 (100.0%) +Types: int:168,227 +Numeric values: 168,227 total +Numeric range: min:1,522,685,566, max:1,522,688,241, avg:1522686900.6 +Numeric std dev: 774.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 168,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 168,227/168,227 (100.0%) +Types: int:168,227 +Numeric values: 168,227 total +Numeric range: min:0, max:2,431, avg:6.7 +Numeric std dev: 44.7 +Unique numbers tracked: 712 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 168,227/168,227 (100.0%) +Types: NoneType:168,225, dict:2 +Null/Empty: null:168,225 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 168,227/168,227 (100.0%) +Types: dict:168,227 +Null/Empty: empty_obj:168,225 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +Null/Empty: empty_str:146,145 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 21,768 (98.6%) + '[removed]': 314 (1.4%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:168,227 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:0 (0.0%), false:168,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:0 (0.0%), false:168,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 9.0 +Unique strings tracked: 487 +Top 5 string values: + 'reddit.com': 95,375 (56.7%) + 'politics': 16,832 (10.0%) + 'entertainment': 6,699 (4.0%) + 'business': 5,759 (3.4%) + 'science': 4,373 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 5.6 +Unique strings tracked: 487 +Top 5 string values: + 't5_6': 95,375 (56.7%) + 't5_2cneq': 16,832 (10.0%) + 't5_2qh0f': 6,699 (4.0%) + 't5_2qgzg': 5,759 (3.4%) + 't5_mouw': 4,373 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 11.0 +Unique strings tracked: 487 +Top 5 string values: + 'r/reddit.com': 95,375 (56.7%) + 'r/politics': 16,832 (10.0%) + 'r/entertainment': 6,699 (4.0%) + 'r/business': 5,759 (3.4%) + 'r/science': 4,373 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 7.1 +Unique strings tracked: 3 +String values distribution: + 'archived': 95,375 (56.7%) + 'public': 72,306 (43.0%) + 'restricted': 546 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 168,227/168,227 (100.0%) +Types: NoneType:163,184, str:5,043 +Null/Empty: null:163,184 +String length avg: 9.3 +Unique strings tracked: 4 +String values distribution: + 'confidence': 4,526 (89.7%) + 'new': 515 (10.2%) + 'top': 1 (0.0%) + 'qa': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +Null/Empty: empty_str:1 +String length avg: 7.0 +Unique strings tracked: 52 +Top 5 string values: + 'default': 166,185 (98.8%) + 'self': 1,991 (1.2%) + 'https://b.thumbs.redditmedia.com/nXvPUvZ3EDAcWrnC3...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/td5PwxbRjF2zWIm6u...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/tGAArPOAff4Qh89J0...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 52.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Travel to Spain': 7 (0.0%) + 'Travel to Japan': 6 (0.0%) + 'bubaTV.com - best video from youtube': 5 (0.0%) + 'Boats and boating home videos - searchable site': 2 (0.0%) + ' Clinton faces Kenya cattle fine over Obama photo': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 66.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://nadyawong.blogspot.com': 6 (0.0%) + 'http://www.bubatv.com': 5 (0.0%) + 'http://www.ipsnews.net/news.asp?idnews=41416': 4 (0.0%) + 'http://media.damnfunnypictures.com/dfp/worst_paren...': 2 (0.0%) + 'http://www.youtube.com/watch?v=gWIw7VgsAjM&eur...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 168,227/168,227 (100.0%) +Types: str:161,904, NoneType:6,323 +Null/Empty: null:6,323 +String length avg: 7.2 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 158,568 (97.9%) + 'promo_adult_nsfw': 1,873 (1.2%) + 'promo_specified': 1,310 (0.8%) + 'no_ads': 73 (0.0%) + 'promo_adult': 53 (0.0%) + 'promo_all': 18 (0.0%) + 'house_only': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 168,226/168,227 (100.0%) +Types: NoneType:168,173, int:53 +Null/Empty: null:168,173 +Numeric values: 53 total +Numeric range: min:50, max:140, avg:102.7 +Numeric std dev: 29.9 +Unique numbers tracked: 20 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 168,226/168,227 (100.0%) +Types: NoneType:168,173, int:53 +Null/Empty: null:168,173 +Numeric values: 53 total +Numeric range: min:70, max:140, avg:130.8 +Numeric std dev: 23.7 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 46 (86.8%) + 70: 7 (13.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 138,089/168,227 (82.1%) +Types: list:138,089 +Null/Empty: empty_arr:137,528 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 138,089/168,227 (82.1%) +Types: str:138,089 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 137,528 (99.6%) + 'richtext': 561 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,373/168,227 (2.6%) +Types: bool:4,373 +Booleans: true:0 (0.0%), false:4,373 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,373/168,227 (2.6%) +Types: bool:4,373 +Booleans: true:0 (0.0%), false:4,373 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,373/168,227 (2.6%) +Types: bool:4,373 +Booleans: true:0 (0.0%), false:4,373 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,373/168,227 (2.6%) +Types: bool:4,373 +Booleans: true:0 (0.0%), false:4,373 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 170/168,227 (0.1%) +Types: bool:170 +Booleans: true:170 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 50/168,227 (0.0%) +Types: str:50 +String length avg: 4.2 +Unique strings tracked: 3 +String values distribution: + 'link': 47 (94.0%) + 'image': 2 (4.0%) + 'rich:video': 1 (2.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 50/168,227 (0.0%) +Types: dict:50 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 1/168,227 (0.0%) +Types: str:1 +Null/Empty: empty_str:1 + +================================================================================ + +================================================================================ +FILE: RS_2008-04.jsonl +Analysis Time: 2026-01-15 06:11:16 +================================================================================ +Total lines: 167,472 +Processed lines: 167,472 +Total unique fields: 65 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:167,472 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 390 (0.2%) + 'yorosa': 49 (0.0%) + 'mdinfo': 25 (0.0%) + 'markansoul': 15 (0.0%) + 'rmuser': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 167,472/167,472 (100.0%) +Types: NoneType:137,741, str:29,731 +Null/Empty: null:137,741, empty_str:29,731 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 167,472/167,472 (100.0%) +Types: NoneType:166,959, str:513 +Null/Empty: null:166,959, empty_str:31 +String length avg: 9.1 +Unique strings tracked: 58 +Top 5 string values: + 'psn': 135 (28.0%) + 'northcarolina-flag': 116 (24.1%) + 'flair-gamertag': 32 (6.6%) + 'purple': 31 (6.4%) + 'SK': 22 (4.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 167,472/167,472 (100.0%) +Types: NoneType:166,878, str:594 +Null/Empty: null:166,878, empty_str:11 +String length avg: 12.5 +Unique strings tracked: 62 +Top 5 string values: + 'mastabling': 135 (23.2%) + 'North Carolina': 116 (19.9%) + 'Deadbeat dad': 51 (8.7%) + 'Moderator': 32 (5.5%) + 'Literally a teddy bear': 31 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 167,472/167,472 (100.0%) +Types: NoneType:137,741, str:29,731 +Null/Empty: null:137,741 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 29,731 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:159,040 (95.0%), false:8,432 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:137,758 (82.3%), false:29,714 (17.7%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:0 (0.0%), false:167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 167,472/167,472 (100.0%) +Types: int:167,472 +Numeric values: 167,472 total +Numeric range: min:1,207,008,012, max:1,209,599,946, avg:1208299540.2 +Numeric std dev: 758982.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 167,472/167,472 (100.0%) +Types: NoneType:167,472 +Null/Empty: null:167,472 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 66 (0.0%) + 'self.reddit.com': 33 (0.0%) + 'nytimes.com': 20 (0.0%) + 'video.google.com': 16 (0.0%) + 'news.yahoo.com': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:0 (0.0%), false:167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 167,472/167,472 (100.0%) +Types: int:167,472 +Numeric values: 167,472 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:0 (0.0%), false:167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:0 (0.0%), false:167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6e3kj': 1 (0.0%) + '6e3kk': 1 (0.0%) + '6e3kl': 1 (0.0%) + '6e3km': 1 (0.0%) + '6e3kn': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:68,289 (40.8%), false:99,183 (59.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:0 (0.0%), false:167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:2,554 (1.5%), false:164,918 (98.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:0 (0.0%), false:167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 167,472/167,472 (100.0%) +Types: NoneType:167,468, str:4 +Null/Empty: null:167,468 +String length avg: 9.5 +Unique strings tracked: 4 +String values distribution: + 'three': 1 (25.0%) + 'normal': 1 (25.0%) + 'camera': 1 (25.0%) + 'nonwhitelistedchannel': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 167,472/167,472 (100.0%) +Types: list:167,472 +Null/Empty: empty_arr:167,468 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 167,472/167,472 (100.0%) +Types: NoneType:167,468, str:4 +Null/Empty: null:167,468 +String length avg: 15.5 +Unique strings tracked: 4 +String values distribution: + 'Real Life': 1 (25.0%) + 'No videos': 1 (25.0%) + 'Picture/Video': 1 (25.0%) + 'Non-whitelisted Youtube Channel': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 167,468 (100.0%) + 'richtext': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:0 (0.0%), false:167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 167,472/167,472 (100.0%) +Types: NoneType:167,466, dict:6 +Null/Empty: null:167,466 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 167,472/167,472 (100.0%) +Types: dict:167,472 +Null/Empty: empty_obj:167,466 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:128,964 (77.0%), false:38,508 (23.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 167,472/167,472 (100.0%) +Types: int:167,472 +Numeric values: 167,472 total +Numeric range: min:0, max:1,411, avg:2.7 +Numeric std dev: 18.1 +Unique numbers tracked: 361 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 167,472/167,472 (100.0%) +Types: int:167,472 +Numeric values: 167,472 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:1,335 (0.8%), false:166,137 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 167,472/167,472 (100.0%) +Types: str:161,620, NoneType:5,852 +Null/Empty: null:5,852 +String length avg: 7.1 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 159,040 (98.4%) + 'promo_specified': 1,303 (0.8%) + 'promo_adult_nsfw': 1,018 (0.6%) + 'promo_adult': 111 (0.1%) + 'promo_all': 75 (0.0%) + 'no_ads': 68 (0.0%) + 'house_only': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 66.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/6e3kj/beautiful_sunset_phot...': 1 (0.0%) + '/r/worldnews/comments/6e3kk/olympic_torch_to_dodge...': 1 (0.0%) + '/r/reddit.com/comments/6e3kl/fast_cheap_and_in_con...': 1 (0.0%) + '/r/reddit.com/comments/6e3km/school_officials_stri...': 1 (0.0%) + '/r/reddit.com/comments/6e3kn/cat_fur_trade_still_l...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 167,472/167,472 (100.0%) +Types: int:167,472 +Numeric values: 167,472 total +Numeric range: min:1,522,688,241, max:1,522,690,997, avg:1522689589.2 +Numeric std dev: 786.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 167,472/167,472 (100.0%) +Types: int:167,472 +Numeric values: 167,472 total +Numeric range: min:0, max:853, avg:4.7 +Numeric std dev: 22.7 +Unique numbers tracked: 426 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 167,472/167,472 (100.0%) +Types: NoneType:167,466, dict:6 +Null/Empty: null:167,466 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 167,472/167,472 (100.0%) +Types: dict:167,472 +Null/Empty: empty_obj:167,466 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +Null/Empty: empty_str:145,406 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 21,858 (99.1%) + '[removed]': 208 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:167,472 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:0 (0.0%), false:167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:0 (0.0%), false:167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 8.9 +Unique strings tracked: 492 +Top 5 string values: + 'reddit.com': 91,288 (54.5%) + 'politics': 14,677 (8.8%) + 'entertainment': 7,366 (4.4%) + 'business': 7,154 (4.3%) + 'funny': 5,175 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 5.7 +Unique strings tracked: 492 +Top 5 string values: + 't5_6': 91,288 (54.5%) + 't5_2cneq': 14,677 (8.8%) + 't5_2qh0f': 7,366 (4.4%) + 't5_2qgzg': 7,154 (4.3%) + 't5_2qh33': 5,175 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 10.9 +Unique strings tracked: 492 +Top 5 string values: + 'r/reddit.com': 91,288 (54.5%) + 'r/politics': 14,677 (8.8%) + 'r/entertainment': 7,366 (4.4%) + 'r/business': 7,154 (4.3%) + 'r/funny': 5,175 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 7.1 +Unique strings tracked: 3 +String values distribution: + 'archived': 91,288 (54.5%) + 'public': 75,652 (45.2%) + 'restricted': 532 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 167,472/167,472 (100.0%) +Types: NoneType:162,054, str:5,418 +Null/Empty: null:162,054 +String length avg: 9.4 +Unique strings tracked: 4 +String values distribution: + 'confidence': 4,923 (90.9%) + 'new': 492 (9.1%) + 'top': 2 (0.0%) + 'qa': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +Null/Empty: empty_str:1 +String length avg: 7.0 +Unique strings tracked: 63 +Top 5 string values: + 'default': 165,835 (99.0%) + 'self': 1,575 (0.9%) + 'https://b.thumbs.redditmedia.com/sSIyf2Oku8NWaSR4f...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/IlBLm4aPOezCEyIMs...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/IUTgt5vPmwzv0iYlE...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 51.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'In Living Colors! Game': 3 (0.0%) + 'Gay Gene? A Biological Explanation for Human Sexua...': 3 (0.0%) + 'Companies go 'topless' at meetings': 2 (0.0%) + 'What happened to children of the top Nazis? One is...': 2 (0.0%) + 'USA 2008: The Great Depression': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 67.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.independent.co.uk/news/world/americas/u...': 6 (0.0%) + 'http://www.techcrunch.com/2008/03/31/why-were-suin...': 3 (0.0%) + 'http://uk.youtube.com/': 3 (0.0%) + 'http://video.google.com/videoplay?docid=-842180934...': 3 (0.0%) + 'http://www.ehow.com/how_2254248_use-outsourcing-co...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 167,472/167,472 (100.0%) +Types: str:161,620, NoneType:5,852 +Null/Empty: null:5,852 +String length avg: 7.1 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 158,619 (98.1%) + 'promo_adult_nsfw': 1,441 (0.9%) + 'promo_specified': 1,303 (0.8%) + 'promo_adult': 109 (0.1%) + 'promo_all': 75 (0.0%) + 'no_ads': 68 (0.0%) + 'house_only': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 167,471/167,472 (100.0%) +Types: NoneType:167,406, int:65 +Null/Empty: null:167,406 +Numeric values: 65 total +Numeric range: min:24, max:140, avg:103.7 +Numeric std dev: 29.3 +Unique numbers tracked: 30 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 167,471/167,472 (100.0%) +Types: NoneType:167,406, int:65 +Null/Empty: null:167,406 +Numeric values: 65 total +Numeric range: min:70, max:140, avg:131.4 +Numeric std dev: 23.0 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 57 (87.7%) + 70: 8 (12.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 137,758/167,472 (82.3%) +Types: list:137,758 +Null/Empty: empty_arr:137,175 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 137,758/167,472 (82.3%) +Types: str:137,758 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 137,175 (99.6%) + 'richtext': 583 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,723/167,472 (2.8%) +Types: bool:4,723 +Booleans: true:0 (0.0%), false:4,723 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,723/167,472 (2.8%) +Types: bool:4,723 +Booleans: true:0 (0.0%), false:4,723 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,723/167,472 (2.8%) +Types: bool:4,723 +Booleans: true:0 (0.0%), false:4,723 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,723/167,472 (2.8%) +Types: bool:4,723 +Booleans: true:0 (0.0%), false:4,723 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 2,000/167,472 (1.2%) +Types: bool:2,000 +Booleans: true:2,000 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 61/167,472 (0.0%) +Types: str:61 +String length avg: 4.6 +Unique strings tracked: 3 +String values distribution: + 'link': 52 (85.2%) + 'rich:video': 5 (8.2%) + 'image': 4 (6.6%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 61/167,472 (0.0%) +Types: dict:61 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 3/167,472 (0.0%) +Types: str:3 +Null/Empty: empty_str:3 + +================================================================================ + +================================================================================ +FILE: RS_2008-05.jsonl +Analysis Time: 2026-01-15 06:11:28 +================================================================================ +Total lines: 177,022 +Processed lines: 177,022 +Total unique fields: 65 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:177,022 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 311 (0.2%) + 'multi': 30 (0.0%) + 'blinkin': 26 (0.0%) + 'qgyh2': 23 (0.0%) + 'd4rksinz': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 177,022/177,022 (100.0%) +Types: NoneType:146,358, str:30,664 +Null/Empty: null:146,358, empty_str:30,664 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 177,022/177,022 (100.0%) +Types: NoneType:176,538, str:484 +Null/Empty: null:176,538, empty_str:17 +String length avg: 7.2 +Unique strings tracked: 64 +Top 5 string values: + 'psn': 164 (35.1%) + 'northcarolina-flag': 34 (7.3%) + 'no-knight': 25 (5.4%) + 'california-flag': 24 (5.1%) + 'purple': 20 (4.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 177,022/177,022 (100.0%) +Types: NoneType:176,474, str:548 +Null/Empty: null:176,474, empty_str:12 +String length avg: 12.3 +Unique strings tracked: 82 +Top 5 string values: + 'mastabling': 163 (30.4%) + 'Deadbeat dad': 38 (7.1%) + 'North Carolina': 34 (6.3%) + 'California': 24 (4.5%) + '/r/energy creator': 21 (3.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 177,022/177,022 (100.0%) +Types: NoneType:146,358, str:30,664 +Null/Empty: null:146,358 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 30,664 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:168,120 (95.0%), false:8,902 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:146,378 (82.7%), false:30,644 (17.3%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:0 (0.0%), false:177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 177,022/177,022 (100.0%) +Types: int:177,022 +Numeric values: 177,022 total +Numeric range: min:1,209,600,003, max:1,212,278,342, avg:1210965075.1 +Numeric std dev: 771047.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 177,022/177,022 (100.0%) +Types: NoneType:177,022 +Null/Empty: null:177,022 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 61 (0.0%) + 'squidoo.com': 23 (0.0%) + 'news.yahoo.com': 20 (0.0%) + 'ezinearticles.com': 14 (0.0%) + 'nytimes.com': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:0 (0.0%), false:177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 177,022/177,022 (100.0%) +Types: int:177,022 +Numeric values: 177,022 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:0 (0.0%), false:177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:0 (0.0%), false:177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6hq4l': 1 (0.0%) + '6hq4m': 1 (0.0%) + '6hq4n': 1 (0.0%) + '6hq4o': 1 (0.0%) + '6hq4p': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:72,716 (41.1%), false:104,306 (58.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:0 (0.0%), false:177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:3,040 (1.7%), false:173,982 (98.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:0 (0.0%), false:177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 177,022/177,022 (100.0%) +Types: NoneType:177,019, str:3 +Null/Empty: null:177,019 +String length avg: 11.3 +Unique strings tracked: 3 +String values distribution: + 'Not an Image': 1 (33.3%) + 'notappropriate': 1 (33.3%) + 'official': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 177,022/177,022 (100.0%) +Types: list:177,022 +Null/Empty: empty_arr:177,019 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 177,022/177,022 (100.0%) +Types: NoneType:177,019, str:3 +Null/Empty: null:177,019 +String length avg: 14.7 +Unique strings tracked: 3 +String values distribution: + 'Not an Image': 1 (33.3%) + 'Blogging Platform': 1 (33.3%) + 'Official Source': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 177,019 (100.0%) + 'richtext': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:0 (0.0%), false:177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 177,022/177,022 (100.0%) +Types: NoneType:177,020, dict:2 +Null/Empty: null:177,020 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 177,022/177,022 (100.0%) +Types: dict:177,022 +Null/Empty: empty_obj:177,020 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:138,165 (78.0%), false:38,857 (22.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 177,022/177,022 (100.0%) +Types: int:177,022 +Numeric values: 177,022 total +Numeric range: min:0, max:1,808, avg:2.9 +Numeric std dev: 20.0 +Unique numbers tracked: 399 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 177,022/177,022 (100.0%) +Types: int:177,022 +Numeric values: 177,022 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:1,488 (0.8%), false:175,534 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 177,022/177,022 (100.0%) +Types: str:170,943, NoneType:6,079 +Null/Empty: null:6,079 +String length avg: 7.1 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 168,120 (98.3%) + 'promo_specified': 1,398 (0.8%) + 'promo_adult_nsfw': 1,104 (0.6%) + 'promo_adult': 130 (0.1%) + 'no_ads': 108 (0.1%) + 'promo_all': 77 (0.0%) + 'house_only': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 66.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/6hq4l/psp_hot_shots_golf_op...': 1 (0.0%) + '/r/programming/comments/6hq4m/missing_services_for...': 1 (0.0%) + '/r/science/comments/6hq4n/a_license_to_cheat_twoth...': 1 (0.0%) + '/r/reddit.com/comments/6hq4o/att_wants_in_on_digit...': 1 (0.0%) + '/r/entertainment/comments/6hq4p/linkin_park_the_ol...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 177,022/177,022 (100.0%) +Types: int:177,022 +Numeric values: 177,022 total +Numeric range: min:1,522,690,997, max:1,522,693,818, avg:1522692407.5 +Numeric std dev: 814.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 177,022/177,022 (100.0%) +Types: int:177,022 +Numeric values: 177,022 total +Numeric range: min:0, max:1,070, avg:4.6 +Numeric std dev: 23.4 +Unique numbers tracked: 436 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 177,022/177,022 (100.0%) +Types: NoneType:177,020, dict:2 +Null/Empty: null:177,020 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 177,022/177,022 (100.0%) +Types: dict:177,022 +Null/Empty: empty_obj:177,020 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +Null/Empty: empty_str:154,688 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 22,118 (99.0%) + '[removed]': 216 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:177,022 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:0 (0.0%), false:177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:0 (0.0%), false:177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 8.9 +Unique strings tracked: 643 +Top 5 string values: + 'reddit.com': 91,843 (51.9%) + 'politics': 16,228 (9.2%) + 'entertainment': 9,198 (5.2%) + 'business': 7,548 (4.3%) + 'pics': 6,458 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 5.9 +Unique strings tracked: 643 +Top 5 string values: + 't5_6': 91,843 (51.9%) + 't5_2cneq': 16,228 (9.2%) + 't5_2qh0f': 9,198 (5.2%) + 't5_2qgzg': 7,548 (4.3%) + 't5_2qh0u': 6,458 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 10.9 +Unique strings tracked: 643 +Top 5 string values: + 'r/reddit.com': 91,843 (51.9%) + 'r/politics': 16,228 (9.2%) + 'r/entertainment': 9,198 (5.2%) + 'r/business': 7,548 (4.3%) + 'r/pics': 6,458 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 7.0 +Unique strings tracked: 3 +String values distribution: + 'archived': 91,843 (51.9%) + 'public': 84,741 (47.9%) + 'restricted': 438 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 177,022/177,022 (100.0%) +Types: NoneType:171,712, str:5,310 +Null/Empty: null:171,712 +String length avg: 9.3 +Unique strings tracked: 3 +String values distribution: + 'confidence': 4,749 (89.4%) + 'new': 556 (10.5%) + 'top': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +Null/Empty: empty_str:6 +String length avg: 7.0 +Unique strings tracked: 71 +Top 5 string values: + 'default': 175,150 (98.9%) + 'self': 1,796 (1.0%) + 'https://b.thumbs.redditmedia.com/9lA47XcmllezYo43A...': 2 (0.0%) + 'https://a.thumbs.redditmedia.com/oR3KVaueAixlVo3MV...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/rAwl5aoVSRj7Kxpvm...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 51.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Global warming? Next decade could be cooler, says ...': 2 (0.0%) + '2yo trying to mimic the Jabbawockeez': 2 (0.0%) + 'ReadBurner « Entertaining Audio': 2 (0.0%) + 'Victoria Lindsay's MySpace Page Update': 2 (0.0%) + '"Going Green" Is It Really That Important?': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 67.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://demconwatch.blogspot.com/2008/04/superdeleg...': 3 (0.0%) + 'http://www.huffingtonpost.com/2008/04/30/hillary-c...': 3 (0.0%) + 'http://www.youtube.com/watch?v=-tnxkXpjFkc': 2 (0.0%) + 'http://caseyhoutz.wordpress.com/2008/04/30/readbur...': 2 (0.0%) + 'http://www.cnn.com/2008/POLITICS/04/30/obama.wrigh...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 177,022/177,022 (100.0%) +Types: str:170,943, NoneType:6,079 +Null/Empty: null:6,079 +String length avg: 7.2 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 167,649 (98.1%) + 'promo_adult_nsfw': 1,575 (0.9%) + 'promo_specified': 1,398 (0.8%) + 'promo_adult': 130 (0.1%) + 'no_ads': 108 (0.1%) + 'promo_all': 77 (0.0%) + 'house_only': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 177,016/177,022 (100.0%) +Types: NoneType:176,938, int:78 +Null/Empty: null:176,938 +Numeric values: 78 total +Numeric range: min:28, max:140, avg:101.1 +Numeric std dev: 33.5 +Unique numbers tracked: 17 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 177,016/177,022 (100.0%) +Types: NoneType:176,938, int:78 +Null/Empty: null:176,938 +Numeric values: 78 total +Numeric range: min:53, max:140, avg:136.2 +Numeric std dev: 16.5 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 74 (94.9%) + 70: 3 (3.8%) + 53: 1 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 146,378/177,022 (82.7%) +Types: list:146,378 +Null/Empty: empty_arr:145,842 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 146,378/177,022 (82.7%) +Types: str:146,378 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 145,842 (99.6%) + 'richtext': 536 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,450/177,022 (2.5%) +Types: bool:4,450 +Booleans: true:0 (0.0%), false:4,450 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,450/177,022 (2.5%) +Types: bool:4,450 +Booleans: true:0 (0.0%), false:4,450 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,450/177,022 (2.5%) +Types: bool:4,450 +Booleans: true:0 (0.0%), false:4,450 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,450/177,022 (2.5%) +Types: bool:4,450 +Booleans: true:0 (0.0%), false:4,450 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 819/177,022 (0.5%) +Types: bool:819 +Booleans: true:819 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 70/177,022 (0.0%) +Types: str:70 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'link': 65 (92.9%) + 'image': 5 (7.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 70/177,022 (0.0%) +Types: dict:70 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 1/177,022 (0.0%) +Types: str:1 +Null/Empty: empty_str:1 + +================================================================================ + +================================================================================ +FILE: RS_2008-06.jsonl +Analysis Time: 2026-01-15 06:11:42 +================================================================================ +Total lines: 190,682 +Processed lines: 190,682 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:190,682 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 377 (0.2%) + 'jack_alexander': 18 (0.0%) + 'glmory': 18 (0.0%) + 'kaesinee': 17 (0.0%) + 'rmuser': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 190,682/190,682 (100.0%) +Types: NoneType:155,296, str:35,386 +Null/Empty: null:155,296, empty_str:35,386 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 190,682/190,682 (100.0%) +Types: NoneType:190,072, str:610 +Null/Empty: null:190,072, empty_str:41 +String length avg: 6.5 +Unique strings tracked: 89 +Top 5 string values: + 'psn': 149 (26.2%) + 'no-knight': 62 (10.9%) + 'SK': 21 (3.7%) + '24': 20 (3.5%) + 'purple': 16 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 190,682/190,682 (100.0%) +Types: NoneType:189,984, str:698 +Null/Empty: null:189,984, empty_str:21 +String length avg: 12.7 +Unique strings tracked: 119 +Top 5 string values: + 'mastabling': 147 (21.7%) + 'Atheist': 37 (5.5%) + 'Deadbeat dad': 33 (4.9%) + 'Saskatchewan': 21 (3.1%) + 'Bronze (Internet Freelancer)': 20 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 190,682/190,682 (100.0%) +Types: NoneType:155,296, str:35,386 +Null/Empty: null:155,296 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 35,386 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:177,437 (93.1%), false:13,245 (6.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:155,321 (81.5%), false:35,361 (18.5%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:0 (0.0%), false:190,682 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 190,682/190,682 (100.0%) +Types: int:190,682 +Numeric values: 190,682 total +Numeric range: min:1,212,278,424, max:1,214,870,398, avg:1213605010.5 +Numeric std dev: 739113.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 190,682/190,682 (100.0%) +Types: NoneType:190,682 +Null/Empty: null:190,682 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 59 (0.0%) + 'self.reddit.com': 24 (0.0%) + 'nytimes.com': 24 (0.0%) + 'news.bbc.co.uk': 21 (0.0%) + 'demotivateus.com': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,679, float:3 +Booleans: true:0 (0.0%), false:190,679 (100.0%) +Numeric values: 3 total +Numeric range: min:1,485,379,474.0, max:1,485,379,475.0, avg:1485379474.3 +Numeric std dev: 16.0 +Unique numbers tracked: 2 +Numeric values distribution: + 1,485,379,474.0: 2 (66.7%) + 1,485,379,475.0: 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 190,682/190,682 (100.0%) +Types: int:190,682 +Numeric values: 190,682 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 190,682 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:0 (0.0%), false:190,682 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:0 (0.0%), false:190,682 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6lkfx': 1 (0.0%) + '6lkfy': 1 (0.0%) + '6lkfz': 1 (0.0%) + '6lkg0': 1 (0.0%) + '6lkg1': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:80,511 (42.2%), false:110,171 (57.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:0 (0.0%), false:190,682 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:4,372 (2.3%), false:186,310 (97.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:0 (0.0%), false:190,682 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 190,682/190,682 (100.0%) +Types: NoneType:190,674, str:8 +Null/Empty: null:190,674, empty_str:1 +String length avg: 6.6 +Unique strings tracked: 5 +String values distribution: + 'twentytwo': 2 (28.6%) + 'seventeen': 2 (28.6%) + 'two': 1 (14.3%) + 'ten': 1 (14.3%) + 'nine': 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 190,682/190,682 (100.0%) +Types: list:190,682 +Null/Empty: empty_arr:190,674 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 190,682/190,682 (100.0%) +Types: NoneType:190,674, str:8 +Null/Empty: null:190,674 +String length avg: 11.9 +Unique strings tracked: 6 +String values distribution: + 'Technology': 2 (25.0%) + 'Mathematics': 2 (25.0%) + 'Linguistics': 1 (12.5%) + 'please move to megathread': 1 (12.5%) + 'Psychology': 1 (12.5%) + 'Physics': 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 190,682 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 190,674 (100.0%) + 'richtext': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:0 (0.0%), false:190,682 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 190,682/190,682 (100.0%) +Types: NoneType:190,673, dict:9 +Null/Empty: null:190,673 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 190,682/190,682 (100.0%) +Types: dict:190,682 +Null/Empty: empty_obj:190,673 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:145,393 (76.2%), false:45,289 (23.8%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 190,682/190,682 (100.0%) +Types: int:190,682 +Numeric values: 190,682 total +Numeric range: min:0, max:33,329, avg:3.0 +Numeric std dev: 78.8 +Unique numbers tracked: 421 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 190,682/190,682 (100.0%) +Types: int:190,682 +Numeric values: 190,682 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 190,681 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:1,948 (1.0%), false:188,734 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 190,682/190,682 (100.0%) +Types: str:182,996, NoneType:7,686 +Null/Empty: null:7,686 +String length avg: 7.2 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 177,437 (97.0%) + 'promo_specified': 3,709 (2.0%) + 'promo_adult_nsfw': 1,458 (0.8%) + 'promo_adult': 172 (0.1%) + 'no_ads': 141 (0.1%) + 'promo_all': 71 (0.0%) + 'house_only': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/6lkfx/the_most_dangerous_sp...': 1 (0.0%) + '/r/digitaladvertising/comments/6lkfy/esther_dyson_...': 1 (0.0%) + '/r/reddit.com/comments/6lkfz/end_in_sight/': 1 (0.0%) + '/r/reddit.com/comments/6lkg0/brooke_mueller_real_e...': 1 (0.0%) + '/r/pics/comments/6lkg1/i_want_you_to_have_the_same...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 190,682/190,682 (100.0%) +Types: int:190,682 +Numeric values: 190,682 total +Numeric range: min:1,522,693,818, max:1,522,696,855, avg:1522695339.9 +Numeric std dev: 876.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 190,682 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 190,682/190,682 (100.0%) +Types: int:190,682 +Numeric values: 190,682 total +Numeric range: min:0, max:4,442, avg:6.2 +Numeric std dev: 45.7 +Unique numbers tracked: 713 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 190,682/190,682 (100.0%) +Types: NoneType:190,673, dict:9 +Null/Empty: null:190,673 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 190,682/190,682 (100.0%) +Types: dict:190,682 +Null/Empty: empty_obj:190,673 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +Null/Empty: empty_str:164,924 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 25,448 (98.8%) + '[removed]': 310 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:190,682 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:0 (0.0%), false:190,682 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:0 (0.0%), false:190,682 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 94,183 (49.4%) + 'politics': 16,363 (8.6%) + 'entertainment': 9,265 (4.9%) + 'pics': 6,759 (3.5%) + 'technology': 6,319 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 5.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 94,183 (49.4%) + 't5_2cneq': 16,363 (8.6%) + 't5_2qh0f': 9,265 (4.9%) + 't5_2qh0u': 6,759 (3.5%) + 't5_2qh16': 6,319 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 94,183 (49.4%) + 'r/politics': 16,363 (8.6%) + 'r/entertainment': 9,265 (4.9%) + 'r/pics': 6,759 (3.5%) + 'r/technology': 6,319 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 7.0 +Unique strings tracked: 3 +String values distribution: + 'archived': 95,815 (50.2%) + 'public': 94,082 (49.3%) + 'restricted': 785 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 190,682/190,682 (100.0%) +Types: NoneType:185,994, str:4,688 +Null/Empty: null:185,994 +String length avg: 9.3 +Unique strings tracked: 3 +String values distribution: + 'confidence': 4,227 (90.2%) + 'new': 449 (9.6%) + 'top': 12 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 7.0 +Unique strings tracked: 95 +Top 5 string values: + 'default': 187,891 (98.5%) + 'self': 2,697 (1.4%) + 'https://b.thumbs.redditmedia.com/oZhayy8d-fd3dg7OI...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/rJelPCpGRtp4S4-pq...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/ejn6kg1NGch29RRfV...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 190,682/190,682 (100.0%) +Types: NoneType:190,583, int:99 +Null/Empty: null:190,583 +Numeric values: 99 total +Numeric range: min:39, max:140, avg:99.9 +Numeric std dev: 30.8 +Unique numbers tracked: 41 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 190,682/190,682 (100.0%) +Types: NoneType:190,583, int:99 +Null/Empty: null:190,583 +Numeric values: 99 total +Numeric range: min:69, max:140, avg:130.1 +Numeric std dev: 24.4 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 85 (85.9%) + 70: 13 (13.1%) + 69: 1 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 52.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Kids to adults - Don't talk down to me! (Listen to...': 3 (0.0%) + 'Richmond Virginia Criminal Defense Lawyer, Car Acc...': 3 (0.0%) + 'Teacher beds an underage student, had gotten other...': 2 (0.0%) + 'If you are reading this then I can only assume tha...': 2 (0.0%) + 'Inside a secret primate research lab': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 67.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.thatcanadiangirl.co.uk/blog/2008/05/30/...': 3 (0.0%) + 'http://news.bbc.co.uk/1/hi/england/london/7429638....': 3 (0.0%) + 'http://www.collegehumor.com/video:1725043': 3 (0.0%) + 'http://www.carlsoncollier.com': 3 (0.0%) + 'http://www.first-magazine.net/2008/05/31/usain-bol...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 190,682/190,682 (100.0%) +Types: str:182,996, NoneType:7,686 +Null/Empty: null:7,686 +String length avg: 7.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 176,972 (96.7%) + 'promo_specified': 3,709 (2.0%) + 'promo_adult_nsfw': 1,925 (1.1%) + 'promo_adult': 170 (0.1%) + 'no_ads': 141 (0.1%) + 'promo_all': 71 (0.0%) + 'house_only': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 155,321/190,682 (81.5%) +Types: list:155,321 +Null/Empty: empty_arr:154,644 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 155,321/190,682 (81.5%) +Types: str:155,321 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 154,644 (99.6%) + 'richtext': 677 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 3,971/190,682 (2.1%) +Types: bool:3,971 +Booleans: true:0 (0.0%), false:3,971 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 3,971/190,682 (2.1%) +Types: bool:3,971 +Booleans: true:0 (0.0%), false:3,971 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 3,971/190,682 (2.1%) +Types: bool:3,971 +Booleans: true:0 (0.0%), false:3,971 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 3,971/190,682 (2.1%) +Types: bool:3,971 +Booleans: true:0 (0.0%), false:3,971 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 997/190,682 (0.5%) +Types: bool:997 +Booleans: true:997 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 94/190,682 (0.0%) +Types: str:94 +String length avg: 4.6 +Unique strings tracked: 3 +String values distribution: + 'link': 81 (86.2%) + 'rich:video': 8 (8.5%) + 'image': 5 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 94/190,682 (0.0%) +Types: dict:94 + +================================================================================ + +================================================================================ +FILE: RS_2008-07.jsonl +Analysis Time: 2026-01-15 06:11:57 +================================================================================ +Total lines: 218,092 +Processed lines: 218,092 +Total unique fields: 65 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:218,092 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 373 (0.2%) + 'gst': 30 (0.0%) + 'shoesstole': 15 (0.0%) + 'IAmperfectlyCalm': 14 (0.0%) + 'tugteen': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 218,092/218,092 (100.0%) +Types: NoneType:179,986, str:38,106 +Null/Empty: null:179,986, empty_str:38,106 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 218,092/218,092 (100.0%) +Types: NoneType:217,494, str:598 +Null/Empty: null:217,494, empty_str:52 +String length avg: 6.8 +Unique strings tracked: 90 +Top 5 string values: + 'psn': 124 (22.7%) + 'no-knight': 61 (11.2%) + '24': 26 (4.8%) + 'Lego-Drums': 19 (3.5%) + 'northcarolina-flag': 19 (3.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 218,092/218,092 (100.0%) +Types: NoneType:217,394, str:698 +Null/Empty: null:217,394, empty_str:43 +String length avg: 13.9 +Unique strings tracked: 117 +Top 5 string values: + 'mastabling': 121 (18.5%) + '/r/energy creator': 47 (7.2%) + 'Atheist': 32 (4.9%) + 'Bronze (Internet Freelancer)': 26 (4.0%) + 'Deadbeat dad': 25 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 218,092/218,092 (100.0%) +Types: NoneType:179,986, str:38,106 +Null/Empty: null:179,986 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 38,106 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:198,919 (91.2%), false:19,173 (8.8%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:179,997 (82.5%), false:38,095 (17.5%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:0 (0.0%), false:218,092 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 218,092/218,092 (100.0%) +Types: int:218,092 +Numeric values: 218,092 total +Numeric range: min:1,214,870,412, max:1,217,548,795, avg:1216219401.7 +Numeric std dev: 778293.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 218,092/218,092 (100.0%) +Types: NoneType:218,092 +Null/Empty: null:218,092 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 40 (0.0%) + 'self.reddit.com': 31 (0.0%) + 'nytimes.com': 15 (0.0%) + 'squidoo.com': 13 (0.0%) + 'reddit.com': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:0 (0.0%), false:218,092 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 218,092/218,092 (100.0%) +Types: int:218,092 +Numeric values: 218,092 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 218,092 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:0 (0.0%), false:218,092 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:0 (0.0%), false:218,092 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6poof': 1 (0.0%) + '6poog': 1 (0.0%) + '6pooh': 1 (0.0%) + '6pooi': 1 (0.0%) + '6pooj': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:96,664 (44.3%), false:121,428 (55.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:0 (0.0%), false:218,092 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:4,238 (1.9%), false:213,854 (98.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:0 (0.0%), false:218,092 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 218,092/218,092 (100.0%) +Types: NoneType:218,084, str:8 +Null/Empty: null:218,084 +String length avg: 8.8 +Unique strings tracked: 5 +String values distribution: + 'seventeen': 3 (37.5%) + 'twenty': 2 (25.0%) + 'red': 1 (12.5%) + 'darkred': 1 (12.5%) + 'nonwhitelistedchannel': 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 218,092/218,092 (100.0%) +Types: list:218,092 +Null/Empty: empty_arr:218,084 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 218,092/218,092 (100.0%) +Types: NoneType:218,084, str:8 +Null/Empty: null:218,084 +String length avg: 12.5 +Unique strings tracked: 5 +String values distribution: + 'Mathematics': 3 (37.5%) + 'Law': 2 (25.0%) + 'R1: Political': 1 (12.5%) + 'reject: bad topic': 1 (12.5%) + 'Non-whitelisted Youtube Channel': 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 218,092 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 218,084 (100.0%) + 'richtext': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:0 (0.0%), false:218,092 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 218,092/218,092 (100.0%) +Types: NoneType:218,083, dict:9 +Null/Empty: null:218,083 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 218,092/218,092 (100.0%) +Types: dict:218,092 +Null/Empty: empty_obj:218,083 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:167,879 (77.0%), false:50,213 (23.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 218,092/218,092 (100.0%) +Types: int:218,092 +Numeric values: 218,092 total +Numeric range: min:0, max:1,425, avg:2.5 +Numeric std dev: 17.8 +Unique numbers tracked: 406 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 218,092/218,092 (100.0%) +Types: int:218,092 +Numeric values: 218,092 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 218,091 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:2,419 (1.1%), false:215,673 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 218,092/218,092 (100.0%) +Types: str:207,504, NoneType:10,588 +Null/Empty: null:10,588 +String length avg: 7.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 198,919 (95.9%) + 'promo_specified': 6,041 (2.9%) + 'promo_adult_nsfw': 2,021 (1.0%) + 'no_ads': 185 (0.1%) + 'promo_adult': 184 (0.1%) + 'promo_all': 150 (0.1%) + 'house_only': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 65.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/ru/comments/6poof/фото_проституток/': 1 (0.0%) + '/r/reddit.com/comments/6poog/the_respiratory_solut...': 1 (0.0%) + '/r/entertainment/comments/6pooh/drew_barrymores_wh...': 1 (0.0%) + '/r/reddit.com/comments/6pooi/riaa_making_available...': 1 (0.0%) + '/r/reddit.com/comments/6pooj/bomodok_falls_sagada_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 218,092/218,092 (100.0%) +Types: int:218,092 +Numeric values: 218,092 total +Numeric range: min:1,522,696,855, max:1,522,700,335, avg:1522698589.5 +Numeric std dev: 1006.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 218,092 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 218,092/218,092 (100.0%) +Types: int:218,092 +Numeric values: 218,092 total +Numeric range: min:0, max:7,137, avg:6.3 +Numeric std dev: 51.8 +Unique numbers tracked: 792 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 218,092/218,092 (100.0%) +Types: NoneType:218,083, dict:9 +Null/Empty: null:218,083 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 218,092/218,092 (100.0%) +Types: dict:218,092 +Null/Empty: empty_obj:218,083 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +Null/Empty: empty_str:190,943 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 26,933 (99.2%) + '[removed]': 216 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:218,092 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:0 (0.0%), false:218,092 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:0 (0.0%), false:218,092 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 83,427 (38.3%) + 'politics': 12,451 (5.7%) + 'entertainment': 6,987 (3.2%) + 'pics': 6,275 (2.9%) + 'technology': 5,917 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 83,427 (38.3%) + 't5_2cneq': 12,451 (5.7%) + 't5_2qh0f': 6,987 (3.2%) + 't5_2qh0u': 6,275 (2.9%) + 't5_2qh16': 5,917 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 83,427 (38.3%) + 'r/politics': 12,451 (5.7%) + 'r/entertainment': 6,987 (3.2%) + 'r/pics': 6,275 (2.9%) + 'r/technology': 5,917 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 7.0 +Unique strings tracked: 3 +String values distribution: + 'public': 111,385 (51.1%) + 'archived': 105,244 (48.3%) + 'restricted': 1,463 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 218,092/218,092 (100.0%) +Types: NoneType:213,009, str:5,083 +Null/Empty: null:213,009 +String length avg: 9.2 +Unique strings tracked: 3 +String values distribution: + 'confidence': 4,477 (88.1%) + 'new': 601 (11.8%) + 'top': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +Null/Empty: empty_str:67,225 +String length avg: 7.0 +Unique strings tracked: 86 +Top 5 string values: + 'default': 148,079 (98.2%) + 'self': 2,703 (1.8%) + 'https://b.thumbs.redditmedia.com/Pr8iCjwQAEFntMexa...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/zREXaix-9naIXNyvH...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/nHDmPjwrzsSzGAN_O...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 51.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Best Forex Trading Training in Singapore': 3 (0.0%) + 'Income Investing using Forex Trading Systems': 3 (0.0%) + 'Chemistry Video and Audio Lectures (general chemis...': 3 (0.0%) + 'Children of the Hippies': 3 (0.0%) + 'Roundest objects in the world created': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 67.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://tencartrain.com/?p=741': 4 (0.0%) + 'http://freescienceonline.blogspot.com/2008/06/chem...': 3 (0.0%) + 'http://www.sonnyradio.com/gatheringofmustangs.html': 3 (0.0%) + 'http://glennsacks.com/blog/?p=2389': 3 (0.0%) + 'http://itp.nyu.edu/~cjc367/hippiekidstories/': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 218,092/218,092 (100.0%) +Types: str:207,504, NoneType:10,588 +Null/Empty: null:10,588 +String length avg: 7.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 198,467 (95.6%) + 'promo_specified': 6,041 (2.9%) + 'promo_adult_nsfw': 2,478 (1.2%) + 'no_ads': 185 (0.1%) + 'promo_adult': 179 (0.1%) + 'promo_all': 150 (0.1%) + 'house_only': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 179,997/218,092 (82.5%) +Types: list:179,997 +Null/Empty: empty_arr:179,342 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 179,997/218,092 (82.5%) +Types: str:179,997 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 179,342 (99.6%) + 'richtext': 655 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 150,867/218,092 (69.2%) +Types: NoneType:150,774, int:93 +Null/Empty: null:150,774 +Numeric values: 93 total +Numeric range: min:39, max:140, avg:100.0 +Numeric std dev: 31.1 +Unique numbers tracked: 31 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 150,867/218,092 (69.2%) +Types: NoneType:150,774, int:93 +Null/Empty: null:150,774 +Numeric values: 93 total +Numeric range: min:48, max:140, avg:128.3 +Numeric std dev: 26.9 +Unique numbers tracked: 4 +Numeric values distribution: + 140: 78 (83.9%) + 70: 13 (14.0%) + 48: 1 (1.1%) + 50: 1 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,124/218,092 (1.9%) +Types: bool:4,124 +Booleans: true:0 (0.0%), false:4,124 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,124/218,092 (1.9%) +Types: bool:4,124 +Booleans: true:0 (0.0%), false:4,124 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,124/218,092 (1.9%) +Types: bool:4,124 +Booleans: true:0 (0.0%), false:4,124 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,124/218,092 (1.9%) +Types: bool:4,124 +Booleans: true:0 (0.0%), false:4,124 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 993/218,092 (0.5%) +Types: bool:993 +Booleans: true:993 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 85/218,092 (0.0%) +Types: str:85 +String length avg: 4.3 +Unique strings tracked: 3 +String values distribution: + 'link': 77 (90.6%) + 'rich:video': 4 (4.7%) + 'image': 4 (4.7%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 85/218,092 (0.0%) +Types: dict:85 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 1/218,092 (0.0%) +Types: str:1 +Null/Empty: empty_str:1 + +================================================================================ + +================================================================================ +FILE: RS_2008-08.jsonl +Analysis Time: 2026-01-15 06:12:12 +================================================================================ +Total lines: 212,552 +Processed lines: 212,552 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:212,552 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 329 (0.2%) + 'gst': 44 (0.0%) + 'product111': 16 (0.0%) + 'Mr_Sadist': 16 (0.0%) + 'IAmperfectlyCalm': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 212,552/212,552 (100.0%) +Types: NoneType:173,133, str:39,419 +Null/Empty: null:173,133, empty_str:39,419 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 212,552/212,552 (100.0%) +Types: NoneType:211,871, str:681 +Null/Empty: null:211,871, empty_str:64 +String length avg: 7.1 +Unique strings tracked: 109 +Top 5 string values: + 'psn': 69 (11.2%) + 'no-knight': 52 (8.4%) + 'biological': 40 (6.5%) + 'cnty-england': 36 (5.8%) + 'kde': 35 (5.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 212,552/212,552 (100.0%) +Types: NoneType:211,800, str:752 +Null/Empty: null:211,800, empty_str:41 +String length avg: 14.4 +Unique strings tracked: 130 +Top 5 string values: + 'mastabling': 58 (8.2%) + 'Moderator | Disease & Human Evolution': 40 (5.6%) + 'Kent': 36 (5.1%) + 'Deadbeat dad': 34 (4.8%) + 'Libertarian': 32 (4.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 212,552/212,552 (100.0%) +Types: NoneType:173,133, str:39,419 +Null/Empty: null:173,133 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 39,419 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:193,361 (91.0%), false:19,191 (9.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:173,169 (81.5%), false:39,383 (18.5%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:0 (0.0%), false:212,552 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 212,552/212,552 (100.0%) +Types: int:212,552 +Numeric values: 212,552 total +Numeric range: min:1,217,548,816, max:1,220,227,197, avg:1218930174.9 +Numeric std dev: 766190.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 212,552/212,552 (100.0%) +Types: NoneType:212,552 +Null/Empty: null:212,552 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 47 (0.0%) + 'nytimes.com': 25 (0.0%) + 'news.yahoo.com': 16 (0.0%) + 'self.AskReddit': 13 (0.0%) + 'news.bbc.co.uk': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,550, float:2 +Booleans: true:0 (0.0%), false:212,550 (100.0%) +Numeric values: 2 total +Numeric range: min:1,485,379,472.0, max:1,485,379,472.0, avg:1485379472.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 1,485,379,472.0: 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 212,552/212,552 (100.0%) +Types: int:212,552 +Numeric values: 212,552 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 212,552 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:0 (0.0%), false:212,552 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:0 (0.0%), false:212,552 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6udyq': 1 (0.0%) + '6udyr': 1 (0.0%) + '6udys': 1 (0.0%) + '6udyt': 1 (0.0%) + '6udyu': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:96,211 (45.3%), false:116,341 (54.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:0 (0.0%), false:212,552 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:5,107 (2.4%), false:207,445 (97.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:0 (0.0%), false:212,552 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 212,552/212,552 (100.0%) +Types: NoneType:212,546, str:6 +Null/Empty: null:212,546, empty_str:1 +String length avg: 5.6 +Unique strings tracked: 4 +String values distribution: + 'nine': 2 (40.0%) + 'red': 1 (20.0%) + 'seventeen': 1 (20.0%) + 'fourteen': 1 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 212,552/212,552 (100.0%) +Types: list:212,552 +Null/Empty: empty_arr:212,546 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 212,552/212,552 (100.0%) +Types: NoneType:212,546, str:6 +Null/Empty: null:212,546 +String length avg: 10.2 +Unique strings tracked: 5 +String values distribution: + 'Physics': 2 (33.3%) + 'R1: Political': 1 (16.7%) + 'Mathematics': 1 (16.7%) + 'Philosophy': 1 (16.7%) + 'Image Gallery': 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 212,552 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 212,546 (100.0%) + 'richtext': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:0 (0.0%), false:212,552 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 212,552/212,552 (100.0%) +Types: NoneType:212,551, dict:1 +Null/Empty: null:212,551 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 212,552/212,552 (100.0%) +Types: dict:212,552 +Null/Empty: empty_obj:212,551 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:162,560 (76.5%), false:49,992 (23.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 212,552/212,552 (100.0%) +Types: int:212,552 +Numeric values: 212,552 total +Numeric range: min:0, max:1,724, avg:2.6 +Numeric std dev: 18.4 +Unique numbers tracked: 421 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 212,552/212,552 (100.0%) +Types: int:212,552 +Numeric values: 212,552 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 212,551 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:2,282 (1.1%), false:210,270 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 212,552/212,552 (100.0%) +Types: str:202,636, NoneType:9,916 +Null/Empty: null:9,916 +String length avg: 7.4 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 193,361 (95.4%) + 'promo_specified': 6,761 (3.3%) + 'promo_adult_nsfw': 1,714 (0.8%) + 'promo_all': 297 (0.1%) + 'promo_adult': 275 (0.1%) + 'no_ads': 221 (0.1%) + 'house_only': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/6udyq/community_information...': 1 (0.0%) + '/r/sports/comments/6udyr/20_ways_to_die_trying_to_...': 1 (0.0%) + '/r/reddit.com/comments/6udys/jennifer_winstanley_c...': 1 (0.0%) + '/r/reddit.com/comments/6udyt/the_onion_are_politic...': 1 (0.0%) + '/r/WTF/comments/6udyu/the_coso_artifact_a_500000_y...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 212,552/212,552 (100.0%) +Types: int:212,552 +Numeric values: 212,552 total +Numeric range: min:1,522,700,335, max:1,522,703,733, avg:1522702043.9 +Numeric std dev: 984.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 212,552 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 212,552/212,552 (100.0%) +Types: int:212,552 +Numeric values: 212,552 total +Numeric range: min:0, max:7,192, avg:6.5 +Numeric std dev: 54.6 +Unique numbers tracked: 780 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 212,552/212,552 (100.0%) +Types: NoneType:212,551, dict:1 +Null/Empty: null:212,551 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 212,552/212,552 (100.0%) +Types: dict:212,552 +Null/Empty: empty_obj:212,551 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +Null/Empty: empty_str:184,270 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 28,025 (99.1%) + '[removed]': 257 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:212,552 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:1 (0.0%), false:212,551 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:0 (0.0%), false:212,552 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 77,764 (36.6%) + 'politics': 14,572 (6.9%) + 'entertainment': 7,262 (3.4%) + 'pics': 6,565 (3.1%) + 'worldnews': 5,625 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 77,764 (36.6%) + 't5_2cneq': 14,572 (6.9%) + 't5_2qh0f': 7,262 (3.4%) + 't5_2qh0u': 6,565 (3.1%) + 't5_2qh13': 5,625 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 77,764 (36.6%) + 'r/politics': 14,572 (6.9%) + 'r/entertainment': 7,262 (3.4%) + 'r/pics': 6,565 (3.1%) + 'r/worldnews': 5,625 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 7.0 +Unique strings tracked: 3 +String values distribution: + 'public': 112,450 (52.9%) + 'archived': 98,925 (46.5%) + 'restricted': 1,177 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 212,552/212,552 (100.0%) +Types: NoneType:207,737, str:4,815 +Null/Empty: null:207,737 +String length avg: 9.5 +Unique strings tracked: 3 +String values distribution: + 'confidence': 4,443 (92.3%) + 'new': 354 (7.4%) + 'top': 18 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +Null/Empty: empty_str:72,753 +String length avg: 7.0 +Unique strings tracked: 73 +Top 5 string values: + 'default': 136,500 (97.6%) + 'self': 3,228 (2.3%) + 'https://b.thumbs.redditmedia.com/CcIOMXr_Uo6HSNiu_...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/nQyJhNegnXVyJCqow...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/VVln1QuTkWpiDehvZ...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 52.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'A cure for HIV?!!! Outstanding.': 3 (0.0%) + 'Psychological Proofs and Reverse CAPTCHAs': 3 (0.0%) + 'Yale Students' Lawsuit Unmasks Anonymous Trolls': 3 (0.0%) + 'California judge rules early cell phone terminatio...': 2 (0.0%) + 'As an adult, have you ever pooped yourself a littl...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 68.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://news.yahoo.com/s/nm/20080731/us_nm/newyork_...': 4 (0.0%) + 'http://tech.yahoo.com/blogs/null/99655': 3 (0.0%) + 'http://www.youtube.com/watch?v=JLf-DC4HV6o&fea...': 3 (0.0%) + 'http://weblog.fortnow.com/2008/07/psychological-pr...': 3 (0.0%) + 'http://www.wired.com/politics/law/news/2008/07/aut...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 212,552/212,552 (100.0%) +Types: str:202,636, NoneType:9,916 +Null/Empty: null:9,916 +String length avg: 7.4 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 192,870 (95.2%) + 'promo_specified': 6,761 (3.3%) + 'promo_adult_nsfw': 2,209 (1.1%) + 'promo_all': 294 (0.1%) + 'promo_adult': 274 (0.1%) + 'no_ads': 221 (0.1%) + 'house_only': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 173,169/212,552 (81.5%) +Types: list:173,169 +Null/Empty: empty_arr:172,458 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 173,169/212,552 (81.5%) +Types: str:173,169 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 172,458 (99.6%) + 'richtext': 711 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 139,799/212,552 (65.8%) +Types: NoneType:139,725, int:74 +Null/Empty: null:139,725 +Numeric values: 74 total +Numeric range: min:29, max:140, avg:103.5 +Numeric std dev: 29.7 +Unique numbers tracked: 25 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 139,799/212,552 (65.8%) +Types: NoneType:139,725, int:74 +Null/Empty: null:139,725 +Numeric values: 74 total +Numeric range: min:70, max:140, avg:133.4 +Numeric std dev: 20.5 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 67 (90.5%) + 70: 7 (9.5%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,052/212,552 (1.9%) +Types: bool:4,052 +Booleans: true:0 (0.0%), false:4,052 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,052/212,552 (1.9%) +Types: bool:4,052 +Booleans: true:0 (0.0%), false:4,052 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,052/212,552 (1.9%) +Types: bool:4,052 +Booleans: true:0 (0.0%), false:4,052 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,052/212,552 (1.9%) +Types: bool:4,052 +Booleans: true:0 (0.0%), false:4,052 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 832/212,552 (0.4%) +Types: bool:832 +Booleans: true:832 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 71/212,552 (0.0%) +Types: str:71 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'link': 68 (95.8%) + 'image': 3 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 71/212,552 (0.0%) +Types: dict:71 + +================================================================================ + +================================================================================ +FILE: RS_2008-09.jsonl +Analysis Time: 2026-01-15 06:12:31 +================================================================================ +Total lines: 256,268 +Processed lines: 256,268 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:256,250 (100.0%), false:18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 433 (0.2%) + 'gst': 28 (0.0%) + 'spif': 26 (0.0%) + 'swampsparrow': 19 (0.0%) + 'jack_alexander': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 256,268/256,268 (100.0%) +Types: NoneType:205,359, str:50,909 +Null/Empty: null:205,359, empty_str:50,909 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 256,268/256,268 (100.0%) +Types: NoneType:255,313, str:955 +Null/Empty: null:255,313, empty_str:59 +String length avg: 8.4 +Unique strings tracked: 145 +Top 5 string values: + 'psn': 74 (8.3%) + 'california-flag': 67 (7.5%) + 'purple': 56 (6.2%) + 'northcarolina-flag': 55 (6.1%) + 'no-knight': 37 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 256,268/256,268 (100.0%) +Types: NoneType:255,215, str:1,053 +Null/Empty: null:255,215, empty_str:82 +String length avg: 14.0 +Unique strings tracked: 165 +Top 5 string values: + 'California': 67 (6.9%) + 'mastabling': 66 (6.8%) + 'Literally a teddy bear': 56 (5.8%) + 'North Carolina': 55 (5.7%) + 'gay photoshop genius': 50 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 256,268/256,268 (100.0%) +Types: NoneType:205,359, str:50,909 +Null/Empty: null:205,359 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 50,909 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:230,084 (89.8%), false:26,184 (10.2%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:205,451 (80.2%), false:50,817 (19.8%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:0 (0.0%), false:256,268 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 256,268/256,268 (100.0%) +Types: int:256,268 +Numeric values: 256,268 total +Numeric range: min:1,220,227,204, max:1,222,819,172, avg:1221543066.5 +Numeric std dev: 750448.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 256,268/256,268 (100.0%) +Types: NoneType:256,268 +Null/Empty: null:256,268 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +Null/Empty: empty_str:2 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 54 (0.0%) + 'self.reddit.com': 39 (0.0%) + 'nytimes.com': 25 (0.0%) + 'huffingtonpost.com': 18 (0.0%) + 'flickr.com': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,267, float:1 +Booleans: true:0 (0.0%), false:256,267 (100.0%) +Numeric values: 1 total +Numeric range: min:1,475,176,611.0, max:1,475,176,611.0, avg:1475176611.0 +Unique numbers tracked: 1 +Numeric values distribution: + 1,475,176,611.0: 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 256,268/256,268 (100.0%) +Types: int:256,268 +Numeric values: 256,268 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 256,268 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:0 (0.0%), false:256,268 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:4 (0.0%), false:256,264 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6mtzb': 1 (0.0%) + '6njce': 1 (0.0%) + '6q8oj': 1 (0.0%) + '6vbp0': 1 (0.0%) + '6yd4u': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:117,264 (45.8%), false:139,004 (54.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:0 (0.0%), false:256,268 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:8,258 (3.2%), false:248,010 (96.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:0 (0.0%), false:256,268 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 256,268/256,268 (100.0%) +Types: NoneType:256,251, str:17 +Null/Empty: null:256,251, empty_str:3 +String length avg: 10.9 +Unique strings tracked: 10 +String values distribution: + 'nonwhitelistedchannel': 5 (35.7%) + 'ten': 1 (7.1%) + 'puretech': 1 (7.1%) + 'news': 1 (7.1%) + 'Sports': 1 (7.1%) + 'removed': 1 (7.1%) + 'three': 1 (7.1%) + 'red': 1 (7.1%) + 'faq': 1 (7.1%) + 'twentytwo': 1 (7.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 256,268/256,268 (100.0%) +Types: list:256,268 +Null/Empty: empty_arr:256,251 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 256,268/256,268 (100.0%) +Types: NoneType:256,251, str:17 +Null/Empty: null:256,251 +String length avg: 15.5 +Unique strings tracked: 12 +Top 5 string values: + 'Non-whitelisted Youtube Channel': 5 (29.4%) + '👎 shitpost': 2 (11.8%) + 'Psychology': 1 (5.9%) + 'Pure Tech': 1 (5.9%) + 'News': 1 (5.9%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 256,268 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 256,251 (100.0%) + 'richtext': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:0 (0.0%), false:256,268 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 256,268/256,268 (100.0%) +Types: NoneType:256,260, dict:8 +Null/Empty: null:256,260 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 256,268/256,268 (100.0%) +Types: dict:256,268 +Null/Empty: empty_obj:256,260 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:191,084 (74.6%), false:65,184 (25.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 256,268/256,268 (100.0%) +Types: int:256,268 +Numeric values: 256,268 total +Numeric range: min:0, max:1,425, avg:2.4 +Numeric std dev: 18.1 +Unique numbers tracked: 431 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 256,268/256,268 (100.0%) +Types: int:256,268 +Numeric values: 256,268 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 256,268 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:2,548 (1.0%), false:253,720 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 256,268/256,268 (100.0%) +Types: str:240,663, NoneType:15,605 +Null/Empty: null:15,605 +String length avg: 7.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 230,084 (95.6%) + 'promo_specified': 6,862 (2.9%) + 'promo_adult_nsfw': 2,169 (0.9%) + 'promo_all': 783 (0.3%) + 'promo_adult': 414 (0.2%) + 'no_ads': 344 (0.1%) + 'house_only': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +String length avg: 66.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/comments/6mtzb/time_warner_cable_to_block_all_use...': 1 (0.0%) + '/comments/6njce/do_not_be_fooled_by_impostors/': 1 (0.0%) + '/comments/6q8oj/thank_you_adobe_reader_9/': 1 (0.0%) + '/comments/6vbp0/wacky_words/': 1 (0.0%) + '/comments/6yd4u/six_common_myths_about_language/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 256,268/256,268 (100.0%) +Types: int:256,268 +Numeric values: 256,268 total +Numeric range: min:1,522,694,754, max:1,522,707,776, avg:1522705745.7 +Numeric std dev: 1165.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 256,268 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 256,268/256,268 (100.0%) +Types: int:256,268 +Numeric values: 256,268 total +Numeric range: min:0, max:4,957, avg:7.3 +Numeric std dev: 56.9 +Unique numbers tracked: 878 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 256,268/256,268 (100.0%) +Types: NoneType:256,260, dict:8 +Null/Empty: null:256,260 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 256,268/256,268 (100.0%) +Types: dict:256,268 +Null/Empty: empty_obj:256,260 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +Null/Empty: empty_str:220,479 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 34,972 (97.7%) + '[removed]': 817 (2.3%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:256,268 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:0 (0.0%), false:256,268 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:0 (0.0%), false:256,268 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 56,520 (22.1%) + 'politics': 17,200 (6.7%) + 'technology': 4,219 (1.6%) + 'pics': 4,144 (1.6%) + 'worldnews': 3,403 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 56,520 (22.1%) + 't5_2cneq': 17,200 (6.7%) + 't5_2qh16': 4,219 (1.6%) + 't5_2qh0u': 4,144 (1.6%) + 't5_2qh13': 3,403 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 56,520 (22.1%) + 'r/politics': 17,200 (6.7%) + 'r/technology': 4,219 (1.6%) + 'r/pics': 4,144 (1.6%) + 'r/worldnews': 3,403 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 142,554 (55.6%) + 'archived': 112,364 (43.8%) + 'restricted': 1,350 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 256,268/256,268 (100.0%) +Types: NoneType:251,107, str:5,161 +Null/Empty: null:251,107 +String length avg: 9.3 +Unique strings tracked: 5 +String values distribution: + 'confidence': 4,605 (89.2%) + 'new': 488 (9.5%) + 'old': 42 (0.8%) + 'top': 23 (0.4%) + 'controversial': 3 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +Null/Empty: empty_str:86,542 +String length avg: 7.0 +Unique strings tracked: 105 +Top 5 string values: + 'default': 164,537 (96.9%) + 'self': 5,086 (3.0%) + 'https://b.thumbs.redditmedia.com/JYXs2kgedi9t8KlHS...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/75SS976JebJQczqAf...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/6FT2Vo68boTX6LwQa...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +String length avg: 54.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'vietnam travel, vietnam holidays,vietnam tours,vie...': 4 (0.0%) + 'The Principia Cybernetica Web': 3 (0.0%) + 'Tonigh is hockey time': 3 (0.0%) + 'Hostgator review after 18 months hosted': 3 (0.0%) + 'A sneak peek of the official new McCain-Palin post...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +String length avg: 69.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.americablog.com/2008/08/what-earrings-w...': 3 (0.0%) + 'http://pespmc1.vub.ac.be/PCP-book.html': 3 (0.0%) + 'http://anthemchallenge.cbc.ca/mediadetail/328489': 3 (0.0%) + 'http://www.hostgatorreview.org/hostgator-review-af...': 3 (0.0%) + 'http://www.wetherobots.com/2008/08/28/company-poli...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 256,268/256,268 (100.0%) +Types: str:240,663, NoneType:15,605 +Null/Empty: null:15,605 +String length avg: 7.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 229,641 (95.4%) + 'promo_specified': 6,862 (2.9%) + 'promo_adult_nsfw': 2,620 (1.1%) + 'promo_all': 777 (0.3%) + 'promo_adult': 412 (0.2%) + 'no_ads': 344 (0.1%) + 'house_only': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 205,451/256,268 (80.2%) +Types: list:205,451 +Null/Empty: empty_arr:204,480 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 205,451/256,268 (80.2%) +Types: str:205,451 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 204,480 (99.5%) + 'richtext': 971 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 169,726/256,268 (66.2%) +Types: NoneType:169,615, int:111 +Null/Empty: null:169,615 +Numeric values: 111 total +Numeric range: min:16, max:140, avg:103.5 +Numeric std dev: 31.8 +Unique numbers tracked: 40 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 169,726/256,268 (66.2%) +Types: NoneType:169,615, int:111 +Null/Empty: null:169,615 +Numeric values: 111 total +Numeric range: min:16, max:140, avg:131.3 +Numeric std dev: 24.5 +Unique numbers tracked: 5 +Numeric values distribution: + 140: 98 (88.3%) + 70: 10 (9.0%) + 16: 1 (0.9%) + 69: 1 (0.9%) + 64: 1 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,178/256,268 (1.6%) +Types: bool:4,178 +Booleans: true:0 (0.0%), false:4,178 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,178/256,268 (1.6%) +Types: bool:4,178 +Booleans: true:0 (0.0%), false:4,178 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,178/256,268 (1.6%) +Types: bool:4,178 +Booleans: true:0 (0.0%), false:4,178 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,178/256,268 (1.6%) +Types: bool:4,178 +Booleans: true:0 (0.0%), false:4,178 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 811/256,268 (0.3%) +Types: bool:811 +Booleans: true:811 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 103/256,268 (0.0%) +Types: str:103 +String length avg: 4.3 +Unique strings tracked: 3 +String values distribution: + 'link': 92 (89.3%) + 'image': 6 (5.8%) + 'rich:video': 5 (4.9%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 103/256,268 (0.0%) +Types: dict:103 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 18/256,268 (0.0%) +Types: NoneType:18 +Null/Empty: null:18 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 18/256,268 (0.0%) +Types: NoneType:18 +Null/Empty: null:18 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 18/256,268 (0.0%) +Types: str:14, NoneType:4 +Null/Empty: null:4 +String length avg: 7.5 +Unique strings tracked: 14 +Top 5 string values: + 't2_1vdi': 1 (7.1%) + 't2_34hzo': 1 (7.1%) + 't2_300dx': 1 (7.1%) + 't2_20z8g': 1 (7.1%) + 't2_32hb1': 1 (7.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 18/256,268 (0.0%) +Types: NoneType:18 +Null/Empty: null:18 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 18/256,268 (0.0%) +Types: NoneType:18 +Null/Empty: null:18 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 18/256,268 (0.0%) +Types: NoneType:18 +Null/Empty: null:18 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 18/256,268 (0.0%) +Types: list:18 +Null/Empty: empty_arr:18 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 18/256,268 (0.0%) +Types: list:18 +Null/Empty: empty_arr:18 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 18/256,268 (0.0%) +Types: str:18 +String length avg: 62.8 +Unique strings tracked: 18 +Top 5 string values: + 'http://news.cnet.com/8301-13578_3-9964895-38.html': 1 (5.6%) + 'http://images.encyclopediadramatica.com/images/c/c...': 1 (5.6%) + 'http://blog.micropledge.com/2008/07/adobe-reader-9...': 1 (5.6%) + 'http://robertstevenson.wordpress.com/2008/08/07/wa...': 1 (5.6%) + 'http://grammar.about.com/od/words/a/langmyths6.htm': 1 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 18/256,268 (0.0%) +Types: bool:18 +Booleans: true:0 (0.0%), false:18 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 18/256,268 (0.0%) +Types: str:18 +Null/Empty: empty_str:18 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 18/256,268 (0.0%) +Types: NoneType:18 +Null/Empty: null:18 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 18/256,268 (0.0%) +Types: dict:18 +Null/Empty: empty_obj:18 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 18/256,268 (0.0%) +Types: NoneType:18 +Null/Empty: null:18 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 18/256,268 (0.0%) +Types: bool:18 +Booleans: true:18 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 18/256,268 (0.0%) +Types: NoneType:18 +Null/Empty: null:18 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 18/256,268 (0.0%) +Types: NoneType:18 +Null/Empty: null:18 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 18/256,268 (0.0%) +Types: NoneType:18 +Null/Empty: null:18 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 18/256,268 (0.0%) +Types: list:18 +Null/Empty: empty_arr:18 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 18/256,268 (0.0%) +Types: NoneType:18 +Null/Empty: null:18 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 18/256,268 (0.0%) +Types: NoneType:18 +Null/Empty: null:18 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 8/256,268 (0.0%) +Types: str:8 +Null/Empty: empty_str:8 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 2/256,268 (0.0%) +Types: str:2 +String length avg: 36.0 +Unique strings tracked: 2 +String values distribution: + '61a5ce90-74a5-11e7-a4de-0e5517db016e': 1 (50.0%) + 'b6f7a02a-74a6-11e7-8ebf-0e76a733d78a': 1 (50.0%) + +================================================================================ + +================================================================================ +FILE: RS_2008-10.jsonl +Analysis Time: 2026-01-15 06:12:53 +================================================================================ +Total lines: 282,974 +Processed lines: 282,974 +Total unique fields: 86 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:282,969 (100.0%), false:5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 511 (0.2%) + 'rmuser': 36 (0.0%) + 'charlatan': 31 (0.0%) + 'swampsparrow': 22 (0.0%) + 'IAmperfectlyCalm': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 282,974/282,974 (100.0%) +Types: NoneType:227,336, str:55,638 +Null/Empty: null:227,336, empty_str:55,637 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + '#edeff1': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 282,974/282,974 (100.0%) +Types: NoneType:281,826, str:1,148 +Null/Empty: null:281,826, empty_str:124 +String length avg: 8.5 +Unique strings tracked: 141 +Top 5 string values: + 'psn': 117 (11.4%) + 'california-flag': 109 (10.6%) + 'northcarolina-flag': 53 (5.2%) + 'ON': 52 (5.1%) + 'biological': 49 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 282,974/282,974 (100.0%) +Types: NoneType:281,676, str:1,298 +Null/Empty: null:281,676, empty_str:95 +String length avg: 13.1 +Unique strings tracked: 169 +Top 5 string values: + 'California': 109 (9.1%) + 'mastabling': 90 (7.5%) + 'North Carolina': 53 (4.4%) + 'Ontario': 52 (4.3%) + 'Moderator | Disease & Human Evolution': 49 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 282,974/282,974 (100.0%) +Types: NoneType:227,336, str:55,638 +Null/Empty: null:227,336 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 55,638 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:248,564 (87.8%), false:34,410 (12.2%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:227,486 (80.4%), false:55,488 (19.6%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:0 (0.0%), false:282,974 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 282,974/282,974 (100.0%) +Types: int:282,974 +Numeric values: 282,974 total +Numeric range: min:1,222,819,230, max:1,225,497,591, avg:1224185847.5 +Numeric std dev: 780230.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 282,974/282,974 (100.0%) +Types: NoneType:282,974 +Null/Empty: null:282,974 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 58 (0.0%) + 'london-airport-shuttle.co.uk': 43 (0.0%) + 'self.reddit.com': 23 (0.0%) + 'huffingtonpost.com': 18 (0.0%) + 'squidoo.com': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,973, float:1 +Booleans: true:0 (0.0%), false:282,973 (100.0%) +Numeric values: 1 total +Numeric range: min:1,491,652,214.0, max:1,491,652,214.0, avg:1491652214.0 +Unique numbers tracked: 1 +Numeric values distribution: + 1,491,652,214.0: 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 282,974/282,974 (100.0%) +Types: int:282,974 +Numeric values: 282,974 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 282,973 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:0 (0.0%), false:282,974 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:0 (0.0%), false:282,974 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '74i2d': 1 (0.0%) + '74i2e': 1 (0.0%) + '74i2f': 1 (0.0%) + '74i2g': 1 (0.0%) + '74i2h': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:133,971 (47.3%), false:149,003 (52.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:0 (0.0%), false:282,974 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:9,405 (3.3%), false:273,569 (96.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:0 (0.0%), false:282,974 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 282,974/282,974 (100.0%) +Types: NoneType:282,963, str:11 +Null/Empty: null:282,963, empty_str:4 +String length avg: 11.1 +Unique strings tracked: 4 +String values distribution: + 'nonwhitelistedchannel': 3 (42.9%) + 'red': 2 (28.6%) + 'five': 1 (14.3%) + 'legal': 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 282,974/282,974 (100.0%) +Types: list:282,974 +Null/Empty: empty_arr:282,963 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 282,974/282,974 (100.0%) +Types: NoneType:282,963, str:11 +Null/Empty: null:282,963 +String length avg: 14.2 +Unique strings tracked: 7 +String values distribution: + 'Non-whitelisted Youtube Channel': 3 (27.3%) + 'Video': 2 (18.2%) + 'R1: Political': 2 (18.2%) + 'Politics': 1 (9.1%) + 'FIRST POST': 1 (9.1%) + 'Legal': 1 (9.1%) + 'Meta': 1 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 282,974 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 282,963 (100.0%) + 'richtext': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:0 (0.0%), false:282,974 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 282,974/282,974 (100.0%) +Types: NoneType:282,960, dict:14 +Null/Empty: null:282,960 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 282,974/282,974 (100.0%) +Types: dict:282,974 +Null/Empty: empty_obj:282,960 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:204,842 (72.4%), false:78,132 (27.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 282,974/282,974 (100.0%) +Types: int:282,974 +Numeric values: 282,974 total +Numeric range: min:0, max:3,657, avg:2.6 +Numeric std dev: 19.7 +Unique numbers tracked: 467 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 282,974/282,974 (100.0%) +Types: int:282,974 +Numeric values: 282,974 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 282,974 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:3,628 (1.3%), false:279,346 (98.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 282,974/282,974 (100.0%) +Types: str:261,510, NoneType:21,464 +Null/Empty: null:21,464 +String length avg: 7.4 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 248,564 (95.0%) + 'promo_specified': 8,013 (3.1%) + 'promo_adult_nsfw': 3,186 (1.2%) + 'promo_adult': 681 (0.3%) + 'promo_all': 540 (0.2%) + 'no_ads': 521 (0.2%) + 'house_only': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/74i2d/very_interesting_inte...': 1 (0.0%) + '/r/entertainment/comments/74i2e/another_way_to_die...': 1 (0.0%) + '/r/reddit.com/comments/74i2f/something_light_somet...': 1 (0.0%) + '/r/technology/comments/74i2g/awesome_case_mod_6_pc...': 1 (0.0%) + '/r/funny/comments/74i2h/7_year_old_in_trouble_for_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 282,974/282,974 (100.0%) +Types: int:282,974 +Numeric values: 282,974 total +Numeric range: min:1,522,707,776, max:1,522,761,381, avg:1522752964.9 +Numeric std dev: 17037.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 282,974 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 282,974/282,974 (100.0%) +Types: int:282,974 +Numeric values: 282,974 total +Numeric range: min:0, max:5,078, avg:7.7 +Numeric std dev: 59.9 +Unique numbers tracked: 944 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 282,974/282,974 (100.0%) +Types: NoneType:282,960, dict:14 +Null/Empty: null:282,960 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 282,974/282,974 (100.0%) +Types: dict:282,974 +Null/Empty: empty_obj:282,960 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +Null/Empty: empty_str:244,446 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 36,630 (95.1%) + '[removed]': 1,898 (4.9%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:282,974 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:0 (0.0%), false:282,974 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:0 (0.0%), false:282,974 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 53,395 (18.9%) + 'politics': 18,890 (6.7%) + 'pics': 4,414 (1.6%) + 'business': 4,273 (1.5%) + 'funny': 3,347 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 6.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 53,395 (18.9%) + 't5_2cneq': 18,890 (6.7%) + 't5_2qh0u': 4,414 (1.6%) + 't5_2qgzg': 4,273 (1.5%) + 't5_2qh33': 3,347 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 53,395 (18.9%) + 'r/politics': 18,890 (6.7%) + 'r/pics': 4,414 (1.6%) + 'r/business': 4,273 (1.5%) + 'r/funny': 3,347 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 6.8 +Unique strings tracked: 3 +String values distribution: + 'public': 167,548 (59.2%) + 'archived': 113,902 (40.3%) + 'restricted': 1,524 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 282,974/282,974 (100.0%) +Types: NoneType:277,101, str:5,873 +Null/Empty: null:277,101 +String length avg: 9.2 +Unique strings tracked: 4 +String values distribution: + 'confidence': 5,229 (89.0%) + 'new': 604 (10.3%) + 'top': 38 (0.6%) + 'old': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +Null/Empty: empty_str:101,330 +String length avg: 7.0 +Unique strings tracked: 117 +Top 5 string values: + 'default': 176,368 (97.1%) + 'self': 5,161 (2.8%) + 'https://b.thumbs.redditmedia.com/ve3KZUX6xE3LO8EFB...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/qtciLH3mAYc3eLiYt...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/pIo8bvfNRXBgzqip_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 54.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Search Google from 2001!': 3 (0.0%) + 'Obama, McCain, Biden all to vote on bailout bill': 3 (0.0%) + 'Causa de la crisis financiera': 2 (0.0%) + 'What The World Thinks Of Our Financial Bailout / B...': 2 (0.0%) + 'More Katie Couric Photoshop Surgery...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 69.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://googleblog.blogspot.com/2008/09/2001-search...': 3 (0.0%) + 'http://www.nysun.com/business/fed-pumps-630-billio...': 3 (0.0%) + 'http://money.cnn.com/2008/09/30/news/economy/bailo...': 3 (0.0%) + 'http://www.huffingtonpost.com/2008/09/30/liberal-d...': 3 (0.0%) + 'http://www.cnn.com/2008/POLITICS/09/30/campaign.wr...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 282,974/282,974 (100.0%) +Types: str:261,510, NoneType:21,464 +Null/Empty: null:21,464 +String length avg: 7.4 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 248,112 (94.9%) + 'promo_specified': 8,013 (3.1%) + 'promo_adult_nsfw': 3,644 (1.4%) + 'promo_adult': 676 (0.3%) + 'promo_all': 539 (0.2%) + 'no_ads': 521 (0.2%) + 'house_only': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 227,486/282,974 (80.4%) +Types: list:227,486 +Null/Empty: empty_arr:226,283 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 227,486/282,974 (80.4%) +Types: str:227,486 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 226,283 (99.5%) + 'richtext': 1,203 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 181,644/282,974 (64.2%) +Types: NoneType:181,521, int:123 +Null/Empty: null:181,521 +Numeric values: 123 total +Numeric range: min:19, max:140, avg:101.7 +Numeric std dev: 29.7 +Unique numbers tracked: 29 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 181,644/282,974 (64.2%) +Types: NoneType:181,521, int:123 +Null/Empty: null:181,521 +Numeric values: 123 total +Numeric range: min:70, max:140, avg:131.5 +Numeric std dev: 22.9 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 108 (87.8%) + 70: 15 (12.2%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,608/282,974 (1.6%) +Types: bool:4,608 +Booleans: true:1 (0.0%), false:4,607 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,608/282,974 (1.6%) +Types: bool:4,608 +Booleans: true:0 (0.0%), false:4,608 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,608/282,974 (1.6%) +Types: bool:4,608 +Booleans: true:0 (0.0%), false:4,608 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,608/282,974 (1.6%) +Types: bool:4,608 +Booleans: true:0 (0.0%), false:4,608 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 419/282,974 (0.1%) +Types: bool:419 +Booleans: true:419 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 115/282,974 (0.0%) +Types: str:115 +String length avg: 4.7 +Unique strings tracked: 3 +String values distribution: + 'link': 94 (81.7%) + 'rich:video': 11 (9.6%) + 'image': 10 (8.7%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 115/282,974 (0.0%) +Types: dict:115 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 5/282,974 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 5/282,974 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 5/282,974 (0.0%) +Types: str:5 +String length avg: 7.0 +Unique strings tracked: 3 +String values distribution: + 't2_1wh0': 3 (60.0%) + 't2_1wnj': 1 (20.0%) + 't2_7onf': 1 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 5/282,974 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 5/282,974 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 5/282,974 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 5/282,974 (0.0%) +Types: list:5 +Null/Empty: empty_arr:5 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 5/282,974 (0.0%) +Types: list:5 +Null/Empty: empty_arr:5 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 5/282,974 (0.0%) +Types: str:5 +String length avg: 56.6 +Unique strings tracked: 5 +String values distribution: + 'http://blog.reddit.com/2008/10/new-buttons-and-wid...': 1 (20.0%) + 'http://www.reddit.com/socialite/': 1 (20.0%) + 'http://blog.reddit.com/2008/10/reddit-and-independ...': 1 (20.0%) + 'https://www.reddit.com/comments/7abbh/hey_reddit_m...': 1 (20.0%) + 'http://blog.reddit.com/2008/10/welcome-erik.html': 1 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 5/282,974 (0.0%) +Types: bool:5 +Booleans: true:0 (0.0%), false:5 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 5/282,974 (0.0%) +Types: str:5 +Null/Empty: empty_str:5 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 5/282,974 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 5/282,974 (0.0%) +Types: dict:5 +Null/Empty: empty_obj:5 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 5/282,974 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 5/282,974 (0.0%) +Types: bool:5 +Booleans: true:5 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 5/282,974 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 5/282,974 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 5/282,974 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 5/282,974 (0.0%) +Types: list:5 +Null/Empty: empty_arr:5 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 5/282,974 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 5/282,974 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 3/282,974 (0.0%) +Types: str:3 +Null/Empty: empty_str:3 + +================================================================================ + +================================================================================ +FILE: RS_2008-11.jsonl +Analysis Time: 2026-01-15 06:13:11 +================================================================================ +Total lines: 272,505 +Processed lines: 272,505 +Total unique fields: 86 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:272,503 (100.0%), false:2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 447 (0.2%) + 'dirtyp': 58 (0.0%) + 'violetplanet': 31 (0.0%) + 'gst': 24 (0.0%) + 'qgyh2': 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 272,505/272,505 (100.0%) +Types: NoneType:220,105, str:52,400 +Null/Empty: null:220,105, empty_str:52,400 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 272,505/272,505 (100.0%) +Types: NoneType:271,397, str:1,108 +Null/Empty: null:271,397, empty_str:129 +String length avg: 7.7 +Unique strings tracked: 182 +Top 5 string values: + 'cnty-england': 113 (11.5%) + 'psn': 79 (8.1%) + 'purple': 75 (7.7%) + 'ON': 64 (6.5%) + 'no-knight': 39 (4.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 272,505/272,505 (100.0%) +Types: NoneType:271,220, str:1,285 +Null/Empty: null:271,220, empty_str:96 +String length avg: 12.7 +Unique strings tracked: 228 +Top 5 string values: + 'Kent': 110 (9.3%) + 'Literally a teddy bear': 75 (6.3%) + 'mastabling': 72 (6.1%) + 'Ontario': 64 (5.4%) + 'Co-founder': 53 (4.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 272,505/272,505 (100.0%) +Types: NoneType:220,105, str:52,400 +Null/Empty: null:220,105 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 52,400 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:234,791 (86.2%), false:37,714 (13.8%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:220,201 (80.8%), false:52,304 (19.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:0 (0.0%), false:272,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 272,505/272,505 (100.0%) +Types: int:272,505 +Numeric values: 272,505 total +Numeric range: min:1,225,497,616, max:1,228,089,594, avg:1226776290.6 +Numeric std dev: 723245.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 272,505/272,505 (100.0%) +Types: NoneType:272,504, str:1 +Null/Empty: null:272,504 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + 'moderator': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 85 (0.0%) + 'waronyou.com': 36 (0.0%) + 'self.reddit.com': 29 (0.0%) + 'huffingtonpost.com': 20 (0.0%) + 'big-boobs.lumrax.com': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:0 (0.0%), false:272,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 272,505/272,505 (100.0%) +Types: int:272,505 +Numeric values: 272,505 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 272,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:0 (0.0%), false:272,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:0 (0.0%), false:272,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '7amgj': 1 (0.0%) + '7amgk': 1 (0.0%) + '7amgl': 1 (0.0%) + '7amgm': 1 (0.0%) + '7amgn': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:122,007 (44.8%), false:150,498 (55.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:0 (0.0%), false:272,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:9,409 (3.5%), false:263,096 (96.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:0 (0.0%), false:272,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 272,505/272,505 (100.0%) +Types: NoneType:272,498, str:7 +Null/Empty: null:272,498, empty_str:2 +String length avg: 13.4 +Unique strings tracked: 4 +String values distribution: + 'nonwhitelistedchannel': 2 (40.0%) + 'normal': 1 (20.0%) + 'legal': 1 (20.0%) + 'notappropriate': 1 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 272,505/272,505 (100.0%) +Types: list:272,505 +Null/Empty: empty_arr:272,497 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 272,505/272,505 (100.0%) +Types: NoneType:272,497, str:8 +Null/Empty: null:272,497 +String length avg: 18.1 +Unique strings tracked: 7 +String values distribution: + 'Non-whitelisted Youtube Channel': 2 (25.0%) + 'Old News': 1 (12.5%) + 'Uninteresting Pic undescriptive title': 1 (12.5%) + 'Image Gallery': 1 (12.5%) + 'Legal': 1 (12.5%) + 'Video': 1 (12.5%) + 'Not Appropriate': 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 272,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 272,497 (100.0%) + 'richtext': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:0 (0.0%), false:272,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 272,505/272,505 (100.0%) +Types: NoneType:272,492, dict:13 +Null/Empty: null:272,492 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 272,505/272,505 (100.0%) +Types: dict:272,505 +Null/Empty: empty_obj:272,492 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:207,071 (76.0%), false:65,434 (24.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 272,505/272,505 (100.0%) +Types: int:272,505 +Numeric values: 272,505 total +Numeric range: min:0, max:1,934, avg:2.7 +Numeric std dev: 19.5 +Unique numbers tracked: 467 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 272,505/272,505 (100.0%) +Types: int:272,505 +Numeric values: 272,505 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 272,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:5,437 (2.0%), false:267,068 (98.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 272,505/272,505 (100.0%) +Types: str:250,612, NoneType:21,893 +Null/Empty: null:21,893 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 234,791 (93.7%) + 'promo_specified': 8,898 (3.6%) + 'promo_adult_nsfw': 4,967 (2.0%) + 'promo_adult': 929 (0.4%) + 'promo_all': 616 (0.2%) + 'no_ads': 401 (0.2%) + 'house_only': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 65.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/web_design/comments/7amgj/coincidence_i_think_n...': 1 (0.0%) + '/r/worldnews/comments/7amgk/cheetah_gets_loose_on_...': 1 (0.0%) + '/r/technology/comments/7amgl/adsspy_9_sites_by_thi...': 1 (0.0%) + '/r/reddit.com/comments/7amgm/10_reasons_it_doesnt_...': 1 (0.0%) + '/r/politics/comments/7amgn/excellent_map_of_poll_c...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 272,505/272,505 (100.0%) +Types: int:272,505 +Numeric values: 272,505 total +Numeric range: min:1,522,761,381, max:1,522,765,715, avg:1522763544.5 +Numeric std dev: 1253.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 272,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 272,505/272,505 (100.0%) +Types: int:272,505 +Numeric values: 272,505 total +Numeric range: min:0, max:8,538, avg:6.9 +Numeric std dev: 60.7 +Unique numbers tracked: 877 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 272,505/272,505 (100.0%) +Types: NoneType:272,492, dict:13 +Null/Empty: null:272,492 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 272,505/272,505 (100.0%) +Types: dict:272,505 +Null/Empty: empty_obj:272,492 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +Null/Empty: empty_str:235,951 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 35,465 (97.0%) + '[removed]': 1,089 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:272,505 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:2 (0.0%), false:272,503 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:0 (0.0%), false:272,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 42,618 (15.6%) + 'politics': 14,117 (5.2%) + 'pics': 4,313 (1.6%) + 'technology': 2,879 (1.1%) + 'funny': 2,819 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 6.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 42,618 (15.6%) + 't5_2cneq': 14,117 (5.2%) + 't5_2qh0u': 4,313 (1.6%) + 't5_2qh16': 2,879 (1.1%) + 't5_2qh33': 2,819 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 42,618 (15.6%) + 'r/politics': 14,117 (5.2%) + 'r/pics': 4,313 (1.6%) + 'r/technology': 2,879 (1.1%) + 'r/funny': 2,819 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 156,397 (57.4%) + 'archived': 114,431 (42.0%) + 'restricted': 1,677 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 272,505/272,505 (100.0%) +Types: NoneType:266,066, str:6,439 +Null/Empty: null:266,066 +String length avg: 9.1 +Unique strings tracked: 5 +String values distribution: + 'confidence': 5,653 (87.8%) + 'new': 720 (11.2%) + 'top': 57 (0.9%) + 'qa': 7 (0.1%) + 'old': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +Null/Empty: empty_str:92,106 +String length avg: 7.0 +Unique strings tracked: 121 +Top 5 string values: + 'default': 174,525 (96.7%) + 'self': 5,754 (3.2%) + 'https://b.thumbs.redditmedia.com/LLJONfVdVEcDf1UM9...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/ncilW8RRDDf6Y4fKO...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/37u7KvO8XE5c8Y3d9...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 51.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'BushCorp: A Last Push To Deregulate & Serve Hi...': 4 (0.0%) + 'Vermonters Stand Up To War Profiteer General Dynam...': 3 (0.0%) + 'Bush Administration Christmas Gift to Oil Companie...': 3 (0.0%) + 'Should Women Who have Abortions Be Compared to Rap...': 3 (0.0%) + 'Lazard Capital Markets settles charges, Pays 2.8 M...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 69.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.commondreams.org/newswire/2008/10/30-16': 5 (0.0%) + 'http://www.commondreams.org/headline/2008/10/30-8': 4 (0.0%) + 'http://www.commondreams.org/newswire/2008/10/29-12': 4 (0.0%) + 'http://www.ft.com/cms/s/0/9af490b2-a6d9-11dd-95be-...': 4 (0.0%) + 'http://www.washingtonpost.com/wp-dyn/content/artic...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 272,505/272,505 (100.0%) +Types: str:250,612, NoneType:21,893 +Null/Empty: null:21,893 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 234,304 (93.5%) + 'promo_specified': 8,898 (3.6%) + 'promo_adult_nsfw': 5,463 (2.2%) + 'promo_adult': 925 (0.4%) + 'promo_all': 611 (0.2%) + 'no_ads': 401 (0.2%) + 'house_only': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 220,201/272,505 (80.8%) +Types: list:220,201 +Null/Empty: empty_arr:219,012 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 220,201/272,505 (80.8%) +Types: str:220,201 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 219,012 (99.5%) + 'richtext': 1,189 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 180,399/272,505 (66.2%) +Types: NoneType:180,271, int:128 +Null/Empty: null:180,271 +Numeric values: 128 total +Numeric range: min:16, max:140, avg:104.2 +Numeric std dev: 29.7 +Unique numbers tracked: 30 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 180,399/272,505 (66.2%) +Types: NoneType:180,271, int:128 +Null/Empty: null:180,271 +Numeric values: 128 total +Numeric range: min:16, max:140, avg:133.6 +Numeric std dev: 21.5 +Unique numbers tracked: 4 +Numeric values distribution: + 140: 117 (91.4%) + 70: 9 (7.0%) + 69: 1 (0.8%) + 16: 1 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,805/272,505 (1.8%) +Types: bool:4,805 +Booleans: true:1 (0.0%), false:4,804 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,805/272,505 (1.8%) +Types: bool:4,805 +Booleans: true:0 (0.0%), false:4,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,805/272,505 (1.8%) +Types: bool:4,805 +Booleans: true:0 (0.0%), false:4,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,805/272,505 (1.8%) +Types: bool:4,805 +Booleans: true:0 (0.0%), false:4,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 391/272,505 (0.1%) +Types: bool:391 +Booleans: true:391 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 120/272,505 (0.0%) +Types: str:120 +String length avg: 4.6 +Unique strings tracked: 3 +String values distribution: + 'link': 100 (83.3%) + 'rich:video': 11 (9.2%) + 'image': 9 (7.5%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 120/272,505 (0.0%) +Types: dict:120 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 3/272,505 (0.0%) +Types: NoneType:3 +Null/Empty: null:3 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 3/272,505 (0.0%) +Types: NoneType:3 +Null/Empty: null:3 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 3/272,505 (0.0%) +Types: str:2, NoneType:1 +Null/Empty: null:1 +String length avg: 7.5 +Unique strings tracked: 2 +String values distribution: + 't2_3aa9x': 1 (50.0%) + 't2_1wh0': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 3/272,505 (0.0%) +Types: NoneType:3 +Null/Empty: null:3 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 3/272,505 (0.0%) +Types: NoneType:3 +Null/Empty: null:3 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 3/272,505 (0.0%) +Types: NoneType:3 +Null/Empty: null:3 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 3/272,505 (0.0%) +Types: list:3 +Null/Empty: empty_arr:3 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 3/272,505 (0.0%) +Types: list:3 +Null/Empty: empty_arr:3 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 3/272,505 (0.0%) +Types: str:3 +String length avg: 48.3 +Unique strings tracked: 3 +String values distribution: + 'http://breadpig.com/spoiler_alert_im_the_fifth_cyl...': 1 (33.3%) + 'http://blog.reddit.com/2008/11/your-election-day-s...': 1 (33.3%) + 'http://www.google.com': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 3/272,505 (0.0%) +Types: bool:3 +Booleans: true:0 (0.0%), false:3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 3/272,505 (0.0%) +Types: str:3 +Null/Empty: empty_str:3 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 3/272,505 (0.0%) +Types: NoneType:3 +Null/Empty: null:3 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 3/272,505 (0.0%) +Types: dict:3 +Null/Empty: empty_obj:2 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 3/272,505 (0.0%) +Types: NoneType:3 +Null/Empty: null:3 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 3/272,505 (0.0%) +Types: bool:3 +Booleans: true:2 (66.7%), false:1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 3/272,505 (0.0%) +Types: NoneType:2, int:1 +Null/Empty: null:2 +Numeric values: 1 total +Numeric range: min:88,382, max:88,382, avg:88382.0 +Unique numbers tracked: 1 +Numeric values distribution: + 88,382: 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 3/272,505 (0.0%) +Types: NoneType:3 +Null/Empty: null:3 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 3/272,505 (0.0%) +Types: NoneType:3 +Null/Empty: null:3 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 3/272,505 (0.0%) +Types: list:3 +Null/Empty: empty_arr:3 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 3/272,505 (0.0%) +Types: NoneType:3 +Null/Empty: null:3 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 3/272,505 (0.0%) +Types: NoneType:3 +Null/Empty: null:3 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 2/272,505 (0.0%) +Types: str:2 +Null/Empty: empty_str:2 + +================================================================================ + +================================================================================ +FILE: RS_2008-12.jsonl +Analysis Time: 2026-01-15 06:13:33 +================================================================================ +Total lines: 283,915 +Processed lines: 283,915 +Total unique fields: 86 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:283,910 (100.0%), false:5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 422 (0.1%) + 'one010101': 35 (0.0%) + 'skygrl37': 31 (0.0%) + 'pleeplop': 16 (0.0%) + 'BravoLima': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 283,915/283,915 (100.0%) +Types: NoneType:226,487, str:57,428 +Null/Empty: null:226,487, empty_str:57,428 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 283,915/283,915 (100.0%) +Types: NoneType:282,775, str:1,140 +Null/Empty: null:282,775, empty_str:104 +String length avg: 7.8 +Unique strings tracked: 187 +Top 5 string values: + 'psn': 97 (9.4%) + 'cnty-england': 87 (8.4%) + 'ON': 70 (6.8%) + 'no-knight': 64 (6.2%) + 'artist': 56 (5.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 283,915/283,915 (100.0%) +Types: NoneType:282,658, str:1,257 +Null/Empty: null:282,658, empty_str:75 +String length avg: 13.1 +Unique strings tracked: 245 +Top 5 string values: + 'mastabling': 91 (7.7%) + 'Kent': 80 (6.8%) + 'Ontario': 70 (5.9%) + 'Co-founder': 42 (3.6%) + 'Editor': 38 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 283,915/283,915 (100.0%) +Types: NoneType:226,487, str:57,428 +Null/Empty: null:226,487 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 57,428 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:239,988 (84.5%), false:43,927 (15.5%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:226,571 (79.8%), false:57,344 (20.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:0 (0.0%), false:283,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 283,915/283,915 (100.0%) +Types: int:283,915 +Numeric values: 283,915 total +Numeric range: min:1,228,089,605, max:1,230,767,988, avg:1229364815.4 +Numeric std dev: 765201.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 283,915/283,915 (100.0%) +Types: NoneType:283,911, str:4 +Null/Empty: null:283,911 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + 'moderator': 4 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 48 (0.0%) + 'ehow.com': 30 (0.0%) + 'russiatoday.com': 27 (0.0%) + 'redorbit.com': 16 (0.0%) + 'nytimes.com': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,914, float:1 +Booleans: true:0 (0.0%), false:283,914 (100.0%) +Numeric values: 1 total +Numeric range: min:1,522,022,472.0, max:1,522,022,472.0, avg:1522022472.0 +Unique numbers tracked: 1 +Numeric values distribution: + 1,522,022,472.0: 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 283,915/283,915 (100.0%) +Types: int:283,915 +Numeric values: 283,915 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 283,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:0 (0.0%), false:283,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:3 (0.0%), false:283,912 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '7gjgw': 1 (0.0%) + '7gjgx': 1 (0.0%) + '7gjgy': 1 (0.0%) + '7gjgz': 1 (0.0%) + '7gjh0': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:124,601 (43.9%), false:159,314 (56.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:0 (0.0%), false:283,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:8,827 (3.1%), false:275,088 (96.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:0 (0.0%), false:283,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 283,915/283,915 (100.0%) +Types: NoneType:283,911, str:4 +Null/Empty: null:283,911, empty_str:1 +String length avg: 9.3 +Unique strings tracked: 3 +String values distribution: + 'legal': 1 (33.3%) + 'transportation': 1 (33.3%) + 'seventeen': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 283,915/283,915 (100.0%) +Types: list:283,915 +Null/Empty: empty_arr:283,911 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 283,915/283,915 (100.0%) +Types: NoneType:283,911, str:4 +Null/Empty: null:283,911 +String length avg: 10.8 +Unique strings tracked: 4 +String values distribution: + 'Legal': 1 (25.0%) + 'FIRST CJ POST': 1 (25.0%) + 'Transportation': 1 (25.0%) + 'Mathematics': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 283,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 283,911 (100.0%) + 'richtext': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:0 (0.0%), false:283,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 283,915/283,915 (100.0%) +Types: NoneType:283,904, dict:11 +Null/Empty: null:283,904 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 283,915/283,915 (100.0%) +Types: dict:283,915 +Null/Empty: empty_obj:283,904 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:221,954 (78.2%), false:61,961 (21.8%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 283,915/283,915 (100.0%) +Types: int:283,915 +Numeric values: 283,915 total +Numeric range: min:0, max:3,467, avg:2.7 +Numeric std dev: 21.1 +Unique numbers tracked: 489 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 283,915/283,915 (100.0%) +Types: int:283,915 +Numeric values: 283,915 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 283,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:8,229 (2.9%), false:275,686 (97.1%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 283,915/283,915 (100.0%) +Types: str:259,860, NoneType:24,055 +Null/Empty: null:24,055 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 239,988 (92.4%) + 'promo_specified': 9,901 (3.8%) + 'promo_adult_nsfw': 7,564 (2.9%) + 'promo_adult': 1,132 (0.4%) + 'promo_all': 653 (0.3%) + 'no_ads': 590 (0.2%) + 'house_only': 32 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 65.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/7gjgw/medvedev_has_welcomed...': 1 (0.0%) + '/r/celebrities/comments/7gjgx/britney_spears_kids_...': 1 (0.0%) + '/r/politics/comments/7gjgy/waning_support_from_the...': 1 (0.0%) + '/r/worldnews/comments/7gjgz/find_fans_of_runaway_b...': 1 (0.0%) + '/r/travel/comments/7gjh0/dollywoods_the_polar_expr...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 283,915/283,915 (100.0%) +Types: int:283,915 +Numeric values: 283,915 total +Numeric range: min:1,522,765,715, max:1,522,770,231, avg:1522767973.2 +Numeric std dev: 1302.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 283,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 283,915/283,915 (100.0%) +Types: int:283,915 +Numeric values: 283,915 total +Numeric range: min:0, max:5,396, avg:6.1 +Numeric std dev: 48.9 +Unique numbers tracked: 843 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 283,915/283,915 (100.0%) +Types: NoneType:283,904, dict:11 +Null/Empty: null:283,904 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 283,915/283,915 (100.0%) +Types: dict:283,915 +Null/Empty: empty_obj:283,904 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +Null/Empty: empty_str:243,232 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 39,921 (98.1%) + '[removed]': 762 (1.9%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:283,915 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:0 (0.0%), false:283,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:0 (0.0%), false:283,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 39,918 (14.1%) + 'politics': 4,677 (1.6%) + 'pics': 3,672 (1.3%) + 'worldnews': 3,178 (1.1%) + 'technology': 3,063 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 39,918 (14.1%) + 't5_2cneq': 4,677 (1.6%) + 't5_2qh0u': 3,672 (1.3%) + 't5_2qh13': 3,178 (1.1%) + 't5_2qh16': 3,063 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 39,918 (14.1%) + 'r/politics': 4,677 (1.6%) + 'r/pics': 3,672 (1.3%) + 'r/worldnews': 3,178 (1.1%) + 'r/technology': 3,063 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 158,250 (55.7%) + 'archived': 122,910 (43.3%) + 'restricted': 2,755 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 283,915/283,915 (100.0%) +Types: NoneType:277,170, str:6,745 +Null/Empty: null:277,170 +String length avg: 9.3 +Unique strings tracked: 4 +String values distribution: + 'confidence': 6,074 (90.1%) + 'new': 577 (8.6%) + 'top': 89 (1.3%) + 'qa': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +Null/Empty: empty_str:93,574 +String length avg: 7.0 +Unique strings tracked: 127 +Top 5 string values: + 'default': 184,671 (97.0%) + 'self': 5,545 (2.9%) + 'https://b.thumbs.redditmedia.com/pTs3qAUKdq7JG_us-...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/3fTwZs8wemfQLfE77...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/xFqcbJhGhg1FHehfh...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 51.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Central Bank of Russia Raises Refinance Rate Again...': 3 (0.0%) + 'Cyber Wars: Malware Attacks Increase International...': 3 (0.0%) + 'Bali Tourism News, We Have A Lot Of Information An...': 3 (0.0%) + 'Wolf-Cams: Watch Live Camera Action and Special Re...': 3 (0.0%) + 'Unexpected Animal Friendship in Antarctica (video)': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 69.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://muslimsagainstsharia.blogspot.com/2008/11/p...': 4 (0.0%) + 'http://www.russiatoday.com/wolves?': 4 (0.0%) + 'http://www.russiatoday.com/business/news/33947': 3 (0.0%) + 'http://www.theonion.com/content/node/38541/print': 3 (0.0%) + 'http://www.belfasttelegraph.co.uk/news/world-news/...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 283,915/283,915 (100.0%) +Types: str:259,860, NoneType:24,055 +Null/Empty: null:24,055 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 239,321 (92.1%) + 'promo_specified': 9,901 (3.8%) + 'promo_adult_nsfw': 8,244 (3.2%) + 'promo_adult': 1,127 (0.4%) + 'promo_all': 645 (0.2%) + 'no_ads': 590 (0.2%) + 'house_only': 32 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 226,571/283,915 (79.8%) +Types: list:226,571 +Null/Empty: empty_arr:225,389 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 226,571/283,915 (79.8%) +Types: str:226,571 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 225,389 (99.5%) + 'richtext': 1,182 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 190,341/283,915 (67.0%) +Types: NoneType:190,202, int:139 +Null/Empty: null:190,202 +Numeric values: 139 total +Numeric range: min:14, max:140, avg:102.5 +Numeric std dev: 32.9 +Unique numbers tracked: 44 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 190,341/283,915 (67.0%) +Types: NoneType:190,202, int:139 +Null/Empty: null:190,202 +Numeric values: 139 total +Numeric range: min:50, max:140, avg:129.9 +Numeric std dev: 25.6 +Unique numbers tracked: 4 +Numeric values distribution: + 140: 120 (86.3%) + 70: 15 (10.8%) + 50: 3 (2.2%) + 54: 1 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,136/283,915 (1.8%) +Types: bool:5,136 +Booleans: true:0 (0.0%), false:5,136 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,136/283,915 (1.8%) +Types: bool:5,136 +Booleans: true:0 (0.0%), false:5,136 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,136/283,915 (1.8%) +Types: bool:5,136 +Booleans: true:0 (0.0%), false:5,136 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,136/283,915 (1.8%) +Types: bool:5,136 +Booleans: true:0 (0.0%), false:5,136 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 251/283,915 (0.1%) +Types: bool:251 +Booleans: true:251 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 125/283,915 (0.0%) +Types: str:125 +String length avg: 4.2 +Unique strings tracked: 3 +String values distribution: + 'link': 113 (90.4%) + 'image': 9 (7.2%) + 'rich:video': 3 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 125/283,915 (0.0%) +Types: dict:125 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 7/283,915 (0.0%) +Types: NoneType:7 +Null/Empty: null:7 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 7/283,915 (0.0%) +Types: NoneType:7 +Null/Empty: null:7 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 7/283,915 (0.0%) +Types: str:6, NoneType:1 +Null/Empty: null:1 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 't2_1wh0': 4 (66.7%) + 't2_1w72': 2 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 7/283,915 (0.0%) +Types: NoneType:7 +Null/Empty: null:7 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 7/283,915 (0.0%) +Types: NoneType:7 +Null/Empty: null:7 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 7/283,915 (0.0%) +Types: NoneType:7 +Null/Empty: null:7 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 7/283,915 (0.0%) +Types: list:7 +Null/Empty: empty_arr:7 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 7/283,915 (0.0%) +Types: list:7 +Null/Empty: empty_arr:7 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 7/283,915 (0.0%) +Types: str:7 +String length avg: 52.3 +Unique strings tracked: 6 +String values distribution: + 'http://www.condenet.com/promo/smallbizprogram/swee...': 2 (28.6%) + 'http://www.baconbuzz.com/comments/7gk4n/congratula...': 1 (14.3%) + 'http://lolmagnetz.com/comments/f/spez_has_a_flavor...': 1 (14.3%) + 'http://hay': 1 (14.3%) + 'http://LegacyOfW.com': 1 (14.3%) + 'http://blog.reddit.com/2008/12/after-busy-week-fee...': 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 7/283,915 (0.0%) +Types: bool:7 +Booleans: true:0 (0.0%), false:7 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 7/283,915 (0.0%) +Types: str:7 +Null/Empty: empty_str:7 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 7/283,915 (0.0%) +Types: NoneType:7 +Null/Empty: null:7 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 7/283,915 (0.0%) +Types: dict:7 +Null/Empty: empty_obj:5 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 7/283,915 (0.0%) +Types: NoneType:7 +Null/Empty: null:7 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 7/283,915 (0.0%) +Types: bool:7 +Booleans: true:5 (71.4%), false:2 (28.6%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 7/283,915 (0.0%) +Types: int:7 +Numeric values: 7 total +Numeric range: min:88,097, max:88,740, avg:88545.9 +Numeric std dev: 240.8 +Unique numbers tracked: 3 +Numeric values distribution: + 88,740: 4 (57.1%) + 88,382: 2 (28.6%) + 88,097: 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 7/283,915 (0.0%) +Types: NoneType:7 +Null/Empty: null:7 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 7/283,915 (0.0%) +Types: NoneType:7 +Null/Empty: null:7 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 7/283,915 (0.0%) +Types: list:7 +Null/Empty: empty_arr:7 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 7/283,915 (0.0%) +Types: NoneType:7 +Null/Empty: null:7 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 7/283,915 (0.0%) +Types: NoneType:7 +Null/Empty: null:7 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 1/283,915 (0.0%) +Types: str:1 +Null/Empty: empty_str:1 + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2009.txt b/analysis/original_schema_analysis/submissions/analysis_report_2009.txt new file mode 100644 index 0000000000000000000000000000000000000000..1245f8a47ba7430551465f70d3fb05823f4a14a2 --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2009.txt @@ -0,0 +1,8284 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2009 +Analysis Started: 2026-01-15 06:13:47 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2009-01.jsonl +Analysis Time: 2026-01-15 06:14:09 +================================================================================ +Total lines: 331,060 +Processed lines: 331,060 +Total unique fields: 86 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:331,048 (100.0%), false:12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 582 (0.2%) + 'skygrl37': 58 (0.0%) + 'sunilnair': 27 (0.0%) + 'lastmovement': 19 (0.0%) + 'leski': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 331,060/331,060 (100.0%) +Types: NoneType:260,312, str:70,748 +Null/Empty: null:260,312, empty_str:70,748 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 331,060/331,060 (100.0%) +Types: NoneType:329,583, str:1,477 +Null/Empty: null:329,583, empty_str:231 +String length avg: 8.3 +Unique strings tracked: 203 +Top 5 string values: + 'cnty-england': 129 (10.4%) + 'psn': 101 (8.1%) + 'no-knight': 67 (5.4%) + 'indiana-flag': 58 (4.7%) + 'colorado-flag': 51 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 331,060/331,060 (100.0%) +Types: NoneType:329,521, str:1,539 +Null/Empty: null:329,521, empty_str:85 +String length avg: 12.5 +Unique strings tracked: 282 +Top 5 string values: + 'Kent': 124 (8.5%) + 'mastabling': 94 (6.5%) + 'Indiana': 58 (4.0%) + 'Colorado': 51 (3.5%) + 'Ontario': 50 (3.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 331,060/331,060 (100.0%) +Types: NoneType:260,312, str:70,748 +Null/Empty: null:260,312 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 70,748 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:278,537 (84.1%), false:52,523 (15.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:260,369 (78.6%), false:70,691 (21.4%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:0 (0.0%), false:331,060 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 331,060/331,060 (100.0%) +Types: int:331,060 +Numeric values: 331,060 total +Numeric range: min:1,230,768,001, max:1,233,446,396, avg:1232168587.7 +Numeric std dev: 752518.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 331,060/331,060 (100.0%) +Types: NoneType:331,057, str:3 +Null/Empty: null:331,057 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + 'moderator': 3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +Null/Empty: empty_str:1 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self.reddit.com': 86 (0.0%) + 'youtube.com': 68 (0.0%) + 'huffingtonpost.com': 37 (0.0%) + 'waronyou.com': 22 (0.0%) + 'reddit.com': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,058, float:2 +Booleans: true:0 (0.0%), false:331,058 (100.0%) +Numeric values: 2 total +Numeric range: min:1,233,064,634.0, max:1,475,176,610.0, avg:1354120622.0 +Numeric std dev: 121055988.0 +Unique numbers tracked: 2 +Numeric values distribution: + 1,475,176,610.0: 1 (50.0%) + 1,233,064,634.0: 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 331,060/331,060 (100.0%) +Types: int:331,060 +Numeric values: 331,060 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 331,060 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:0 (0.0%), false:331,060 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:5 (0.0%), false:331,055 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '7mq3w': 1 (0.0%) + '7mq3x': 1 (0.0%) + '7mq3y': 1 (0.0%) + '7mq3z': 1 (0.0%) + '7mq40': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:144,504 (43.6%), false:186,556 (56.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:0 (0.0%), false:331,060 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:11,462 (3.5%), false:319,598 (96.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:0 (0.0%), false:331,060 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 331,060/331,060 (100.0%) +Types: NoneType:331,052, str:8 +Null/Empty: null:331,052, empty_str:3 +String length avg: 6.0 +Unique strings tracked: 5 +String values distribution: + 'article': 1 (20.0%) + 'legal': 1 (20.0%) + 'history': 1 (20.0%) + 'brown': 1 (20.0%) + 'normal': 1 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 331,060/331,060 (100.0%) +Types: list:331,060 +Null/Empty: empty_arr:331,051 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 331,060/331,060 (100.0%) +Types: NoneType:331,051, str:9 +Null/Empty: null:331,051 +String length avg: 7.2 +Unique strings tracked: 7 +String values distribution: + 'Video': 3 (33.3%) + 'Article': 1 (11.1%) + 'Legal': 1 (11.1%) + 'HISTORY': 1 (11.1%) + '[suicidewatch]': 1 (11.1%) + 'Politics': 1 (11.1%) + 'No videos': 1 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 331,060 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 331,051 (100.0%) + 'richtext': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:0 (0.0%), false:331,060 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 331,060/331,060 (100.0%) +Types: NoneType:331,049, dict:11 +Null/Empty: null:331,049 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 331,060/331,060 (100.0%) +Types: dict:331,060 +Null/Empty: empty_obj:331,049 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:259,599 (78.4%), false:71,461 (21.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 331,060/331,060 (100.0%) +Types: int:331,060 +Numeric values: 331,060 total +Numeric range: min:0, max:22,421, avg:3.0 +Numeric std dev: 44.9 +Unique numbers tracked: 544 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 331,060/331,060 (100.0%) +Types: int:331,060 +Numeric values: 331,060 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 331,059 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:9,065 (2.7%), false:321,995 (97.3%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 331,060/331,060 (100.0%) +Types: str:302,548, NoneType:28,512 +Null/Empty: null:28,512 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 278,537 (92.1%) + 'promo_specified': 12,339 (4.1%) + 'promo_adult_nsfw': 8,622 (2.8%) + 'promo_adult': 1,457 (0.5%) + 'no_ads': 968 (0.3%) + 'promo_all': 597 (0.2%) + 'house_only': 28 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +String length avg: 65.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/offbeat/comments/7mq3w/laura_ingrahams_embryo/': 1 (0.0%) + '/r/reddit.com/comments/7mq3x/how_to_kill_16000_rat...': 1 (0.0%) + '/r/reddit.com/comments/7mq3y/the_best_diet_for_pre...': 1 (0.0%) + '/r/nsfw/comments/7mq3z/fhm_hungary_2009_topless_ca...': 1 (0.0%) + '/r/pics/comments/7mq40/dinner_time_pic/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 331,060/331,060 (100.0%) +Types: int:331,060 +Numeric values: 331,060 total +Numeric range: min:1,522,770,231, max:1,522,775,525, avg:1522772876.0 +Numeric std dev: 1526.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 331,060 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 331,060/331,060 (100.0%) +Types: int:331,060 +Numeric values: 331,060 total +Numeric range: min:0, max:4,745, avg:6.4 +Numeric std dev: 54.2 +Unique numbers tracked: 945 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 331,060/331,060 (100.0%) +Types: NoneType:331,049, dict:11 +Null/Empty: null:331,049 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 331,060/331,060 (100.0%) +Types: dict:331,060 +Null/Empty: empty_obj:331,049 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +Null/Empty: empty_str:280,580 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 49,520 (98.1%) + '[removed]': 960 (1.9%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:331,060 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:1 (0.0%), false:331,059 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:0 (0.0%), false:331,060 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 29,081 (8.8%) + 'politics': 3,561 (1.1%) + 'worldnews': 2,591 (0.8%) + 'pics': 2,488 (0.8%) + 'technology': 2,132 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 29,081 (8.8%) + 't5_2cneq': 3,561 (1.1%) + 't5_2qh13': 2,591 (0.8%) + 't5_2qh0u': 2,488 (0.8%) + 't5_2qh16': 2,132 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 29,081 (8.8%) + 'r/politics': 3,561 (1.1%) + 'r/worldnews': 2,591 (0.8%) + 'r/pics': 2,488 (0.8%) + 'r/technology': 2,132 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 186,082 (56.2%) + 'archived': 141,710 (42.8%) + 'restricted': 3,268 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 331,060/331,060 (100.0%) +Types: NoneType:323,217, str:7,843 +Null/Empty: null:323,217 +String length avg: 9.2 +Unique strings tracked: 3 +String values distribution: + 'confidence': 6,979 (89.0%) + 'new': 652 (8.3%) + 'top': 212 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +Null/Empty: empty_str:107,468 +String length avg: 7.0 +Unique strings tracked: 160 +Top 5 string values: + 'default': 216,424 (96.8%) + 'self': 7,010 (3.1%) + 'https://b.thumbs.redditmedia.com/J9I-F1gPDSlVjgxz8...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/qqli1KG5f49u931cx...': 1 (0.0%) + 'https://f.thumbs.redditmedia.com/szy6XmMDC9Zs-HEk....': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +String length avg: 52.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Happy New Year 2009 Reddit from London': 3 (0.0%) + 'Laura Ingraham's Embryo...': 2 (0.0%) + 'Dinner time! [PIC]': 2 (0.0%) + ' Jessica Maximus Photos ( So fricking hot ) - The ...': 2 (0.0%) + 'Celebrities Urged to Boycott Sundance Because of P...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +Null/Empty: empty_str:1 +String length avg: 70.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://unemployedguide.blogspot.com/2008/12/laura-...': 3 (0.0%) + 'http://www.ronpaulforums.com/showthread.php?t=1738...': 3 (0.0%) + 'http://www.techarp.com/showarticle.aspx?artno=599&...': 3 (0.0%) + 'http://coda.fm': 3 (0.0%) + 'http://darkjak.deviantart.com/art/Dinner-time-1077...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 331,060/331,060 (100.0%) +Types: str:302,548, NoneType:28,512 +Null/Empty: null:28,512 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 277,622 (91.8%) + 'promo_specified': 12,339 (4.1%) + 'promo_adult_nsfw': 9,551 (3.2%) + 'promo_adult': 1,444 (0.5%) + 'no_ads': 968 (0.3%) + 'promo_all': 596 (0.2%) + 'house_only': 28 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 260,369/331,060 (78.6%) +Types: list:260,369 +Null/Empty: empty_arr:258,915 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 260,369/331,060 (78.6%) +Types: str:260,369 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 258,915 (99.4%) + 'richtext': 1,454 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 223,592/331,060 (67.5%) +Types: NoneType:223,426, int:166 +Null/Empty: null:223,426 +Numeric values: 166 total +Numeric range: min:23, max:140, avg:103.8 +Numeric std dev: 32.1 +Unique numbers tracked: 41 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 223,592/331,060 (67.5%) +Types: NoneType:223,426, int:166 +Null/Empty: null:223,426 +Numeric values: 166 total +Numeric range: min:40, max:140, avg:129.0 +Numeric std dev: 26.2 +Unique numbers tracked: 4 +Numeric values distribution: + 140: 141 (84.9%) + 70: 22 (13.3%) + 50: 2 (1.2%) + 40: 1 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,700/331,060 (1.7%) +Types: bool:5,700 +Booleans: true:0 (0.0%), false:5,700 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,700/331,060 (1.7%) +Types: bool:5,700 +Booleans: true:0 (0.0%), false:5,700 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,700/331,060 (1.7%) +Types: bool:5,700 +Booleans: true:0 (0.0%), false:5,700 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,700/331,060 (1.7%) +Types: bool:5,700 +Booleans: true:0 (0.0%), false:5,700 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 297/331,060 (0.1%) +Types: bool:297 +Booleans: true:297 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 157/331,060 (0.0%) +Types: str:157 +String length avg: 4.4 +Unique strings tracked: 3 +String values distribution: + 'link': 140 (89.2%) + 'image': 9 (5.7%) + 'rich:video': 8 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 157/331,060 (0.0%) +Types: dict:157 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 12/331,060 (0.0%) +Types: NoneType:12 +Null/Empty: null:12 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 12/331,060 (0.0%) +Types: NoneType:12 +Null/Empty: null:12 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 12/331,060 (0.0%) +Types: str:12 +String length avg: 7.4 +Unique strings tracked: 4 +String values distribution: + 't2_1ed7b': 5 (41.7%) + 't2_1s9v': 3 (25.0%) + 't2_1wh0': 3 (25.0%) + 't2_1w72': 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 12/331,060 (0.0%) +Types: NoneType:12 +Null/Empty: null:12 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 12/331,060 (0.0%) +Types: NoneType:12 +Null/Empty: null:12 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 12/331,060 (0.0%) +Types: NoneType:12 +Null/Empty: null:12 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 12/331,060 (0.0%) +Types: list:12 +Null/Empty: empty_arr:12 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 12/331,060 (0.0%) +Types: list:12 +Null/Empty: empty_arr:12 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 12/331,060 (0.0%) +Types: str:12 +String length avg: 94.4 +Unique strings tracked: 11 +Top 5 string values: + 'http://blog.reddit.com/2009/01/bestvlogevercom-lau...': 2 (16.7%) + 'http://blog.reddit.com/2009/01/sponsored-links-on-...': 1 (8.3%) + 'http://blog.reddit.com/2009/01/only-for-beneficent...': 1 (8.3%) + 'http://www.allvoices.com/contributed-news/2177122-...': 1 (8.3%) + 'http://www.allvoices.com/contributed-news/2170390-...': 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 12/331,060 (0.0%) +Types: bool:12 +Booleans: true:0 (0.0%), false:12 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 12/331,060 (0.0%) +Types: str:12 +Null/Empty: empty_str:12 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 12/331,060 (0.0%) +Types: NoneType:12 +Null/Empty: null:12 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 12/331,060 (0.0%) +Types: dict:12 +Null/Empty: empty_obj:12 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 12/331,060 (0.0%) +Types: NoneType:12 +Null/Empty: null:12 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 12/331,060 (0.0%) +Types: bool:12 +Booleans: true:12 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 12/331,060 (0.0%) +Types: int:11, NoneType:1 +Null/Empty: null:1 +Numeric values: 11 total +Numeric range: min:88,382, max:88,740, avg:88512.2 +Numeric std dev: 172.2 +Unique numbers tracked: 2 +Numeric values distribution: + 88,382: 7 (63.6%) + 88,740: 4 (36.4%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 12/331,060 (0.0%) +Types: NoneType:12 +Null/Empty: null:12 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 12/331,060 (0.0%) +Types: NoneType:12 +Null/Empty: null:12 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 12/331,060 (0.0%) +Types: list:12 +Null/Empty: empty_arr:12 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 12/331,060 (0.0%) +Types: NoneType:12 +Null/Empty: null:12 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 12/331,060 (0.0%) +Types: NoneType:12 +Null/Empty: null:12 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 1/331,060 (0.0%) +Types: str:1 +Null/Empty: empty_str:1 + +================================================================================ + +================================================================================ +FILE: RS_2009-02.jsonl +Analysis Time: 2026-01-15 06:14:35 +================================================================================ +Total lines: 329,042 +Processed lines: 329,042 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:329,038 (100.0%), false:4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 528 (0.2%) + 'masta': 44 (0.0%) + 'yorosa': 29 (0.0%) + 'skygrl37': 28 (0.0%) + 'rehx': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 329,042/329,042 (100.0%) +Types: NoneType:265,373, str:63,669 +Null/Empty: null:265,373, empty_str:63,669 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 329,042/329,042 (100.0%) +Types: NoneType:327,488, str:1,554 +Null/Empty: null:327,488, empty_str:234 +String length avg: 8.2 +Unique strings tracked: 225 +Top 5 string values: + 'psn': 123 (9.3%) + 'OlimpicMovement': 103 (7.8%) + 'cnty-england': 92 (7.0%) + 'no-knight': 42 (3.2%) + 'tula': 41 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 329,042/329,042 (100.0%) +Types: NoneType:327,326, str:1,716 +Null/Empty: null:327,326, empty_str:118 +String length avg: 13.2 +Unique strings tracked: 309 +Top 5 string values: + 'mastabling': 106 (6.6%) + 'ЗОВ': 103 (6.4%) + 'Kent': 86 (5.4%) + 'Libertarian Socialist': 55 (3.4%) + 'Spec Ops Det Founder, Mountain Garrison': 49 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 329,042/329,042 (100.0%) +Types: NoneType:265,373, str:63,669 +Null/Empty: null:265,373 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 63,669 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:278,789 (84.7%), false:50,253 (15.3%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:265,420 (80.7%), false:63,622 (19.3%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:0 (0.0%), false:329,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 329,042/329,042 (100.0%) +Types: int:329,042 +Numeric values: 329,042 total +Numeric range: min:1,233,446,402, max:1,235,865,598, avg:1234674500.7 +Numeric std dev: 695607.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 329,042/329,042 (100.0%) +Types: NoneType:329,041, str:1 +Null/Empty: null:329,041 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + 'moderator': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 87 (0.0%) + 'halbot.haluze.sk': 31 (0.0%) + 'self.AskReddit': 20 (0.0%) + 'examiner.com': 18 (0.0%) + 'self.reddit.com': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,040, float:2 +Booleans: true:0 (0.0%), false:329,040 (100.0%) +Numeric values: 2 total +Numeric range: min:1,234,809,873.0, max:1,235,634,587.0, avg:1235222230.0 +Numeric std dev: 412357.0 +Unique numbers tracked: 2 +Numeric values distribution: + 1,234,809,873.0: 1 (50.0%) + 1,235,634,587.0: 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 329,042/329,042 (100.0%) +Types: int:329,042 +Numeric values: 329,042 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 329,040 (100.0%) + 1: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:0 (0.0%), false:329,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:1 (0.0%), false:329,041 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '7txxi': 1 (0.0%) + '7txxj': 1 (0.0%) + '7txxk': 1 (0.0%) + '7txxl': 1 (0.0%) + '7txxm': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:154,756 (47.0%), false:174,286 (53.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:0 (0.0%), false:329,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:10,880 (3.3%), false:318,162 (96.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:0 (0.0%), false:329,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 329,042/329,042 (100.0%) +Types: NoneType:329,027, str:15 +Null/Empty: null:329,027, empty_str:3 +String length avg: 6.8 +Unique strings tracked: 8 +String values distribution: + 'purple': 3 (25.0%) + 'science': 2 (16.7%) + 'ten': 2 (16.7%) + 'general': 1 (8.3%) + 'entertainment': 1 (8.3%) + 'politics': 1 (8.3%) + 'Not an Image': 1 (8.3%) + 'blue': 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 329,042/329,042 (100.0%) +Types: list:329,042 +Null/Empty: empty_arr:329,026 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 329,042/329,042 (100.0%) +Types: NoneType:329,023, str:19 +Null/Empty: null:329,023, empty_str:3 +String length avg: 9.2 +Unique strings tracked: 11 +Top 5 string values: + 'Article': 3 (18.8%) + 'Image Gallery': 2 (12.5%) + 'Psychology': 2 (12.5%) + '[funny]': 2 (12.5%) + 'Business': 1 (6.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 329,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 329,026 (100.0%) + 'richtext': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:0 (0.0%), false:329,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 329,042/329,042 (100.0%) +Types: NoneType:329,020, dict:22 +Null/Empty: null:329,020 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 329,042/329,042 (100.0%) +Types: dict:329,042 +Null/Empty: empty_obj:329,020 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:257,646 (78.3%), false:71,396 (21.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 329,042/329,042 (100.0%) +Types: int:329,042 +Numeric values: 329,042 total +Numeric range: min:0, max:2,513, avg:2.6 +Numeric std dev: 20.7 +Unique numbers tracked: 522 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 329,042/329,042 (100.0%) +Types: int:329,042 +Numeric values: 329,042 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 329,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:8,181 (2.5%), false:320,861 (97.5%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 329,042/329,042 (100.0%) +Types: str:302,053, NoneType:26,989 +Null/Empty: null:26,989 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 278,789 (92.3%) + 'promo_specified': 12,126 (4.0%) + 'promo_adult_nsfw': 7,731 (2.6%) + 'promo_adult': 1,663 (0.6%) + 'no_ads': 1,082 (0.4%) + 'promo_all': 650 (0.2%) + 'house_only': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 65.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/7txxi/nintendo_shares_plumm...': 1 (0.0%) + '/r/politics/comments/7txxj/obamas_halfbrother_geor...': 1 (0.0%) + '/r/ru/comments/7txxk/little_shop_memories_play_fre...': 1 (0.0%) + '/r/reddit.com/comments/7txxl/renewable_energy_from...': 1 (0.0%) + '/r/reddit.com/comments/7txxm/ufc_94_live_stream/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 329,042/329,042 (100.0%) +Types: int:329,042 +Numeric values: 329,042 total +Numeric range: min:1,522,775,525, max:1,522,780,767, avg:1522778144.8 +Numeric std dev: 1512.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 329,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 329,042/329,042 (100.0%) +Types: int:329,042 +Numeric values: 329,042 total +Numeric range: min:0, max:4,365, avg:5.8 +Numeric std dev: 52.0 +Unique numbers tracked: 892 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 329,042/329,042 (100.0%) +Types: NoneType:329,020, dict:22 +Null/Empty: null:329,020 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 329,042/329,042 (100.0%) +Types: dict:329,042 +Null/Empty: empty_obj:329,020 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +Null/Empty: empty_str:283,550 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 44,886 (98.7%) + '[removed]': 606 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:329,042 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:0 (0.0%), false:329,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:0 (0.0%), false:329,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 35,533 (10.8%) + 'politics': 4,351 (1.3%) + 'pics': 3,141 (1.0%) + 'worldnews': 2,780 (0.8%) + 'technology': 2,687 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 35,533 (10.8%) + 't5_2cneq': 4,351 (1.3%) + 't5_2qh0u': 3,141 (1.0%) + 't5_2qh13': 2,780 (0.8%) + 't5_2qh16': 2,687 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 35,533 (10.8%) + 'r/politics': 4,351 (1.3%) + 'r/pics': 3,141 (1.0%) + 'r/worldnews': 2,780 (0.8%) + 'r/technology': 2,687 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 183,074 (55.6%) + 'archived': 143,408 (43.6%) + 'restricted': 2,560 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 329,042/329,042 (100.0%) +Types: NoneType:321,271, str:7,771 +Null/Empty: null:321,271 +String length avg: 9.1 +Unique strings tracked: 5 +String values distribution: + 'confidence': 6,769 (87.1%) + 'new': 739 (9.5%) + 'top': 261 (3.4%) + 'controversial': 1 (0.0%) + 'old': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +Null/Empty: empty_str:115,180 +String length avg: 7.0 +Unique strings tracked: 191 +Top 5 string values: + 'default': 206,686 (96.6%) + 'self': 6,985 (3.3%) + 'https://b.thumbs.redditmedia.com/RRbxsSO-51gnpe3N9...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/Sr_r-YM6gcYejIHQl...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/9YbE-AbMS2Et9ks2g...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 53.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Secrets Behind Your Favorite Toys': 5 (0.0%) + 'Stealers Gnomes - Sold Out for the Super Bowl': 3 (0.0%) + 'Modified Humvee climbs vertical wall (video)': 3 (0.0%) + 'The peanut/government complex: Troubled peanut fir...': 3 (0.0%) + 'Soaring Cancer Drug Costs May Cripple Medicare': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 70.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.upperandlowercase.com': 5 (0.0%) + 'http://wtf.thebizzare.com/bizarre/the-secrets-behi...': 5 (0.0%) + 'http://www.newsoftheworld.co.uk/news/150832/14-tim...': 4 (0.0%) + 'http://www.businessweek.com/technology/content/jan...': 4 (0.0%) + 'http://gnutty4gnomes.blogspot.com/2009/01/superbow...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 329,042/329,042 (100.0%) +Types: str:302,053, NoneType:26,989 +Null/Empty: null:26,989 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 277,965 (92.0%) + 'promo_specified': 12,126 (4.0%) + 'promo_adult_nsfw': 8,570 (2.8%) + 'promo_adult': 1,649 (0.5%) + 'no_ads': 1,082 (0.4%) + 'promo_all': 649 (0.2%) + 'house_only': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 265,420/329,042 (80.7%) +Types: list:265,420 +Null/Empty: empty_arr:263,822 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 265,420/329,042 (80.7%) +Types: str:265,420 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 263,822 (99.4%) + 'richtext': 1,598 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 213,862/329,042 (65.0%) +Types: NoneType:213,662, int:200 +Null/Empty: null:213,662 +Numeric values: 200 total +Numeric range: min:3, max:140, avg:106.6 +Numeric std dev: 27.8 +Unique numbers tracked: 41 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 213,862/329,042 (65.0%) +Types: NoneType:213,662, int:200 +Null/Empty: null:213,662 +Numeric values: 200 total +Numeric range: min:4, max:140, avg:135.8 +Numeric std dev: 17.9 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 189 (94.5%) + 70: 10 (5.0%) + 4: 1 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,485/329,042 (1.7%) +Types: bool:5,485 +Booleans: true:0 (0.0%), false:5,485 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,485/329,042 (1.7%) +Types: bool:5,485 +Booleans: true:0 (0.0%), false:5,485 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,485/329,042 (1.7%) +Types: bool:5,485 +Booleans: true:0 (0.0%), false:5,485 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,485/329,042 (1.7%) +Types: bool:5,485 +Booleans: true:0 (0.0%), false:5,485 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 280/329,042 (0.1%) +Types: bool:280 +Booleans: true:280 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 191/329,042 (0.1%) +Types: str:191 +String length avg: 4.6 +Unique strings tracked: 3 +String values distribution: + 'link': 159 (83.2%) + 'rich:video': 17 (8.9%) + 'image': 15 (7.9%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 191/329,042 (0.1%) +Types: dict:191 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 5/329,042 (0.0%) +Types: str:5 +Null/Empty: empty_str:5 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4/329,042 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4/329,042 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 4/329,042 (0.0%) +Types: str:4 +String length avg: 7.2 +Unique strings tracked: 2 +String values distribution: + 't2_1wh0': 3 (75.0%) + 't2_1ed7b': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 4/329,042 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 4/329,042 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 4/329,042 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 4/329,042 (0.0%) +Types: list:4 +Null/Empty: empty_arr:4 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 4/329,042 (0.0%) +Types: list:4 +Null/Empty: empty_arr:4 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4/329,042 (0.0%) +Types: str:4 +String length avg: 66.2 +Unique strings tracked: 4 +String values distribution: + 'http://www.allvoices.com/contributed-news/2410066-...': 1 (25.0%) + 'http://reddit.com/iphone': 1 (25.0%) + 'http://blog.reddit.com/2009/02/ireddit-success-one...': 1 (25.0%) + 'http://blog.reddit.com/2009/02/orphaned-dog-cat-in...': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 4/329,042 (0.0%) +Types: bool:4 +Booleans: true:0 (0.0%), false:4 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4/329,042 (0.0%) +Types: str:4 +Null/Empty: empty_str:4 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 4/329,042 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 4/329,042 (0.0%) +Types: dict:4 +Null/Empty: empty_obj:4 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 4/329,042 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4/329,042 (0.0%) +Types: bool:4 +Booleans: true:4 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 4/329,042 (0.0%) +Types: int:4 +Numeric values: 4 total +Numeric range: min:88,740, max:2,349,911, avg:654032.8 +Numeric std dev: 979115.8 +Unique numbers tracked: 2 +Numeric values distribution: + 88,740: 3 (75.0%) + 2,349,911: 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 4/329,042 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 4/329,042 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 4/329,042 (0.0%) +Types: list:4 +Null/Empty: empty_arr:4 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4/329,042 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4/329,042 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 1/329,042 (0.0%) +Types: str:1 +String length avg: 36.0 +Unique strings tracked: 1 +String values distribution: + '6710b006-cc2e-11e4-b2a0-22000b3395c9': 1 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2009-03.jsonl +Analysis Time: 2026-01-15 06:15:04 +================================================================================ +Total lines: 362,805 +Processed lines: 362,805 +Total unique fields: 86 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:362,802 (100.0%), false:3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 551 (0.2%) + 'goghi': 37 (0.0%) + 'PossumTucker': 21 (0.0%) + 'KavaIec': 18 (0.0%) + 'kopo27': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 362,805/362,805 (100.0%) +Types: NoneType:294,161, str:68,644 +Null/Empty: null:294,161, empty_str:68,644 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 362,805/362,805 (100.0%) +Types: NoneType:360,906, str:1,899 +Null/Empty: null:360,906, empty_str:363 +String length avg: 7.9 +Unique strings tracked: 246 +Top 5 string values: + 'verified': 93 (6.1%) + 'psn': 88 (5.7%) + 'OlimpicMovement': 78 (5.1%) + 'cnty-england': 77 (5.0%) + 'fsm': 71 (4.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 362,805/362,805 (100.0%) +Types: NoneType:360,756, str:2,049 +Null/Empty: null:360,756, empty_str:145 +String length avg: 13.5 +Unique strings tracked: 340 +Top 5 string values: + 'Atheist': 103 (5.4%) + 'Libertarian Socialist': 101 (5.3%) + 'Joe Sims, CPUSA': 92 (4.8%) + 'mastabling': 80 (4.2%) + 'ЗОВ': 78 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 362,805/362,805 (100.0%) +Types: NoneType:294,161, str:68,644 +Null/Empty: null:294,161 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 68,644 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:308,588 (85.1%), false:54,217 (14.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:294,223 (81.1%), false:68,582 (18.9%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:0 (0.0%), false:362,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 362,805/362,805 (100.0%) +Types: int:362,805 +Numeric values: 362,805 total +Numeric range: min:1,235,865,603, max:1,238,543,990, avg:1237200551.4 +Numeric std dev: 772680.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 362,805/362,805 (100.0%) +Types: NoneType:362,804, str:1 +Null/Empty: null:362,804 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + 'moderator': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 16.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 84 (0.0%) + 'self.AskReddit': 30 (0.0%) + 'halbot.haluze.sk': 28 (0.0%) + 'examiner.com': 25 (0.0%) + 'reddit.com': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,801, float:4 +Booleans: true:0 (0.0%), false:362,801 (100.0%) +Numeric values: 4 total +Numeric range: min:1,235,952,469.0, max:1,511,114,343.0, avg:1331494324.5 +Numeric std dev: 112457877.1 +Unique numbers tracked: 4 +Numeric values distribution: + 1,235,952,469.0: 1 (25.0%) + 1,236,253,126.0: 1 (25.0%) + 1,342,657,360.0: 1 (25.0%) + 1,511,114,343.0: 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 362,805/362,805 (100.0%) +Types: int:362,805 +Numeric values: 362,805 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 362,804 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:0 (0.0%), false:362,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:0 (0.0%), false:362,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '813pz': 1 (0.0%) + '813q0': 1 (0.0%) + '813q1': 1 (0.0%) + '813q2': 1 (0.0%) + '813q3': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:161,907 (44.6%), false:200,898 (55.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:0 (0.0%), false:362,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:13,008 (3.6%), false:349,797 (96.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:0 (0.0%), false:362,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 362,805/362,805 (100.0%) +Types: NoneType:362,788, str:17 +Null/Empty: null:362,788, empty_str:3 +String length avg: 7.5 +Unique strings tracked: 10 +String values distribution: + 'parenting': 4 (28.6%) + 'criticism': 2 (14.3%) + 'football': 1 (7.1%) + 'three': 1 (7.1%) + 'purple': 1 (7.1%) + 'normal': 1 (7.1%) + 'vod': 1 (7.1%) + 'twentytwo': 1 (7.1%) + 'loc-us': 1 (7.1%) + 'research': 1 (7.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 362,805/362,805 (100.0%) +Types: list:362,805 +Null/Empty: empty_arr:362,786 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 362,805/362,805 (100.0%) +Types: NoneType:362,786, str:19 +Null/Empty: null:362,786 +String length avg: 9.1 +Unique strings tracked: 13 +Top 5 string values: + 'Parenting': 4 (21.1%) + 'Video': 3 (15.8%) + 'Criticism': 2 (10.5%) + 'Football': 1 (5.3%) + 'Economics': 1 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 362,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 362,786 (100.0%) + 'richtext': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:1 (0.0%), false:362,804 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 362,805/362,805 (100.0%) +Types: NoneType:362,784, dict:21 +Null/Empty: null:362,784 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 362,805/362,805 (100.0%) +Types: dict:362,805 +Null/Empty: empty_obj:362,784 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:288,924 (79.6%), false:73,881 (20.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 362,805/362,805 (100.0%) +Types: int:362,805 +Numeric values: 362,805 total +Numeric range: min:0, max:2,115, avg:2.7 +Numeric std dev: 20.3 +Unique numbers tracked: 529 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 362,805/362,805 (100.0%) +Types: int:362,805 +Numeric values: 362,805 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 362,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:8,447 (2.3%), false:354,358 (97.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 362,805/362,805 (100.0%) +Types: str:332,225, NoneType:30,580 +Null/Empty: null:30,580 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 308,588 (92.9%) + 'promo_specified': 12,989 (3.9%) + 'promo_adult_nsfw': 7,257 (2.2%) + 'promo_adult': 1,982 (0.6%) + 'no_ads': 903 (0.3%) + 'promo_all': 495 (0.1%) + 'house_only': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 65.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/programming/comments/813pz/taliban_could_take_o...': 1 (0.0%) + '/r/technology/comments/813q0/social_networking_uti...': 1 (0.0%) + '/r/reddit.com/comments/813q1/tea_parties_organize_...': 1 (0.0%) + '/r/reddit.com/comments/813q2/natural_treatment_for...': 1 (0.0%) + '/r/politics/comments/813q3/obama_healthcare_plan_r...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 362,805/362,805 (100.0%) +Types: int:362,805 +Numeric values: 362,805 total +Numeric range: min:1,522,780,767, max:1,522,786,569, avg:1522783662.3 +Numeric std dev: 1672.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 362,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 362,805/362,805 (100.0%) +Types: int:362,805 +Numeric values: 362,805 total +Numeric range: min:0, max:4,504, avg:5.3 +Numeric std dev: 43.8 +Unique numbers tracked: 837 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 362,805/362,805 (100.0%) +Types: NoneType:362,784, dict:21 +Null/Empty: null:362,784 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 362,805/362,805 (100.0%) +Types: dict:362,805 +Null/Empty: empty_obj:362,784 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +Null/Empty: empty_str:314,532 +String length avg: 9.0 +Unique strings tracked: 4 +String values distribution: + '[deleted]': 47,488 (98.4%) + '[removed]': 783 (1.6%) + 'New one: + +http://www.youtube.com/watch?v=x_2liW8QJ...': 1 (0.0%) + 'please ignore.': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:362,805 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:0 (0.0%), false:362,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:0 (0.0%), false:362,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 34,803 (9.6%) + 'pics': 4,055 (1.1%) + 'politics': 3,912 (1.1%) + 'technology': 2,702 (0.7%) + 'worldnews': 2,405 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 34,803 (9.6%) + 't5_2qh0u': 4,055 (1.1%) + 't5_2cneq': 3,912 (1.1%) + 't5_2qh16': 2,702 (0.7%) + 't5_2qh13': 2,405 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 34,803 (9.6%) + 'r/pics': 4,055 (1.1%) + 'r/politics': 3,912 (1.1%) + 'r/technology': 2,702 (0.7%) + 'r/worldnews': 2,405 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 199,591 (55.0%) + 'archived': 160,663 (44.3%) + 'restricted': 2,551 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 362,805/362,805 (100.0%) +Types: NoneType:355,298, str:7,507 +Null/Empty: null:355,298 +String length avg: 9.2 +Unique strings tracked: 5 +String values distribution: + 'confidence': 6,664 (88.8%) + 'new': 578 (7.7%) + 'top': 262 (3.5%) + 'qa': 2 (0.0%) + 'old': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +Null/Empty: empty_str:120,176 +String length avg: 6.9 +Unique strings tracked: 171 +Top 5 string values: + 'default': 233,959 (96.4%) + 'self': 8,499 (3.5%) + 'https://b.thumbs.redditmedia.com/eyHeeoHGEKUBnt3FT...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/6upvznsmkSb5C3o8u...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/MuoDCAlOCzKV-XCv_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 54.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Strange Adventures of H.P. Lovecraft: Graphic ...': 4 (0.0%) + ' History Repeating Itself': 4 (0.0%) + 'After the Crash, Stocks May Face Long Road Back ': 3 (0.0%) + 'Miley Cyrus Shows Off Her Bra To Shirtless Justin ...': 3 (0.0%) + 'Why Is Roland Burris Still A Senator?': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 70.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.npr.org/templates/story/story.php?story...': 5 (0.0%) + 'http://www.dreadcentral.com/news/30538/the-strange...': 4 (0.0%) + 'http://therevolutionagain.blogspot.com/2009/02/his...': 4 (0.0%) + 'http://www.npr.org/templates/story/story.php?story...': 4 (0.0%) + 'http://www.bittenandbound.com/2009/02/28/miley-cyr...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 362,805/362,805 (100.0%) +Types: str:332,225, NoneType:30,580 +Null/Empty: null:30,580 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 307,683 (92.6%) + 'promo_specified': 12,989 (3.9%) + 'promo_adult_nsfw': 8,194 (2.5%) + 'promo_adult': 1,954 (0.6%) + 'no_ads': 903 (0.3%) + 'promo_all': 491 (0.1%) + 'house_only': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 294,223/362,805 (81.1%) +Types: list:294,223 +Null/Empty: empty_arr:292,319 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 294,223/362,805 (81.1%) +Types: str:294,223 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 292,319 (99.4%) + 'richtext': 1,904 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 242,629/362,805 (66.9%) +Types: NoneType:242,440, int:189 +Null/Empty: null:242,440 +Numeric values: 189 total +Numeric range: min:6, max:140, avg:107.0 +Numeric std dev: 30.5 +Unique numbers tracked: 39 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 242,629/362,805 (66.9%) +Types: NoneType:242,440, int:189 +Null/Empty: null:242,440 +Numeric values: 189 total +Numeric range: min:6, max:140, avg:131.5 +Numeric std dev: 23.8 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 167 (88.4%) + 70: 21 (11.1%) + 6: 1 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,505/362,805 (1.5%) +Types: bool:5,505 +Booleans: true:0 (0.0%), false:5,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,505/362,805 (1.5%) +Types: bool:5,505 +Booleans: true:0 (0.0%), false:5,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,505/362,805 (1.5%) +Types: bool:5,505 +Booleans: true:0 (0.0%), false:5,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,505/362,805 (1.5%) +Types: bool:5,505 +Booleans: true:0 (0.0%), false:5,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 379/362,805 (0.1%) +Types: bool:379 +Booleans: true:379 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 171/362,805 (0.0%) +Types: str:171 +String length avg: 4.5 +Unique strings tracked: 3 +String values distribution: + 'link': 144 (84.2%) + 'image': 15 (8.8%) + 'rich:video': 12 (7.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 171/362,805 (0.0%) +Types: dict:171 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4/362,805 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4/362,805 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 4/362,805 (0.0%) +Types: str:3, NoneType:1 +Null/Empty: null:1 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 't2_1wh0': 3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 4/362,805 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 4/362,805 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 4/362,805 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 4/362,805 (0.0%) +Types: list:4 +Null/Empty: empty_arr:4 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 4/362,805 (0.0%) +Types: list:4 +Null/Empty: empty_arr:4 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4/362,805 (0.0%) +Types: str:4 +String length avg: 26.2 +Unique strings tracked: 3 +String values distribution: + 'http://scifi.reddit.com': 2 (50.0%) + 'http://nonprofit.reddit.com': 1 (25.0%) + 'http://store.xkcd.com/reddit?win': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 4/362,805 (0.0%) +Types: bool:4 +Booleans: true:0 (0.0%), false:4 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4/362,805 (0.0%) +Types: str:4 +Null/Empty: empty_str:4 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 4/362,805 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 4/362,805 (0.0%) +Types: dict:4 +Null/Empty: empty_obj:3 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 4/362,805 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4/362,805 (0.0%) +Types: bool:4 +Booleans: true:3 (75.0%), false:1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 4/362,805 (0.0%) +Types: int:4 +Numeric values: 4 total +Numeric range: min:88,740, max:88,740, avg:88740.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 88,740: 4 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 4/362,805 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 4/362,805 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 4/362,805 (0.0%) +Types: list:4 +Null/Empty: empty_arr:4 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4/362,805 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4/362,805 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 2/362,805 (0.0%) +Types: str:2 +Null/Empty: empty_str:2 + +================================================================================ + +================================================================================ +FILE: RS_2009-04.jsonl +Analysis Time: 2026-01-15 06:15:28 +================================================================================ +Total lines: 357,107 +Processed lines: 357,107 +Total unique fields: 86 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:357,099 (100.0%), false:8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 441 (0.1%) + 'peteberg': 14 (0.0%) + 'ENRIC0s': 11 (0.0%) + 'spif': 11 (0.0%) + 'apotheon': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 357,107/357,107 (100.0%) +Types: NoneType:290,454, str:66,653 +Null/Empty: null:290,454, empty_str:66,653 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 357,107/357,107 (100.0%) +Types: NoneType:355,222, str:1,885 +Null/Empty: null:355,222, empty_str:378 +String length avg: 8.2 +Unique strings tracked: 262 +Top 5 string values: + 'fsm': 111 (7.4%) + 'cnty-england': 93 (6.2%) + 'psn': 85 (5.6%) + 'no-knight': 67 (4.4%) + 'indiana-flag': 67 (4.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 357,107/357,107 (100.0%) +Types: NoneType:355,115, str:1,992 +Null/Empty: null:355,115, empty_str:98 +String length avg: 13.2 +Unique strings tracked: 364 +Top 5 string values: + 'Atheist': 139 (7.3%) + 'Libertarian Socialist': 112 (5.9%) + 'Kent': 88 (4.6%) + 'mastabling': 78 (4.1%) + 'Indiana': 67 (3.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 357,107/357,107 (100.0%) +Types: NoneType:290,454, str:66,653 +Null/Empty: null:290,454 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 66,653 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:303,889 (85.1%), false:53,218 (14.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:288,612 (80.8%), false:68,495 (19.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:0 (0.0%), false:357,107 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 357,107/357,107 (100.0%) +Types: int:357,107 +Numeric values: 357,107 total +Numeric range: min:1,238,544,001, max:1,241,135,994, avg:1239875802.2 +Numeric std dev: 759658.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 357,107/357,107 (100.0%) +Types: NoneType:357,106, str:1 +Null/Empty: null:357,106 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + 'moderator': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 16.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 76 (0.0%) + 'self.reddit.com': 30 (0.0%) + 'examiner.com': 29 (0.0%) + 'self.AskReddit': 21 (0.0%) + 'imgur.com': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,101, float:6 +Booleans: true:0 (0.0%), false:357,101 (100.0%) +Numeric values: 6 total +Numeric range: min:1,238,611,872.0, max:1,499,451,825.0, avg:1323007098.8 +Numeric std dev: 118021680.5 +Unique numbers tracked: 6 +Numeric values distribution: + 1,238,611,872.0: 1 (16.7%) + 1,499,451,825.0: 1 (16.7%) + 1,239,528,277.0: 1 (16.7%) + 1,239,887,433.0: 1 (16.7%) + 1,479,995,916.0: 1 (16.7%) + 1,240,567,270.0: 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 357,107/357,107 (100.0%) +Types: int:357,107 +Numeric values: 357,107 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 357,105 (100.0%) + 1: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:3 (0.0%), false:357,104 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:4 (0.0%), false:357,103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '890wq': 1 (0.0%) + '890wr': 1 (0.0%) + '890ws': 1 (0.0%) + '890wt': 1 (0.0%) + '890wu': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:151,262 (42.4%), false:205,845 (57.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:0 (0.0%), false:357,107 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:14,443 (4.0%), false:342,664 (96.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:0 (0.0%), false:357,107 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 357,107/357,107 (100.0%) +Types: NoneType:357,095, str:12 +Null/Empty: null:357,095, empty_str:1 +String length avg: 8.1 +Unique strings tracked: 9 +String values distribution: + 'nine': 2 (18.2%) + 'criticism': 2 (18.2%) + 'nonwhitelistedchannel': 1 (9.1%) + 'twentytwo': 1 (9.1%) + 'normal': 1 (9.1%) + 'parenting': 1 (9.1%) + 'env': 1 (9.1%) + 'deceased': 1 (9.1%) + 'removed': 1 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 357,107/357,107 (100.0%) +Types: list:357,107 +Null/Empty: empty_arr:357,093 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 357,107/357,107 (100.0%) +Types: NoneType:357,093, str:14 +Null/Empty: null:357,093 +String length avg: 11.0 +Unique strings tracked: 12 +Top 5 string values: + 'Physics': 2 (14.3%) + 'Criticism': 2 (14.3%) + 'Non-whitelisted Youtube Channel': 1 (7.1%) + '(R.6c) Title': 1 (7.1%) + 'Technology': 1 (7.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 357,107 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 357,093 (100.0%) + 'richtext': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:0 (0.0%), false:357,107 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 357,107/357,107 (100.0%) +Types: NoneType:357,096, dict:11 +Null/Empty: null:357,096 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 357,107/357,107 (100.0%) +Types: dict:357,107 +Null/Empty: empty_obj:357,096 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:283,002 (79.2%), false:74,105 (20.8%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 357,107/357,107 (100.0%) +Types: int:357,107 +Numeric values: 357,107 total +Numeric range: min:0, max:42,449, avg:3.0 +Numeric std dev: 74.1 +Unique numbers tracked: 550 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 357,107/357,107 (100.0%) +Types: int:357,107 +Numeric values: 357,107 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 357,107 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:8,233 (2.3%), false:348,874 (97.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 357,107/357,107 (100.0%) +Types: str:326,666, NoneType:30,441 +Null/Empty: null:30,441 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 303,889 (93.0%) + 'promo_specified': 12,319 (3.8%) + 'promo_adult_nsfw': 6,790 (2.1%) + 'promo_adult': 2,053 (0.6%) + 'no_ads': 1,061 (0.3%) + 'promo_all': 543 (0.2%) + 'house_only': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 65.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/business/comments/890wq/ballys_las_vegas_tempor...': 1 (0.0%) + '/r/funny/comments/890wr/turtles_dont_need_yellow_p...': 1 (0.0%) + '/r/ChileRemix/comments/890ws/pantallas_de_proyecci...': 1 (0.0%) + '/r/reddit.com/comments/890wt/freak_car_accident/': 1 (0.0%) + '/r/politics/comments/890wu/politicians_xrated_expe...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 357,107/357,107 (100.0%) +Types: int:357,107 +Numeric values: 357,107 total +Numeric range: min:1,522,786,569, max:1,522,792,577, avg:1522789514.8 +Numeric std dev: 1740.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 357,107 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 357,107/357,107 (100.0%) +Types: int:357,107 +Numeric values: 357,107 total +Numeric range: min:0, max:3,919, avg:5.6 +Numeric std dev: 48.7 +Unique numbers tracked: 872 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 357,107/357,107 (100.0%) +Types: NoneType:357,096, dict:11 +Null/Empty: null:357,096 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 357,107/357,107 (100.0%) +Types: dict:357,107 +Null/Empty: empty_obj:357,096 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +Null/Empty: empty_str:310,830 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 45,191 (97.7%) + '[removed]': 1,086 (2.3%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:357,107 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:1 (0.0%), false:357,106 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:0 (0.0%), false:357,107 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 35,746 (10.0%) + 'pics': 3,427 (1.0%) + 'politics': 3,012 (0.8%) + 'technology': 2,869 (0.8%) + 'funny': 2,414 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 35,746 (10.0%) + 't5_2qh0u': 3,427 (1.0%) + 't5_2cneq': 3,012 (0.8%) + 't5_2qh16': 2,869 (0.8%) + 't5_2qh33': 2,414 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 35,746 (10.0%) + 'r/pics': 3,427 (1.0%) + 'r/politics': 3,012 (0.8%) + 'r/technology': 2,869 (0.8%) + 'r/funny': 2,414 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 7.0 +Unique strings tracked: 3 +String values distribution: + 'public': 188,545 (52.8%) + 'archived': 166,657 (46.7%) + 'restricted': 1,905 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 357,107/357,107 (100.0%) +Types: NoneType:349,580, str:7,527 +Null/Empty: null:349,580 +String length avg: 9.2 +Unique strings tracked: 5 +String values distribution: + 'confidence': 6,671 (88.6%) + 'new': 703 (9.3%) + 'top': 149 (2.0%) + 'qa': 2 (0.0%) + 'old': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +Null/Empty: empty_str:118,814 +String length avg: 6.9 +Unique strings tracked: 153 +Top 5 string values: + 'default': 227,354 (95.4%) + 'self': 8,749 (3.7%) + 'nsfw': 2,039 (0.9%) + 'https://b.thumbs.redditmedia.com/EuTZGtO4614T6rJAb...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/vDT7TrFtplt2jrP4e...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 54.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Congress Divided Over Courts Fixing Foreclosures': 6 (0.0%) + 'Obama Depressed, Distant Since 'Battlestar Galacti...': 3 (0.0%) + 'Former Clinton advisor Dick Morris and Sean Hannit...': 3 (0.0%) + 'Another Obama Nominee Owes $7000.00 In Back Taxes': 3 (0.0%) + 'Another Obama Nominee Owes $7000.00 In Back Taxes ...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 70.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.foxnews.com/politics/first100days/2009/...': 6 (0.0%) + 'http://www.npr.org/templates/story/story.php?story...': 6 (0.0%) + 'http://www.infowars.com/hannity-morris-agree-with-...': 5 (0.0%) + 'http://torrentfreak.com/warner-bros-acquires-the-p...': 5 (0.0%) + 'http://www.theonion.com/content/news/obama_depress...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 357,107/357,107 (100.0%) +Types: str:326,666, NoneType:30,441 +Null/Empty: null:30,441 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 302,897 (92.7%) + 'promo_specified': 12,319 (3.8%) + 'promo_adult_nsfw': 7,813 (2.4%) + 'promo_adult': 2,024 (0.6%) + 'no_ads': 1,061 (0.3%) + 'promo_all': 541 (0.2%) + 'house_only': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 290,506/357,107 (81.3%) +Types: list:290,506 +Null/Empty: empty_arr:288,612 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 290,506/357,107 (81.3%) +Types: str:290,506 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 288,612 (99.3%) + 'richtext': 1,894 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 238,293/357,107 (66.7%) +Types: NoneType:238,127, int:166 +Null/Empty: null:238,127 +Numeric values: 166 total +Numeric range: min:3, max:140, avg:100.1 +Numeric std dev: 32.4 +Unique numbers tracked: 43 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 238,293/357,107 (66.7%) +Types: NoneType:238,127, int:166 +Null/Empty: null:238,127 +Numeric values: 166 total +Numeric range: min:4, max:140, avg:128.6 +Numeric std dev: 27.9 +Unique numbers tracked: 6 +Numeric values distribution: + 140: 141 (84.9%) + 70: 21 (12.7%) + 6: 1 (0.6%) + 4: 1 (0.6%) + 57: 1 (0.6%) + 69: 1 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,362/357,107 (1.5%) +Types: bool:5,362 +Booleans: true:1 (0.0%), false:5,361 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,362/357,107 (1.5%) +Types: bool:5,362 +Booleans: true:0 (0.0%), false:5,362 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,362/357,107 (1.5%) +Types: bool:5,362 +Booleans: true:0 (0.0%), false:5,362 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,362/357,107 (1.5%) +Types: bool:5,362 +Booleans: true:0 (0.0%), false:5,362 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 2,577/357,107 (0.7%) +Types: bool:2,577 +Booleans: true:2,577 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 157/357,107 (0.0%) +Types: str:157 +String length avg: 4.4 +Unique strings tracked: 3 +String values distribution: + 'link': 137 (87.3%) + 'image': 12 (7.6%) + 'rich:video': 8 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 157/357,107 (0.0%) +Types: dict:157 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 9/357,107 (0.0%) +Types: NoneType:9 +Null/Empty: null:9 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 9/357,107 (0.0%) +Types: NoneType:9 +Null/Empty: null:9 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 9/357,107 (0.0%) +Types: str:9 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 't2_1wh0': 9 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 9/357,107 (0.0%) +Types: NoneType:9 +Null/Empty: null:9 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 9/357,107 (0.0%) +Types: NoneType:9 +Null/Empty: null:9 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 9/357,107 (0.0%) +Types: NoneType:9 +Null/Empty: null:9 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 9/357,107 (0.0%) +Types: list:9 +Null/Empty: empty_arr:9 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 9/357,107 (0.0%) +Types: list:9 +Null/Empty: empty_arr:9 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 9/357,107 (0.0%) +Types: str:9 +String length avg: 85.1 +Unique strings tracked: 9 +String values distribution: + 'http://blog.reddit.com/2009/04/scifi-author-greg-b...': 1 (11.1%) + 'http://blog.reddit.com/2009/04/theres-new-reddit-s...': 1 (11.1%) + 'http://www.reddit.com/r/Pets/comments/8b2je/mrs_sp...': 1 (11.1%) + 'http://www.amazon.com/gp/product/B00154JDAI?ie=UTF...': 1 (11.1%) + 'http://www.amazon.com/gp/product/B0000VCZK2?ie=UTF...': 1 (11.1%) + 'http://www.reddit.com/r/sportsvideo/?cowboyssuck': 1 (11.1%) + 'http://www.amazon.com/gp/product/B00008OE4W?ie=UTF...': 1 (11.1%) + 'http://reddit.tv?ftw': 1 (11.1%) + 'http://reddit.tv?win': 1 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 9/357,107 (0.0%) +Types: bool:9 +Booleans: true:0 (0.0%), false:9 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 9/357,107 (0.0%) +Types: str:9 +Null/Empty: empty_str:9 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 9/357,107 (0.0%) +Types: NoneType:9 +Null/Empty: null:9 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 9/357,107 (0.0%) +Types: dict:9 +Null/Empty: empty_obj:8 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 9/357,107 (0.0%) +Types: NoneType:9 +Null/Empty: null:9 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 9/357,107 (0.0%) +Types: bool:9 +Booleans: true:8 (88.9%), false:1 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 9/357,107 (0.0%) +Types: int:9 +Numeric values: 9 total +Numeric range: min:88,740, max:88,740, avg:88740.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 88,740: 9 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 9/357,107 (0.0%) +Types: NoneType:9 +Null/Empty: null:9 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 9/357,107 (0.0%) +Types: NoneType:9 +Null/Empty: null:9 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 9/357,107 (0.0%) +Types: list:9 +Null/Empty: empty_arr:9 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 9/357,107 (0.0%) +Types: NoneType:9 +Null/Empty: null:9 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 9/357,107 (0.0%) +Types: NoneType:9 +Null/Empty: null:9 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 2/357,107 (0.0%) +Types: str:2 +Null/Empty: empty_str:2 + +================================================================================ + +================================================================================ +FILE: RS_2009-05.jsonl +Analysis Time: 2026-01-15 06:15:57 +================================================================================ +Total lines: 355,193 +Processed lines: 355,193 +Total unique fields: 86 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:355,158 (100.0%), false:35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 406 (0.1%) + 'Peter_Pandemic': 65 (0.0%) + 'macduck71': 33 (0.0%) + 'darkmannx': 13 (0.0%) + 'BlankVerse': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 355,193/355,193 (100.0%) +Types: NoneType:289,702, str:65,491 +Null/Empty: null:289,702, empty_str:65,491 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 355,193/355,193 (100.0%) +Types: NoneType:353,028, str:2,165 +Null/Empty: null:353,028, empty_str:394 +String length avg: 8.5 +Unique strings tracked: 285 +Top 5 string values: + 'cnty-england': 148 (8.4%) + 'curator': 115 (6.5%) + 'fsm': 81 (4.6%) + 'no-knight': 80 (4.5%) + 'newyork-flag': 76 (4.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 355,193/355,193 (100.0%) +Types: NoneType:352,952, str:2,241 +Null/Empty: null:352,952, empty_str:119 +String length avg: 12.9 +Unique strings tracked: 380 +Top 5 string values: + 'Kent': 144 (6.8%) + 'Libertarian Socialist': 121 (5.7%) + 'Atheist': 115 (5.4%) + 'moderator': 96 (4.5%) + 'New York': 76 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 355,193/355,193 (100.0%) +Types: NoneType:289,702, str:65,491 +Null/Empty: null:289,702 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 65,491 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:303,955 (85.6%), false:51,238 (14.4%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:286,760 (80.7%), false:68,433 (19.3%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:0 (0.0%), false:355,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 355,193/355,193 (100.0%) +Types: int:355,193 +Numeric values: 355,193 total +Numeric range: min:1,241,136,017, max:1,243,814,375, avg:1242464560.4 +Numeric std dev: 765675.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 355,193/355,193 (100.0%) +Types: NoneType:355,193 +Null/Empty: null:355,193 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 95 (0.0%) + 'infowars.com': 32 (0.0%) + 'self.AskReddit': 30 (0.0%) + 'examiner.com': 26 (0.0%) + 'reddit.com': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,186, float:7 +Booleans: true:0 (0.0%), false:355,186 (100.0%) +Numeric values: 7 total +Numeric range: min:1,242,052,543.0, max:1,479,995,858.0, avg:1349153817.7 +Numeric std dev: 95729494.4 +Unique numbers tracked: 7 +Numeric values distribution: + 1,436,086,864.0: 1 (14.3%) + 1,242,052,543.0: 1 (14.3%) + 1,415,070,748.0: 1 (14.3%) + 1,384,316,616.0: 1 (14.3%) + 1,479,995,858.0: 1 (14.3%) + 1,243,153,534.0: 1 (14.3%) + 1,243,400,561.0: 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 355,193/355,193 (100.0%) +Types: int:355,193 +Numeric values: 355,193 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 355,192 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:3 (0.0%), false:355,190 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:14 (0.0%), false:355,179 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '8gwko': 1 (0.0%) + '8gwkp': 1 (0.0%) + '8gwkq': 1 (0.0%) + '8gwkr': 1 (0.0%) + '8gwks': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:143,722 (40.5%), false:211,471 (59.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:0 (0.0%), false:355,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:17,023 (4.8%), false:338,170 (95.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:0 (0.0%), false:355,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 355,193/355,193 (100.0%) +Types: NoneType:355,166, str:27 +Null/Empty: null:355,166, empty_str:4 +String length avg: 7.3 +Unique strings tracked: 16 +Top 5 string values: + 'discussion': 8 (34.8%) + 'nine': 1 (4.3%) + 'playlist': 1 (4.3%) + 'mod': 1 (4.3%) + 'normal': 1 (4.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 355,193/355,193 (100.0%) +Types: list:355,193 +Null/Empty: empty_arr:355,167 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 355,193/355,193 (100.0%) +Types: NoneType:355,166, str:27 +Null/Empty: null:355,166, empty_str:1 +String length avg: 9.5 +Unique strings tracked: 17 +Top 5 string values: + 'Discussion': 8 (30.8%) + 'Video': 2 (7.7%) + 'Image Gallery': 2 (7.7%) + 'Physics': 1 (3.8%) + 'Playlist': 1 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 355,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 355,167 (100.0%) + 'richtext': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:1 (0.0%), false:355,192 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 355,193/355,193 (100.0%) +Types: NoneType:355,174, dict:19 +Null/Empty: null:355,174 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 355,193/355,193 (100.0%) +Types: dict:355,193 +Null/Empty: empty_obj:355,174 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:280,742 (79.0%), false:74,451 (21.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 355,193/355,193 (100.0%) +Types: int:355,193 +Numeric values: 355,193 total +Numeric range: min:0, max:2,670, avg:3.1 +Numeric std dev: 23.5 +Unique numbers tracked: 568 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 355,193/355,193 (100.0%) +Types: int:355,193 +Numeric values: 355,193 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 355,192 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:7,788 (2.2%), false:347,405 (97.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 355,193/355,193 (100.0%) +Types: str:325,720, NoneType:29,473 +Null/Empty: null:29,473 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 303,955 (93.3%) + 'promo_specified': 11,842 (3.6%) + 'promo_adult_nsfw': 6,631 (2.0%) + 'promo_adult': 1,656 (0.5%) + 'no_ads': 1,130 (0.3%) + 'promo_all': 495 (0.2%) + 'house_only': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 66.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/worldnews/comments/8gwko/she_was_allowed_to_be_...': 1 (0.0%) + '/r/gaming/comments/8gwkp/im_losing_my_interest_in_...': 1 (0.0%) + '/r/gaming/comments/8gwkq/l4d_sale_and_freaky_frida...': 1 (0.0%) + '/r/celebrities/comments/8gwkr/cityrag_paris_hilton...': 1 (0.0%) + '/r/reddit.com/comments/8gwks/e_spesso_ospite_dei_p...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 355,193/355,193 (100.0%) +Types: int:355,193 +Numeric values: 355,193 total +Numeric range: min:1,522,792,577, max:1,522,798,585, avg:1522795593.1 +Numeric std dev: 1738.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 355,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 355,193/355,193 (100.0%) +Types: int:355,193 +Numeric values: 355,193 total +Numeric range: min:0, max:6,983, avg:5.4 +Numeric std dev: 46.7 +Unique numbers tracked: 831 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 355,193/355,193 (100.0%) +Types: NoneType:355,174, dict:19 +Null/Empty: null:355,174 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 355,193/355,193 (100.0%) +Types: dict:355,193 +Null/Empty: empty_obj:355,174 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +Null/Empty: empty_str:308,597 +String length avg: 9.0 +Unique strings tracked: 4 +String values distribution: + '[deleted]': 44,390 (95.3%) + '[removed]': 2,204 (4.7%) + 'Lorem ipsum dolor sit amet, consectetur adipiscing...': 1 (0.0%) + 'Doesn't work anymore :(': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:355,192 (100.0%), false:1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:0 (0.0%), false:355,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:0 (0.0%), false:355,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 30,711 (8.6%) + 'pics': 2,717 (0.8%) + 'politics': 2,424 (0.7%) + 'funny': 1,940 (0.5%) + 'worldnews': 1,752 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 30,711 (8.6%) + 't5_2qh0u': 2,717 (0.8%) + 't5_2cneq': 2,424 (0.7%) + 't5_2qh33': 1,940 (0.5%) + 't5_2qh13': 1,752 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 30,711 (8.6%) + 'r/pics': 2,717 (0.8%) + 'r/politics': 2,424 (0.7%) + 'r/funny': 1,940 (0.5%) + 'r/worldnews': 1,752 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 7.0 +Unique strings tracked: 3 +String values distribution: + 'public': 184,076 (51.8%) + 'archived': 168,917 (47.6%) + 'restricted': 2,200 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 355,193/355,193 (100.0%) +Types: NoneType:347,117, str:8,076 +Null/Empty: null:347,117 +String length avg: 9.3 +Unique strings tracked: 5 +String values distribution: + 'confidence': 7,215 (89.3%) + 'new': 738 (9.1%) + 'top': 119 (1.5%) + 'old': 3 (0.0%) + 'qa': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +Null/Empty: empty_str:99,350 +String length avg: 6.9 +Unique strings tracked: 179 +Top 5 string values: + 'default': 243,035 (95.0%) + 'self': 9,726 (3.8%) + 'nsfw': 2,906 (1.1%) + 'https://a.thumbs.redditmedia.com/rJrE7hPaCLNK-jcDV...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/5c1nXRo9hA7cM12_n...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 56.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Unusual Concept Bikes': 3 (0.0%) + 'Video of Miss California @ Rock Church & Her C...': 2 (0.0%) + 'Breathalyzer Fail': 2 (0.0%) + 'Who can identify this band for me?': 2 (0.0%) + 'Game Theory: Why the Swine Flu Panic is Good': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 69.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.huffingtonpost.com/2009/04/30/banks-bea...': 4 (0.0%) + 'http://english.pravda.ru/science/health/30-04-2009...': 3 (0.0%) + 'http://www.desmoinesregister.com/article/20090430/...': 3 (0.0%) + 'http://firstread.msnbc.msn.com/archive/2009/04/30/...': 3 (0.0%) + 'http://news.yahoo.com/s/ap/20090430/ap_on_re_mi_ea...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 355,193/355,193 (100.0%) +Types: str:325,720, NoneType:29,473 +Null/Empty: null:29,473 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 303,164 (93.1%) + 'promo_specified': 11,842 (3.6%) + 'promo_adult_nsfw': 7,436 (2.3%) + 'promo_adult': 1,643 (0.5%) + 'no_ads': 1,130 (0.3%) + 'promo_all': 494 (0.2%) + 'house_only': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 289,744/355,193 (81.6%) +Types: list:289,744 +Null/Empty: empty_arr:287,622 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 289,744/355,193 (81.6%) +Types: str:289,744 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 287,622 (99.3%) + 'richtext': 2,122 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 255,843/355,193 (72.0%) +Types: NoneType:255,647, int:196 +Null/Empty: null:255,647 +Numeric values: 196 total +Numeric range: min:19, max:140, avg:101.5 +Numeric std dev: 33.6 +Unique numbers tracked: 49 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 255,843/355,193 (72.0%) +Types: NoneType:255,647, int:196 +Null/Empty: null:255,647 +Numeric values: 196 total +Numeric range: min:64, max:140, avg:131.0 +Numeric std dev: 23.4 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 171 (87.2%) + 70: 24 (12.2%) + 64: 1 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,855/355,193 (1.6%) +Types: bool:5,855 +Booleans: true:0 (0.0%), false:5,855 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,855/355,193 (1.6%) +Types: bool:5,855 +Booleans: true:0 (0.0%), false:5,855 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,855/355,193 (1.6%) +Types: bool:5,855 +Booleans: true:0 (0.0%), false:5,855 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,855/355,193 (1.6%) +Types: bool:5,855 +Booleans: true:0 (0.0%), false:5,855 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 1,347/355,193 (0.4%) +Types: bool:1,347 +Booleans: true:1,347 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 177/355,193 (0.0%) +Types: str:177 +String length avg: 4.6 +Unique strings tracked: 3 +String values distribution: + 'link': 148 (83.6%) + 'image': 15 (8.5%) + 'rich:video': 14 (7.9%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 177/355,193 (0.0%) +Types: dict:177 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 35/355,193 (0.0%) +Types: NoneType:35 +Null/Empty: null:35 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 35/355,193 (0.0%) +Types: NoneType:35 +Null/Empty: null:35 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 35/355,193 (0.0%) +Types: str:35 +String length avg: 7.3 +Unique strings tracked: 3 +String values distribution: + 't2_1wh0': 23 (65.7%) + 't2_1ed7b': 9 (25.7%) + 't2_3gycq': 3 (8.6%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 35/355,193 (0.0%) +Types: NoneType:35 +Null/Empty: null:35 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 35/355,193 (0.0%) +Types: NoneType:35 +Null/Empty: null:35 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 35/355,193 (0.0%) +Types: NoneType:35 +Null/Empty: null:35 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 35/355,193 (0.0%) +Types: list:35 +Null/Empty: empty_arr:35 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 35/355,193 (0.0%) +Types: list:35 +Null/Empty: empty_arr:35 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 35/355,193 (0.0%) +Types: str:35 +String length avg: 92.6 +Unique strings tracked: 35 +Top 5 string values: + 'http://www.youtube.com/watch?v=5535Ts-iOP0': 1 (2.9%) + 'http://ad.doubleclick.net/click;h=v2|3AF6|0|0|%2a|...': 1 (2.9%) + 'http://ad.doubleclick.net/click;h=v2|3AF6|0|0|%2a|...': 1 (2.9%) + 'http://ad.doubleclick.net/click;h=v2|3AF6|0|0|%2a|...': 1 (2.9%) + 'http://www.amazon.com/gp/product/0451529065?ie=UTF...': 1 (2.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 35/355,193 (0.0%) +Types: bool:35 +Booleans: true:0 (0.0%), false:35 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 35/355,193 (0.0%) +Types: str:35 +Null/Empty: empty_str:35 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 35/355,193 (0.0%) +Types: NoneType:35 +Null/Empty: null:35 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 35/355,193 (0.0%) +Types: dict:35 +Null/Empty: empty_obj:35 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 35/355,193 (0.0%) +Types: NoneType:35 +Null/Empty: null:35 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 35/355,193 (0.0%) +Types: bool:35 +Booleans: true:35 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 35/355,193 (0.0%) +Types: int:35 +Numeric values: 35 total +Numeric range: min:88,740, max:5,829,866, avg:1162280.5 +Numeric std dev: 1728422.2 +Unique numbers tracked: 3 +Numeric values distribution: + 88,740: 23 (65.7%) + 2,349,911: 9 (25.7%) + 5,829,866: 3 (8.6%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 35/355,193 (0.0%) +Types: NoneType:35 +Null/Empty: null:35 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 35/355,193 (0.0%) +Types: NoneType:35 +Null/Empty: null:35 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 35/355,193 (0.0%) +Types: list:35 +Null/Empty: empty_arr:35 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 35/355,193 (0.0%) +Types: NoneType:35 +Null/Empty: null:35 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 35/355,193 (0.0%) +Types: NoneType:35 +Null/Empty: null:35 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 1/355,193 (0.0%) +Types: str:1 +Null/Empty: empty_str:1 + +================================================================================ + +================================================================================ +FILE: RS_2009-06.jsonl +Analysis Time: 2026-01-15 06:16:22 +================================================================================ +Total lines: 383,969 +Processed lines: 383,969 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:383,898 (100.0%), false:71 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 9.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 401 (0.1%) + 'macduck71': 24 (0.0%) + 'charlatan': 17 (0.0%) + 'bangheads': 13 (0.0%) + 'spamking007': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 383,969/383,969 (100.0%) +Types: NoneType:314,183, str:69,786 +Null/Empty: null:314,183, empty_str:69,786 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 383,969/383,969 (100.0%) +Types: NoneType:381,547, str:2,422 +Null/Empty: null:381,547, empty_str:364 +String length avg: 7.8 +Unique strings tracked: 313 +Top 5 string values: + 'curator': 191 (9.3%) + 'fsm': 145 (7.0%) + 'lastfm': 122 (5.9%) + 'no-knight': 78 (3.8%) + 'default': 71 (3.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 383,969/383,969 (100.0%) +Types: NoneType:381,524, str:2,445 +Null/Empty: null:381,524, empty_str:169 +String length avg: 12.7 +Unique strings tracked: 413 +Top 5 string values: + 'Atheist': 175 (7.7%) + 'moderator': 126 (5.5%) + 'Libertarian Socialist': 75 (3.3%) + 'Libertarian': 71 (3.1%) + 'curator': 65 (2.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 383,969/383,969 (100.0%) +Types: NoneType:314,183, str:69,786 +Null/Empty: null:314,183 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 69,786 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:329,601 (85.8%), false:54,368 (14.2%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:314,101 (81.8%), false:69,868 (18.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:0 (0.0%), false:383,969 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 383,969/383,969 (100.0%) +Types: int:383,969 +Numeric values: 383,969 total +Numeric range: min:1,243,814,400, max:1,246,406,397, avg:1245125565.2 +Numeric std dev: 754444.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 383,969/383,969 (100.0%) +Types: NoneType:383,963, str:6 +Null/Empty: null:383,963 +String length avg: 8.3 +Unique strings tracked: 2 +String values distribution: + 'moderator': 5 (83.3%) + 'admin': 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 16.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 87 (0.0%) + 'self.AskReddit': 47 (0.0%) + 'shar.es': 42 (0.0%) + 'imgur.com': 23 (0.0%) + 'reddit.com': 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 383,969/383,969 (100.0%) +Types: bool:382,873, float:1,096 +Booleans: true:0 (0.0%), false:382,873 (100.0%) +Numeric values: 1,096 total +Numeric range: min:1,243,856,078.0, max:1,488,075,148.0, avg:1246861839.6 +Numeric std dev: 14508628.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 383,969/383,969 (100.0%) +Types: int:383,969 +Numeric values: 383,969 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 383,969 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:0 (0.0%), false:383,969 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:33 (0.0%), false:383,936 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '8oq7q': 1 (0.0%) + '8oq7r': 1 (0.0%) + '8oq7s': 1 (0.0%) + '8oq7t': 1 (0.0%) + '8oq7u': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:161,673 (42.1%), false:222,296 (57.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:0 (0.0%), false:383,969 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:20,861 (5.4%), false:363,108 (94.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:0 (0.0%), false:383,969 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 383,969/383,969 (100.0%) +Types: NoneType:383,942, str:27 +Null/Empty: null:383,942, empty_str:10 +String length avg: 8.7 +Unique strings tracked: 13 +Top 5 string values: + 'discussion': 5 (29.4%) + '1850s': 1 (5.9%) + 'twentyone': 1 (5.9%) + 'artwork': 1 (5.9%) + 'psychedelic': 1 (5.9%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 383,969/383,969 (100.0%) +Types: list:383,969 +Null/Empty: empty_arr:383,938 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 383,969/383,969 (100.0%) +Types: NoneType:383,938, str:31 +Null/Empty: null:383,938 +String length avg: 10.2 +Unique strings tracked: 21 +Top 5 string values: + 'Various': 6 (19.4%) + 'Discussion': 5 (16.1%) + '[reddit.com]': 2 (6.5%) + 'Uninteresting Pic': 1 (3.2%) + '1850s': 1 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 383,969 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 383,938 (100.0%) + 'richtext': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:5 (0.0%), false:383,964 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 383,969/383,969 (100.0%) +Types: NoneType:383,946, dict:23 +Null/Empty: null:383,946 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 383,969/383,969 (100.0%) +Types: dict:383,969 +Null/Empty: empty_obj:383,946 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:306,667 (79.9%), false:77,302 (20.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 383,969/383,969 (100.0%) +Types: int:383,969 +Numeric values: 383,969 total +Numeric range: min:0, max:2,718, avg:3.0 +Numeric std dev: 23.7 +Unique numbers tracked: 597 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 383,969/383,969 (100.0%) +Types: int:383,969 +Numeric values: 383,969 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 383,968 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:8,327 (2.2%), false:375,642 (97.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 383,969/383,969 (100.0%) +Types: str:354,141, NoneType:29,828 +Null/Empty: null:29,828 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 329,601 (93.1%) + 'promo_specified': 12,958 (3.7%) + 'promo_adult_nsfw': 7,924 (2.2%) + 'promo_adult': 1,776 (0.5%) + 'no_ads': 1,234 (0.3%) + 'promo_all': 636 (0.2%) + 'house_only': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/gaming/comments/8oq7q/dear_gaming_reddit_can_an...': 1 (0.0%) + '/r/pics/comments/8oq7r/2009_volkswagen_scirocco_r_...': 1 (0.0%) + '/r/ja/comments/8oq7s/ソフトウェア技術者のための英語４an_agile_wayi...': 1 (0.0%) + '/r/politics/comments/8oq7t/pro_life_did_dr_tillers...': 1 (0.0%) + '/r/reddit.com/comments/8oq7u/regenesis_2x2_1200_ca...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 383,969/383,969 (100.0%) +Types: int:383,969 +Numeric values: 383,969 total +Numeric range: min:1,522,798,585, max:1,522,804,618, avg:1522801604.2 +Numeric std dev: 1737.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 383,969 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 383,969/383,969 (100.0%) +Types: int:383,969 +Numeric values: 383,969 total +Numeric range: min:0, max:6,717, avg:5.2 +Numeric std dev: 47.8 +Unique numbers tracked: 853 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 383,969/383,969 (100.0%) +Types: NoneType:383,946, dict:23 +Null/Empty: null:383,946 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 383,969/383,969 (100.0%) +Types: dict:383,969 +Null/Empty: empty_obj:383,946 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +Null/Empty: empty_str:329,258 +String length avg: 40.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 33,625 (61.5%) + '[removed]': 2,493 (4.6%) + 'A group I'm associated with has decided that it's ...': 2 (0.0%) + 'This is number 10 on the ARML (American Regions Ma...': 2 (0.0%) + 'For the impatient: [slides](http://student.science...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:383,968 (100.0%), false:1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:2 (0.0%), false:383,967 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:0 (0.0%), false:383,969 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 34,739 (9.0%) + 'politics': 3,007 (0.8%) + 'pics': 2,541 (0.7%) + 'worldnews': 2,051 (0.5%) + 'WTF': 1,988 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 34,739 (9.0%) + 't5_2cneq': 3,007 (0.8%) + 't5_2qh0u': 2,541 (0.7%) + 't5_2qh13': 2,051 (0.5%) + 't5_2qh61': 1,988 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 34,739 (9.0%) + 'r/politics': 3,007 (0.8%) + 'r/pics': 2,541 (0.7%) + 'r/worldnews': 2,051 (0.5%) + 'r/WTF': 1,988 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 7.0 +Unique strings tracked: 3 +String values distribution: + 'public': 199,401 (51.9%) + 'archived': 182,299 (47.5%) + 'restricted': 2,269 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 383,969/383,969 (100.0%) +Types: NoneType:376,391, str:7,578 +Null/Empty: null:376,391 +String length avg: 9.5 +Unique strings tracked: 5 +String values distribution: + 'confidence': 7,001 (92.4%) + 'new': 418 (5.5%) + 'top': 149 (2.0%) + 'old': 6 (0.1%) + 'qa': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +Null/Empty: empty_str:81,641 +String length avg: 6.9 +Unique strings tracked: 202 +Top 5 string values: + 'default': 290,862 (96.2%) + 'self': 11,114 (3.7%) + 'nsfw': 147 (0.0%) + 'https://b.thumbs.redditmedia.com/THAkkqMSOaKtOVd_P...': 3 (0.0%) + 'https://b.thumbs.redditmedia.com/VwArOFVZaeYXiy1P8...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 56.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Ten reasons why population control is not an answe...': 6 (0.0%) + 'Public execution of abortion doctor [SONG]': 6 (0.0%) + 'What’s wrong with a 30-hour work week?': 3 (0.0%) + 'Former German MP/Judge offers $1m reward for prose...': 3 (0.0%) + 'A proof that God does not exist': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 70.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://links.org.au/node/1076': 6 (0.0%) + 'http://www.youtube.com/watch?v=X7UOmq4G1Wg': 6 (0.0%) + 'http://myitthings.com/Yuli/Post/fashion/It-Thing/S...': 4 (0.0%) + 'http://links.org.au/node/1077': 4 (0.0%) + 'http://www.america001.com/category/california/': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 383,969/383,969 (100.0%) +Types: str:354,141, NoneType:29,828 +Null/Empty: null:29,828 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 328,707 (92.8%) + 'promo_specified': 12,958 (3.7%) + 'promo_adult_nsfw': 8,839 (2.5%) + 'promo_adult': 1,757 (0.5%) + 'no_ads': 1,234 (0.3%) + 'promo_all': 634 (0.2%) + 'house_only': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 314,249/383,969 (81.8%) +Types: list:314,249 +Null/Empty: empty_arr:311,973 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 314,249/383,969 (81.8%) +Types: str:314,249 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 311,973 (99.3%) + 'richtext': 2,276 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 302,328/383,969 (78.7%) +Types: NoneType:302,104, int:224 +Null/Empty: null:302,104 +Numeric values: 224 total +Numeric range: min:19, max:140, avg:105.0 +Numeric std dev: 31.3 +Unique numbers tracked: 46 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 302,328/383,969 (78.7%) +Types: NoneType:302,104, int:224 +Null/Empty: null:302,104 +Numeric values: 224 total +Numeric range: min:40, max:140, avg:131.6 +Numeric std dev: 23.2 +Unique numbers tracked: 4 +Numeric values distribution: + 140: 198 (88.4%) + 70: 24 (10.7%) + 45: 1 (0.4%) + 40: 1 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,366/383,969 (1.4%) +Types: bool:5,366 +Booleans: true:1 (0.0%), false:5,365 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,366/383,969 (1.4%) +Types: bool:5,366 +Booleans: true:0 (0.0%), false:5,366 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,366/383,969 (1.4%) +Types: bool:5,366 +Booleans: true:0 (0.0%), false:5,366 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,366/383,969 (1.4%) +Types: bool:5,366 +Booleans: true:0 (0.0%), false:5,366 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 1,400/383,969 (0.4%) +Types: bool:1,400 +Booleans: true:1,400 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 205/383,969 (0.1%) +Types: str:205 +String length avg: 4.6 +Unique strings tracked: 3 +String values distribution: + 'link': 174 (84.9%) + 'rich:video': 17 (8.3%) + 'image': 14 (6.8%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 205/383,969 (0.1%) +Types: dict:205 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 79/383,969 (0.0%) +Types: NoneType:79 +Null/Empty: null:79 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 79/383,969 (0.0%) +Types: NoneType:79 +Null/Empty: null:79 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 79/383,969 (0.0%) +Types: str:71, NoneType:8 +Null/Empty: null:8 +String length avg: 7.6 +Unique strings tracked: 3 +String values distribution: + 't2_1ed7b': 43 (60.6%) + 't2_1wh0': 25 (35.2%) + 't2_3gycq': 3 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 79/383,969 (0.0%) +Types: NoneType:79 +Null/Empty: null:79 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 79/383,969 (0.0%) +Types: NoneType:79 +Null/Empty: null:79 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 79/383,969 (0.0%) +Types: NoneType:79 +Null/Empty: null:79 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 79/383,969 (0.0%) +Types: list:79 +Null/Empty: empty_arr:79 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 79/383,969 (0.0%) +Types: list:79 +Null/Empty: empty_arr:79 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 79/383,969 (0.0%) +Types: str:79 +String length avg: 87.3 +Unique strings tracked: 77 +Top 5 string values: + 'http://www.amazon.com/gp/product/B00004SVS5?ie=UTF...': 2 (2.5%) + 'http://www.srcinc.com/careers/isec.aspx?ad=rhl70?f...': 2 (2.5%) + 'http://ad.doubleclick.net/click;h=v2|3AF6|0|0|%2a|...': 1 (1.3%) + 'http://www.hp.com/united-states/campaigns/mediasma...': 1 (1.3%) + 'http://store.xkcd.com/reddit/#8bitredditalientee': 1 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 79/383,969 (0.0%) +Types: bool:79 +Booleans: true:0 (0.0%), false:79 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 79/383,969 (0.0%) +Types: str:79 +Null/Empty: empty_str:79 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 79/383,969 (0.0%) +Types: NoneType:79 +Null/Empty: null:79 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 79/383,969 (0.0%) +Types: dict:79 +Null/Empty: empty_obj:71 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 79/383,969 (0.0%) +Types: NoneType:79 +Null/Empty: null:79 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 79/383,969 (0.0%) +Types: bool:79 +Booleans: true:71 (89.9%), false:8 (10.1%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 79/383,969 (0.0%) +Types: int:79 +Numeric values: 79 total +Numeric range: min:88,740, max:5,829,866, avg:1608270.3 +Numeric std dev: 1367299.5 +Unique numbers tracked: 4 +Numeric values distribution: + 2,349,911: 45 (57.0%) + 88,740: 30 (38.0%) + 5,829,866: 3 (3.8%) + 1,155,561: 1 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 79/383,969 (0.0%) +Types: NoneType:79 +Null/Empty: null:79 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 79/383,969 (0.0%) +Types: NoneType:79 +Null/Empty: null:79 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 79/383,969 (0.0%) +Types: list:79 +Null/Empty: empty_arr:79 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 79/383,969 (0.0%) +Types: NoneType:79 +Null/Empty: null:79 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 79/383,969 (0.0%) +Types: NoneType:79 +Null/Empty: null:79 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 4/383,969 (0.0%) +Types: str:4 +Null/Empty: empty_str:4 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 1/383,969 (0.0%) +Types: str:1 +String length avg: 36.0 +Unique strings tracked: 1 +String values distribution: + '7e7097c8-87ee-11e3-86f5-22000a0b8292': 1 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2009-07.jsonl +Analysis Time: 2026-01-15 06:16:56 +================================================================================ +Total lines: 427,135 +Processed lines: 427,135 +Total unique fields: 86 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:427,072 (100.0%), false:63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 9.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 394 (0.1%) + 'shotbrave': 16 (0.0%) + 'revoman': 12 (0.0%) + 'Efrenqpl': 11 (0.0%) + 'eric2009': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 427,135/427,135 (100.0%) +Types: NoneType:350,196, str:76,939 +Null/Empty: null:350,196, empty_str:76,939 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 427,135/427,135 (100.0%) +Types: NoneType:424,553, str:2,582 +Null/Empty: null:424,553, empty_str:445 +String length avg: 8.0 +Unique strings tracked: 371 +Top 5 string values: + 'fsm': 131 (6.1%) + 'no-knight': 106 (5.0%) + 'lastfm': 89 (4.2%) + 'ON': 59 (2.8%) + 'english': 53 (2.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 427,135/427,135 (100.0%) +Types: NoneType:424,447, str:2,688 +Null/Empty: null:424,447, empty_str:157 +String length avg: 14.2 +Unique strings tracked: 516 +Top 5 string values: + 'Atheist': 177 (7.0%) + 'Libertarian': 63 (2.5%) + 'Ontario': 59 (2.3%) + 'Art, Music, Writing': 51 (2.0%) + 'Yorkshire ': 51 (2.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 427,135/427,135 (100.0%) +Types: NoneType:350,196, str:76,939 +Null/Empty: null:350,196 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 76,939 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:370,952 (86.8%), false:56,183 (13.2%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:350,268 (82.0%), false:76,867 (18.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:0 (0.0%), false:427,135 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 427,135/427,135 (100.0%) +Types: int:427,135 +Numeric values: 427,135 total +Numeric range: min:1,246,406,400, max:1,249,084,799, avg:1247773803.9 +Numeric std dev: 778440.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 427,135/427,135 (100.0%) +Types: NoneType:427,045, str:90 +Null/Empty: null:427,045 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 89 (98.9%) + 'admin': 1 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 59 (0.0%) + 'self.AskReddit': 43 (0.0%) + 'self.reddit.com': 37 (0.0%) + 'examiner.com': 33 (0.0%) + 'picable.com': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 427,135/427,135 (100.0%) +Types: bool:423,728, float:3,407 +Booleans: true:0 (0.0%), false:423,728 (100.0%) +Numeric values: 3,407 total +Numeric range: min:1,246,410,013.0, max:1,491,652,205.0, avg:1248971706.9 +Numeric std dev: 15273923.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 427,135/427,135 (100.0%) +Types: int:427,135 +Numeric values: 427,135 total +Numeric range: min:0, max:5, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 427,134 (100.0%) + 5: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:0 (0.0%), false:427,135 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:27 (0.0%), false:427,108 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '8x4rr': 1 (0.0%) + '8x4rs': 1 (0.0%) + '8x4rt': 1 (0.0%) + '8x4ru': 1 (0.0%) + '8x4rv': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:195,659 (45.8%), false:231,476 (54.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:0 (0.0%), false:427,135 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:31,586 (7.4%), false:395,549 (92.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:0 (0.0%), false:427,135 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 427,135/427,135 (100.0%) +Types: NoneType:427,106, str:29 +Null/Empty: null:427,106, empty_str:1 +String length avg: 6.8 +Unique strings tracked: 17 +Top 5 string values: + 'tips': 4 (14.3%) + 'other': 4 (14.3%) + 'dead-link': 3 (10.7%) + 'seventeen': 2 (7.1%) + 'discussion': 2 (7.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 427,135/427,135 (100.0%) +Types: list:427,135 +Null/Empty: empty_arr:427,103 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 427,135/427,135 (100.0%) +Types: NoneType:427,102, str:33 +Null/Empty: null:427,102, empty_str:1 +String length avg: 9.8 +Unique strings tracked: 22 +Top 5 string values: + 'Apt Tips': 4 (12.5%) + 'Other': 4 (12.5%) + 'He's Dead Jim!': 3 (9.4%) + 'Mathematics': 2 (6.2%) + 'Discussion': 2 (6.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 427,135 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 427,103 (100.0%) + 'richtext': 32 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:1 (0.0%), false:427,134 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 427,135/427,135 (100.0%) +Types: NoneType:427,103, dict:32 +Null/Empty: null:427,103 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 427,135/427,135 (100.0%) +Types: dict:427,135 +Null/Empty: empty_obj:427,103 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:345,985 (81.0%), false:81,150 (19.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 427,135/427,135 (100.0%) +Types: int:427,135 +Numeric values: 427,135 total +Numeric range: min:0, max:2,550, avg:3.2 +Numeric std dev: 26.0 +Unique numbers tracked: 639 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 427,135/427,135 (100.0%) +Types: int:427,135 +Numeric values: 427,135 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 427,135 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:9,833 (2.3%), false:417,302 (97.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 427,135/427,135 (100.0%) +Types: str:397,748, NoneType:29,387 +Null/Empty: null:29,387 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 370,952 (93.3%) + 'promo_specified': 14,354 (3.6%) + 'promo_adult_nsfw': 8,354 (2.1%) + 'promo_adult': 2,030 (0.5%) + 'no_ads': 1,229 (0.3%) + 'promo_all': 816 (0.2%) + 'house_only': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 66.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/cannabis/comments/8x4rr/this_is_your_war_on_dru...': 1 (0.0%) + '/r/reddit.com/comments/8x4rs/aspire_chemical_free_...': 1 (0.0%) + '/r/nsfw/comments/8x4rt/i_dont_think_this_one_even_...': 1 (0.0%) + '/r/Zionist/comments/8x4ru/defying_hezbollah_lebano...': 1 (0.0%) + '/r/pics/comments/8x4rv/trouble_choosing_a_religion...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 427,135/427,135 (100.0%) +Types: int:427,135 +Numeric values: 427,135 total +Numeric range: min:1,522,804,618, max:1,522,811,258, avg:1522807943.8 +Numeric std dev: 1917.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 427,135 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 427,135/427,135 (100.0%) +Types: int:427,135 +Numeric values: 427,135 total +Numeric range: min:0, max:21,864, avg:5.6 +Numeric std dev: 61.3 +Unique numbers tracked: 946 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 427,135/427,135 (100.0%) +Types: NoneType:427,103, dict:32 +Null/Empty: null:427,103 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 427,135/427,135 (100.0%) +Types: dict:427,135 +Null/Empty: empty_obj:427,103 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +Null/Empty: empty_str:354,399 +String length avg: 86.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 3,987 (5.5%) + '[removed]': 182 (0.3%) + '..& he's actually involved in a sly business m...': 2 (0.0%) + 'See how busy professionals can optimize productivi...': 2 (0.0%) + 'Sothink HD Movie Maker is a welcomed Blu-ray disc ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:427,135 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:1 (0.0%), false:427,134 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:0 (0.0%), false:427,135 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 24,541 (5.7%) + 'pics': 2,392 (0.6%) + 'politics': 2,136 (0.5%) + 'WTF': 1,442 (0.3%) + 'funny': 1,432 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 24,541 (5.7%) + 't5_2qh0u': 2,392 (0.6%) + 't5_2cneq': 2,136 (0.5%) + 't5_2qh61': 1,442 (0.3%) + 't5_2qh33': 1,432 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 24,541 (5.7%) + 'r/pics': 2,392 (0.6%) + 'r/politics': 2,136 (0.5%) + 'r/WTF': 1,442 (0.3%) + 'r/funny': 1,432 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 7.0 +Unique strings tracked: 3 +String values distribution: + 'public': 224,284 (52.5%) + 'archived': 200,349 (46.9%) + 'restricted': 2,502 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 427,135/427,135 (100.0%) +Types: NoneType:418,697, str:8,438 +Null/Empty: null:418,697 +String length avg: 9.4 +Unique strings tracked: 4 +String values distribution: + 'confidence': 7,747 (91.8%) + 'new': 359 (4.3%) + 'top': 326 (3.9%) + 'old': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +Null/Empty: empty_str:123,797 +String length avg: 6.9 +Unique strings tracked: 268 +Top 5 string values: + 'default': 288,013 (94.9%) + 'self': 15,056 (5.0%) + 'https://b.thumbs.redditmedia.com/_6IhObSX2lCwVMYH3...': 2 (0.0%) + 'https://a.thumbs.redditmedia.com/9ciFgt0HwsOGpAgs0...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/STh4JvjpiFJgsJPqG...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 56.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Be Careful of Sharp Objects (NSFW)': 9 (0.0%) + 'fandomsecrets: [ SECRET POST #907 ]': 3 (0.0%) + '"it's a mobile +Petri dish moving across our highwa...': 3 (0.0%) + 'Obama advised Uribe against running for a third co...': 3 (0.0%) + 'Are California's Municipal Bonds Still Safe To Buy...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 71.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://funandfrolicks.wordpress.com/2009/06/30/be-...': 9 (0.0%) + 'http://www.worldnetdaily.com/index.php?fa=PAGE.vie...': 3 (0.0%) + 'http://techgeist.net/2009/06/making-them-maccies/': 3 (0.0%) + 'http://creatingorwellianworld-view-alaphiah.blogsp...': 3 (0.0%) + 'http://www.as-coa.org/article.php?id=1729': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 427,135/427,135 (100.0%) +Types: str:397,748, NoneType:29,387 +Null/Empty: null:29,387 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 370,052 (93.0%) + 'promo_specified': 14,354 (3.6%) + 'promo_adult_nsfw': 9,285 (2.3%) + 'promo_adult': 2,000 (0.5%) + 'no_ads': 1,229 (0.3%) + 'promo_all': 815 (0.2%) + 'house_only': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 350,268/427,135 (82.0%) +Types: list:350,268 +Null/Empty: empty_arr:347,737 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 350,268/427,135 (82.0%) +Types: str:350,268 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 347,737 (99.3%) + 'richtext': 2,531 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 303,338/427,135 (71.0%) +Types: NoneType:303,050, int:288 +Null/Empty: null:303,050 +Numeric values: 288 total +Numeric range: min:27, max:140, avg:106.3 +Numeric std dev: 29.3 +Unique numbers tracked: 54 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 303,338/427,135 (71.0%) +Types: NoneType:303,050, int:288 +Null/Empty: null:303,050 +Numeric values: 288 total +Numeric range: min:32, max:140, avg:131.2 +Numeric std dev: 24.4 +Unique numbers tracked: 7 +Numeric values distribution: + 140: 254 (88.2%) + 70: 28 (9.7%) + 40: 2 (0.7%) + 50: 1 (0.3%) + 35: 1 (0.3%) + 67: 1 (0.3%) + 32: 1 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,874/427,135 (1.4%) +Types: bool:5,874 +Booleans: true:2 (0.0%), false:5,872 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,874/427,135 (1.4%) +Types: bool:5,874 +Booleans: true:0 (0.0%), false:5,874 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,874/427,135 (1.4%) +Types: bool:5,874 +Booleans: true:0 (0.0%), false:5,874 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,874/427,135 (1.4%) +Types: bool:5,874 +Booleans: true:0 (0.0%), false:5,874 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 1,405/427,135 (0.3%) +Types: bool:1,405 +Booleans: true:1,405 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 270/427,135 (0.1%) +Types: str:270 +String length avg: 4.7 +Unique strings tracked: 4 +String values distribution: + 'link': 210 (77.8%) + 'image': 31 (11.5%) + 'rich:video': 28 (10.4%) + 'self': 1 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 270/427,135 (0.1%) +Types: dict:270 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 66/427,135 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 66/427,135 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 66/427,135 (0.0%) +Types: str:63, NoneType:3 +Null/Empty: null:3 +String length avg: 7.9 +Unique strings tracked: 3 +String values distribution: + 't2_1ed7b': 57 (90.5%) + 't2_1wh0': 5 (7.9%) + 't2_ormx': 1 (1.6%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 66/427,135 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 66/427,135 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 66/427,135 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 66/427,135 (0.0%) +Types: list:66 +Null/Empty: empty_arr:66 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 66/427,135 (0.0%) +Types: list:66 +Null/Empty: empty_arr:66 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 66/427,135 (0.0%) +Types: str:66 +String length avg: 95.3 +Unique strings tracked: 65 +Top 5 string values: + 'http://wanfest.newegg.ca/?cm_mmc=Reddit-_-CAWanfes...': 2 (3.0%) + 'http://www.lge.com/us/tv-audio-video/video/LG-blu-...': 1 (1.5%) + 'http://ad.doubleclick.net/clk;216027063;38469581;k...': 1 (1.5%) + 'http://www.amazon.com/gp/product/B000MMMT9G?ie=UTF...': 1 (1.5%) + 'http://blog.reddit.com/search/label/interviews': 1 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 66/427,135 (0.0%) +Types: bool:66 +Booleans: true:0 (0.0%), false:66 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 66/427,135 (0.0%) +Types: str:66 +Null/Empty: empty_str:66 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 66/427,135 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 66/427,135 (0.0%) +Types: dict:66 +Null/Empty: empty_obj:63 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 66/427,135 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 66/427,135 (0.0%) +Types: bool:66 +Booleans: true:63 (95.5%), false:3 (4.5%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 66/427,135 (0.0%) +Types: int:66 +Numeric values: 66 total +Numeric range: min:88,740, max:2,349,911, avg:2106225.3 +Numeric std dev: 643747.3 +Unique numbers tracked: 3 +Numeric values distribution: + 2,349,911: 57 (86.4%) + 88,740: 5 (7.6%) + 1,155,561: 4 (6.1%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 66/427,135 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 66/427,135 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 66/427,135 (0.0%) +Types: list:66 +Null/Empty: empty_arr:66 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 66/427,135 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 66/427,135 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 2/427,135 (0.0%) +Types: str:2 +Null/Empty: empty_str:2 + +================================================================================ + +================================================================================ +FILE: RS_2009-08.jsonl +Analysis Time: 2026-01-15 06:17:27 +================================================================================ +Total lines: 435,860 +Processed lines: 435,860 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:435,797 (100.0%), false:63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 9.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 342 (0.1%) + 'novosti': 31 (0.0%) + 'jalam1001': 19 (0.0%) + 'punkxxx': 11 (0.0%) + 'lajaymzblogger': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 435,860/435,860 (100.0%) +Types: NoneType:351,266, str:84,594 +Null/Empty: null:351,266, empty_str:84,594 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 435,860/435,860 (100.0%) +Types: NoneType:432,917, str:2,943 +Null/Empty: null:432,917, empty_str:480 +String length avg: 9.0 +Unique strings tracked: 418 +Top 5 string values: + 'no-knight': 161 (6.5%) + 'lastfm': 89 (3.6%) + 'tula': 81 (3.3%) + 's1 2 team-2 country-eng': 66 (2.7%) + 'default': 50 (2.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 435,860/435,860 (100.0%) +Types: NoneType:432,854, str:3,006 +Null/Empty: null:432,854, empty_str:175 +String length avg: 14.5 +Unique strings tracked: 582 +Top 5 string values: + 'Atheist': 88 (3.1%) + 'Община': 81 (2.9%) + 'Manchester United': 66 (2.3%) + 'stop Ⓥoting, stⒶrt building': 57 (2.0%) + 'Anti-Theist': 48 (1.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 435,860/435,860 (100.0%) +Types: NoneType:351,266, str:84,594 +Null/Empty: null:351,266 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 84,594 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:375,871 (86.2%), false:59,989 (13.8%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:351,367 (80.6%), false:84,493 (19.4%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:0 (0.0%), false:435,860 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 435,860/435,860 (100.0%) +Types: int:435,860 +Numeric values: 435,860 total +Numeric range: min:1,249,084,800, max:1,251,763,169, avg:1250448524.4 +Numeric std dev: 761844.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 435,860/435,860 (100.0%) +Types: NoneType:435,581, str:279 +Null/Empty: null:435,581 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 276 (98.9%) + 'admin': 3 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 101 (0.0%) + 'self.AskReddit': 49 (0.0%) + 'examiner.com': 36 (0.0%) + 'self.reddit.com': 32 (0.0%) + 'imgur.com': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 435,860/435,860 (100.0%) +Types: bool:429,902, float:5,958 +Booleans: true:0 (0.0%), false:429,902 (100.0%) +Numeric values: 5,958 total +Numeric range: min:1,249,088,530.0, max:1,518,631,917.0, avg:1251534774.9 +Numeric std dev: 14527086.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 435,860/435,860 (100.0%) +Types: int:435,860 +Numeric values: 435,860 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 435,858 (100.0%) + 1: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:0 (0.0%), false:435,860 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:22 (0.0%), false:435,838 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '96hmd': 1 (0.0%) + '96hme': 1 (0.0%) + '96hmf': 1 (0.0%) + '96hmg': 1 (0.0%) + '96hmh': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:133,147 (30.5%), false:302,713 (69.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:0 (0.0%), false:435,860 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:40,888 (9.4%), false:394,972 (90.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:0 (0.0%), false:435,860 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 435,860/435,860 (100.0%) +Types: NoneType:435,823, str:37 +Null/Empty: null:435,823, empty_str:11 +String length avg: 7.3 +Unique strings tracked: 14 +Top 5 string values: + 'snoo': 6 (23.1%) + 'solvedcase': 3 (11.5%) + 'dead-link': 3 (11.5%) + 'nonwhitelistedchannel': 2 (7.7%) + 'nine': 2 (7.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 435,860/435,860 (100.0%) +Types: list:435,860 +Null/Empty: empty_arr:435,817 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 435,860/435,860 (100.0%) +Types: NoneType:435,817, str:43 +Null/Empty: null:435,817 +String length avg: 10.4 +Unique strings tracked: 19 +Top 5 string values: + 'Legacy /r/MSS': 11 (25.6%) + 'snoo': 6 (14.0%) + 'Solved': 3 (7.0%) + 'He's Dead Jim!': 3 (7.0%) + 'Non-whitelisted Youtube Channel': 2 (4.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 435,860 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 435,817 (100.0%) + 'richtext': 43 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:4 (0.0%), false:435,856 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 435,860/435,860 (100.0%) +Types: NoneType:435,836, dict:24 +Null/Empty: null:435,836 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 435,860/435,860 (100.0%) +Types: dict:435,860 +Null/Empty: empty_obj:435,836 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:353,514 (81.1%), false:82,346 (18.9%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 435,860/435,860 (100.0%) +Types: int:435,860 +Numeric values: 435,860 total +Numeric range: min:0, max:4,798, avg:3.7 +Numeric std dev: 29.6 +Unique numbers tracked: 692 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 435,860/435,860 (100.0%) +Types: int:435,860 +Numeric values: 435,860 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 435,855 (100.0%) + 1: 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:9,765 (2.2%), false:426,095 (97.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 435,860/435,860 (100.0%) +Types: str:403,358, NoneType:32,502 +Null/Empty: null:32,502 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 375,871 (93.2%) + 'promo_specified': 14,411 (3.6%) + 'promo_adult_nsfw': 7,853 (1.9%) + 'promo_adult': 2,932 (0.7%) + 'no_ads': 1,376 (0.3%) + 'promo_all': 891 (0.2%) + 'house_only': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 66.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/96hmd/fcc_looking_into_att_...': 1 (0.0%) + '/r/reddit.com/comments/96hme/country_people_v_hick...': 1 (0.0%) + '/r/reddit.com/comments/96hmf/i_see_your_wolf_shirt...': 1 (0.0%) + '/r/reddit.com/comments/96hmg/menurunkan_berat_bada...': 1 (0.0%) + '/r/reddit.com/comments/96hmh/sickest_buddha_rofl_c...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 435,860/435,860 (100.0%) +Types: int:435,860 +Numeric values: 435,860 total +Numeric range: min:1,522,811,258, max:1,522,818,030, avg:1522814623.8 +Numeric std dev: 1949.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 435,860 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 435,860/435,860 (100.0%) +Types: int:435,860 +Numeric values: 435,860 total +Numeric range: min:0, max:12,966, avg:6.5 +Numeric std dev: 64.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 435,860/435,860 (100.0%) +Types: NoneType:435,836, dict:24 +Null/Empty: null:435,836 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 435,860/435,860 (100.0%) +Types: dict:435,860 +Null/Empty: empty_obj:435,836 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +Null/Empty: empty_str:351,052 +String length avg: 115.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 4,299 (5.1%) + '[removed]': 867 (1.0%) + 'Is it possible?': 3 (0.0%) + 'Information from the Icelandic bank Kaupthing has ...': 3 (0.0%) + '**New subreddit announcement - /r/InThisThread** + +...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:435,859 (100.0%), false:1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:3 (0.0%), false:435,857 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:0 (0.0%), false:435,860 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 17,674 (4.1%) + 'pics': 1,783 (0.4%) + 'politics': 1,586 (0.4%) + 'funny': 1,089 (0.2%) + 'technology': 962 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 17,674 (4.1%) + 't5_2qh0u': 1,783 (0.4%) + 't5_2cneq': 1,586 (0.4%) + 't5_2qh33': 1,089 (0.2%) + 't5_2qh16': 962 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 17,674 (4.1%) + 'r/pics': 1,783 (0.4%) + 'r/politics': 1,586 (0.4%) + 'r/funny': 1,089 (0.2%) + 'r/technology': 962 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 233,832 (53.6%) + 'archived': 198,977 (45.7%) + 'restricted': 3,051 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 435,860/435,860 (100.0%) +Types: NoneType:427,088, str:8,772 +Null/Empty: null:427,088 +String length avg: 9.4 +Unique strings tracked: 4 +String values distribution: + 'confidence': 8,048 (91.7%) + 'top': 450 (5.1%) + 'new': 270 (3.1%) + 'old': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +Null/Empty: empty_str:89,045 +String length avg: 6.9 +Unique strings tracked: 206 +Top 5 string values: + 'default': 327,620 (94.5%) + 'self': 18,986 (5.5%) + 'https://b.thumbs.redditmedia.com/is90L6pCzoWt62oDP...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/L2FasslM6BcQVPLnA...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/MkiUGCyGKoGCtoI1u...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 58.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'US file-sharer gets $700,000 fine': 3 (0.0%) + 'Quickest method to put on a condom, MUST SEE': 3 (0.0%) + 'Scientist shortage? Maybe not - USATODAY.com': 3 (0.0%) + 'I see your wolf shirt, and raise you an elephant, ...': 2 (0.0%) + 'Soccer girl gets DRILLED in the face [video]': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 71.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://news.bbc.co.uk/2/hi/technology/8177285.stm': 4 (0.0%) + 'http://www.amazon.com/gp/product/B000K36YAC?ie=UTF...': 3 (0.0%) + 'http://www.youtube.com/watch?v=MA6UvIhqc_o': 3 (0.0%) + 'http://online.wsj.com/article/SB124908121794098073...': 3 (0.0%) + 'http://clickandporn.com/videos/11482/quickest-meth...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 435,860/435,860 (100.0%) +Types: str:403,358, NoneType:32,502 +Null/Empty: null:32,502 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 374,851 (92.9%) + 'promo_specified': 14,411 (3.6%) + 'promo_adult_nsfw': 8,919 (2.2%) + 'promo_adult': 2,893 (0.7%) + 'no_ads': 1,376 (0.3%) + 'promo_all': 884 (0.2%) + 'house_only': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 351,367/435,860 (80.6%) +Types: list:351,367 +Null/Empty: empty_arr:348,536 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 351,367/435,860 (80.6%) +Types: str:351,367 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 348,536 (99.2%) + 'richtext': 2,831 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 346,815/435,860 (79.6%) +Types: NoneType:346,588, int:227 +Null/Empty: null:346,588 +Numeric values: 227 total +Numeric range: min:19, max:140, avg:105.0 +Numeric std dev: 30.3 +Unique numbers tracked: 56 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 346,815/435,860 (79.6%) +Types: NoneType:346,588, int:227 +Null/Empty: null:346,588 +Numeric values: 227 total +Numeric range: min:35, max:140, avg:134.4 +Numeric std dev: 19.8 +Unique numbers tracked: 6 +Numeric values distribution: + 140: 210 (92.5%) + 70: 13 (5.7%) + 69: 1 (0.4%) + 50: 1 (0.4%) + 47: 1 (0.4%) + 35: 1 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,434/435,860 (1.2%) +Types: bool:5,434 +Booleans: true:1 (0.0%), false:5,433 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,434/435,860 (1.2%) +Types: bool:5,434 +Booleans: true:0 (0.0%), false:5,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,434/435,860 (1.2%) +Types: bool:5,434 +Booleans: true:0 (0.0%), false:5,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,434/435,860 (1.2%) +Types: bool:5,434 +Booleans: true:0 (0.0%), false:5,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 1,234/435,860 (0.3%) +Types: bool:1,234 +Booleans: true:1,234 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 210/435,860 (0.0%) +Types: str:210 +String length avg: 4.6 +Unique strings tracked: 4 +String values distribution: + 'link': 162 (77.1%) + 'image': 32 (15.2%) + 'rich:video': 14 (6.7%) + 'self': 2 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 210/435,860 (0.0%) +Types: dict:210 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 63/435,860 (0.0%) +Types: NoneType:63 +Null/Empty: null:63 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 63/435,860 (0.0%) +Types: NoneType:63 +Null/Empty: null:63 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 63/435,860 (0.0%) +Types: str:61, NoneType:2 +Null/Empty: null:2 +String length avg: 8.0 +Unique strings tracked: 3 +String values distribution: + 't2_1ed7b': 58 (95.1%) + 't2_1wh0': 2 (3.3%) + 't2_ormx': 1 (1.6%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 63/435,860 (0.0%) +Types: NoneType:63 +Null/Empty: null:63 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 63/435,860 (0.0%) +Types: NoneType:63 +Null/Empty: null:63 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 63/435,860 (0.0%) +Types: NoneType:63 +Null/Empty: null:63 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 63/435,860 (0.0%) +Types: list:63 +Null/Empty: empty_arr:63 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 63/435,860 (0.0%) +Types: list:63 +Null/Empty: empty_arr:63 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 63/435,860 (0.0%) +Types: str:63 +String length avg: 78.6 +Unique strings tracked: 57 +Top 5 string values: + 'http://store.xkcd.com/reddit': 3 (4.8%) + 'http://www.amazon.com/gp/feature.html?ie=UTF8&...': 2 (3.2%) + 'http://www.lge.com/us/tv-audio-video/video/LG-blu-...': 2 (3.2%) + 'http://www.hostrocket.com/?4': 2 (3.2%) + 'http://www.gamefly.com/promo': 2 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 63/435,860 (0.0%) +Types: bool:63 +Booleans: true:0 (0.0%), false:63 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 63/435,860 (0.0%) +Types: str:63 +Null/Empty: empty_str:63 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 63/435,860 (0.0%) +Types: NoneType:63 +Null/Empty: null:63 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 63/435,860 (0.0%) +Types: dict:63 +Null/Empty: empty_obj:63 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 63/435,860 (0.0%) +Types: NoneType:63 +Null/Empty: null:63 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 63/435,860 (0.0%) +Types: bool:63 +Booleans: true:63 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 63/435,860 (0.0%) +Types: int:39, NoneType:24 +Null/Empty: null:24 +Numeric values: 39 total +Numeric range: min:88,740, max:2,349,911, avg:2203329.2 +Numeric std dev: 526583.0 +Unique numbers tracked: 3 +Numeric values distribution: + 2,349,911: 36 (92.3%) + 88,740: 2 (5.1%) + 1,155,561: 1 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 63/435,860 (0.0%) +Types: NoneType:63 +Null/Empty: null:63 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 63/435,860 (0.0%) +Types: NoneType:63 +Null/Empty: null:63 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 63/435,860 (0.0%) +Types: list:63 +Null/Empty: empty_arr:63 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 63/435,860 (0.0%) +Types: NoneType:63 +Null/Empty: null:63 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 63/435,860 (0.0%) +Types: NoneType:63 +Null/Empty: null:63 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 9/435,860 (0.0%) +Types: str:9 +Null/Empty: empty_str:9 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 6/435,860 (0.0%) +Types: str:6 +String length avg: 36.0 +Unique strings tracked: 1 +String values distribution: + '5fcc47d2-2ebf-11e8-8a11-0e9586a0d81c': 6 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2009-09.jsonl +Analysis Time: 2026-01-15 06:18:00 +================================================================================ +Total lines: 443,037 +Processed lines: 443,037 +Total unique fields: 86 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:442,997 (100.0%), false:40 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 9.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 373 (0.1%) + 'dheeruyadav': 37 (0.0%) + 'obamajoker': 20 (0.0%) + 'mash5': 18 (0.0%) + 'lovey0': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 443,037/443,037 (100.0%) +Types: NoneType:355,746, str:87,291 +Null/Empty: null:355,746, empty_str:87,291 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 443,037/443,037 (100.0%) +Types: NoneType:439,505, str:3,532 +Null/Empty: null:439,505, empty_str:504 +String length avg: 9.2 +Unique strings tracked: 488 +Top 5 string values: + 'no-knight': 112 (3.7%) + 'fsm': 74 (2.4%) + 'cnty-england': 71 (2.3%) + 'ross-brawn': 71 (2.3%) + 'tula': 69 (2.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 443,037/443,037 (100.0%) +Types: NoneType:439,482, str:3,555 +Null/Empty: null:439,482, empty_str:231 +String length avg: 13.6 +Unique strings tracked: 698 +Top 5 string values: + 'Atheist': 110 (3.3%) + 'His Royal Majesty Ross Brawn': 71 (2.1%) + 'Kent': 70 (2.1%) + 'Община': 69 (2.1%) + 'England': 53 (1.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 443,037/443,037 (100.0%) +Types: NoneType:355,746, str:87,291 +Null/Empty: null:355,746 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 87,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:380,593 (85.9%), false:62,444 (14.1%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:355,957 (80.3%), false:87,080 (19.7%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:0 (0.0%), false:443,037 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 443,037/443,037 (100.0%) +Types: int:443,037 +Numeric values: 443,037 total +Numeric range: min:1,251,763,200, max:1,254,355,194, avg:1253046220.4 +Numeric std dev: 754147.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 443,037/443,037 (100.0%) +Types: NoneType:442,847, str:190 +Null/Empty: null:442,847 +String length avg: 8.9 +Unique strings tracked: 2 +String values distribution: + 'moderator': 187 (98.4%) + 'admin': 3 (1.6%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 82 (0.0%) + 'self.AskReddit': 49 (0.0%) + 'self.reddit.com': 45 (0.0%) + 'froggertv.com': 36 (0.0%) + 'imgur.com': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 443,037/443,037 (100.0%) +Types: bool:435,647, float:7,390 +Booleans: true:0 (0.0%), false:435,647 (100.0%) +Numeric values: 7,390 total +Numeric range: min:1,251,766,868.0, max:1,521,756,449.0, avg:1254177768.1 +Numeric std dev: 14455008.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 443,037/443,037 (100.0%) +Types: int:443,037 +Numeric values: 443,037 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 443,037 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:0 (0.0%), false:443,037 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:12 (0.0%), false:443,025 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9fhn2': 1 (0.0%) + '9fpg6': 1 (0.0%) + '9fy15': 1 (0.0%) + '9g0rh': 1 (0.0%) + '9g0wi': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:116,049 (26.2%), false:326,988 (73.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:0 (0.0%), false:443,037 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:49,906 (11.3%), false:393,131 (88.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:0 (0.0%), false:443,037 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 443,037/443,037 (100.0%) +Types: NoneType:442,989, str:48 +Null/Empty: null:442,989, empty_str:13 +String length avg: 8.0 +Unique strings tracked: 19 +Top 5 string values: + 'dead-link': 13 (37.1%) + 'official': 4 (11.4%) + 'solvedcase': 2 (5.7%) + 'twenty': 1 (2.9%) + 'nonwhitelistedchannel': 1 (2.9%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 443,037/443,037 (100.0%) +Types: list:443,037 +Null/Empty: empty_arr:442,984 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 443,037/443,037 (100.0%) +Types: NoneType:442,983, str:54 +Null/Empty: null:442,983, empty_str:1 +String length avg: 12.1 +Unique strings tracked: 27 +Top 5 string values: + 'He's Dead Jim!': 13 (24.5%) + 'Legacy /r/MSS': 8 (15.1%) + 'Official Source': 4 (7.5%) + 'Video': 3 (5.7%) + '[askreddit]': 2 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 443,037 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 442,984 (100.0%) + 'richtext': 53 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:5 (0.0%), false:443,032 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 443,037/443,037 (100.0%) +Types: NoneType:442,992, dict:45 +Null/Empty: null:442,992 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 443,037/443,037 (100.0%) +Types: dict:443,037 +Null/Empty: empty_obj:442,992 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:366,377 (82.7%), false:76,660 (17.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 443,037/443,037 (100.0%) +Types: int:443,037 +Numeric values: 443,037 total +Numeric range: min:0, max:2,555, avg:4.1 +Numeric std dev: 30.6 +Unique numbers tracked: 735 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 443,037/443,037 (100.0%) +Types: int:443,037 +Numeric values: 443,037 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 443,036 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:9,600 (2.2%), false:433,437 (97.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 443,037/443,037 (100.0%) +Types: str:411,489, NoneType:31,548 +Null/Empty: null:31,548 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 380,593 (92.5%) + 'promo_specified': 16,710 (4.1%) + 'promo_adult_nsfw': 8,144 (2.0%) + 'promo_adult': 3,684 (0.9%) + 'no_ads': 1,514 (0.4%) + 'promo_all': 806 (0.2%) + 'house_only': 38 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 66.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/comments/9fhn2/violent_groundacquisition_games_su...': 1 (0.0%) + '/comments/9fpg6/time_to_draw_a_bath_get_out_your_m...': 1 (0.0%) + '/comments/9fy15/sony_releases_the_newest_member_of...': 1 (0.0%) + '/comments/9g0rh/reddit_recommended_dropbox_file_sy...': 1 (0.0%) + '/r/reddit.com/comments/9g0wi/best_mobile_software_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 443,037/443,037 (100.0%) +Types: int:443,037 +Numeric values: 443,037 total +Numeric range: min:1,522,817,647, max:1,522,824,865, avg:1522821447.1 +Numeric std dev: 1974.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 443,037 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 443,037/443,037 (100.0%) +Types: int:443,037 +Numeric values: 443,037 total +Numeric range: min:0, max:6,688, avg:6.1 +Numeric std dev: 55.3 +Unique numbers tracked: 984 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 443,037/443,037 (100.0%) +Types: NoneType:442,992, dict:45 +Null/Empty: null:442,992 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 443,037/443,037 (100.0%) +Types: dict:443,037 +Null/Empty: empty_obj:442,992 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +Null/Empty: empty_str:350,616 +String length avg: 123.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 3,797 (4.1%) + '[removed]': 970 (1.0%) + 'Brian May has been hailed as one of the world's mo...': 2 (0.0%) + 'Without a fun outgoing bouncer, I'm going to think...': 2 (0.0%) + 'So I just tried this Spice Gold Spirit and it feel...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:443,037 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:28 (0.0%), false:443,009 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:0 (0.0%), false:443,037 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 18,030 (4.1%) + 'politics': 1,788 (0.4%) + 'pics': 1,645 (0.4%) + 'WTF': 1,079 (0.2%) + 'funny': 1,001 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 18,030 (4.1%) + 't5_2cneq': 1,788 (0.4%) + 't5_2qh0u': 1,645 (0.4%) + 't5_2qh61': 1,079 (0.2%) + 't5_2qh33': 1,001 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 18,030 (4.1%) + 'r/politics': 1,788 (0.4%) + 'r/pics': 1,645 (0.4%) + 'r/WTF': 1,079 (0.2%) + 'r/funny': 1,001 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 237,419 (53.6%) + 'archived': 202,792 (45.8%) + 'restricted': 2,826 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 443,037/443,037 (100.0%) +Types: NoneType:434,303, str:8,734 +Null/Empty: null:434,303 +String length avg: 9.4 +Unique strings tracked: 3 +String values distribution: + 'confidence': 8,028 (91.9%) + 'top': 381 (4.4%) + 'new': 325 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +Null/Empty: empty_str:72,249 +String length avg: 6.9 +Unique strings tracked: 258 +Top 5 string values: + 'default': 347,903 (93.8%) + 'self': 22,627 (6.1%) + 'https://a.thumbs.redditmedia.com/ddpzR8denG23WaUo-...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/sAJ-9svvxCYi5u7gZ...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/sI2qn0bRhY-ZvbUjT...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 59.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Bananas and Ice Cream (real sex diary)': 4 (0.0%) + '"DRUG CRAZY: How We Got Into this Mess and How We ...': 3 (0.0%) + '"For some still mysterious reason, a chemical in t...': 3 (0.0%) + 'Poll: Democrats' Hard Left Agenda Is Driving Away ...': 2 (0.0%) + 'Travis Barker Cancels Concert': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 71.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://privatesexblog.wordpress.com/2009/08/31/ban...': 4 (0.0%) + 'http://libertary.com/read-book/41': 3 (0.0%) + 'http://andrewsullivan.theatlantic.com/the_daily_di...': 3 (0.0%) + 'http://www.usnews.com/blogs/peter-roff/2009/08/31/...': 2 (0.0%) + 'http://www.amazon.com/JL421-Badonkadonk-Land-Cruis...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 443,037/443,037 (100.0%) +Types: str:411,489, NoneType:31,548 +Null/Empty: null:31,548 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 379,606 (92.3%) + 'promo_specified': 16,710 (4.1%) + 'promo_adult_nsfw': 9,165 (2.2%) + 'promo_adult': 3,655 (0.9%) + 'no_ads': 1,514 (0.4%) + 'promo_all': 801 (0.2%) + 'house_only': 38 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 370,788/443,037 (83.7%) +Types: NoneType:370,481, int:307 +Null/Empty: null:370,481 +Numeric values: 307 total +Numeric range: min:8, max:140, avg:103.5 +Numeric std dev: 30.5 +Unique numbers tracked: 69 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 370,788/443,037 (83.7%) +Types: NoneType:370,481, int:307 +Null/Empty: null:370,481 +Numeric values: 307 total +Numeric range: min:50, max:140, avg:132.8 +Numeric std dev: 21.6 +Unique numbers tracked: 4 +Numeric values distribution: + 140: 276 (89.9%) + 70: 28 (9.1%) + 50: 2 (0.7%) + 62: 1 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 355,957/443,037 (80.3%) +Types: list:355,957 +Null/Empty: empty_arr:352,633 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 355,957/443,037 (80.3%) +Types: str:355,957 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 352,633 (99.1%) + 'richtext': 3,324 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,213/443,037 (1.2%) +Types: bool:5,213 +Booleans: true:1 (0.0%), false:5,212 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,213/443,037 (1.2%) +Types: bool:5,213 +Booleans: true:0 (0.0%), false:5,213 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,213/443,037 (1.2%) +Types: bool:5,213 +Booleans: true:0 (0.0%), false:5,213 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,213/443,037 (1.2%) +Types: bool:5,213 +Booleans: true:0 (0.0%), false:5,213 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 1,074/443,037 (0.2%) +Types: bool:1,074 +Booleans: true:1,074 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 262/443,037 (0.1%) +Types: str:262 +String length avg: 4.9 +Unique strings tracked: 4 +String values distribution: + 'link': 181 (69.1%) + 'image': 47 (17.9%) + 'rich:video': 30 (11.5%) + 'self': 4 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 262/443,037 (0.1%) +Types: dict:262 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 40/443,037 (0.0%) +Types: NoneType:40 +Null/Empty: null:40 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 40/443,037 (0.0%) +Types: NoneType:40 +Null/Empty: null:40 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 40/443,037 (0.0%) +Types: str:34, NoneType:6 +Null/Empty: null:6 +String length avg: 7.9 +Unique strings tracked: 2 +String values distribution: + 't2_1ed7b': 30 (88.2%) + 't2_1wh0': 4 (11.8%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 40/443,037 (0.0%) +Types: NoneType:40 +Null/Empty: null:40 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 40/443,037 (0.0%) +Types: NoneType:40 +Null/Empty: null:40 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 40/443,037 (0.0%) +Types: NoneType:40 +Null/Empty: null:40 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 40/443,037 (0.0%) +Types: list:40 +Null/Empty: empty_arr:40 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 40/443,037 (0.0%) +Types: list:40 +Null/Empty: empty_arr:40 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 40/443,037 (0.0%) +Types: str:40 +String length avg: 79.3 +Unique strings tracked: 30 +Top 5 string values: + 'http://www.gamefly.com/promo': 5 (12.5%) + 'http://www.flowbee.com/': 4 (10.0%) + 'http://blog.reddit.com/2009/09/help-reddit-hack-wo...': 2 (5.0%) + 'http://www.lge.com/us/tv-audio-video/home-theater-...': 2 (5.0%) + 'http://www.amazon.com/Connected-Surprising-Power-S...': 2 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 40/443,037 (0.0%) +Types: bool:40 +Booleans: true:0 (0.0%), false:40 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 40/443,037 (0.0%) +Types: str:40 +Null/Empty: empty_str:40 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 40/443,037 (0.0%) +Types: NoneType:40 +Null/Empty: null:40 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 40/443,037 (0.0%) +Types: dict:40 +Null/Empty: empty_obj:40 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 40/443,037 (0.0%) +Types: NoneType:40 +Null/Empty: null:40 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 40/443,037 (0.0%) +Types: bool:40 +Booleans: true:40 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 40/443,037 (0.0%) +Types: NoneType:40 +Null/Empty: null:40 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 40/443,037 (0.0%) +Types: NoneType:40 +Null/Empty: null:40 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 40/443,037 (0.0%) +Types: NoneType:40 +Null/Empty: null:40 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 40/443,037 (0.0%) +Types: list:40 +Null/Empty: empty_arr:40 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 40/443,037 (0.0%) +Types: NoneType:40 +Null/Empty: null:40 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 40/443,037 (0.0%) +Types: NoneType:40 +Null/Empty: null:40 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 3/443,037 (0.0%) +Types: str:3 +Null/Empty: empty_str:3 + +================================================================================ + +================================================================================ +FILE: RS_2009-10.jsonl +Analysis Time: 2026-01-15 06:18:33 +================================================================================ +Total lines: 461,702 +Processed lines: 461,702 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:461,636 (100.0%), false:66 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 9.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 397 (0.1%) + 'Gemma21': 32 (0.0%) + 'qazamisan': 11 (0.0%) + 'charlatan': 11 (0.0%) + 'TheHiveQueen': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 461,702/461,702 (100.0%) +Types: NoneType:372,787, str:88,915 +Null/Empty: null:372,787, empty_str:88,915 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 461,702/461,702 (100.0%) +Types: NoneType:457,678, str:4,024 +Null/Empty: null:457,678, empty_str:603 +String length avg: 8.9 +Unique strings tracked: 574 +Top 5 string values: + 'cnty-england': 118 (3.4%) + 'atheismftw': 113 (3.3%) + 'no-knight': 98 (2.9%) + 'default': 91 (2.7%) + 'lfm': 67 (2.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 461,702/461,702 (100.0%) +Types: NoneType:457,631, str:4,071 +Null/Empty: null:457,631, empty_str:295 +String length avg: 13.5 +Unique strings tracked: 791 +Top 5 string values: + 'Kent': 113 (3.0%) + 'The Giraffe': 113 (3.0%) + 'Atheist': 86 (2.3%) + 'Horror': 82 (2.2%) + 'Libertarian': 73 (1.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 461,702/461,702 (100.0%) +Types: NoneType:372,787, str:88,915 +Null/Empty: null:372,787 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 88,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:397,354 (86.1%), false:64,348 (13.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:373,004 (80.8%), false:88,698 (19.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:0 (0.0%), false:461,702 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 461,702/461,702 (100.0%) +Types: int:461,702 +Numeric values: 461,702 total +Numeric range: min:1,254,355,200, max:1,257,033,599, avg:1255718674.8 +Numeric std dev: 766941.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 461,702/461,702 (100.0%) +Types: NoneType:461,495, str:207 +Null/Empty: null:461,495 +String length avg: 8.9 +Unique strings tracked: 2 +String values distribution: + 'moderator': 202 (97.6%) + 'admin': 5 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 123 (0.0%) + 'self.AskReddit': 80 (0.0%) + 'self.reddit.com': 54 (0.0%) + 'imgur.com': 35 (0.0%) + 'porncorporation.com': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 461,702/461,702 (100.0%) +Types: bool:452,546, float:9,156 +Booleans: true:0 (0.0%), false:452,546 (100.0%) +Numeric values: 9,156 total +Numeric range: min:1,254,358,824.0, max:1,521,756,448.0, avg:1256656286.0 +Numeric std dev: 14140598.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 461,702/461,702 (100.0%) +Types: int:461,702 +Numeric values: 461,702 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 461,702 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:0 (0.0%), false:461,702 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:40 (0.0%), false:461,662 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9pl81': 1 (0.0%) + '9pmv9': 1 (0.0%) + '9pmw7': 1 (0.0%) + '9poq2': 1 (0.0%) + '9poq3': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:124,295 (26.9%), false:337,407 (73.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:0 (0.0%), false:461,702 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:54,384 (11.8%), false:407,318 (88.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:0 (0.0%), false:461,702 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 461,702/461,702 (100.0%) +Types: NoneType:461,647, str:55 +Null/Empty: null:461,647, empty_str:7 +String length avg: 8.3 +Unique strings tracked: 27 +Top 5 string values: + 'interactive': 7 (14.6%) + 'ten': 4 (8.3%) + 'discussion': 3 (6.2%) + 'solvedcase': 3 (6.2%) + 'official': 3 (6.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 461,702/461,702 (100.0%) +Types: list:461,702 +Null/Empty: empty_arr:461,648 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 461,702/461,702 (100.0%) +Types: NoneType:461,644, str:58 +Null/Empty: null:461,644, empty_str:4 +String length avg: 9.6 +Unique strings tracked: 32 +Top 5 string values: + 'interactive': 7 (13.0%) + 'Discussion': 3 (5.6%) + 'Solved': 3 (5.6%) + 'Official Source': 3 (5.6%) + 'Legacy /r/MSS': 3 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 461,702 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 461,648 (100.0%) + 'richtext': 54 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:5 (0.0%), false:461,697 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 461,702/461,702 (100.0%) +Types: NoneType:461,664, dict:38 +Null/Empty: null:461,664 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 461,702/461,702 (100.0%) +Types: dict:461,702 +Null/Empty: empty_obj:461,664 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:376,071 (81.5%), false:85,631 (18.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 461,702/461,702 (100.0%) +Types: int:461,702 +Numeric values: 461,702 total +Numeric range: min:0, max:5,050, avg:4.4 +Numeric std dev: 36.5 +Unique numbers tracked: 772 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 461,702/461,702 (100.0%) +Types: int:461,702 +Numeric values: 461,702 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 461,700 (100.0%) + 1: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:10,382 (2.2%), false:451,320 (97.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 461,702/461,702 (100.0%) +Types: str:429,053, NoneType:32,649 +Null/Empty: null:32,649 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 397,354 (92.6%) + 'promo_specified': 16,369 (3.8%) + 'promo_adult_nsfw': 8,776 (2.0%) + 'promo_adult': 3,958 (0.9%) + 'no_ads': 1,499 (0.3%) + 'promo_all': 1,057 (0.2%) + 'house_only': 40 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 66.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/comments/9pl81/nintendo_wii_now_only_19999/': 1 (0.0%) + '/comments/9pmv9/dont_want_to_break_your_upcoming_b...': 1 (0.0%) + '/comments/9pmw7/use_the_twitter_heres_a_direct_lin...': 1 (0.0%) + '/r/ronpaul/comments/9poq2/bernanke_america_needs_a...': 1 (0.0%) + '/r/WTF/comments/9poq3/do_muslims_have_anything_aga...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 461,702/461,702 (100.0%) +Types: int:461,702 +Numeric values: 461,702 total +Numeric range: min:1,522,824,797, max:1,522,847,669, avg:1522834636.2 +Numeric std dev: 9460.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 461,702 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 461,702/461,702 (100.0%) +Types: int:461,702 +Numeric values: 461,702 total +Numeric range: min:0, max:4,704, avg:6.1 +Numeric std dev: 50.3 +Unique numbers tracked: 991 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 461,702/461,702 (100.0%) +Types: NoneType:461,664, dict:38 +Null/Empty: null:461,664 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 461,702/461,702 (100.0%) +Types: dict:461,702 +Null/Empty: empty_obj:461,664 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +Null/Empty: empty_str:365,177 +String length avg: 137.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 2,619 (2.7%) + '[removed]': 952 (1.0%) + 'I used to go to a website to watch hockey games wh...': 2 (0.0%) + '**Sept. 27, 2009** + +Being at boot camp kind of suc...': 2 (0.0%) + 'Important Question: What do you eat, at what inter...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:461,701 (100.0%), false:1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:21 (0.0%), false:461,681 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:0 (0.0%), false:461,702 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 15,270 (3.3%) + 'politics': 1,475 (0.3%) + 'AskReddit': 1,055 (0.2%) + 'pics': 935 (0.2%) + 'WTF': 913 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 15,270 (3.3%) + 't5_2cneq': 1,475 (0.3%) + 't5_2qh1i': 1,055 (0.2%) + 't5_2qh0u': 935 (0.2%) + 't5_2qh61': 913 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 15,270 (3.3%) + 'r/politics': 1,475 (0.3%) + 'r/AskReddit': 1,055 (0.2%) + 'r/pics': 935 (0.2%) + 'r/WTF': 913 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 247,856 (53.7%) + 'archived': 211,446 (45.8%) + 'restricted': 2,400 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 461,702/461,702 (100.0%) +Types: NoneType:451,502, str:10,200 +Null/Empty: null:451,502 +String length avg: 9.3 +Unique strings tracked: 4 +String values distribution: + 'confidence': 9,249 (90.7%) + 'new': 540 (5.3%) + 'top': 400 (3.9%) + 'old': 11 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +Null/Empty: empty_str:74,605 +String length avg: 6.9 +Unique strings tracked: 283 +Top 5 string values: + 'default': 361,572 (93.4%) + 'self': 25,244 (6.5%) + 'https://a.thumbs.redditmedia.com/Tzsgwo_SUUHiuwMpM...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/n9d2H034Trv7pbqQB...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/VofJQqXQ3Id7MhUoS...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 60.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Windows: The Path to Freeware Part II: Security': 5 (0.0%) + 'Review - NCIS: Los Angeles Season 1 Episode 2 +Th...': 3 (0.0%) + 'Amazon.com: don't tag our kindle with defectivebyd...': 3 (0.0%) + 'George Carlin in one of his last interviews- The A...': 3 (0.0%) + 'Numbers of Interest - Television Ratings for +Tue...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 71.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.earth-org.com/blogs/2009/09/freeware-se...': 5 (0.0%) + 'http://th3tvobsessed.blogspot.com/2009/09/review-n...': 3 (0.0%) + 'http://www.usatoday.com/money/industries/banking/2...': 3 (0.0%) + 'http://imgur.com/Rn878.png': 3 (0.0%) + 'http://www.youtube.com/watch?v=H6Ma0SVjMHA&fea...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 461,702/461,702 (100.0%) +Types: str:429,053, NoneType:32,649 +Null/Empty: null:32,649 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 396,130 (92.3%) + 'promo_specified': 16,369 (3.8%) + 'promo_adult_nsfw': 10,037 (2.3%) + 'promo_adult': 3,924 (0.9%) + 'no_ads': 1,499 (0.3%) + 'promo_all': 1,054 (0.2%) + 'house_only': 40 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 387,097/461,702 (83.8%) +Types: NoneType:386,694, int:403 +Null/Empty: null:386,694 +Numeric values: 403 total +Numeric range: min:1, max:140, avg:101.2 +Numeric std dev: 31.8 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 387,097/461,702 (83.8%) +Types: NoneType:386,694, int:403 +Null/Empty: null:386,694 +Numeric values: 403 total +Numeric range: min:1, max:140, avg:131.4 +Numeric std dev: 24.2 +Unique numbers tracked: 7 +Numeric values distribution: + 140: 357 (88.6%) + 70: 39 (9.7%) + 50: 3 (0.7%) + 40: 1 (0.2%) + 34: 1 (0.2%) + 1: 1 (0.2%) + 38: 1 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 373,004/461,702 (80.8%) +Types: list:373,004 +Null/Empty: empty_arr:369,228 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 373,004/461,702 (80.8%) +Types: str:373,004 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 369,228 (99.0%) + 'richtext': 3,776 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,822/461,702 (1.3%) +Types: bool:5,822 +Booleans: true:1 (0.0%), false:5,821 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,822/461,702 (1.3%) +Types: bool:5,822 +Booleans: true:0 (0.0%), false:5,822 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,822/461,702 (1.3%) +Types: bool:5,822 +Booleans: true:0 (0.0%), false:5,822 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,822/461,702 (1.3%) +Types: bool:5,822 +Booleans: true:0 (0.0%), false:5,822 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 748/461,702 (0.2%) +Types: bool:748 +Booleans: true:748 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 281/461,702 (0.1%) +Types: str:281 +String length avg: 4.6 +Unique strings tracked: 4 +String values distribution: + 'link': 214 (76.2%) + 'image': 43 (15.3%) + 'rich:video': 23 (8.2%) + 'self': 1 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 281/461,702 (0.1%) +Types: dict:281 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 66/461,702 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 66/461,702 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 66/461,702 (0.0%) +Types: str:59, NoneType:7 +Null/Empty: null:7 +String length avg: 8.0 +Unique strings tracked: 2 +String values distribution: + 't2_1ed7b': 58 (98.3%) + 't2_1wh0': 1 (1.7%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 66/461,702 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 66/461,702 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 66/461,702 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 66/461,702 (0.0%) +Types: list:66 +Null/Empty: empty_arr:66 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 66/461,702 (0.0%) +Types: list:66 +Null/Empty: empty_arr:66 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 66/461,702 (0.0%) +Types: str:66 +String length avg: 110.5 +Unique strings tracked: 35 +Top 5 string values: + 'http://ad.doubleclick.net/clk;216027063;38469581;k...': 22 (33.3%) + 'http://store.xkcd.com/reddit': 4 (6.1%) + 'http://www.microsoft.com/visualstudio': 3 (4.5%) + 'http://www.gamefly.com/promo': 2 (3.0%) + 'http://www.amazon.com/gp/redirect.html?ie=UTF8&...': 2 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 66/461,702 (0.0%) +Types: bool:66 +Booleans: true:0 (0.0%), false:66 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 66/461,702 (0.0%) +Types: str:66 +Null/Empty: empty_str:66 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 66/461,702 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 66/461,702 (0.0%) +Types: dict:66 +Null/Empty: empty_obj:66 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 66/461,702 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 66/461,702 (0.0%) +Types: bool:66 +Booleans: true:66 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 66/461,702 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 66/461,702 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 66/461,702 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 66/461,702 (0.0%) +Types: list:66 +Null/Empty: empty_arr:66 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 66/461,702 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 66/461,702 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 6/461,702 (0.0%) +Types: str:6 +Null/Empty: empty_str:6 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 2/461,702 (0.0%) +Types: str:2 +String length avg: 36.0 +Unique strings tracked: 1 +String values distribution: + '5fcc47d2-2ebf-11e8-8a11-0e9586a0d81c': 2 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2009-11.jsonl +Analysis Time: 2026-01-15 06:19:04 +================================================================================ +Total lines: 452,320 +Processed lines: 452,320 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:452,147 (100.0%), false:173 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 9.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 460 (0.1%) + 'mybaseballcardspace': 16 (0.0%) + 'antifacist': 11 (0.0%) + 'see0red': 9 (0.0%) + 'spamking007': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 452,320/452,320 (100.0%) +Types: NoneType:366,000, str:86,320 +Null/Empty: null:366,000, empty_str:86,320 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 452,320/452,320 (100.0%) +Types: NoneType:448,637, str:3,683 +Null/Empty: null:448,637, empty_str:589 +String length avg: 9.8 +Unique strings tracked: 562 +Top 5 string values: + 'lastfm': 144 (4.7%) + 'us-flag': 118 (3.8%) + 'no-knight': 96 (3.1%) + 'default': 63 (2.0%) + 'NHLR-KansasCityScouts-sheet1-col17-row21': 59 (1.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 452,320/452,320 (100.0%) +Types: NoneType:448,657, str:3,663 +Null/Empty: null:448,657, empty_str:291 +String length avg: 14.0 +Unique strings tracked: 804 +Top 5 string values: + 'America': 118 (3.5%) + 'conservationist': 96 (2.8%) + 'Horror': 65 (1.9%) + 'Kansas City Scouts - NHLR': 59 (1.7%) + 'The Giraffe': 52 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 452,320/452,320 (100.0%) +Types: NoneType:366,000, str:86,320 +Null/Empty: null:366,000 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 86,320 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:392,992 (86.9%), false:59,328 (13.1%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:366,169 (81.0%), false:86,151 (19.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:0 (0.0%), false:452,320 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 452,320/452,320 (100.0%) +Types: int:452,320 +Numeric values: 452,320 total +Numeric range: min:1,257,033,607, max:1,259,625,598, avg:1258318473.9 +Numeric std dev: 729947.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 452,320/452,320 (100.0%) +Types: NoneType:452,151, str:169 +Null/Empty: null:452,151 +String length avg: 8.9 +Unique strings tracked: 2 +String values distribution: + 'moderator': 164 (97.0%) + 'admin': 5 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 100 (0.0%) + 'imgur.com': 72 (0.0%) + 'self.AskReddit': 70 (0.0%) + 'self.reddit.com': 58 (0.0%) + 'examiner.com': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 452,320/452,320 (100.0%) +Types: bool:445,154, float:7,166 +Booleans: true:0 (0.0%), false:445,154 (100.0%) +Numeric values: 7,166 total +Numeric range: min:1,257,037,282.0, max:1,521,756,447.0, avg:1259616876.1 +Numeric std dev: 15896687.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 452,320/452,320 (100.0%) +Types: int:452,320 +Numeric values: 452,320 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 452,320 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:0 (0.0%), false:452,320 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:82 (0.0%), false:452,238 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9zrxu': 1 (0.0%) + '9zrxv': 1 (0.0%) + '9zrxw': 1 (0.0%) + '9zrxx': 1 (0.0%) + '9zrxy': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:123,160 (27.2%), false:329,160 (72.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:0 (0.0%), false:452,320 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:54,073 (12.0%), false:398,247 (88.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:0 (0.0%), false:452,320 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 452,320/452,320 (100.0%) +Types: NoneType:452,274, str:46 +Null/Empty: null:452,274, empty_str:3 +String length avg: 6.1 +Unique strings tracked: 27 +Top 5 string values: + 'text': 5 (11.6%) + 'dead-link': 3 (7.0%) + 'discussion': 3 (7.0%) + 'snoo': 3 (7.0%) + 'solvedcase': 3 (7.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 452,320/452,320 (100.0%) +Types: list:452,320 +Null/Empty: empty_arr:452,276 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 452,320/452,320 (100.0%) +Types: NoneType:452,273, str:47 +Null/Empty: null:452,273, empty_str:3 +String length avg: 8.2 +Unique strings tracked: 28 +Top 5 string values: + 'text': 5 (11.4%) + 'He's Dead Jim!': 3 (6.8%) + 'Discussion': 3 (6.8%) + 'snoo': 3 (6.8%) + 'Solved': 3 (6.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 452,320 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 452,276 (100.0%) + 'richtext': 44 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:15 (0.0%), false:452,305 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 452,320/452,320 (100.0%) +Types: NoneType:452,289, dict:31 +Null/Empty: null:452,289 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 452,320/452,320 (100.0%) +Types: dict:452,320 +Null/Empty: empty_obj:452,289 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:368,835 (81.5%), false:83,485 (18.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 452,320/452,320 (100.0%) +Types: int:452,320 +Numeric values: 452,320 total +Numeric range: min:0, max:5,542, avg:4.5 +Numeric std dev: 38.1 +Unique numbers tracked: 796 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 452,320/452,320 (100.0%) +Types: int:452,320 +Numeric values: 452,320 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 452,320 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:9,778 (2.2%), false:442,542 (97.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 452,320/452,320 (100.0%) +Types: str:421,852, NoneType:30,468 +Null/Empty: null:30,468 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 392,992 (93.2%) + 'promo_specified': 15,336 (3.6%) + 'promo_adult_nsfw': 8,265 (2.0%) + 'promo_adult': 2,807 (0.7%) + 'no_ads': 1,268 (0.3%) + 'promo_all': 1,118 (0.3%) + 'house_only': 66 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 66.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/politics/comments/9zrxu/noam_chomsky_crises_and...': 1 (0.0%) + '/r/entertainment/comments/9zrxv/it_would_appear_th...': 1 (0.0%) + '/r/science/comments/9zrxw/learn_about_oxygen/': 1 (0.0%) + '/r/pics/comments/9zrxx/now_go_make_me_a_sandwich/': 1 (0.0%) + '/r/CARTOON/comments/9zrxy/top_5_avatar_the_last_ai...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 452,320/452,320 (100.0%) +Types: int:452,320 +Numeric values: 452,320 total +Numeric range: min:1,522,847,669, max:1,522,862,998, avg:1522852928.7 +Numeric std dev: 4971.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 452,320 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 452,320/452,320 (100.0%) +Types: int:452,320 +Numeric values: 452,320 total +Numeric range: min:0, max:5,207, avg:6.0 +Numeric std dev: 49.5 +Unique numbers tracked: 965 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 452,320/452,320 (100.0%) +Types: NoneType:452,289, dict:31 +Null/Empty: null:452,289 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 452,320/452,320 (100.0%) +Types: dict:452,320 +Null/Empty: empty_obj:452,289 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +Null/Empty: empty_str:356,109 +String length avg: 131.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 2,707 (2.8%) + '[removed]': 1,046 (1.1%) + 'So here's the deal. One of my professors has asked...': 2 (0.0%) + 'My girlfriend and I are going out to a halloween p...': 1 (0.0%) + 'I bet 4 arms could have rivaled the hamburglar bac...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:452,320 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:10 (0.0%), false:452,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:0 (0.0%), false:452,320 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 13,295 (2.9%) + 'pics': 1,191 (0.3%) + 'politics': 1,050 (0.2%) + 'AskReddit': 976 (0.2%) + 'WTF': 753 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 13,295 (2.9%) + 't5_2qh0u': 1,191 (0.3%) + 't5_2cneq': 1,050 (0.2%) + 't5_2qh1i': 976 (0.2%) + 't5_2qh61': 753 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 13,295 (2.9%) + 'r/pics': 1,191 (0.3%) + 'r/politics': 1,050 (0.2%) + 'r/AskReddit': 976 (0.2%) + 'r/WTF': 753 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 7.0 +Unique strings tracked: 3 +String values distribution: + 'public': 237,027 (52.4%) + 'archived': 212,017 (46.9%) + 'restricted': 3,276 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 452,320/452,320 (100.0%) +Types: NoneType:443,479, str:8,841 +Null/Empty: null:443,479 +String length avg: 9.3 +Unique strings tracked: 6 +String values distribution: + 'confidence': 8,004 (90.5%) + 'top': 476 (5.4%) + 'new': 356 (4.0%) + 'old': 2 (0.0%) + 'qa': 2 (0.0%) + 'controversial': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +Null/Empty: empty_str:76,198 +String length avg: 6.9 +Unique strings tracked: 253 +Top 5 string values: + 'default': 351,447 (93.4%) + 'self': 24,422 (6.5%) + 'https://b.thumbs.redditmedia.com/qbpyAIyetRktbcOSL...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/WlTJBOfXeCtXMzWkj...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/th-2BjHhdjcIGFt5H...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 59.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Prison Life - Free online RPG': 3 (0.0%) + 'Perhaps we should abandon democracy and be ruled b...': 3 (0.0%) + 'EXPOSED: The Secret History of US Presidents Famil...': 3 (0.0%) + 'IAmA Ceiling Fan. AMA': 2 (0.0%) + 'Patients who are forced to wait 18 weeks for treat...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 71.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.youtube.com/watch?v=-a3PzU85osw': 5 (0.0%) + 'http://www.dailymail.co.uk/news/article-1223714/Wo...': 3 (0.0%) + 'http://www.prisonrpg.com/index.php?ref=45': 3 (0.0%) + 'http://blogs.telegraph.co.uk/news/danielhannan/100...': 3 (0.0%) + 'http://www.funnyordie.com/videos/8a55b1812a/pete-j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 452,320/452,320 (100.0%) +Types: str:421,852, NoneType:30,468 +Null/Empty: null:30,468 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 391,818 (92.9%) + 'promo_specified': 15,336 (3.6%) + 'promo_adult_nsfw': 9,461 (2.2%) + 'promo_adult': 2,787 (0.7%) + 'no_ads': 1,268 (0.3%) + 'promo_all': 1,116 (0.3%) + 'house_only': 66 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 376,122/452,320 (83.2%) +Types: NoneType:375,789, int:333 +Null/Empty: null:375,789 +Numeric values: 333 total +Numeric range: min:8, max:140, avg:102.8 +Numeric std dev: 29.6 +Unique numbers tracked: 59 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 376,122/452,320 (83.2%) +Types: NoneType:375,789, int:333 +Null/Empty: null:375,789 +Numeric values: 333 total +Numeric range: min:40, max:140, avg:132.8 +Numeric std dev: 21.8 +Unique numbers tracked: 7 +Numeric values distribution: + 140: 300 (90.1%) + 70: 27 (8.1%) + 50: 2 (0.6%) + 69: 1 (0.3%) + 65: 1 (0.3%) + 64: 1 (0.3%) + 40: 1 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 366,169/452,320 (81.0%) +Types: list:366,169 +Null/Empty: empty_arr:362,797 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 366,169/452,320 (81.0%) +Types: str:366,169 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 362,797 (99.1%) + 'richtext': 3,372 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,168/452,320 (1.1%) +Types: bool:5,168 +Booleans: true:0 (0.0%), false:5,168 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,168/452,320 (1.1%) +Types: bool:5,168 +Booleans: true:0 (0.0%), false:5,168 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,168/452,320 (1.1%) +Types: bool:5,168 +Booleans: true:0 (0.0%), false:5,168 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,168/452,320 (1.1%) +Types: bool:5,168 +Booleans: true:0 (0.0%), false:5,168 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 436/452,320 (0.1%) +Types: bool:436 +Booleans: true:436 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 256/452,320 (0.1%) +Types: str:256 +String length avg: 4.6 +Unique strings tracked: 4 +String values distribution: + 'link': 194 (75.8%) + 'image': 39 (15.2%) + 'rich:video': 20 (7.8%) + 'self': 3 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 256/452,320 (0.1%) +Types: dict:256 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 173/452,320 (0.0%) +Types: NoneType:173 +Null/Empty: null:173 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 173/452,320 (0.0%) +Types: NoneType:173 +Null/Empty: null:173 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 173/452,320 (0.0%) +Types: str:138, NoneType:35 +Null/Empty: null:35 +String length avg: 7.8 +Unique strings tracked: 74 +Top 5 string values: + 't2_1ed7b': 40 (29.0%) + 't2_1uzpp': 6 (4.3%) + 't2_3pz6z': 4 (2.9%) + 't2_3mwoy': 3 (2.2%) + 't2_1wnj': 3 (2.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 173/452,320 (0.0%) +Types: NoneType:173 +Null/Empty: null:173 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 173/452,320 (0.0%) +Types: NoneType:173 +Null/Empty: null:173 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 173/452,320 (0.0%) +Types: NoneType:173 +Null/Empty: null:173 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 173/452,320 (0.0%) +Types: list:173 +Null/Empty: empty_arr:173 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 173/452,320 (0.0%) +Types: list:173 +Null/Empty: empty_arr:173 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 173/452,320 (0.0%) +Types: str:173 +String length avg: 49.8 +Unique strings tracked: 137 +Top 5 string values: + 'http://store.xkcd.com/reddit': 4 (2.3%) + 'http://redditall.com/': 4 (2.3%) + 'http://dragonage.bioware.com/landing/': 3 (1.7%) + 'http://blog.reddit.com/2009/11/bring-on-y-wings.ht...': 3 (1.7%) + 'http://www.gamefly.com/promo': 3 (1.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 173/452,320 (0.0%) +Types: bool:173 +Booleans: true:0 (0.0%), false:173 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 173/452,320 (0.0%) +Types: str:173 +Null/Empty: empty_str:173 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 173/452,320 (0.0%) +Types: NoneType:173 +Null/Empty: null:173 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 173/452,320 (0.0%) +Types: dict:173 +Null/Empty: empty_obj:173 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 173/452,320 (0.0%) +Types: NoneType:173 +Null/Empty: null:173 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 173/452,320 (0.0%) +Types: bool:173 +Booleans: true:173 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 173/452,320 (0.0%) +Types: NoneType:173 +Null/Empty: null:173 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 173/452,320 (0.0%) +Types: NoneType:173 +Null/Empty: null:173 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 173/452,320 (0.0%) +Types: NoneType:173 +Null/Empty: null:173 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 173/452,320 (0.0%) +Types: list:173 +Null/Empty: empty_arr:173 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 173/452,320 (0.0%) +Types: NoneType:173 +Null/Empty: null:173 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 173/452,320 (0.0%) +Types: NoneType:173 +Null/Empty: null:173 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 8/452,320 (0.0%) +Types: str:8 +Null/Empty: empty_str:8 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 3/452,320 (0.0%) +Types: str:3 +String length avg: 36.0 +Unique strings tracked: 1 +String values distribution: + '5fcc47d2-2ebf-11e8-8a11-0e9586a0d81c': 3 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2009-12.jsonl +Analysis Time: 2026-01-15 06:19:39 +================================================================================ +Total lines: 492,225 +Processed lines: 492,225 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:491,877 (99.9%), false:348 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 9.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 438 (0.1%) + 'Trexman89': 11 (0.0%) + 'misterthingy': 10 (0.0%) + 'democracy101': 9 (0.0%) + 'bradwozny1': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 492,225/492,225 (100.0%) +Types: NoneType:393,869, str:98,356 +Null/Empty: null:393,869, empty_str:98,354 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + '#edeff1': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 492,225/492,225 (100.0%) +Types: NoneType:488,067, str:4,158 +Null/Empty: null:488,067, empty_str:609 +String length avg: 9.4 +Unique strings tracked: 640 +Top 5 string values: + 'lastfm': 109 (3.1%) + 'no-knight': 99 (2.8%) + 'us-flag': 83 (2.3%) + 'default': 78 (2.2%) + 'NHLR-KansasCityScouts-sheet1-col17-row21': 73 (2.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 492,225/492,225 (100.0%) +Types: NoneType:488,317, str:3,908 +Null/Empty: null:488,317, empty_str:408 +String length avg: 13.7 +Unique strings tracked: 917 +Top 5 string values: + 'America': 83 (2.4%) + 'Horror': 79 (2.3%) + 'Kansas City Scouts - NHLR': 73 (2.1%) + 'Co-founder': 59 (1.7%) + 'conservationist': 49 (1.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 492,225/492,225 (100.0%) +Types: NoneType:393,869, str:98,356 +Null/Empty: null:393,869 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 98,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:430,138 (87.4%), false:62,087 (12.6%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:394,069 (80.1%), false:98,156 (19.9%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:0 (0.0%), false:492,225 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 492,225/492,225 (100.0%) +Types: int:492,225 +Numeric values: 492,225 total +Numeric range: min:1,259,625,600, max:1,262,303,999, avg:1260917518.0 +Numeric std dev: 768487.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 492,225/492,225 (100.0%) +Types: NoneType:492,044, str:181 +Null/Empty: null:492,044 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + 'moderator': 181 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 89 (0.0%) + 'self.reddit.com': 66 (0.0%) + 'self.AskReddit': 53 (0.0%) + 'imgur.com': 41 (0.0%) + 'self.DoesAnybodyElse': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 492,225/492,225 (100.0%) +Types: bool:482,872, float:9,353 +Booleans: true:0 (0.0%), false:482,872 (100.0%) +Numeric values: 9,353 total +Numeric range: min:1,259,629,561.0, max:1,522,171,016.0, avg:1262533077.9 +Numeric std dev: 17535630.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 492,225/492,225 (100.0%) +Types: int:492,225 +Numeric values: 492,225 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 492,224 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:0 (0.0%), false:492,225 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:149 (0.0%), false:492,076 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'a3tah': 1 (0.0%) + 'a5db8': 1 (0.0%) + 'a5n8i': 1 (0.0%) + 'a7dot': 1 (0.0%) + 'a7emm': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:132,788 (27.0%), false:359,437 (73.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:0 (0.0%), false:492,225 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:67,608 (13.7%), false:424,617 (86.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:0 (0.0%), false:492,225 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 492,225/492,225 (100.0%) +Types: NoneType:492,172, str:53 +Null/Empty: null:492,172, empty_str:3 +String length avg: 7.4 +Unique strings tracked: 30 +Top 5 string values: + 'travel': 7 (14.0%) + 'official': 5 (10.0%) + 'important': 3 (6.0%) + 'removed': 2 (4.0%) + 'solvedcase': 2 (4.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 492,225/492,225 (100.0%) +Types: list:492,225 +Null/Empty: empty_arr:492,173 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 492,225/492,225 (100.0%) +Types: NoneType:492,170, str:55 +Null/Empty: null:492,170, empty_str:3 +String length avg: 9.7 +Unique strings tracked: 31 +Top 5 string values: + 'TRAVEL': 7 (13.5%) + 'Official Source': 5 (9.6%) + 'Manga Chapter': 3 (5.8%) + 'ATN': 2 (3.8%) + 'Solved': 2 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 492,225 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 492,173 (100.0%) + 'richtext': 52 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:58 (0.0%), false:492,167 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 492,225/492,225 (100.0%) +Types: NoneType:492,167, dict:58 +Null/Empty: null:492,167 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 492,225/492,225 (100.0%) +Types: dict:492,225 +Null/Empty: empty_obj:492,167 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:398,017 (80.9%), false:94,208 (19.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 492,225/492,225 (100.0%) +Types: int:492,225 +Numeric values: 492,225 total +Numeric range: min:0, max:6,167, avg:4.7 +Numeric std dev: 40.3 +Unique numbers tracked: 812 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 492,225/492,225 (100.0%) +Types: int:492,225 +Numeric values: 492,225 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 492,224 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:10,809 (2.2%), false:481,416 (97.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 492,225/492,225 (100.0%) +Types: str:459,760, NoneType:32,465 +Null/Empty: null:32,465 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 430,138 (93.6%) + 'promo_specified': 15,314 (3.3%) + 'promo_adult_nsfw': 8,757 (1.9%) + 'promo_adult': 2,978 (0.6%) + 'no_ads': 1,363 (0.3%) + 'promo_all': 1,152 (0.3%) + 'house_only': 58 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 66.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/comments/a3tah/want_free_beer_play_online_quizzo_...': 1 (0.0%) + '/comments/a5db8/see_what_the_buzz_is_about_microso...': 1 (0.0%) + '/comments/a5n8i/startupscom_your_business_your_que...': 1 (0.0%) + '/comments/a7dot/private_google_groups_suck_and_wav...': 1 (0.0%) + '/comments/a7emm/office_supplies_for_redditers_spen...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 492,225/492,225 (100.0%) +Types: int:492,225 +Numeric values: 492,225 total +Numeric range: min:1,522,850,601, max:1,522,880,414, avg:1522867936.3 +Numeric std dev: 4634.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 492,225 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 492,225/492,225 (100.0%) +Types: int:492,225 +Numeric values: 492,225 total +Numeric range: min:0, max:5,056, avg:6.7 +Numeric std dev: 55.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 492,225/492,225 (100.0%) +Types: NoneType:492,167, dict:58 +Null/Empty: null:492,167 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 492,225/492,225 (100.0%) +Types: dict:492,225 +Null/Empty: empty_obj:492,167 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +Null/Empty: empty_str:377,924 +String length avg: 142.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 2,702 (2.4%) + '[removed]': 958 (0.8%) + 'My landlord is reneging on his offer after I alrea...': 3 (0.0%) + 'When my grandmother died, I inherited her recipe f...': 2 (0.0%) + 'I'm looking for a provider who would register a do...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:492,225 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:2 (0.0%), false:492,223 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:0 (0.0%), false:492,225 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 15,158 (3.1%) + 'pics': 1,149 (0.2%) + 'politics': 1,147 (0.2%) + 'AskReddit': 1,114 (0.2%) + 'funny': 839 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 15,158 (3.1%) + 't5_2qh0u': 1,149 (0.2%) + 't5_2cneq': 1,147 (0.2%) + 't5_2qh1i': 1,114 (0.2%) + 't5_2qh33': 839 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 15,158 (3.1%) + 'r/pics': 1,149 (0.2%) + 'r/politics': 1,147 (0.2%) + 'r/AskReddit': 1,114 (0.2%) + 'r/funny': 839 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 262,368 (53.3%) + 'archived': 226,979 (46.1%) + 'restricted': 2,878 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 492,225/492,225 (100.0%) +Types: NoneType:481,625, str:10,600 +Null/Empty: null:481,625 +String length avg: 9.4 +Unique strings tracked: 5 +String values distribution: + 'confidence': 9,632 (90.9%) + 'top': 547 (5.2%) + 'new': 397 (3.7%) + 'old': 14 (0.1%) + 'qa': 10 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +Null/Empty: empty_str:77,231 +String length avg: 6.8 +Unique strings tracked: 375 +Top 5 string values: + 'default': 383,072 (92.3%) + 'self': 31,536 (7.6%) + 'https://b.thumbs.redditmedia.com/_RIJEbCdIWxgOhrSO...': 9 (0.0%) + 'https://b.thumbs.redditmedia.com/g-Q31q6fyiP9gOO0h...': 4 (0.0%) + 'https://b.thumbs.redditmedia.com/NfjF23TmaY3K0NP_B...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 58.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Obama’s Speech at West Point on Afghanistan: What ...': 4 (0.0%) + 'Webster Tarpley on Alex Jones Tv: Al Gore's Climat...': 4 (0.0%) + 'China's Female Army Recruits Asked To Sing, Dance ...': 3 (0.0%) + 'Hundreds of Free Computer Magazines': 2 (0.0%) + 'Bizarro World Shadow Puppets': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 71.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.libertycalling.com/Ron-LC-ObamaSpeechWP...': 4 (0.0%) + 'http://www.youtube.com/watch?v=zl4DNXJ1uzg': 4 (0.0%) + 'http://blogs.wsj.com/chinarealtime/2009/11/30/chin...': 3 (0.0%) + 'http://www.guardian.co.uk/commentisfree/cif-green/...': 3 (0.0%) + 'http://www.shoplet.com/?utm_source=reddit&utm_...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 492,225/492,225 (100.0%) +Types: str:459,760, NoneType:32,465 +Null/Empty: null:32,465 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 428,470 (93.2%) + 'promo_specified': 15,314 (3.3%) + 'promo_adult_nsfw': 10,453 (2.3%) + 'promo_adult': 2,955 (0.6%) + 'no_ads': 1,363 (0.3%) + 'promo_all': 1,147 (0.2%) + 'house_only': 58 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 414,994/492,225 (84.3%) +Types: NoneType:414,538, int:456 +Null/Empty: null:414,538 +Numeric values: 456 total +Numeric range: min:1, max:140, avg:102.1 +Numeric std dev: 31.2 +Unique numbers tracked: 82 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 414,994/492,225 (84.3%) +Types: NoneType:414,538, int:456 +Null/Empty: null:414,538 +Numeric values: 456 total +Numeric range: min:1, max:140, avg:130.8 +Numeric std dev: 24.7 +Unique numbers tracked: 7 +Numeric values distribution: + 140: 399 (87.5%) + 70: 52 (11.4%) + 64: 1 (0.2%) + 4: 1 (0.2%) + 1: 1 (0.2%) + 50: 1 (0.2%) + 40: 1 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 394,069/492,225 (80.1%) +Types: list:394,069 +Null/Empty: empty_arr:390,569 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 394,069/492,225 (80.1%) +Types: str:394,069 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 390,569 (99.1%) + 'richtext': 3,500 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,774/492,225 (1.2%) +Types: bool:5,774 +Booleans: true:0 (0.0%), false:5,774 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,774/492,225 (1.2%) +Types: bool:5,774 +Booleans: true:0 (0.0%), false:5,774 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,774/492,225 (1.2%) +Types: bool:5,774 +Booleans: true:1 (0.0%), false:5,773 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,774/492,225 (1.2%) +Types: bool:5,774 +Booleans: true:0 (0.0%), false:5,774 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 455/492,225 (0.1%) +Types: bool:455 +Booleans: true:455 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 393/492,225 (0.1%) +Types: str:393 +String length avg: 4.8 +Unique strings tracked: 4 +String values distribution: + 'link': 269 (68.4%) + 'image': 79 (20.1%) + 'rich:video': 39 (9.9%) + 'self': 6 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 393/492,225 (0.1%) +Types: dict:393 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 348/492,225 (0.1%) +Types: NoneType:348 +Null/Empty: null:348 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 348/492,225 (0.1%) +Types: NoneType:348 +Null/Empty: null:348 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 348/492,225 (0.1%) +Types: str:281, NoneType:67 +Null/Empty: null:67 +String length avg: 7.9 +Unique strings tracked: 179 +Top 5 string values: + 't2_1ed7b': 22 (7.8%) + 't2_3rkjv': 11 (3.9%) + 't2_3pz6z': 10 (3.6%) + 't2_3qkgj': 6 (2.1%) + 't2_3rknu': 6 (2.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 348/492,225 (0.1%) +Types: NoneType:348 +Null/Empty: null:348 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 348/492,225 (0.1%) +Types: NoneType:348 +Null/Empty: null:348 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 348/492,225 (0.1%) +Types: NoneType:348 +Null/Empty: null:348 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 348/492,225 (0.1%) +Types: list:348 +Null/Empty: empty_arr:348 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 348/492,225 (0.1%) +Types: list:348 +Null/Empty: empty_arr:348 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 348/492,225 (0.1%) +Types: str:348 +String length avg: 57.9 +Unique strings tracked: 302 +Top 5 string values: + 'http://store.xkcd.com/reddit': 7 (2.0%) + 'http://reddit.tradepub.com/?pt=cat&page=Info&a...': 6 (1.7%) + 'http://howto.wired.com/wiki/Un-Google_Yourself': 3 (0.9%) + 'http://www.google.com': 3 (0.9%) + 'http://www.binverse.com/bnv/downloads-evolution.cf...': 3 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 348/492,225 (0.1%) +Types: bool:348 +Booleans: true:0 (0.0%), false:348 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 348/492,225 (0.1%) +Types: str:348 +Null/Empty: empty_str:348 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 348/492,225 (0.1%) +Types: NoneType:348 +Null/Empty: null:348 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 348/492,225 (0.1%) +Types: dict:348 +Null/Empty: empty_obj:348 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 348/492,225 (0.1%) +Types: NoneType:348 +Null/Empty: null:348 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 348/492,225 (0.1%) +Types: bool:348 +Booleans: true:348 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 348/492,225 (0.1%) +Types: NoneType:348 +Null/Empty: null:348 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 348/492,225 (0.1%) +Types: NoneType:348 +Null/Empty: null:348 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 348/492,225 (0.1%) +Types: NoneType:348 +Null/Empty: null:348 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 348/492,225 (0.1%) +Types: list:348 +Null/Empty: empty_arr:348 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 348/492,225 (0.1%) +Types: NoneType:348 +Null/Empty: null:348 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 348/492,225 (0.1%) +Types: NoneType:348 +Null/Empty: null:348 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 10/492,225 (0.0%) +Types: str:10 +Null/Empty: empty_str:10 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 2/492,225 (0.0%) +Types: str:2 +String length avg: 36.0 +Unique strings tracked: 2 +String values distribution: + '5fcc47d2-2ebf-11e8-8a11-0e9586a0d81c': 1 (50.0%) + '85f81fd4-87ee-11e3-a1b2-12313d18400c': 1 (50.0%) + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2010.txt b/analysis/original_schema_analysis/submissions/analysis_report_2010.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b7858c7fe388b34ee14c82b7501a417bbfb1bb9 --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2010.txt @@ -0,0 +1,8501 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2010 +Analysis Started: 2026-01-15 06:19:47 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2010-01.jsonl +Analysis Time: 2026-01-15 06:20:25 +================================================================================ +Total lines: 549,007 +Processed lines: 549,007 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:548,756 (100.0%), false:251 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +String length avg: 9.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 509 (0.1%) + 'dimroden': 17 (0.0%) + 'yurdumuz': 12 (0.0%) + 'daevud': 8 (0.0%) + 'albert13t': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 549,007/549,007 (100.0%) +Types: NoneType:436,074, str:112,933 +Null/Empty: null:436,074, empty_str:112,933 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 549,007/549,007 (100.0%) +Types: NoneType:543,370, str:5,637 +Null/Empty: null:543,370, empty_str:727 +String length avg: 9.6 +Unique strings tracked: 740 +Top 5 string values: + 'ca': 241 (4.9%) + 'NHLR-KansasCityScouts-sheet1-col17-row21': 218 (4.4%) + 'default': 143 (2.9%) + 'no-knight': 128 (2.6%) + 'lastfm': 112 (2.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 549,007/549,007 (100.0%) +Types: NoneType:543,651, str:5,356 +Null/Empty: null:543,651, empty_str:794 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Kansas City Scouts - NHLR': 172 (3.8%) + 'America': 94 (2.1%) + 'Budapest': 86 (1.9%) + 'Normandie': 77 (1.7%) + 'Horror': 68 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 549,007/549,007 (100.0%) +Types: NoneType:436,074, str:112,933 +Null/Empty: null:436,074 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 112,933 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:477,190 (86.9%), false:71,817 (13.1%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:436,496 (79.5%), false:112,511 (20.5%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:0 (0.0%), false:549,007 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 549,007/549,007 (100.0%) +Types: int:549,007 +Numeric values: 549,007 total +Numeric range: min:1,262,304,000, max:1,264,982,394, avg:1263669031.8 +Numeric std dev: 743747.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 549,007/549,007 (100.0%) +Types: NoneType:548,674, str:333 +Null/Empty: null:548,674 +String length avg: 8.7 +Unique strings tracked: 2 +String values distribution: + 'moderator': 312 (93.7%) + 'admin': 21 (6.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +Null/Empty: empty_str:2 +String length avg: 16.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self.reddit.com': 140 (0.0%) + 'self.AskReddit': 124 (0.0%) + 'youtube.com': 111 (0.0%) + 'imgur.com': 83 (0.0%) + 'i.imgur.com': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 549,007/549,007 (100.0%) +Types: bool:538,009, float:10,998 +Booleans: true:0 (0.0%), false:538,009 (100.0%) +Numeric values: 10,998 total +Numeric range: min:1,262,307,610.0, max:1,522,171,013.0, avg:1265129992.8 +Numeric std dev: 17043627.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 549,007/549,007 (100.0%) +Types: int:549,007 +Numeric values: 549,007 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 549,005 (100.0%) + 1: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:0 (0.0%), false:549,007 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:111 (0.0%), false:548,896 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ajc86': 1 (0.0%) + 'ajjqs': 1 (0.0%) + 'ajrf9': 1 (0.0%) + 'ajs9l': 1 (0.0%) + 'ajsmz': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:153,537 (28.0%), false:395,470 (72.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:0 (0.0%), false:549,007 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:78,659 (14.3%), false:470,348 (85.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:0 (0.0%), false:549,007 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 549,007/549,007 (100.0%) +Types: NoneType:548,936, str:71 +Null/Empty: null:548,936, empty_str:5 +String length avg: 7.4 +Unique strings tracked: 35 +Top 5 string values: + 'travel': 14 (21.2%) + 'official': 6 (9.1%) + 'dead-link': 4 (6.1%) + 'discussion': 3 (4.5%) + 'image': 3 (4.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 549,007/549,007 (100.0%) +Types: list:549,007 +Null/Empty: empty_arr:548,933 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 549,007/549,007 (100.0%) +Types: NoneType:548,930, str:77 +Null/Empty: null:548,930, empty_str:3 +String length avg: 10.1 +Unique strings tracked: 41 +Top 5 string values: + 'TRAVEL': 14 (18.9%) + 'Official Source': 6 (8.1%) + 'He's Dead Jim!': 4 (5.4%) + 'Discussion': 4 (5.4%) + 'IMAGE': 3 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 549,007 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 548,933 (100.0%) + 'richtext': 74 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:26 (0.0%), false:548,981 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 549,007/549,007 (100.0%) +Types: NoneType:548,950, dict:57 +Null/Empty: null:548,950 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 549,007/549,007 (100.0%) +Types: dict:549,007 +Null/Empty: empty_obj:548,950 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:440,637 (80.3%), false:108,370 (19.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 549,007/549,007 (100.0%) +Types: int:549,007 +Numeric values: 549,007 total +Numeric range: min:0, max:4,714, avg:4.8 +Numeric std dev: 39.4 +Unique numbers tracked: 895 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 549,007/549,007 (100.0%) +Types: int:549,007 +Numeric values: 549,007 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 549,006 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:12,044 (2.2%), false:536,963 (97.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 549,007/549,007 (100.0%) +Types: str:510,238, NoneType:38,769 +Null/Empty: null:38,769 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 477,190 (93.5%) + 'promo_specified': 17,150 (3.4%) + 'promo_adult_nsfw': 9,087 (1.8%) + 'promo_adult': 4,162 (0.8%) + 'no_ads': 1,479 (0.3%) + 'promo_all': 1,067 (0.2%) + 'house_only': 103 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +String length avg: 66.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/comments/ajc86/save_money_insurers_have_been_redu...': 1 (0.0%) + '/comments/ajjqs/private_google_groups_suck_and_wav...': 1 (0.0%) + '/comments/ajrf9/i_just_found_out_this_cool_website...': 1 (0.0%) + '/comments/ajs9l/superfoods_and_supplements_5_off_6...': 1 (0.0%) + '/comments/ajsmz/coffee_that_is_actually_really_hea...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 549,007/549,007 (100.0%) +Types: int:549,007 +Numeric values: 549,007 total +Numeric range: min:1,522,879,643, max:1,522,889,007, avg:1522884694.5 +Numeric std dev: 2482.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 549,007 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 549,007/549,007 (100.0%) +Types: int:549,007 +Numeric values: 549,007 total +Numeric range: min:0, max:6,356, avg:7.4 +Numeric std dev: 63.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 549,007/549,007 (100.0%) +Types: NoneType:548,950, dict:57 +Null/Empty: null:548,950 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 549,007/549,007 (100.0%) +Types: dict:549,007 +Null/Empty: empty_obj:548,950 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +Null/Empty: empty_str:416,695 +String length avg: 145.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 2,037 (1.5%) + '[removed]': 945 (0.7%) + '* VTOL planes like those used in the movie absolut...': 2 (0.0%) + 'The Link below is supposed to go to Aaron Williams...': 2 (0.0%) + 'If there is God, there can be nothing else. Free w...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:549,007 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:1 (0.0%), false:549,006 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:0 (0.0%), false:549,007 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 15,229 (2.8%) + 'AskReddit': 1,471 (0.3%) + 'pics': 1,427 (0.3%) + 'politics': 890 (0.2%) + 'worldnews': 779 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 15,229 (2.8%) + 't5_2qh1i': 1,471 (0.3%) + 't5_2qh0u': 1,427 (0.3%) + 't5_2cneq': 890 (0.2%) + 't5_2qh13': 779 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 15,229 (2.8%) + 'r/AskReddit': 1,471 (0.3%) + 'r/pics': 1,427 (0.3%) + 'r/politics': 890 (0.2%) + 'r/worldnews': 779 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 296,237 (54.0%) + 'archived': 249,788 (45.5%) + 'restricted': 2,982 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 549,007/549,007 (100.0%) +Types: NoneType:536,674, str:12,333 +Null/Empty: null:536,674 +String length avg: 9.4 +Unique strings tracked: 5 +String values distribution: + 'confidence': 11,285 (91.5%) + 'top': 630 (5.1%) + 'new': 391 (3.2%) + 'qa': 19 (0.2%) + 'old': 8 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +Null/Empty: empty_str:91,429 +String length avg: 6.8 +Unique strings tracked: 509 +Top 5 string values: + 'default': 420,481 (91.9%) + 'self': 36,580 (8.0%) + 'https://b.thumbs.redditmedia.com/vNZ0ZkWW6NwlKeOoG...': 3 (0.0%) + 'https://b.thumbs.redditmedia.com/aGstdg6v09BOwn-CS...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/I2qd9crxI6I2MZ4wI...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +String length avg: 58.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Dissident, 82, detained at Moscow rally': 4 (0.0%) + 'Government discovers couple in 70s have access to ...': 4 (0.0%) + 'The Poochie Bear Song': 3 (0.0%) + 'How capitalism destroyed freedom of the press and ...': 3 (0.0%) + 'I really hope Rasmussen is proud of itself, they o...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +String length avg: 71.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.metronews.ca/halifax/live/article/40941...': 6 (0.0%) + 'http://af.reuters.com/article/worldNews/idAFTRE5BU...': 4 (0.0%) + 'http://conch-shell-chronicles.blogspot.com/2009/12...': 4 (0.0%) + 'http://www.youtube.com/watch?v=LGAkpRncNbQ#t=0m3s': 3 (0.0%) + 'http://www.briangordon.ca/2009/12/how-capitalism-d...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 549,007/549,007 (100.0%) +Types: str:510,238, NoneType:38,769 +Null/Empty: null:38,769 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 475,134 (93.1%) + 'promo_specified': 17,150 (3.4%) + 'promo_adult_nsfw': 11,193 (2.2%) + 'promo_adult': 4,116 (0.8%) + 'no_ads': 1,479 (0.3%) + 'promo_all': 1,063 (0.2%) + 'house_only': 103 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 457,578/549,007 (83.3%) +Types: NoneType:456,992, int:586 +Null/Empty: null:456,992 +Numeric values: 586 total +Numeric range: min:3, max:140, avg:104.1 +Numeric std dev: 29.1 +Unique numbers tracked: 77 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 457,578/549,007 (83.3%) +Types: NoneType:456,992, int:586 +Null/Empty: null:456,992 +Numeric values: 586 total +Numeric range: min:4, max:140, avg:135.7 +Numeric std dev: 17.7 +Unique numbers tracked: 6 +Numeric values distribution: + 140: 552 (94.2%) + 70: 27 (4.6%) + 50: 4 (0.7%) + 65: 1 (0.2%) + 67: 1 (0.2%) + 4: 1 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 436,496/549,007 (79.5%) +Types: list:436,496 +Null/Empty: empty_arr:431,934 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 436,496/549,007 (79.5%) +Types: str:436,496 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 431,934 (99.0%) + 'richtext': 4,562 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 6,126/549,007 (1.1%) +Types: bool:6,126 +Booleans: true:1 (0.0%), false:6,125 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 6,126/549,007 (1.1%) +Types: bool:6,126 +Booleans: true:0 (0.0%), false:6,126 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 6,126/549,007 (1.1%) +Types: bool:6,126 +Booleans: true:0 (0.0%), false:6,126 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 6,126/549,007 (1.1%) +Types: bool:6,126 +Booleans: true:0 (0.0%), false:6,126 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 626/549,007 (0.1%) +Types: bool:626 +Booleans: true:626 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 526/549,007 (0.1%) +Types: str:526 +String length avg: 4.7 +Unique strings tracked: 4 +String values distribution: + 'link': 339 (64.4%) + 'image': 140 (26.6%) + 'rich:video': 41 (7.8%) + 'self': 6 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 526/549,007 (0.1%) +Types: dict:526 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 251/549,007 (0.0%) +Types: NoneType:251 +Null/Empty: null:251 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 251/549,007 (0.0%) +Types: NoneType:251 +Null/Empty: null:251 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 251/549,007 (0.0%) +Types: str:206, NoneType:45 +Null/Empty: null:45 +String length avg: 7.9 +Unique strings tracked: 110 +Top 5 string values: + 't2_1ed7b': 40 (19.4%) + 't2_1uzpp': 16 (7.8%) + 't2_3ankc': 7 (3.4%) + 't2_3sskt': 7 (3.4%) + 't2_3rvbo': 5 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 251/549,007 (0.0%) +Types: NoneType:251 +Null/Empty: null:251 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 251/549,007 (0.0%) +Types: NoneType:251 +Null/Empty: null:251 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 251/549,007 (0.0%) +Types: NoneType:251 +Null/Empty: null:251 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 251/549,007 (0.0%) +Types: list:251 +Null/Empty: empty_arr:251 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 251/549,007 (0.0%) +Types: list:251 +Null/Empty: empty_arr:251 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 251/549,007 (0.0%) +Types: str:251 +String length avg: 60.1 +Unique strings tracked: 227 +Top 5 string values: + 'http://store.xkcd.com/reddit': 4 (1.6%) + 'http://www.sourcebits.com': 3 (1.2%) + 'http://www.anybodyoutthere.com/talk': 3 (1.2%) + 'http://offerstrial.com/answer/': 2 (0.8%) + 'http://www.mpreviews.com/eroticblog/stories/seven-...': 2 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 251/549,007 (0.0%) +Types: bool:251 +Booleans: true:0 (0.0%), false:251 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 251/549,007 (0.0%) +Types: str:251 +Null/Empty: empty_str:251 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 251/549,007 (0.0%) +Types: NoneType:251 +Null/Empty: null:251 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 251/549,007 (0.0%) +Types: dict:251 +Null/Empty: empty_obj:251 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 251/549,007 (0.0%) +Types: NoneType:251 +Null/Empty: null:251 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 251/549,007 (0.0%) +Types: bool:251 +Booleans: true:251 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 251/549,007 (0.0%) +Types: NoneType:251 +Null/Empty: null:251 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 251/549,007 (0.0%) +Types: NoneType:251 +Null/Empty: null:251 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 251/549,007 (0.0%) +Types: NoneType:251 +Null/Empty: null:251 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 251/549,007 (0.0%) +Types: list:251 +Null/Empty: empty_arr:251 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 251/549,007 (0.0%) +Types: NoneType:251 +Null/Empty: null:251 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 251/549,007 (0.0%) +Types: NoneType:251 +Null/Empty: null:251 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 8/549,007 (0.0%) +Types: str:8 +Null/Empty: empty_str:8 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 2/549,007 (0.0%) +Types: str:2 +String length avg: 36.0 +Unique strings tracked: 2 +String values distribution: + '4e637a5a-13a9-11e8-8663-0ea878bfb0c6': 1 (50.0%) + '85f81fd4-87ee-11e3-a1b2-12313d18400c': 1 (50.0%) + +================================================================================ + +================================================================================ +FILE: RS_2010-02.jsonl +Analysis Time: 2026-01-15 06:20:58 +================================================================================ +Total lines: 506,868 +Processed lines: 506,868 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:506,689 (100.0%), false:179 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 9.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 435 (0.1%) + 'sassanix': 13 (0.0%) + 'yubiopking': 9 (0.0%) + 'bundaoreal': 9 (0.0%) + 'Orangutan': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 506,868/506,868 (100.0%) +Types: NoneType:400,867, str:106,001 +Null/Empty: null:400,867, empty_str:106,001 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 506,868/506,868 (100.0%) +Types: NoneType:501,446, str:5,422 +Null/Empty: null:501,446, empty_str:958 +String length avg: 9.2 +Unique strings tracked: 776 +Top 5 string values: + 'ca': 213 (4.8%) + 'us-flag': 192 (4.3%) + 'NHLR-KansasCityScouts-sheet1-col17-row21': 142 (3.2%) + 'lastfm': 118 (2.6%) + 'no-knight': 114 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 506,868/506,868 (100.0%) +Types: NoneType:501,478, str:5,390 +Null/Empty: null:501,478, empty_str:696 +String length avg: 15.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'America': 155 (3.3%) + ' Board Certified Neuropsychologist - ABPP/ABPdN': 117 (2.5%) + 'Kansas City Scouts - NHLR': 109 (2.3%) + 'Stefan Bellof': 61 (1.3%) + 'Ontario': 60 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 506,868/506,868 (100.0%) +Types: NoneType:400,867, str:106,001 +Null/Empty: null:400,867 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 106,001 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:439,438 (86.7%), false:67,430 (13.3%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:401,257 (79.2%), false:105,611 (20.8%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:0 (0.0%), false:506,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 506,868/506,868 (100.0%) +Types: int:506,868 +Numeric values: 506,868 total +Numeric range: min:1,264,982,400, max:1,267,401,095, avg:1266170711.3 +Numeric std dev: 696147.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 506,868/506,868 (100.0%) +Types: NoneType:506,626, str:242 +Null/Empty: null:506,626 +String length avg: 8.7 +Unique strings tracked: 2 +String values distribution: + 'moderator': 226 (93.4%) + 'admin': 16 (6.6%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 16.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 93 (0.0%) + 'self.AskReddit': 91 (0.0%) + 'imgur.com': 70 (0.0%) + 'self.reddit.com': 64 (0.0%) + 'i.imgur.com': 36 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 506,868/506,868 (100.0%) +Types: bool:497,103, float:9,765 +Booleans: true:0 (0.0%), false:497,103 (100.0%) +Numeric values: 9,765 total +Numeric range: min:1,264,986,244.0, max:1,521,756,444.0, avg:1267453867.5 +Numeric std dev: 15747131.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 506,868/506,868 (100.0%) +Types: int:506,868 +Numeric values: 506,868 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 506,864 (100.0%) + 1: 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:0 (0.0%), false:506,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:72 (0.0%), false:506,796 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'aqcit': 1 (0.0%) + 'atm58': 1 (0.0%) + 'au05y': 1 (0.0%) + 'av404': 1 (0.0%) + 'av9vv': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:151,902 (30.0%), false:354,966 (70.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:0 (0.0%), false:506,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:74,505 (14.7%), false:432,363 (85.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:0 (0.0%), false:506,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 506,868/506,868 (100.0%) +Types: NoneType:506,807, str:61 +Null/Empty: null:506,807, empty_str:4 +String length avg: 7.3 +Unique strings tracked: 31 +Top 5 string values: + 'official': 7 (12.3%) + 'dead-link': 6 (10.5%) + 'travel': 5 (8.8%) + 'important': 4 (7.0%) + 'resolved': 3 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 506,868/506,868 (100.0%) +Types: list:506,868 +Null/Empty: empty_arr:506,804 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 506,868/506,868 (100.0%) +Types: NoneType:506,803, str:65 +Null/Empty: null:506,803, empty_str:1 +String length avg: 10.5 +Unique strings tracked: 41 +Top 5 string values: + 'Official Source': 7 (10.9%) + 'He's Dead Jim!': 6 (9.4%) + 'TRAVEL': 5 (7.8%) + 'Manga Chapter': 4 (6.2%) + 'Solved': 3 (4.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 506,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 506,804 (100.0%) + 'richtext': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:26 (0.0%), false:506,842 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 506,868/506,868 (100.0%) +Types: NoneType:506,788, dict:80 +Null/Empty: null:506,788 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 506,868/506,868 (100.0%) +Types: dict:506,868 +Null/Empty: empty_obj:506,788 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:403,120 (79.5%), false:103,748 (20.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 506,868/506,868 (100.0%) +Types: int:506,868 +Numeric values: 506,868 total +Numeric range: min:0, max:4,782, avg:4.8 +Numeric std dev: 41.0 +Unique numbers tracked: 843 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 506,868/506,868 (100.0%) +Types: int:506,868 +Numeric values: 506,868 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 506,867 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:12,466 (2.5%), false:494,402 (97.5%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 506,868/506,868 (100.0%) +Types: str:471,391, NoneType:35,477 +Null/Empty: null:35,477 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 439,438 (93.2%) + 'promo_specified': 16,262 (3.4%) + 'promo_adult_nsfw': 8,817 (1.9%) + 'promo_adult': 4,389 (0.9%) + 'no_ads': 1,590 (0.3%) + 'promo_all': 844 (0.2%) + 'house_only': 51 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/comments/aqcit/with_wifi_and_hd_builtin_roku_hd_p...': 1 (0.0%) + '/comments/atm58/with_wifi_and_hd_builtin_roku_hd_p...': 1 (0.0%) + '/comments/au05y/give_yourself_the_gift_of_bacon_on...': 1 (0.0%) + '/comments/av404/hey_reddit_check_out_my_tshirts_an...': 1 (0.0%) + '/comments/av9vv/back_with_a_brand_new_face_whadday...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 506,868/506,868 (100.0%) +Types: int:506,868 +Numeric values: 506,868 total +Numeric range: min:1,522,884,642, max:1,522,896,928, avg:1522892969.3 +Numeric std dev: 2286.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 506,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 506,868/506,868 (100.0%) +Types: int:506,868 +Numeric values: 506,868 total +Numeric range: min:0, max:6,363, avg:7.3 +Numeric std dev: 57.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 506,868/506,868 (100.0%) +Types: NoneType:506,788, dict:80 +Null/Empty: null:506,788 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 506,868/506,868 (100.0%) +Types: dict:506,868 +Null/Empty: empty_obj:506,788 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +Null/Empty: empty_str:384,537 +String length avg: 151.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 2,327 (1.9%) + '[removed]': 920 (0.8%) + '?': 4 (0.0%) + 'Make it happen reddit. I am very curious about thi...': 1 (0.0%) + 'I don't care about the lack of camera. I never use...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:506,868 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:9 (0.0%), false:506,859 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:0 (0.0%), false:506,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 9,916 (2.0%) + 'AskReddit': 934 (0.2%) + 'pics': 904 (0.2%) + 'politics': 772 (0.2%) + 'WTF': 509 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 9,916 (2.0%) + 't5_2qh1i': 934 (0.2%) + 't5_2qh0u': 904 (0.2%) + 't5_2cneq': 772 (0.2%) + 't5_2qh61': 509 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 9,916 (2.0%) + 'r/AskReddit': 934 (0.2%) + 'r/pics': 904 (0.2%) + 'r/politics': 772 (0.2%) + 'r/WTF': 509 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 276,595 (54.6%) + 'archived': 226,905 (44.8%) + 'restricted': 3,368 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 506,868/506,868 (100.0%) +Types: NoneType:495,291, str:11,577 +Null/Empty: null:495,291 +String length avg: 9.4 +Unique strings tracked: 6 +String values distribution: + 'confidence': 10,608 (91.6%) + 'top': 511 (4.4%) + 'new': 438 (3.8%) + 'qa': 8 (0.1%) + 'old': 8 (0.1%) + 'controversial': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +Null/Empty: empty_str:92,557 +String length avg: 6.9 +Unique strings tracked: 622 +Top 5 string values: + 'default': 378,603 (91.4%) + 'self': 35,082 (8.5%) + 'https://b.thumbs.redditmedia.com/SPKaTg_ThuIuc7cTE...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/w10r9Uvw99VIIJ0gZ...': 2 (0.0%) + 'https://a.thumbs.redditmedia.com/0aUt795LMm-S1whCu...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 58.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'In the wrong place at the wrong time [pic]': 16 (0.0%) + 'A Single Sheet of Paper [pics]': 7 (0.0%) + 'Deadly and uncool at the same time. view! ': 4 (0.0%) + 'Prepare to target the main generator [Pic] view! ': 4 (0.0%) + 'Terry Pratchett ready to be test case for suicide ...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 71.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.picm.co.tv/2010/01/in-wrong-place-at-wr...': 17 (0.0%) + 'http://www.a-pic.co.tv/2010/01/peter-callesen-sing...': 7 (0.0%) + 'http://brendanjack.posterous.com/how-to-be-deadly-...': 4 (0.0%) + 'http://www.guardian.co.uk/commentisfree/2010/feb/0...': 4 (0.0%) + 'http://files.redux.com/images/9c8867646736a031eea6...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 506,868/506,868 (100.0%) +Types: str:471,391, NoneType:35,477 +Null/Empty: null:35,477 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 437,363 (92.8%) + 'promo_specified': 16,262 (3.4%) + 'promo_adult_nsfw': 10,933 (2.3%) + 'promo_adult': 4,351 (0.9%) + 'no_ads': 1,590 (0.3%) + 'promo_all': 841 (0.2%) + 'house_only': 51 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 414,311/506,868 (81.7%) +Types: NoneType:413,617, int:694 +Null/Empty: null:413,617 +Numeric values: 694 total +Numeric range: min:14, max:140, avg:103.4 +Numeric std dev: 27.5 +Unique numbers tracked: 83 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 414,311/506,868 (81.7%) +Types: NoneType:413,617, int:694 +Null/Empty: null:413,617 +Numeric values: 694 total +Numeric range: min:50, max:140, avg:135.4 +Numeric std dev: 17.6 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 650 (93.7%) + 70: 40 (5.8%) + 50: 4 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 401,257/506,868 (79.2%) +Types: list:401,257 +Null/Empty: empty_arr:396,563 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 401,257/506,868 (79.2%) +Types: str:401,257 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 396,563 (98.8%) + 'richtext': 4,694 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 6,042/506,868 (1.2%) +Types: bool:6,042 +Booleans: true:1 (0.0%), false:6,041 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 6,042/506,868 (1.2%) +Types: bool:6,042 +Booleans: true:0 (0.0%), false:6,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 6,042/506,868 (1.2%) +Types: bool:6,042 +Booleans: true:0 (0.0%), false:6,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 6,042/506,868 (1.2%) +Types: bool:6,042 +Booleans: true:0 (0.0%), false:6,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 922/506,868 (0.2%) +Types: bool:922 +Booleans: true:922 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 638/506,868 (0.1%) +Types: str:638 +String length avg: 4.9 +Unique strings tracked: 4 +String values distribution: + 'link': 402 (63.0%) + 'image': 162 (25.4%) + 'rich:video': 64 (10.0%) + 'self': 10 (1.6%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 638/506,868 (0.1%) +Types: dict:638 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 179/506,868 (0.0%) +Types: NoneType:179 +Null/Empty: null:179 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 179/506,868 (0.0%) +Types: NoneType:179 +Null/Empty: null:179 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 179/506,868 (0.0%) +Types: str:144, NoneType:35 +Null/Empty: null:35 +String length avg: 7.9 +Unique strings tracked: 92 +Top 5 string values: + 't2_1ed7b': 25 (17.4%) + 't2_1uzpp': 8 (5.6%) + 't2_3rxcm': 4 (2.8%) + 't2_1z8ev': 3 (2.1%) + 't2_3v3ql': 3 (2.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 179/506,868 (0.0%) +Types: NoneType:179 +Null/Empty: null:179 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 179/506,868 (0.0%) +Types: NoneType:179 +Null/Empty: null:179 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 179/506,868 (0.0%) +Types: NoneType:179 +Null/Empty: null:179 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 179/506,868 (0.0%) +Types: list:179 +Null/Empty: empty_arr:179 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 179/506,868 (0.0%) +Types: list:179 +Null/Empty: empty_arr:179 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 179/506,868 (0.0%) +Types: str:179 +String length avg: 54.8 +Unique strings tracked: 156 +Top 5 string values: + 'http://www.mypunchbowl.com/spread-the-love': 5 (2.8%) + 'http://www.mynewthemes.com/': 4 (2.2%) + 'http://www.gamefly.com/promo': 3 (1.7%) + 'http://www.jpost.com/': 2 (1.1%) + 'http://www.wisdom2conference.com': 2 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 179/506,868 (0.0%) +Types: bool:179 +Booleans: true:0 (0.0%), false:179 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 179/506,868 (0.0%) +Types: str:179 +Null/Empty: empty_str:179 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 179/506,868 (0.0%) +Types: NoneType:179 +Null/Empty: null:179 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 179/506,868 (0.0%) +Types: dict:179 +Null/Empty: empty_obj:179 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 179/506,868 (0.0%) +Types: NoneType:179 +Null/Empty: null:179 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 179/506,868 (0.0%) +Types: bool:179 +Booleans: true:179 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 179/506,868 (0.0%) +Types: NoneType:179 +Null/Empty: null:179 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 179/506,868 (0.0%) +Types: NoneType:179 +Null/Empty: null:179 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 179/506,868 (0.0%) +Types: NoneType:179 +Null/Empty: null:179 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 179/506,868 (0.0%) +Types: list:179 +Null/Empty: empty_arr:179 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 179/506,868 (0.0%) +Types: NoneType:179 +Null/Empty: null:179 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 179/506,868 (0.0%) +Types: NoneType:179 +Null/Empty: null:179 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 3/506,868 (0.0%) +Types: str:3 +Null/Empty: empty_str:3 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 1/506,868 (0.0%) +Types: str:1 +String length avg: 36.0 +Unique strings tracked: 1 +String values distribution: + '88b11314-1752-11e8-a0b8-0e034171235a': 1 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2010-03.jsonl +Analysis Time: 2026-01-15 06:21:43 +================================================================================ +Total lines: 602,586 +Processed lines: 602,586 +Total unique fields: 88 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:602,267 (99.9%), false:319 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +String length avg: 9.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 496 (0.1%) + 'mayonesa': 74 (0.0%) + 'subtextual': 10 (0.0%) + 'jalam1001': 9 (0.0%) + 'qanayesladiz': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 602,586/602,586 (100.0%) +Types: NoneType:483,250, str:119,336 +Null/Empty: null:483,250, empty_str:119,336 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 602,586/602,586 (100.0%) +Types: NoneType:595,168, str:7,418 +Null/Empty: null:595,168, empty_str:1,106 +String length avg: 9.4 +Unique strings tracked: 925 +Top 5 string values: + 'us-flag': 287 (4.5%) + 'default': 201 (3.2%) + 'NHLR-KansasCityScouts-sheet1-col17-row21': 194 (3.1%) + 'no-knight': 129 (2.0%) + 'pc': 129 (2.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 602,586/602,586 (100.0%) +Types: NoneType:595,435, str:7,151 +Null/Empty: null:595,435, empty_str:898 +String length avg: 14.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'America': 99 (1.6%) + 'Kansas City Scouts - NHLR': 89 (1.4%) + 'Ontario': 63 (1.0%) + 'Moderator': 39 (0.6%) + 'England': 39 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 602,586/602,586 (100.0%) +Types: NoneType:483,250, str:119,336 +Null/Empty: null:483,250 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 119,336 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:521,387 (86.5%), false:81,199 (13.5%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:483,519 (80.2%), false:119,067 (19.8%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:1 (0.0%), false:602,585 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 602,586/602,586 (100.0%) +Types: int:602,586 +Numeric values: 602,586 total +Numeric range: min:1,267,401,600, max:1,270,079,992, avg:1268757459.8 +Numeric std dev: 779491.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 602,586/602,586 (100.0%) +Types: NoneType:602,270, str:316 +Null/Empty: null:602,270 +String length avg: 8.8 +Unique strings tracked: 2 +String values distribution: + 'moderator': 304 (96.2%) + 'admin': 12 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +Null/Empty: empty_str:5 +String length avg: 16.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self.reddit.com': 142 (0.0%) + 'youtube.com': 135 (0.0%) + 'imgur.com': 125 (0.0%) + 'self.AskReddit': 85 (0.0%) + 'i.imgur.com': 55 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 602,586/602,586 (100.0%) +Types: bool:592,569, float:10,017 +Booleans: true:0 (0.0%), false:592,569 (100.0%) +Numeric values: 10,017 total +Numeric range: min:1,267,408,050.0, max:1,521,558,941.0, avg:1270323709.3 +Numeric std dev: 16387892.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 602,586/602,586 (100.0%) +Types: int:602,586 +Numeric values: 602,586 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 602,584 (100.0%) + 1: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:0 (0.0%), false:602,586 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:133 (0.0%), false:602,453 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2eyly': 1 (0.0%) + 'azn07': 1 (0.0%) + 'b5h0s': 1 (0.0%) + 'b681m': 1 (0.0%) + 'b6av3': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:187,063 (31.0%), false:415,523 (69.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:0 (0.0%), false:602,586 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:95,305 (15.8%), false:507,281 (84.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:0 (0.0%), false:602,586 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 602,586/602,586 (100.0%) +Types: NoneType:602,509, str:77 +Null/Empty: null:602,509, empty_str:10 +String length avg: 6.9 +Unique strings tracked: 41 +Top 5 string values: + 'official': 6 (9.0%) + 'travel': 4 (6.0%) + 'important': 4 (6.0%) + 'solvedcase': 4 (6.0%) + 'dead-link': 4 (6.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 602,586/602,586 (100.0%) +Types: list:602,586 +Null/Empty: empty_arr:602,509 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 602,586/602,586 (100.0%) +Types: NoneType:602,506, str:80 +Null/Empty: null:602,506, empty_str:3 +String length avg: 9.2 +Unique strings tracked: 42 +Top 5 string values: + 'Video': 8 (10.4%) + 'Official Source': 6 (7.8%) + 'TRAVEL': 4 (5.2%) + 'Manga Chapter': 4 (5.2%) + 'Solved': 4 (5.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 602,586 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 602,509 (100.0%) + 'richtext': 77 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:47 (0.0%), false:602,539 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 602,586/602,586 (100.0%) +Types: NoneType:602,429, dict:157 +Null/Empty: null:602,429 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 602,586/602,586 (100.0%) +Types: dict:602,586 +Null/Empty: empty_obj:602,429 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:479,828 (79.6%), false:122,758 (20.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 602,586/602,586 (100.0%) +Types: int:602,586 +Numeric values: 602,586 total +Numeric range: min:0, max:7,238, avg:5.0 +Numeric std dev: 39.0 +Unique numbers tracked: 888 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 602,586/602,586 (100.0%) +Types: int:602,586 +Numeric values: 602,586 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 602,585 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:13,853 (2.3%), false:588,733 (97.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 602,586/602,586 (100.0%) +Types: str:559,105, NoneType:43,481 +Null/Empty: null:43,481 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 521,387 (93.3%) + 'promo_specified': 19,041 (3.4%) + 'promo_adult_nsfw': 9,844 (1.8%) + 'promo_adult': 5,944 (1.1%) + 'no_ads': 1,723 (0.3%) + 'promo_all': 1,094 (0.2%) + 'house_only': 72 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +String length avg: 66.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/2eyly/broken_link/': 1 (0.0%) + '/comments/azn07/not_sure_if_mass_effect_2_is_for_y...': 1 (0.0%) + '/comments/b5h0s/its_the_same_old_story_boy_finds_g...': 1 (0.0%) + '/comments/b681m/test/': 1 (0.0%) + '/comments/b6av3/vps_hosting_starting_at_699_a_mont...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 602,586/602,586 (100.0%) +Types: int:602,586 +Numeric values: 602,586 total +Numeric range: min:1,522,531,324, max:1,523,023,660, avg:1522901635.5 +Numeric std dev: 2972.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 602,586 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 602,586/602,586 (100.0%) +Types: int:602,586 +Numeric values: 602,586 total +Numeric range: min:0, max:10,861, avg:6.6 +Numeric std dev: 57.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 602,586/602,586 (100.0%) +Types: NoneType:602,429, dict:157 +Null/Empty: null:602,429 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 602,586/602,586 (100.0%) +Types: dict:602,586 +Null/Empty: empty_obj:602,429 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +Null/Empty: empty_str:456,173 +String length avg: 162.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,868 (1.3%) + '[removed]': 760 (0.5%) + 'Sometimes it's so frustrating': 3 (0.0%) + 'This is it word for word. I know I'm supposed to s...': 2 (0.0%) + 'eSports Heaven ASRock Tournament of Dignitas vs Wh...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:602,586 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:3 (0.0%), false:602,583 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:0 (0.0%), false:602,586 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 9,329 (1.5%) + 'AskReddit': 898 (0.1%) + 'pics': 870 (0.1%) + 'politics': 673 (0.1%) + 'gaming': 528 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 9,329 (1.5%) + 't5_2qh1i': 898 (0.1%) + 't5_2qh0u': 870 (0.1%) + 't5_2cneq': 673 (0.1%) + 't5_2qh03': 528 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 9,329 (1.5%) + 'r/AskReddit': 898 (0.1%) + 'r/pics': 870 (0.1%) + 'r/politics': 673 (0.1%) + 'r/gaming': 528 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 323,309 (53.7%) + 'archived': 276,012 (45.8%) + 'restricted': 3,265 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 602,586/602,586 (100.0%) +Types: NoneType:589,419, str:13,167 +Null/Empty: null:589,419 +String length avg: 9.4 +Unique strings tracked: 6 +String values distribution: + 'confidence': 12,031 (91.4%) + 'top': 547 (4.2%) + 'new': 530 (4.0%) + 'controversial': 34 (0.3%) + 'old': 16 (0.1%) + 'qa': 9 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +Null/Empty: empty_str:113,304 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 407,935 (83.4%) + 'self': 41,907 (8.6%) + 'https://b.thumbs.redditmedia.com/uMRagwXz1-63vM6xH...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/aekLRyTl2a816tlV3...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/Z8tkdyK_2XajCQuWk...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +String length avg: 57.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Academic ‘left’ opposes free speech, academic free...': 9 (0.0%) + '11th Annual White Privilege Conference -- April 7-...': 8 (0.0%) + 'Los Angeles near collapse': 6 (0.0%) + 'Unpopular free speech is NOT protected in the USA': 5 (0.0%) + 'I’m working-class, white and proud of my roots': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +String length avg: 72.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.daily49er.com/opinion/academic-left-opp...': 9 (0.0%) + 'http://www.uccs.edu/~wpc/': 8 (0.0%) + 'http://www.guardian.co.uk/commentisfree/cifamerica...': 6 (0.0%) + 'http://liveshots.blogs.foxnews.com/2010/02/24/plan...': 5 (0.0%) + 'http://www.youtube.com/watch?v=FLhK8LzT2Rg': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 602,586/602,586 (100.0%) +Types: str:559,105, NoneType:43,481 +Null/Empty: null:43,481 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 518,871 (92.8%) + 'promo_specified': 19,041 (3.4%) + 'promo_adult_nsfw': 12,412 (2.2%) + 'promo_adult': 5,893 (1.1%) + 'no_ads': 1,723 (0.3%) + 'promo_all': 1,093 (0.2%) + 'house_only': 72 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 489,282/602,586 (81.2%) +Types: NoneType:487,997, int:1,285 +Null/Empty: null:487,997 +Numeric values: 1,285 total +Numeric range: min:3, max:140, avg:103.9 +Numeric std dev: 28.8 +Unique numbers tracked: 104 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 489,282/602,586 (81.2%) +Types: NoneType:487,997, int:1,285 +Null/Empty: null:487,997 +Numeric values: 1,285 total +Numeric range: min:4, max:140, avg:134.9 +Numeric std dev: 18.7 +Unique numbers tracked: 7 +Numeric values distribution: + 140: 1,194 (92.9%) + 70: 81 (6.3%) + 50: 5 (0.4%) + 60: 2 (0.2%) + 4: 1 (0.1%) + 40: 1 (0.1%) + 67: 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 483,519/602,586 (80.2%) +Types: list:483,519 +Null/Empty: empty_arr:477,266 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 483,519/602,586 (80.2%) +Types: str:483,519 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 477,266 (98.7%) + 'richtext': 6,253 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 6,084/602,586 (1.0%) +Types: bool:6,084 +Booleans: true:1 (0.0%), false:6,083 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 6,084/602,586 (1.0%) +Types: bool:6,084 +Booleans: true:0 (0.0%), false:6,084 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 6,084/602,586 (1.0%) +Types: bool:6,084 +Booleans: true:0 (0.0%), false:6,084 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 6,084/602,586 (1.0%) +Types: bool:6,084 +Booleans: true:0 (0.0%), false:6,084 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,211/602,586 (0.2%) +Types: str:1,211 +String length avg: 4.8 +Unique strings tracked: 4 +String values distribution: + 'link': 809 (66.8%) + 'image': 278 (23.0%) + 'rich:video': 121 (10.0%) + 'self': 3 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,211/602,586 (0.2%) +Types: dict:1,211 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 1,132/602,586 (0.2%) +Types: bool:1,132 +Booleans: true:1,132 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 319/602,586 (0.1%) +Types: NoneType:319 +Null/Empty: null:319 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 319/602,586 (0.1%) +Types: NoneType:319 +Null/Empty: null:319 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 319/602,586 (0.1%) +Types: str:267, NoneType:52 +Null/Empty: null:52 +String length avg: 7.9 +Unique strings tracked: 178 +Top 5 string values: + 't2_1ed7b': 16 (6.0%) + 't2_3wro6': 13 (4.9%) + 't2_3qlen': 10 (3.7%) + 't2_38h6u': 7 (2.6%) + 't2_3rllu': 7 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 319/602,586 (0.1%) +Types: NoneType:319 +Null/Empty: null:319 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 319/602,586 (0.1%) +Types: NoneType:319 +Null/Empty: null:319 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 319/602,586 (0.1%) +Types: NoneType:319 +Null/Empty: null:319 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 319/602,586 (0.1%) +Types: list:319 +Null/Empty: empty_arr:319 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 319/602,586 (0.1%) +Types: list:319 +Null/Empty: empty_arr:319 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 319/602,586 (0.1%) +Types: str:319 +String length avg: 57.7 +Unique strings tracked: 275 +Top 5 string values: + 'http://wired.com/repomen': 5 (1.6%) + 'http://www.synchtube.com/': 5 (1.6%) + 'http://www.dealtaker.com/TurboTax-coupon-code-a206...': 4 (1.3%) + 'http://gilesbowkett.blogspot.com/2010/03/programme...': 4 (1.3%) + 'http://www.gamefly.com/promo': 3 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 319/602,586 (0.1%) +Types: bool:319 +Booleans: true:0 (0.0%), false:319 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 319/602,586 (0.1%) +Types: str:319 +Null/Empty: empty_str:319 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 319/602,586 (0.1%) +Types: NoneType:319 +Null/Empty: null:319 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 319/602,586 (0.1%) +Types: dict:319 +Null/Empty: empty_obj:319 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 319/602,586 (0.1%) +Types: NoneType:319 +Null/Empty: null:319 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 319/602,586 (0.1%) +Types: bool:319 +Booleans: true:319 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 319/602,586 (0.1%) +Types: NoneType:319 +Null/Empty: null:319 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 319/602,586 (0.1%) +Types: NoneType:319 +Null/Empty: null:319 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 319/602,586 (0.1%) +Types: NoneType:319 +Null/Empty: null:319 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 319/602,586 (0.1%) +Types: list:319 +Null/Empty: empty_arr:319 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 319/602,586 (0.1%) +Types: NoneType:319 +Null/Empty: null:319 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 319/602,586 (0.1%) +Types: NoneType:319 +Null/Empty: null:319 + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 52/602,586 (0.0%) +Types: bool:52 +Booleans: true:0 (0.0%), false:52 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 11/602,586 (0.0%) +Types: str:11 +Null/Empty: empty_str:11 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 1/602,586 (0.0%) +Types: str:1 +String length avg: 36.0 +Unique strings tracked: 1 +String values distribution: + '390a84ee-3096-11e5-8982-0ee61c357d3b': 1 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2010-04.jsonl +Analysis Time: 2026-01-15 06:22:25 +================================================================================ +Total lines: 617,302 +Processed lines: 617,302 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:616,668 (99.9%), false:634 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +String length avg: 9.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 451 (0.1%) + 'Phazon': 16 (0.0%) + 'prestony': 10 (0.0%) + 'myshuqian': 8 (0.0%) + 'shallah': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 617,302/617,302 (100.0%) +Types: NoneType:495,767, str:121,535 +Null/Empty: null:495,767, empty_str:121,533 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + '#edeff1': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 617,302/617,302 (100.0%) +Types: NoneType:608,519, str:8,783 +Null/Empty: null:608,519, empty_str:1,265 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'us-flag': 182 (2.4%) + 'default': 171 (2.3%) + 'NHLR-KansasCityScouts-sheet1-col17-row21': 137 (1.8%) + 'artist': 114 (1.5%) + 'pc': 108 (1.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 617,302/617,302 (100.0%) +Types: NoneType:608,913, str:8,389 +Null/Empty: null:608,913, empty_str:1,067 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'America': 101 (1.4%) + 'Kansas City Scouts - NHLR': 85 (1.2%) + 'conservationist': 32 (0.4%) + 'Liverpool': 28 (0.4%) + 'Stefan Bellof': 27 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 617,302/617,302 (100.0%) +Types: NoneType:495,767, str:121,535 +Null/Empty: null:495,767 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 121,535 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:531,025 (86.0%), false:86,277 (14.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:496,111 (80.4%), false:121,191 (19.6%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:0 (0.0%), false:617,302 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 617,302/617,302 (100.0%) +Types: int:617,302 +Numeric values: 617,302 total +Numeric range: min:1,270,080,000, max:1,272,671,990, avg:1271413972.0 +Numeric std dev: 746422.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 617,302/617,302 (100.0%) +Types: NoneType:616,914, str:388 +Null/Empty: null:616,914 +String length avg: 8.8 +Unique strings tracked: 2 +String values distribution: + 'moderator': 368 (94.8%) + 'admin': 20 (5.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +Null/Empty: empty_str:1 +String length avg: 15.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 113 (0.0%) + 'self.AskReddit': 97 (0.0%) + 'self.reddit.com': 67 (0.0%) + 'imgur.com': 54 (0.0%) + 'i.imgur.com': 37 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 617,302/617,302 (100.0%) +Types: bool:607,024, float:10,278 +Booleans: true:0 (0.0%), false:607,024 (100.0%) +Numeric values: 10,278 total +Numeric range: min:1,270,084,445.0, max:1,522,360,716.0, avg:1273174895.8 +Numeric std dev: 17572386.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 617,302/617,302 (100.0%) +Types: int:617,302 +Numeric values: 617,302 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 617,301 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:0 (0.0%), false:617,302 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:218 (0.0%), false:617,084 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'acypu': 1 (0.0%) + 'b534b': 1 (0.0%) + 'b8led': 1 (0.0%) + 'bcnh7': 1 (0.0%) + 'bdcsx': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:197,563 (32.0%), false:419,739 (68.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:0 (0.0%), false:617,302 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:99,795 (16.2%), false:517,507 (83.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:0 (0.0%), false:617,302 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 617,302/617,302 (100.0%) +Types: NoneType:617,210, str:92 +Null/Empty: null:617,210, empty_str:15 +String length avg: 8.5 +Unique strings tracked: 39 +Top 5 string values: + 'official': 10 (13.0%) + 'nonwhitelistedchannel': 9 (11.7%) + 'removed': 6 (7.8%) + 'important': 4 (5.2%) + 'news': 4 (5.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 617,302/617,302 (100.0%) +Types: list:617,302 +Null/Empty: empty_arr:617,213 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 617,302/617,302 (100.0%) +Types: NoneType:617,209, str:93 +Null/Empty: null:617,209, empty_str:4 +String length avg: 11.9 +Unique strings tracked: 42 +Top 5 string values: + 'Official Source': 10 (11.2%) + 'Non-whitelisted Youtube Channel': 9 (10.1%) + 'Video': 6 (6.7%) + 'Discussion': 5 (5.6%) + 'Manga Chapter': 4 (4.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 617,302 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 617,213 (100.0%) + 'richtext': 89 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:48 (0.0%), false:617,254 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 617,302/617,302 (100.0%) +Types: NoneType:617,009, dict:293 +Null/Empty: null:617,009 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 617,302/617,302 (100.0%) +Types: dict:617,302 +Null/Empty: empty_obj:617,009 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:490,480 (79.5%), false:126,822 (20.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 617,302/617,302 (100.0%) +Types: int:617,302 +Numeric values: 617,302 total +Numeric range: min:0, max:6,980, avg:4.8 +Numeric std dev: 39.5 +Unique numbers tracked: 894 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 617,302/617,302 (100.0%) +Types: int:617,302 +Numeric values: 617,302 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 617,301 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:14,703 (2.4%), false:602,599 (97.6%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 617,302/617,302 (100.0%) +Types: str:570,763, NoneType:46,539 +Null/Empty: null:46,539 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 531,025 (93.0%) + 'promo_specified': 18,855 (3.3%) + 'promo_adult_nsfw': 11,078 (1.9%) + 'promo_adult': 6,894 (1.2%) + 'no_ads': 1,800 (0.3%) + 'promo_all': 1,028 (0.2%) + 'house_only': 83 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/comments/acypu/dco_solutions_redditorowned_remote...': 1 (0.0%) + '/comments/b534b/its_amazing_its_a_miracle_its_lolm...': 1 (0.0%) + '/comments/b8led/your_ad_here/': 1 (0.0%) + '/comments/bcnh7/samsung_syncmaster_2333hd_hdtv_wid...': 1 (0.0%) + '/comments/bdcsx/get_a_professional_2nd_opinion_on_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 617,302/617,302 (100.0%) +Types: int:617,302 +Numeric values: 617,302 total +Numeric range: min:1,522,865,386, max:1,522,915,965, avg:1522911153.4 +Numeric std dev: 2780.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 617,302 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 617,302/617,302 (100.0%) +Types: int:617,302 +Numeric values: 617,302 total +Numeric range: min:0, max:4,074, avg:6.7 +Numeric std dev: 52.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 617,302/617,302 (100.0%) +Types: NoneType:617,009, dict:293 +Null/Empty: null:617,009 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 617,302/617,302 (100.0%) +Types: dict:617,302 +Null/Empty: empty_obj:617,009 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +Null/Empty: empty_str:465,209 +String length avg: 156.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 2,022 (1.3%) + '[removed]': 1,096 (0.7%) + 'April Fools': 3 (0.0%) + 'I think there is a conspiracy.': 2 (0.0%) + 'That is all.': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:617,300 (100.0%), false:2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:3 (0.0%), false:617,299 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:1 (0.0%), false:617,301 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 11,596 (1.9%) + 'AskReddit': 1,132 (0.2%) + 'pics': 996 (0.2%) + 'funny': 767 (0.1%) + 'politics': 723 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 11,596 (1.9%) + 't5_2qh1i': 1,132 (0.2%) + 't5_2qh0u': 996 (0.2%) + 't5_2qh33': 767 (0.1%) + 't5_2cneq': 723 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 11,596 (1.9%) + 'r/AskReddit': 1,132 (0.2%) + 'r/pics': 996 (0.2%) + 'r/funny': 767 (0.1%) + 'r/politics': 723 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 329,927 (53.4%) + 'archived': 283,483 (45.9%) + 'restricted': 3,892 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 617,302/617,302 (100.0%) +Types: NoneType:604,010, str:13,292 +Null/Empty: null:604,010 +String length avg: 9.5 +Unique strings tracked: 5 +String values distribution: + 'confidence': 12,250 (92.2%) + 'new': 519 (3.9%) + 'top': 500 (3.8%) + 'qa': 13 (0.1%) + 'old': 10 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +Null/Empty: empty_str:120,692 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 180,848 (36.4%) + 'self': 19,759 (4.0%) + 'https://b.thumbs.redditmedia.com/AQxrKWTZQfi_-Fv4W...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/5daO28UwpCWa66_RW...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/c2fdKYDuL_2StYjEL...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +String length avg: 56.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Is Anime Sexy?': 3 (0.0%) + 'Club Player Bonus Codes 2010 Club Player Exclusive...': 3 (0.0%) + ''Lying, cheating, defrauding taxpayer are all OK' ...': 3 (0.0%) + 'The K Street Hustlin’ of Obamacare': 3 (0.0%) + 'Children WILL face 'naked' airport scans, Governme...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +Null/Empty: empty_str:1 +String length avg: 71.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.nytimes.com/2010/04/01/us/01nsa.html': 3 (0.0%) + 'http://blogs.telegraph.co.uk/news/jamesdelingpole/...': 3 (0.0%) + 'http://cgi.ebay.com/ws/eBayISAPI.dll?ViewItem&...': 3 (0.0%) + 'http://blacklistednews.com/?news_id=8065': 3 (0.0%) + 'http://www.dailymail.co.uk/news/article-1262062/Ch...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 617,302/617,302 (100.0%) +Types: str:570,763, NoneType:46,539 +Null/Empty: null:46,539 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 528,715 (92.6%) + 'promo_specified': 18,855 (3.3%) + 'promo_adult_nsfw': 13,429 (2.4%) + 'promo_adult': 6,855 (1.2%) + 'no_ads': 1,800 (0.3%) + 'promo_all': 1,026 (0.2%) + 'house_only': 83 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 496,610/617,302 (80.4%) +Types: NoneType:494,253, int:2,357 +Null/Empty: null:494,253 +Numeric values: 2,357 total +Numeric range: min:1, max:140, avg:102.8 +Numeric std dev: 29.1 +Unique numbers tracked: 118 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 496,610/617,302 (80.4%) +Types: NoneType:494,253, int:2,357 +Null/Empty: null:494,253 +Numeric values: 2,357 total +Numeric range: min:1, max:140, avg:134.8 +Numeric std dev: 19.0 +Unique numbers tracked: 9 +Numeric values distribution: + 140: 2,191 (93.0%) + 70: 148 (6.3%) + 50: 9 (0.4%) + 1: 3 (0.1%) + 64: 2 (0.1%) + 4: 1 (0.0%) + 6: 1 (0.0%) + 65: 1 (0.0%) + 60: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 496,111/617,302 (80.4%) +Types: list:496,111 +Null/Empty: empty_arr:488,789 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 496,111/617,302 (80.4%) +Types: str:496,111 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 488,789 (98.5%) + 'richtext': 7,322 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 9,590/617,302 (1.6%) +Types: bool:9,590 +Booleans: true:9,590 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,466/617,302 (0.9%) +Types: bool:5,466 +Booleans: true:2 (0.0%), false:5,464 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,466/617,302 (0.9%) +Types: bool:5,466 +Booleans: true:0 (0.0%), false:5,466 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,466/617,302 (0.9%) +Types: bool:5,466 +Booleans: true:0 (0.0%), false:5,466 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,466/617,302 (0.9%) +Types: bool:5,466 +Booleans: true:0 (0.0%), false:5,466 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2,208/617,302 (0.4%) +Types: str:2,208 +String length avg: 4.8 +Unique strings tracked: 4 +String values distribution: + 'link': 1,512 (68.5%) + 'image': 461 (20.9%) + 'rich:video': 228 (10.3%) + 'self': 7 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2,208/617,302 (0.4%) +Types: dict:2,208 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 634/617,302 (0.1%) +Types: NoneType:634 +Null/Empty: null:634 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 634/617,302 (0.1%) +Types: NoneType:634 +Null/Empty: null:634 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 634/617,302 (0.1%) +Types: str:492, NoneType:142 +Null/Empty: null:142 +String length avg: 7.9 +Unique strings tracked: 296 +Top 5 string values: + 't2_1uzpp': 44 (8.9%) + 't2_1ed7b': 16 (3.3%) + 't2_3xm8y': 15 (3.0%) + 't2_3z068': 11 (2.2%) + 't2_3ankc': 9 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 634/617,302 (0.1%) +Types: NoneType:634 +Null/Empty: null:634 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 634/617,302 (0.1%) +Types: NoneType:634 +Null/Empty: null:634 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 634/617,302 (0.1%) +Types: NoneType:634 +Null/Empty: null:634 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 634/617,302 (0.1%) +Types: list:634 +Null/Empty: empty_arr:634 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 634/617,302 (0.1%) +Types: list:634 +Null/Empty: empty_arr:634 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 634/617,302 (0.1%) +Types: str:634 +Null/Empty: empty_str:1 +String length avg: 48.9 +Unique strings tracked: 493 +Top 5 string values: + 'http://WWW.aonedesignershop.COM': 7 (1.1%) + 'http://www.senddown.com': 6 (0.9%) + 'http://www.bursakampanya.com': 6 (0.9%) + 'http://www.dream-asians.com': 6 (0.9%) + 'http://convo.us': 6 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 634/617,302 (0.1%) +Types: bool:634 +Booleans: true:0 (0.0%), false:634 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 634/617,302 (0.1%) +Types: str:634 +Null/Empty: empty_str:634 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 634/617,302 (0.1%) +Types: NoneType:634 +Null/Empty: null:634 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 634/617,302 (0.1%) +Types: dict:634 +Null/Empty: empty_obj:634 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 634/617,302 (0.1%) +Types: NoneType:634 +Null/Empty: null:634 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 634/617,302 (0.1%) +Types: bool:634 +Booleans: true:634 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 634/617,302 (0.1%) +Types: NoneType:634 +Null/Empty: null:634 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 634/617,302 (0.1%) +Types: NoneType:634 +Null/Empty: null:634 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 634/617,302 (0.1%) +Types: NoneType:634 +Null/Empty: null:634 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 634/617,302 (0.1%) +Types: list:634 +Null/Empty: empty_arr:634 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 634/617,302 (0.1%) +Types: NoneType:634 +Null/Empty: null:634 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 634/617,302 (0.1%) +Types: NoneType:634 +Null/Empty: null:634 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 28/617,302 (0.0%) +Types: str:28 +Null/Empty: empty_str:28 + +──────────────────────────────────────────────────────────── +FIELD: ban_note Occurrence: 1/617,302 (0.0%) +Types: NoneType:1 +Null/Empty: null:1 + +================================================================================ + +================================================================================ +FILE: RS_2010-05.jsonl +Analysis Time: 2026-01-15 06:23:02 +================================================================================ +Total lines: 515,637 +Processed lines: 515,637 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:514,843 (99.8%), false:794 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +String length avg: 9.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 462 (0.1%) + 'shamansun': 14 (0.0%) + 'darkmannx': 13 (0.0%) + 'shallah': 12 (0.0%) + 'mellowmonk': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 515,637/515,637 (100.0%) +Types: NoneType:393,167, str:122,470 +Null/Empty: null:393,167, empty_str:122,466 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + '#edeff1': 4 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 515,637/515,637 (100.0%) +Types: NoneType:506,448, str:9,189 +Null/Empty: null:506,448, empty_str:1,404 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 213 (2.7%) + 'NHLR-KansasCityScouts-sheet1-col17-row21': 154 (2.0%) + 'lastfm': 143 (1.8%) + 'no-knight': 133 (1.7%) + 'artist': 114 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 515,637/515,637 (100.0%) +Types: NoneType:506,857, str:8,780 +Null/Empty: null:506,857, empty_str:973 +String length avg: 14.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Kansas City Scouts - NHLR': 62 (0.8%) + 'Protoss': 37 (0.5%) + 'conservationist': 35 (0.4%) + 'Zerg': 28 (0.4%) + '-queerdo': 27 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 515,637/515,637 (100.0%) +Types: NoneType:393,167, str:122,470 +Null/Empty: null:393,167 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 122,470 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:435,639 (84.5%), false:79,998 (15.5%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:393,459 (76.3%), false:122,178 (23.7%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:0 (0.0%), false:515,637 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 515,637/515,637 (100.0%) +Types: int:515,637 +Numeric values: 515,637 total +Numeric range: min:1,272,672,001, max:1,275,350,384, avg:1273950462.7 +Numeric std dev: 747938.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 515,637/515,637 (100.0%) +Types: NoneType:515,235, str:402 +Null/Empty: null:515,235 +String length avg: 8.9 +Unique strings tracked: 2 +String values distribution: + 'moderator': 388 (96.5%) + 'admin': 14 (3.5%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +Null/Empty: empty_str:1 +String length avg: 15.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 141 (0.0%) + 'self.AskReddit': 83 (0.0%) + 'imgur.com': 79 (0.0%) + 'self.reddit.com': 77 (0.0%) + 'i.imgur.com': 49 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 515,637/515,637 (100.0%) +Types: bool:505,190, float:10,447 +Booleans: true:0 (0.0%), false:505,190 (100.0%) +Numeric values: 10,447 total +Numeric range: min:1,272,675,809.0, max:1,522,865,294.0, avg:1275568673.5 +Numeric std dev: 16089902.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 515,637/515,637 (100.0%) +Types: int:515,637 +Numeric values: 515,637 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 515,636 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:0 (0.0%), false:515,637 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:200 (0.0%), false:515,437 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'byk3e': 1 (0.0%) + 'byk3f': 1 (0.0%) + 'byk3g': 1 (0.0%) + 'byk3h': 1 (0.0%) + 'byk3i': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:214,943 (41.7%), false:300,694 (58.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:0 (0.0%), false:515,637 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:96,361 (18.7%), false:419,276 (81.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:0 (0.0%), false:515,637 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 515,637/515,637 (100.0%) +Types: NoneType:515,532, str:105 +Null/Empty: null:515,532, empty_str:8 +String length avg: 7.6 +Unique strings tracked: 43 +Top 5 string values: + 'missingflair': 12 (12.4%) + 'removed': 7 (7.2%) + 'official': 7 (7.2%) + 'solvedcase': 6 (6.2%) + 'travel': 5 (5.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 515,637/515,637 (100.0%) +Types: list:515,637 +Null/Empty: empty_arr:515,542 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 515,637/515,637 (100.0%) +Types: NoneType:515,529, str:108 +Null/Empty: null:515,529, empty_str:13 +String length avg: 9.3 +Unique strings tracked: 51 +Top 5 string values: + 'Official Source': 7 (7.4%) + 'Solved': 6 (6.3%) + 'TRAVEL': 5 (5.3%) + 'text': 5 (5.3%) + 'ATN': 4 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 515,637 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 515,542 (100.0%) + 'richtext': 95 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:64 (0.0%), false:515,573 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 515,637/515,637 (100.0%) +Types: NoneType:515,370, dict:267 +Null/Empty: null:515,370 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 515,637/515,637 (100.0%) +Types: dict:515,637 +Null/Empty: empty_obj:515,370 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:381,866 (74.1%), false:133,771 (25.9%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 515,637/515,637 (100.0%) +Types: int:515,637 +Numeric values: 515,637 total +Numeric range: min:0, max:7,564, avg:5.8 +Numeric std dev: 41.2 +Unique numbers tracked: 892 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 515,637/515,637 (100.0%) +Types: int:515,637 +Numeric values: 515,637 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 515,637 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:16,267 (3.2%), false:499,370 (96.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 515,637/515,637 (100.0%) +Types: str:474,753, NoneType:40,884 +Null/Empty: null:40,884 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 435,639 (91.8%) + 'promo_specified': 18,534 (3.9%) + 'promo_adult_nsfw': 11,856 (2.5%) + 'promo_adult': 6,112 (1.3%) + 'no_ads': 1,654 (0.3%) + 'promo_all': 855 (0.2%) + 'house_only': 103 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/politics/comments/byk3e/the_house_of_representa...': 1 (0.0%) + '/r/cute/comments/byk3f/leopard_cuddles_baby_baboon...': 1 (0.0%) + '/r/reddit.com/comments/byk3g/st_louis_refinancing_...': 1 (0.0%) + '/r/reddit.com/comments/byk3h/donate_your_car_today...': 1 (0.0%) + '/r/reddit.com/comments/byk3i/new_beta_unshackles_m...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 515,637/515,637 (100.0%) +Types: int:515,637 +Numeric values: 515,637 total +Numeric range: min:1,522,915,965, max:1,522,924,170, avg:1522920031.2 +Numeric std dev: 2364.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 515,637 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 515,637/515,637 (100.0%) +Types: int:515,637 +Numeric values: 515,637 total +Numeric range: min:0, max:3,429, avg:7.8 +Numeric std dev: 54.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 515,637/515,637 (100.0%) +Types: NoneType:515,370, dict:267 +Null/Empty: null:515,370 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 515,637/515,637 (100.0%) +Types: dict:515,637 +Null/Empty: empty_obj:515,370 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +Null/Empty: empty_str:367,129 +String length avg: 172.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,938 (1.3%) + '[removed]': 706 (0.5%) + 'The £2.88 a week marriage proposal is a joke and a...': 2 (0.0%) + 'I am a female... and I Have a hairy bum. I have tr...': 1 (0.0%) + 'I scored 99th percentile on the PSATs but I'm stil...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:515,636 (100.0%), false:1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:4 (0.0%), false:515,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:1 (0.0%), false:515,636 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 8,689 (1.7%) + 'RapidshareList': 1,370 (0.3%) + 'AskReddit': 954 (0.2%) + 'pics': 809 (0.2%) + 'politics': 569 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +String length avg: 6.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 8,689 (1.7%) + 't5_2riqk': 1,370 (0.3%) + 't5_2qh1i': 954 (0.2%) + 't5_2qh0u': 809 (0.2%) + 't5_2cneq': 569 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 8,689 (1.7%) + 'r/RapidshareList': 1,370 (0.3%) + 'r/AskReddit': 954 (0.2%) + 'r/pics': 809 (0.2%) + 'r/politics': 569 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +String length avg: 6.8 +Unique strings tracked: 3 +String values distribution: + 'public': 312,009 (60.5%) + 'archived': 199,301 (38.7%) + 'restricted': 4,327 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 515,637/515,637 (100.0%) +Types: NoneType:502,904, str:12,733 +Null/Empty: null:502,904 +String length avg: 9.5 +Unique strings tracked: 5 +String values distribution: + 'confidence': 11,818 (92.8%) + 'top': 456 (3.6%) + 'new': 438 (3.4%) + 'old': 11 (0.1%) + 'qa': 10 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +Null/Empty: empty_str:128,773 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 234,352 (60.6%) + 'self': 32,352 (8.4%) + 'https://a.thumbs.redditmedia.com/X_t3i5KUzVLFVnqij...': 5 (0.0%) + 'https://b.thumbs.redditmedia.com/EuTZGtO4614T6rJAb...': 3 (0.0%) + 'https://b.thumbs.redditmedia.com/osqs5xbANn5sCPuvj...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +String length avg: 58.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Book Editing Book Editor Professional Editing T...': 18 (0.0%) + 'Kitchen Design Photos | Interior Design | Kitchen ...': 4 (0.0%) + '“You Got Bailed Out We Got Sold Out”–Thousands Pro...': 3 (0.0%) + 'Protip: If you make counterfeit money don't post p...': 2 (0.0%) + 'Geek Gang Signs': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +String length avg: 71.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.youtube.com/watch?v=qSf13AS2Owk': 3 (0.0%) + 'http://www.onlinegamblingportal.co.uk/lemur-vid.ht...': 3 (0.0%) + 'http://dandelionsalad.wordpress.com/2010/04/30/%e2...': 3 (0.0%) + 'http://www.youtube.com/watch?v=O5XFH36UdQ4&fea...': 2 (0.0%) + 'http://imgur.com/oSgN8': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 515,637/515,637 (100.0%) +Types: str:474,753, NoneType:40,884 +Null/Empty: null:40,884 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 433,114 (91.2%) + 'promo_specified': 18,534 (3.9%) + 'promo_adult_nsfw': 14,430 (3.0%) + 'promo_adult': 6,067 (1.3%) + 'no_ads': 1,654 (0.3%) + 'promo_all': 851 (0.2%) + 'house_only': 103 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 393,459/515,637 (76.3%) +Types: list:393,459 +Null/Empty: empty_arr:385,652 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 393,459/515,637 (76.3%) +Types: str:393,459 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 385,652 (98.0%) + 'richtext': 7,807 (2.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 386,864/515,637 (75.0%) +Types: NoneType:384,761, int:2,103 +Null/Empty: null:384,761 +Numeric values: 2,103 total +Numeric range: min:1, max:140, avg:103.6 +Numeric std dev: 29.2 +Unique numbers tracked: 116 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 386,864/515,637 (75.0%) +Types: NoneType:384,761, int:2,103 +Null/Empty: null:384,761 +Numeric values: 2,103 total +Numeric range: min:1, max:140, avg:134.9 +Numeric std dev: 19.1 +Unique numbers tracked: 12 +Top 5 numeric values: + 140: 1,959 (93.2%) + 70: 126 (6.0%) + 50: 5 (0.2%) + 64: 2 (0.1%) + 40: 2 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,308/515,637 (1.0%) +Types: bool:5,308 +Booleans: true:0 (0.0%), false:5,308 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,308/515,637 (1.0%) +Types: bool:5,308 +Booleans: true:0 (0.0%), false:5,308 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,308/515,637 (1.0%) +Types: bool:5,308 +Booleans: true:0 (0.0%), false:5,308 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,308/515,637 (1.0%) +Types: bool:5,308 +Booleans: true:0 (0.0%), false:5,308 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 3,243/515,637 (0.6%) +Types: bool:3,243 +Booleans: true:3,243 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,946/515,637 (0.4%) +Types: str:1,946 +String length avg: 4.9 +Unique strings tracked: 4 +String values distribution: + 'link': 1,233 (63.4%) + 'image': 489 (25.1%) + 'rich:video': 220 (11.3%) + 'self': 4 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,946/515,637 (0.4%) +Types: dict:1,946 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 794/515,637 (0.2%) +Types: NoneType:794 +Null/Empty: null:794 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 794/515,637 (0.2%) +Types: NoneType:794 +Null/Empty: null:794 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 794/515,637 (0.2%) +Types: str:589, NoneType:205 +Null/Empty: null:205 +String length avg: 8.0 +Unique strings tracked: 370 +Top 5 string values: + 't2_1uzpp': 77 (13.1%) + 't2_3xm8y': 13 (2.2%) + 't2_41wty': 13 (2.2%) + 't2_1ed7b': 10 (1.7%) + 't2_3z068': 10 (1.7%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 794/515,637 (0.2%) +Types: NoneType:794 +Null/Empty: null:794 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 794/515,637 (0.2%) +Types: NoneType:794 +Null/Empty: null:794 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 794/515,637 (0.2%) +Types: NoneType:794 +Null/Empty: null:794 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 794/515,637 (0.2%) +Types: list:794 +Null/Empty: empty_arr:794 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 794/515,637 (0.2%) +Types: list:794 +Null/Empty: empty_arr:794 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 794/515,637 (0.2%) +Types: str:794 +String length avg: 53.4 +Unique strings tracked: 684 +Top 5 string values: + 'http://flexyourrights.org/10_Rules/': 12 (1.5%) + 'http://www.google.com': 6 (0.8%) + 'http://www.nerdkits.com/': 5 (0.6%) + 'http://convo.us': 5 (0.6%) + 'http://google.com': 4 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 794/515,637 (0.2%) +Types: bool:794 +Booleans: true:0 (0.0%), false:794 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 794/515,637 (0.2%) +Types: str:794 +Null/Empty: empty_str:794 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 794/515,637 (0.2%) +Types: NoneType:794 +Null/Empty: null:794 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 794/515,637 (0.2%) +Types: dict:794 +Null/Empty: empty_obj:794 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 794/515,637 (0.2%) +Types: NoneType:794 +Null/Empty: null:794 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 794/515,637 (0.2%) +Types: bool:794 +Booleans: true:794 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 794/515,637 (0.2%) +Types: NoneType:794 +Null/Empty: null:794 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 794/515,637 (0.2%) +Types: NoneType:794 +Null/Empty: null:794 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 794/515,637 (0.2%) +Types: NoneType:794 +Null/Empty: null:794 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 794/515,637 (0.2%) +Types: list:794 +Null/Empty: empty_arr:794 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 794/515,637 (0.2%) +Types: NoneType:794 +Null/Empty: null:794 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 794/515,637 (0.2%) +Types: NoneType:794 +Null/Empty: null:794 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 20/515,637 (0.0%) +Types: str:20 +Null/Empty: empty_str:20 + +──────────────────────────────────────────────────────────── +FIELD: ban_note Occurrence: 5/515,637 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +================================================================================ + +================================================================================ +FILE: RS_2010-06.jsonl +Analysis Time: 2026-01-15 06:23:36 +================================================================================ +Total lines: 478,396 +Processed lines: 478,396 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:477,815 (99.9%), false:581 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +String length avg: 9.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 547 (0.1%) + 'rejectpariah': 20 (0.0%) + 'anutensil': 18 (0.0%) + 'dvance': 9 (0.0%) + 'jack_alexander': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 478,396/478,396 (100.0%) +Types: NoneType:350,004, str:128,392 +Null/Empty: null:350,004, empty_str:128,390 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + '#edeff1': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 478,396/478,396 (100.0%) +Types: NoneType:467,893, str:10,503 +Null/Empty: null:467,893, empty_str:1,374 +String length avg: 11.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'NHLR-KansasCityScouts-sheet1-col17-row21': 179 (2.0%) + 'default': 148 (1.6%) + 'lastfm': 115 (1.3%) + 'artist': 103 (1.1%) + 's1 1 team-1 country-eng': 103 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 478,396/478,396 (100.0%) +Types: NoneType:468,354, str:10,042 +Null/Empty: null:468,354, empty_str:1,158 +String length avg: 14.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Kansas City Scouts - NHLR': 82 (0.9%) + 'Arsenal': 40 (0.5%) + 'America': 39 (0.4%) + 'Atheist': 31 (0.3%) + 'Liverpool': 30 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 478,396/478,396 (100.0%) +Types: NoneType:350,004, str:128,392 +Null/Empty: null:350,004 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 128,392 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:399,546 (83.5%), false:78,850 (16.5%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:350,354 (73.2%), false:128,042 (26.8%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:0 (0.0%), false:478,396 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 478,396/478,396 (100.0%) +Types: int:478,396 +Numeric values: 478,396 total +Numeric range: min:1,275,350,411, max:1,277,942,391, avg:1276642324.0 +Numeric std dev: 748204.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 478,396/478,396 (100.0%) +Types: NoneType:478,055, str:341 +Null/Empty: null:478,055 +String length avg: 8.9 +Unique strings tracked: 2 +String values distribution: + 'moderator': 335 (98.2%) + 'admin': 6 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +Null/Empty: empty_str:9 +String length avg: 15.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 160 (0.0%) + 'imgur.com': 124 (0.0%) + 'self.AskReddit': 118 (0.0%) + 'i.imgur.com': 98 (0.0%) + 'self.reddit.com': 66 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 478,396/478,396 (100.0%) +Types: bool:467,164, float:11,232 +Booleans: true:0 (0.0%), false:467,164 (100.0%) +Numeric values: 11,232 total +Numeric range: min:1,275,354,167.0, max:1,521,756,443.0, avg:1278052311.4 +Numeric std dev: 15573549.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 478,396/478,396 (100.0%) +Types: int:478,396 +Numeric values: 478,396 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 478,394 (100.0%) + 1: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:0 (0.0%), false:478,396 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:185 (0.0%), false:478,211 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ca1y6': 1 (0.0%) + 'ca1y7': 1 (0.0%) + 'ca1y8': 1 (0.0%) + 'ca1y9': 1 (0.0%) + 'ca1ya': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:225,566 (47.2%), false:252,830 (52.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:0 (0.0%), false:478,396 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:96,585 (20.2%), false:381,811 (79.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:0 (0.0%), false:478,396 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 478,396/478,396 (100.0%) +Types: NoneType:478,296, str:100 +Null/Empty: null:478,296, empty_str:12 +String length avg: 8.2 +Unique strings tracked: 51 +Top 5 string values: + 'dead-link': 7 (8.0%) + 'official': 5 (5.7%) + 'solvedcase': 4 (4.5%) + 'history': 4 (4.5%) + 'missingflair': 3 (3.4%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 478,396/478,396 (100.0%) +Types: list:478,396 +Null/Empty: empty_arr:478,295 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 478,396/478,396 (100.0%) +Types: NoneType:478,290, str:106 +Null/Empty: null:478,290, empty_str:5 +String length avg: 10.2 +Unique strings tracked: 62 +Top 5 string values: + 'He's Dead Jim!': 7 (6.9%) + 'Solved': 6 (5.9%) + 'Official Source': 5 (5.0%) + 'HISTORY': 4 (4.0%) + 'Manga Chapter': 3 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 478,396 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 478,295 (100.0%) + 'richtext': 101 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:40 (0.0%), false:478,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 478,396/478,396 (100.0%) +Types: NoneType:478,205, dict:191 +Null/Empty: null:478,205 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 478,396/478,396 (100.0%) +Types: dict:478,396 +Null/Empty: empty_obj:478,205 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:332,737 (69.6%), false:145,659 (30.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 478,396/478,396 (100.0%) +Types: int:478,396 +Numeric values: 478,396 total +Numeric range: min:0, max:5,535, avg:6.7 +Numeric std dev: 45.4 +Unique numbers tracked: 920 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 478,396/478,396 (100.0%) +Types: int:478,396 +Numeric values: 478,396 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 478,395 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:16,654 (3.5%), false:461,742 (96.5%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 478,396/478,396 (100.0%) +Types: str:439,714, NoneType:38,682 +Null/Empty: null:38,682 +String length avg: 7.7 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 399,546 (90.9%) + 'promo_specified': 18,571 (4.2%) + 'promo_adult_nsfw': 12,383 (2.8%) + 'promo_adult': 6,352 (1.4%) + 'no_ads': 1,733 (0.4%) + 'promo_all': 958 (0.2%) + 'house_only': 171 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +String length avg: 65.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/technology/comments/ca1y6/google_ditches_window...': 1 (0.0%) + '/r/reddit.com/comments/ca1y7/euro_scooter_get_the_...': 1 (0.0%) + '/r/funny/comments/ca1y8/what_is_worse_than_finding...': 1 (0.0%) + '/r/offbeat/comments/ca1y9/this_man_is_the_definiti...': 1 (0.0%) + '/r/politics/comments/ca1ya/pictures_from_the_proil...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 478,396/478,396 (100.0%) +Types: int:478,396 +Numeric values: 478,396 total +Numeric range: min:1,522,924,170, max:1,522,931,979, avg:1522928084.2 +Numeric std dev: 2254.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 478,396 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 478,396/478,396 (100.0%) +Types: int:478,396 +Numeric values: 478,396 total +Numeric range: min:0, max:4,373, avg:8.8 +Numeric std dev: 57.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 478,396/478,396 (100.0%) +Types: NoneType:478,205, dict:191 +Null/Empty: null:478,205 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 478,396/478,396 (100.0%) +Types: dict:478,396 +Null/Empty: empty_obj:478,205 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +Null/Empty: empty_str:326,961 +String length avg: 176.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,944 (1.3%) + '[removed]': 563 (0.4%) + 'So I got my Starcraft 2 beta key and as all excite...': 5 (0.0%) + 'So ladies and gentlemen. + +I opened up the [/r/redd...': 3 (0.0%) + 'I love it.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:478,395 (100.0%), false:1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:10 (0.0%), false:478,386 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:0 (0.0%), false:478,396 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 5,173 (1.1%) + 'pics': 841 (0.2%) + 'AskReddit': 725 (0.2%) + 'politics': 637 (0.1%) + 'worldnews': 503 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 5,173 (1.1%) + 't5_2qh0u': 841 (0.2%) + 't5_2qh1i': 725 (0.2%) + 't5_2cneq': 637 (0.1%) + 't5_2qh13': 503 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 5,173 (1.1%) + 'r/pics': 841 (0.2%) + 'r/AskReddit': 725 (0.2%) + 'r/politics': 637 (0.1%) + 'r/worldnews': 503 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +String length avg: 6.7 +Unique strings tracked: 3 +String values distribution: + 'public': 318,432 (66.6%) + 'archived': 156,171 (32.6%) + 'restricted': 3,793 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 478,396/478,396 (100.0%) +Types: NoneType:466,219, str:12,177 +Null/Empty: null:466,219 +String length avg: 9.5 +Unique strings tracked: 6 +String values distribution: + 'confidence': 11,239 (92.3%) + 'new': 457 (3.8%) + 'top': 401 (3.3%) + 'controversial': 40 (0.3%) + 'qa': 33 (0.3%) + 'old': 7 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 478,396/478,396 (100.0%) +Types: str:478,395, NoneType:1 +Null/Empty: null:1, empty_str:138,559 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 213,670 (62.9%) + 'self': 39,715 (11.7%) + 'https://b.thumbs.redditmedia.com/zYpga0TZjUq_roM1h...': 8 (0.0%) + 'https://b.thumbs.redditmedia.com/IRNxuFa8Oz6NRKlrp...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/VuKrVotcA6-lQpmRZ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +String length avg: 58.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Carmen Hayes': 7 (0.0%) + 'Ava Lauren + Sienna West': 7 (0.0%) + 'Aria Giovanni + Shay Laren': 5 (0.0%) + 'Google ditches Windows on security concerns': 3 (0.0%) + '"Anti-Israel does not equal anti-Semitic (PIC) "(q...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +String length avg: 70.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://rejectpariah.tumblr.com/post/418111678/carm...': 7 (0.0%) + 'http://rejectpariah.tumblr.com/post/295223322/ava-...': 7 (0.0%) + 'http://rejectpariah.tumblr.com/post/624021246/aria...': 5 (0.0%) + 'http://www.ft.com/cms/s/2/d2f3f04e-6ccf-11df-91c8-...': 3 (0.0%) + 'http://www.reddead.net/forums/thread-x-files-red-d...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 478,396/478,396 (100.0%) +Types: str:439,714, NoneType:38,682 +Null/Empty: null:38,682 +String length avg: 7.7 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 397,158 (90.3%) + 'promo_specified': 18,571 (4.2%) + 'promo_adult_nsfw': 14,813 (3.4%) + 'promo_adult': 6,312 (1.4%) + 'no_ads': 1,733 (0.4%) + 'promo_all': 956 (0.2%) + 'house_only': 171 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 350,354/478,396 (73.2%) +Types: list:350,354 +Null/Empty: empty_arr:341,470 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 350,354/478,396 (73.2%) +Types: str:350,354 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 341,470 (97.5%) + 'richtext': 8,884 (2.5%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 339,836/478,396 (71.0%) +Types: NoneType:338,332, int:1,504 +Null/Empty: null:338,332 +Numeric values: 1,504 total +Numeric range: min:1, max:140, avg:105.2 +Numeric std dev: 28.2 +Unique numbers tracked: 103 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 339,836/478,396 (71.0%) +Types: NoneType:338,332, int:1,504 +Null/Empty: null:338,332 +Numeric values: 1,504 total +Numeric range: min:1, max:140, avg:135.9 +Numeric std dev: 17.5 +Unique numbers tracked: 10 +Numeric values distribution: + 140: 1,421 (94.5%) + 70: 72 (4.8%) + 40: 2 (0.1%) + 1: 2 (0.1%) + 50: 2 (0.1%) + 3: 1 (0.1%) + 69: 1 (0.1%) + 48: 1 (0.1%) + 17: 1 (0.1%) + 41: 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,795/478,396 (1.0%) +Types: bool:4,795 +Booleans: true:0 (0.0%), false:4,795 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,795/478,396 (1.0%) +Types: bool:4,795 +Booleans: true:0 (0.0%), false:4,795 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,795/478,396 (1.0%) +Types: bool:4,795 +Booleans: true:0 (0.0%), false:4,795 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,795/478,396 (1.0%) +Types: bool:4,795 +Booleans: true:0 (0.0%), false:4,795 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 1,850/478,396 (0.4%) +Types: bool:1,850 +Booleans: true:1,850 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,402/478,396 (0.3%) +Types: str:1,402 +String length avg: 5.0 +Unique strings tracked: 4 +String values distribution: + 'link': 828 (59.1%) + 'image': 412 (29.4%) + 'rich:video': 154 (11.0%) + 'self': 8 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,402/478,396 (0.3%) +Types: dict:1,402 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 581/478,396 (0.1%) +Types: NoneType:581 +Null/Empty: null:581 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 581/478,396 (0.1%) +Types: NoneType:581 +Null/Empty: null:581 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 581/478,396 (0.1%) +Types: str:460, NoneType:121 +Null/Empty: null:121 +String length avg: 8.0 +Unique strings tracked: 314 +Top 5 string values: + 't2_1uzpp': 60 (13.0%) + 't2_1ed7b': 10 (2.2%) + 't2_3xm8y': 7 (1.5%) + 't2_455r1': 7 (1.5%) + 't2_3z068': 6 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 581/478,396 (0.1%) +Types: NoneType:581 +Null/Empty: null:581 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 581/478,396 (0.1%) +Types: NoneType:581 +Null/Empty: null:581 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 581/478,396 (0.1%) +Types: NoneType:581 +Null/Empty: null:581 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 581/478,396 (0.1%) +Types: list:581 +Null/Empty: empty_arr:581 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 581/478,396 (0.1%) +Types: list:581 +Null/Empty: empty_arr:581 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 581/478,396 (0.1%) +Types: str:581 +String length avg: 56.2 +Unique strings tracked: 523 +Top 5 string values: + 'http://apps.facebook.com/konektme/': 5 (0.9%) + 'http://gamefly.com/promo': 4 (0.7%) + 'http://www.amazon.com/gp/product/B0000AOX0F?ie=UTF...': 3 (0.5%) + 'http://www.amazon.com/gp/product/B003GAN4QI?ie=UTF...': 3 (0.5%) + 'http://www.stdmatch.net': 3 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 581/478,396 (0.1%) +Types: bool:581 +Booleans: true:0 (0.0%), false:581 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 581/478,396 (0.1%) +Types: str:581 +Null/Empty: empty_str:581 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 581/478,396 (0.1%) +Types: NoneType:581 +Null/Empty: null:581 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 581/478,396 (0.1%) +Types: dict:581 +Null/Empty: empty_obj:581 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 581/478,396 (0.1%) +Types: NoneType:581 +Null/Empty: null:581 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 581/478,396 (0.1%) +Types: bool:581 +Booleans: true:581 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 581/478,396 (0.1%) +Types: NoneType:581 +Null/Empty: null:581 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 581/478,396 (0.1%) +Types: NoneType:581 +Null/Empty: null:581 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 581/478,396 (0.1%) +Types: NoneType:581 +Null/Empty: null:581 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 581/478,396 (0.1%) +Types: list:581 +Null/Empty: empty_arr:581 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 581/478,396 (0.1%) +Types: NoneType:581 +Null/Empty: null:581 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 581/478,396 (0.1%) +Types: NoneType:581 +Null/Empty: null:581 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 10/478,396 (0.0%) +Types: str:10 +Null/Empty: empty_str:10 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 2/478,396 (0.0%) +Types: str:2 +String length avg: 36.0 +Unique strings tracked: 2 +String values distribution: + '85f81fd4-87ee-11e3-a1b2-12313d18400c': 1 (50.0%) + 'fd1a3246-c141-11e3-9c65-12313b0e88c2': 1 (50.0%) + +================================================================================ + +================================================================================ +FILE: RS_2010-07.jsonl +Analysis Time: 2026-01-15 06:24:15 +================================================================================ +Total lines: 504,098 +Processed lines: 504,098 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:503,450 (99.9%), false:648 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +String length avg: 9.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 502 (0.1%) + 'discdigger': 15 (0.0%) + 'mayonesa': 12 (0.0%) + 'PhxClassWarCouncil': 12 (0.0%) + 'jamespetersen': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 504,098/504,098 (100.0%) +Types: NoneType:368,319, str:135,779 +Null/Empty: null:368,319, empty_str:135,777 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + '#edeff1': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 504,098/504,098 (100.0%) +Types: NoneType:491,741, str:12,357 +Null/Empty: null:491,741, empty_str:1,697 +String length avg: 9.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 97 (0.9%) + 'us-flag': 87 (0.8%) + 'artist': 78 (0.7%) + 's1 7 team-7 country-usa': 64 (0.6%) + 'userGray': 64 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 504,098/504,098 (100.0%) +Types: NoneType:492,230, str:11,868 +Null/Empty: null:492,230, empty_str:1,652 +String length avg: 14.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'America': 59 (0.6%) + 'United States': 55 (0.5%) + 'Arsenal': 37 (0.4%) + 'colorist': 32 (0.3%) + 'Kansas City Scouts - NHLR': 32 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 504,098/504,098 (100.0%) +Types: NoneType:368,319, str:135,779 +Null/Empty: null:368,319 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 135,779 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:418,334 (83.0%), false:85,764 (17.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:368,713 (73.1%), false:135,385 (26.9%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:0 (0.0%), false:504,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 504,098/504,098 (100.0%) +Types: int:504,098 +Numeric values: 504,098 total +Numeric range: min:1,277,942,406, max:1,280,620,787, avg:1279311667.5 +Numeric std dev: 765944.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 504,098/504,098 (100.0%) +Types: NoneType:503,569, str:529 +Null/Empty: null:503,569 +String length avg: 8.9 +Unique strings tracked: 2 +String values distribution: + 'moderator': 515 (97.4%) + 'admin': 14 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +Null/Empty: empty_str:2 +String length avg: 15.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 152 (0.0%) + 'self.AskReddit': 121 (0.0%) + 'imgur.com': 92 (0.0%) + 'i.imgur.com': 78 (0.0%) + 'self.reddit.com': 54 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 504,098/504,098 (100.0%) +Types: bool:489,613, float:14,485 +Booleans: true:0 (0.0%), false:489,613 (100.0%) +Numeric values: 14,485 total +Numeric range: min:1,277,946,014.0, max:1,521,756,442.0, avg:1280982018.0 +Numeric std dev: 16559883.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 504,098/504,098 (100.0%) +Types: int:504,098 +Numeric values: 504,098 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 504,093 (100.0%) + 1: 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:0 (0.0%), false:504,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:159 (0.0%), false:503,939 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ckqjp': 1 (0.0%) + 'ckqjq': 1 (0.0%) + 'ckqjr': 1 (0.0%) + 'ckqjs': 1 (0.0%) + 'ckqjt': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:232,194 (46.1%), false:271,904 (53.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:0 (0.0%), false:504,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:109,249 (21.7%), false:394,849 (78.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:0 (0.0%), false:504,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 504,098/504,098 (100.0%) +Types: NoneType:503,993, str:105 +Null/Empty: null:503,993, empty_str:18 +String length avg: 7.6 +Unique strings tracked: 39 +Top 5 string values: + 'solvedcase': 8 (9.2%) + 'rock': 5 (5.7%) + 'nonwhitelistedchannel': 5 (5.7%) + 'travel': 5 (5.7%) + 'tbt': 5 (5.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 504,098/504,098 (100.0%) +Types: list:504,098 +Null/Empty: empty_arr:503,984 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 504,098/504,098 (100.0%) +Types: NoneType:503,980, str:118 +Null/Empty: null:503,980, empty_str:4 +String length avg: 9.1 +Unique strings tracked: 58 +Top 5 string values: + 'Solved': 8 (7.0%) + 'Rock': 5 (4.4%) + 'Non-whitelisted Youtube Channel': 5 (4.4%) + 'TRAVEL': 5 (4.4%) + '(To be tagged...)': 5 (4.4%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 504,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 503,984 (100.0%) + 'richtext': 114 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:47 (0.0%), false:504,051 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 504,098/504,098 (100.0%) +Types: NoneType:503,912, dict:186 +Null/Empty: null:503,912 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 504,098/504,098 (100.0%) +Types: dict:504,098 +Null/Empty: empty_obj:503,912 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:350,928 (69.6%), false:153,170 (30.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 504,098/504,098 (100.0%) +Types: int:504,098 +Numeric values: 504,098 total +Numeric range: min:0, max:7,470, avg:7.4 +Numeric std dev: 51.9 +Unique numbers tracked: 980 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 504,098/504,098 (100.0%) +Types: int:504,098 +Numeric values: 504,098 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 504,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:16,433 (3.3%), false:487,665 (96.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 504,098/504,098 (100.0%) +Types: str:461,633, NoneType:42,465 +Null/Empty: null:42,465 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 418,334 (90.6%) + 'promo_specified': 18,786 (4.1%) + 'promo_adult_nsfw': 12,000 (2.6%) + 'promo_adult': 9,166 (2.0%) + 'no_ads': 1,950 (0.4%) + 'promo_all': 1,208 (0.3%) + 'house_only': 189 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +String length avg: 65.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Android/comments/ckqjp/have_the_droid_incredibl...': 1 (0.0%) + '/r/UniversityofReddit/comments/ckqjq/class_introdu...': 1 (0.0%) + '/r/sports/comments/ckqjr/how_mariano_rivera_domina...': 1 (0.0%) + '/r/economy/comments/ckqjs/the_house_of_representat...': 1 (0.0%) + '/r/reddit.com/comments/ckqjt/carl_herold_google_fa...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 504,098/504,098 (100.0%) +Types: int:504,098 +Numeric values: 504,098 total +Numeric range: min:1,522,931,979, max:1,522,940,221, avg:1522936101.3 +Numeric std dev: 2384.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 504,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 504,098/504,098 (100.0%) +Types: int:504,098 +Numeric values: 504,098 total +Numeric range: min:0, max:3,456, avg:8.9 +Numeric std dev: 58.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 504,098/504,098 (100.0%) +Types: NoneType:503,912, dict:186 +Null/Empty: null:503,912 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 504,098/504,098 (100.0%) +Types: dict:504,098 +Null/Empty: empty_obj:503,912 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +Null/Empty: empty_str:336,795 +String length avg: 198.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,719 (1.0%) + '[removed]': 489 (0.3%) + 'Seriously.': 2 (0.0%) + 'Long story my ex got HIV(don't ask, not her fault)...': 2 (0.0%) + '***4th of July Anti-Imperialist Picnic*** + +Date: S...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:504,096 (100.0%), false:2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:12 (0.0%), false:504,086 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:1 (0.0%), false:504,097 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 4,896 (1.0%) + 'pics': 702 (0.1%) + 'AskReddit': 633 (0.1%) + 'politics': 437 (0.1%) + 'funny': 416 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 4,896 (1.0%) + 't5_2qh0u': 702 (0.1%) + 't5_2qh1i': 633 (0.1%) + 't5_2cneq': 437 (0.1%) + 't5_2qh33': 416 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 4,896 (1.0%) + 'r/pics': 702 (0.1%) + 'r/AskReddit': 633 (0.1%) + 'r/politics': 437 (0.1%) + 'r/funny': 416 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +String length avg: 6.7 +Unique strings tracked: 4 +String values distribution: + 'public': 344,823 (68.4%) + 'archived': 153,515 (30.5%) + 'restricted': 3,888 (0.8%) + 'gold_only': 1,872 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 504,098/504,098 (100.0%) +Types: NoneType:490,634, str:13,464 +Null/Empty: null:490,634 +String length avg: 9.5 +Unique strings tracked: 6 +String values distribution: + 'confidence': 12,396 (92.1%) + 'top': 591 (4.4%) + 'new': 431 (3.2%) + 'qa': 21 (0.2%) + 'controversial': 13 (0.1%) + 'old': 12 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +Null/Empty: empty_str:135,503 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 237,935 (64.6%) + 'self': 49,896 (13.5%) + 'https://a.thumbs.redditmedia.com/ef0sqVXOhZ8pAZZWl...': 3 (0.0%) + 'https://b.thumbs.redditmedia.com/fZiNt9iVSzEpFKC7w...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/noQdS0lWqx5WvOxLZ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +String length avg: 58.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'My Kids Saw These Creepy Bunnies and Screamed Like...': 5 (0.0%) + 'Listen!': 3 (0.0%) + 'Leaders of the Tea party should remember what happ...': 3 (0.0%) + 'Republicans are so opposed to Wall Street regulati...': 3 (0.0%) + 'Filmmaker Rob Spence was blinded in his right eye,...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +String length avg: 70.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.watchonepiecepoint.com/2010/06/40-creep...': 8 (0.0%) + 'http://vimeo.com/12409899': 5 (0.0%) + 'http://www.reuters.com/article/idUSTRE65T6OR201006...': 3 (0.0%) + 'http://en.wikipedia.org/wiki/Night_of_the_Long_Kni...': 3 (0.0%) + 'http://tpmdc.talkingpointsmemo.com/2010/06/did-rep...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 504,098/504,098 (100.0%) +Types: str:461,633, NoneType:42,465 +Null/Empty: null:42,465 +String length avg: 7.7 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 415,602 (90.0%) + 'promo_specified': 18,786 (4.1%) + 'promo_adult_nsfw': 14,805 (3.2%) + 'promo_adult': 9,097 (2.0%) + 'no_ads': 1,950 (0.4%) + 'promo_all': 1,204 (0.3%) + 'house_only': 189 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 368,713/504,098 (73.1%) +Types: list:368,713 +Null/Empty: empty_arr:358,497 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 368,713/504,098 (73.1%) +Types: str:368,713 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 358,497 (97.2%) + 'richtext': 10,216 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 368,595/504,098 (73.1%) +Types: NoneType:367,113, int:1,482 +Null/Empty: null:367,113 +Numeric values: 1,482 total +Numeric range: min:1, max:140, avg:105.0 +Numeric std dev: 28.8 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 368,595/504,098 (73.1%) +Types: NoneType:367,113, int:1,482 +Null/Empty: null:367,113 +Numeric values: 1,482 total +Numeric range: min:1, max:140, avg:135.8 +Numeric std dev: 17.6 +Unique numbers tracked: 10 +Numeric values distribution: + 140: 1,400 (94.5%) + 70: 69 (4.7%) + 50: 5 (0.3%) + 4: 2 (0.1%) + 16: 1 (0.1%) + 40: 1 (0.1%) + 45: 1 (0.1%) + 48: 1 (0.1%) + 52: 1 (0.1%) + 1: 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,667/504,098 (0.9%) +Types: bool:4,667 +Booleans: true:0 (0.0%), false:4,667 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,667/504,098 (0.9%) +Types: bool:4,667 +Booleans: true:1 (0.0%), false:4,666 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,667/504,098 (0.9%) +Types: bool:4,667 +Booleans: true:0 (0.0%), false:4,667 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,667/504,098 (0.9%) +Types: bool:4,667 +Booleans: true:0 (0.0%), false:4,667 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,385/504,098 (0.3%) +Types: str:1,385 +String length avg: 5.0 +Unique strings tracked: 4 +String values distribution: + 'link': 769 (55.5%) + 'image': 442 (31.9%) + 'rich:video': 165 (11.9%) + 'self': 9 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,385/504,098 (0.3%) +Types: dict:1,385 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 1,249/504,098 (0.2%) +Types: bool:1,249 +Booleans: true:1,249 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 648/504,098 (0.1%) +Types: NoneType:648 +Null/Empty: null:648 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 648/504,098 (0.1%) +Types: NoneType:648 +Null/Empty: null:648 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 648/504,098 (0.1%) +Types: str:503, NoneType:145 +Null/Empty: null:145 +String length avg: 8.0 +Unique strings tracked: 383 +Top 5 string values: + 't2_1uzpp': 34 (6.8%) + 't2_44w2w': 6 (1.2%) + 't2_467it': 6 (1.2%) + 't2_44afd': 5 (1.0%) + 't2_1vz5': 5 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 648/504,098 (0.1%) +Types: NoneType:648 +Null/Empty: null:648 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 648/504,098 (0.1%) +Types: NoneType:648 +Null/Empty: null:648 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 648/504,098 (0.1%) +Types: NoneType:648 +Null/Empty: null:648 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 648/504,098 (0.1%) +Types: list:648 +Null/Empty: empty_arr:648 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 648/504,098 (0.1%) +Types: list:648 +Null/Empty: empty_arr:648 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 648/504,098 (0.1%) +Types: str:648 +String length avg: 51.1 +Unique strings tracked: 591 +Top 5 string values: + 'http://www.amazon.com/gp/product/B0029XFNBC?ie=UTF...': 7 (1.1%) + 'http://www.google.com': 3 (0.5%) + 'http://www.brevica.com/?utm_source=reddit&utm_...': 3 (0.5%) + 'http://google.com': 3 (0.5%) + 'http://www.test.com': 3 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 648/504,098 (0.1%) +Types: bool:648 +Booleans: true:0 (0.0%), false:648 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 648/504,098 (0.1%) +Types: str:648 +Null/Empty: empty_str:648 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 648/504,098 (0.1%) +Types: NoneType:648 +Null/Empty: null:648 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 648/504,098 (0.1%) +Types: dict:648 +Null/Empty: empty_obj:648 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 648/504,098 (0.1%) +Types: NoneType:648 +Null/Empty: null:648 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 648/504,098 (0.1%) +Types: bool:648 +Booleans: true:648 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 648/504,098 (0.1%) +Types: NoneType:648 +Null/Empty: null:648 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 648/504,098 (0.1%) +Types: NoneType:648 +Null/Empty: null:648 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 648/504,098 (0.1%) +Types: NoneType:648 +Null/Empty: null:648 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 648/504,098 (0.1%) +Types: list:648 +Null/Empty: empty_arr:648 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 648/504,098 (0.1%) +Types: NoneType:648 +Null/Empty: null:648 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 648/504,098 (0.1%) +Types: NoneType:648 +Null/Empty: null:648 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 18/504,098 (0.0%) +Types: str:18 +Null/Empty: empty_str:18 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 8/504,098 (0.0%) +Types: str:8 +String length avg: 36.0 +Unique strings tracked: 4 +String values distribution: + '92f7c828-ec13-11e7-a213-0e55a4ea24ae': 2 (25.0%) + '820e08ba-ec13-11e7-9b1b-0ede872df4be': 2 (25.0%) + 'b8779ea2-ec13-11e7-a4e4-0e25c549a0b4': 2 (25.0%) + '8fc8c9fe-ec13-11e7-a109-0ed8d186392c': 2 (25.0%) + +================================================================================ + +================================================================================ +FILE: RS_2010-08.jsonl +Analysis Time: 2026-01-15 06:24:54 +================================================================================ +Total lines: 537,480 +Processed lines: 537,480 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:536,826 (99.9%), false:654 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +String length avg: 9.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 556 (0.1%) + '12936200381873': 10 (0.0%) + 'legalbear': 6 (0.0%) + 'baconn': 6 (0.0%) + 'jack_alexander': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 537,480/537,480 (100.0%) +Types: NoneType:391,823, str:145,657 +Null/Empty: null:391,823, empty_str:145,656 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + '#edeff1': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 537,480/537,480 (100.0%) +Types: NoneType:523,958, str:13,522 +Null/Empty: null:523,958, empty_str:1,902 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 107 (0.9%) + 'artist': 89 (0.8%) + 'userGray': 87 (0.7%) + 'Z': 73 (0.6%) + 'no-knight': 69 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 537,480/537,480 (100.0%) +Types: NoneType:524,378, str:13,102 +Null/Empty: null:524,378, empty_str:1,920 +String length avg: 14.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Zerg': 48 (0.4%) + 'America': 34 (0.3%) + 'Terran': 29 (0.3%) + 'USA': 24 (0.2%) + 'Protoss': 22 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 537,480/537,480 (100.0%) +Types: NoneType:391,823, str:145,657 +Null/Empty: null:391,823 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 145,657 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:447,209 (83.2%), false:90,271 (16.8%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:392,302 (73.0%), false:145,178 (27.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:1 (0.0%), false:537,479 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 537,480/537,480 (100.0%) +Types: int:537,480 +Numeric values: 537,480 total +Numeric range: min:1,280,620,811, max:1,283,299,199, avg:1281987670.1 +Numeric std dev: 777830.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 537,480/537,480 (100.0%) +Types: NoneType:536,985, str:495 +Null/Empty: null:536,985 +String length avg: 8.7 +Unique strings tracked: 2 +String values distribution: + 'moderator': 455 (91.9%) + 'admin': 40 (8.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +Null/Empty: empty_str:8 +String length avg: 14.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 202 (0.0%) + 'imgur.com': 146 (0.0%) + 'self.AskReddit': 136 (0.0%) + 'self.reddit.com': 65 (0.0%) + 'i.imgur.com': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 537,480/537,480 (100.0%) +Types: bool:522,675, float:14,805 +Booleans: true:0 (0.0%), false:522,675 (100.0%) +Numeric values: 14,805 total +Numeric range: min:1,280,624,437.0, max:1,521,756,441.0, avg:1283778385.0 +Numeric std dev: 16826796.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 537,480/537,480 (100.0%) +Types: int:537,480 +Numeric values: 537,480 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 537,475 (100.0%) + 1: 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:0 (0.0%), false:537,480 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:154 (0.0%), false:537,326 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'cvyqb': 1 (0.0%) + 'cvyqc': 1 (0.0%) + 'cvyqd': 1 (0.0%) + 'cvyqe': 1 (0.0%) + 'cvyqf': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:239,154 (44.5%), false:298,326 (55.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:0 (0.0%), false:537,480 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:113,961 (21.2%), false:423,519 (78.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:0 (0.0%), false:537,480 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 537,480/537,480 (100.0%) +Types: NoneType:537,262, str:218 +Null/Empty: null:537,262, empty_str:97 +String length avg: 7.3 +Unique strings tracked: 58 +Top 5 string values: + 'solvedcase': 8 (6.6%) + 'missingflair': 6 (5.0%) + 'official': 6 (5.0%) + 'news': 6 (5.0%) + 'tbt': 5 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 537,480/537,480 (100.0%) +Types: list:537,480 +Null/Empty: empty_arr:537,264 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 537,480/537,480 (100.0%) +Types: NoneType:537,251, str:229 +Null/Empty: null:537,251, empty_str:13 +String length avg: 8.6 +Unique strings tracked: 86 +Top 5 string values: + 'Tutorial': 33 (15.3%) + 'Folk': 15 (6.9%) + 'Pop': 11 (5.1%) + 'Solved': 9 (4.2%) + 'Official Source': 6 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 537,480 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 537,264 (100.0%) + 'richtext': 216 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:41 (0.0%), false:537,439 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 537,480/537,480 (100.0%) +Types: NoneType:537,038, dict:442 +Null/Empty: null:537,038 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 537,480/537,480 (100.0%) +Types: dict:537,480 +Null/Empty: empty_obj:537,038 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:375,886 (69.9%), false:161,594 (30.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 537,480/537,480 (100.0%) +Types: int:537,480 +Numeric values: 537,480 total +Numeric range: min:0, max:358,867, avg:7.9 +Numeric std dev: 491.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 537,480/537,480 (100.0%) +Types: int:537,480 +Numeric values: 537,480 total +Numeric range: min:0, max:4, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 3 +Numeric values distribution: + 0: 537,478 (100.0%) + 4: 1 (0.0%) + 2: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:16,980 (3.2%), false:520,500 (96.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 537,480/537,480 (100.0%) +Types: str:495,408, NoneType:42,072 +Null/Empty: null:42,072 +String length avg: 7.7 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 447,209 (90.3%) + 'promo_specified': 20,229 (4.1%) + 'promo_adult_nsfw': 13,043 (2.6%) + 'promo_adult': 11,454 (2.3%) + 'no_ads': 2,133 (0.4%) + 'promo_all': 1,173 (0.2%) + 'house_only': 167 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +String length avg: 65.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Music/comments/cvyqb/pixies_mr_grieves/': 1 (0.0%) + '/r/reddit.com/comments/cvyqc/the_world_today_rick_...': 1 (0.0%) + '/r/todayilearned/comments/cvyqd/til_an_even_faster...': 1 (0.0%) + '/r/reddit.com/comments/cvyqe/strip_that_fat_review...': 1 (0.0%) + '/r/reddit.com/comments/cvyqf/female_predator_hunte...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 537,480/537,480 (100.0%) +Types: int:537,480 +Numeric values: 537,480 total +Numeric range: min:1,522,940,221, max:1,522,948,990, avg:1522944595.5 +Numeric std dev: 2533.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 537,480 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 537,480/537,480 (100.0%) +Types: int:537,480 +Numeric values: 537,480 total +Numeric range: min:0, max:6,376, avg:9.4 +Numeric std dev: 63.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 537,480/537,480 (100.0%) +Types: NoneType:537,038, dict:442 +Null/Empty: null:537,038 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 537,480/537,480 (100.0%) +Types: dict:537,480 +Null/Empty: empty_obj:537,038 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +Null/Empty: empty_str:356,732 +String length avg: 194.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,706 (0.9%) + '[removed]': 381 (0.2%) + 'That is all.': 2 (0.0%) + 'You're just going to have to take my word that I'm...': 2 (0.0%) + 'from this post: http://www.reddit.com/r/AskReddit/...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:537,478 (100.0%), false:2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:7 (0.0%), false:537,473 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:1 (0.0%), false:537,479 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 4,458 (0.8%) + 'pics': 875 (0.2%) + 'AskReddit': 807 (0.2%) + 'politics': 416 (0.1%) + 'funny': 402 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 4,458 (0.8%) + 't5_2qh0u': 875 (0.2%) + 't5_2qh1i': 807 (0.2%) + 't5_2cneq': 416 (0.1%) + 't5_2qh33': 402 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 4,458 (0.8%) + 'r/pics': 875 (0.2%) + 'r/AskReddit': 807 (0.2%) + 'r/politics': 416 (0.1%) + 'r/funny': 402 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +String length avg: 6.6 +Unique strings tracked: 4 +String values distribution: + 'public': 370,736 (69.0%) + 'archived': 162,308 (30.2%) + 'restricted': 3,951 (0.7%) + 'gold_only': 485 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 537,480/537,480 (100.0%) +Types: NoneType:522,382, str:15,098 +Null/Empty: null:522,382 +String length avg: 9.4 +Unique strings tracked: 6 +String values distribution: + 'confidence': 13,875 (91.9%) + 'top': 655 (4.3%) + 'new': 532 (3.5%) + 'qa': 22 (0.1%) + 'old': 13 (0.1%) + 'controversial': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +Null/Empty: empty_str:136,837 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 161,240 (40.2%) + 'self': 31,331 (7.8%) + 'https://b.thumbs.redditmedia.com/uKy5aACNxgIQDsm8m...': 3 (0.0%) + 'https://a.thumbs.redditmedia.com/2Jb9kLSbgi1y1b0aU...': 3 (0.0%) + 'https://b.thumbs.redditmedia.com/-ccz9aPtDqL1vhMG6...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +String length avg: 58.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Wikileaks has posted a massive 1.4 GB heavily encr...': 27 (0.0%) + 'Coast Guard approved BP's overuse of dispersant de...': 4 (0.0%) + 'Wikileaks volunteer detained': 3 (0.0%) + 'Should music be free?': 3 (0.0%) + '000 Free Movies Online': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +String length avg: 69.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.antemedius.com/content/wikileaks-posts-...': 28 (0.0%) + 'http://www.msnbc.msn.com/id/38505210/': 4 (0.0%) + 'http://www.youtube.com/watch?v=EwAiLICevc4': 4 (0.0%) + 'http://www.examiner.com/x-55527-DC-City-Buzz-Exami...': 3 (0.0%) + 'http://melsrosegarden.spreadshirt.com': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 537,480/537,480 (100.0%) +Types: str:495,408, NoneType:42,072 +Null/Empty: null:42,072 +String length avg: 7.7 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 444,411 (89.7%) + 'promo_specified': 20,229 (4.1%) + 'promo_adult_nsfw': 15,926 (3.2%) + 'promo_adult': 11,372 (2.3%) + 'no_ads': 2,133 (0.4%) + 'promo_all': 1,170 (0.2%) + 'house_only': 167 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 400,643/537,480 (74.5%) +Types: NoneType:397,745, int:2,898 +Null/Empty: null:397,745 +Numeric values: 2,898 total +Numeric range: min:1, max:140, avg:103.0 +Numeric std dev: 29.1 +Unique numbers tracked: 122 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 400,643/537,480 (74.5%) +Types: NoneType:397,745, int:2,898 +Null/Empty: null:397,745 +Numeric values: 2,898 total +Numeric range: min:1, max:140, avg:135.3 +Numeric std dev: 18.2 +Unique numbers tracked: 13 +Top 5 numeric values: + 140: 2,712 (93.6%) + 70: 158 (5.5%) + 50: 10 (0.3%) + 40: 5 (0.2%) + 64: 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 392,302/537,480 (73.0%) +Types: list:392,302 +Null/Empty: empty_arr:381,120 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 392,302/537,480 (73.0%) +Types: str:392,302 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 381,120 (97.1%) + 'richtext': 11,182 (2.9%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,819/537,480 (0.9%) +Types: bool:4,819 +Booleans: true:0 (0.0%), false:4,819 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,819/537,480 (0.9%) +Types: bool:4,819 +Booleans: true:1 (0.0%), false:4,818 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,819/537,480 (0.9%) +Types: bool:4,819 +Booleans: true:0 (0.0%), false:4,819 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,819/537,480 (0.9%) +Types: bool:4,819 +Booleans: true:0 (0.0%), false:4,819 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2,743/537,480 (0.5%) +Types: str:2,743 +String length avg: 5.1 +Unique strings tracked: 4 +String values distribution: + 'link': 1,555 (56.7%) + 'image': 812 (29.6%) + 'rich:video': 365 (13.3%) + 'self': 11 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2,743/537,480 (0.5%) +Types: dict:2,743 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 1,172/537,480 (0.2%) +Types: bool:1,172 +Booleans: true:1,172 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 654/537,480 (0.1%) +Types: NoneType:654 +Null/Empty: null:654 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 654/537,480 (0.1%) +Types: NoneType:654 +Null/Empty: null:654 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 654/537,480 (0.1%) +Types: str:493, NoneType:161 +Null/Empty: null:161 +String length avg: 7.9 +Unique strings tracked: 347 +Top 5 string values: + 't2_1uzpp': 32 (6.5%) + 't2_467it': 21 (4.3%) + 't2_1ed7b': 17 (3.4%) + 't2_42zya': 9 (1.8%) + 't2_4a7ic': 9 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 654/537,480 (0.1%) +Types: NoneType:654 +Null/Empty: null:654 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 654/537,480 (0.1%) +Types: NoneType:654 +Null/Empty: null:654 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 654/537,480 (0.1%) +Types: NoneType:654 +Null/Empty: null:654 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 654/537,480 (0.1%) +Types: list:654 +Null/Empty: empty_arr:654 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 654/537,480 (0.1%) +Types: list:654 +Null/Empty: empty_arr:654 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 654/537,480 (0.1%) +Types: str:654 +String length avg: 47.4 +Unique strings tracked: 580 +Top 5 string values: + 'http://wwvsindia.com': 9 (1.4%) + 'http://www.szpaixin.com': 9 (1.4%) + 'http://feetheaven.blogspot.com': 4 (0.6%) + 'http://www.gamefly.com/promo': 4 (0.6%) + 'http://www.joycig.com': 4 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 654/537,480 (0.1%) +Types: bool:654 +Booleans: true:0 (0.0%), false:654 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 654/537,480 (0.1%) +Types: str:654 +Null/Empty: empty_str:654 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 654/537,480 (0.1%) +Types: NoneType:654 +Null/Empty: null:654 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 654/537,480 (0.1%) +Types: dict:654 +Null/Empty: empty_obj:654 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 654/537,480 (0.1%) +Types: NoneType:654 +Null/Empty: null:654 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 654/537,480 (0.1%) +Types: bool:654 +Booleans: true:654 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 654/537,480 (0.1%) +Types: NoneType:654 +Null/Empty: null:654 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 654/537,480 (0.1%) +Types: NoneType:654 +Null/Empty: null:654 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 654/537,480 (0.1%) +Types: NoneType:654 +Null/Empty: null:654 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 654/537,480 (0.1%) +Types: list:654 +Null/Empty: empty_arr:654 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 654/537,480 (0.1%) +Types: NoneType:654 +Null/Empty: null:654 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 654/537,480 (0.1%) +Types: NoneType:654 +Null/Empty: null:654 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 70/537,480 (0.0%) +Types: str:70 +Null/Empty: empty_str:70 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 48/537,480 (0.0%) +Types: str:48 +String length avg: 36.0 +Unique strings tracked: 11 +Top 5 string values: + '8fc8c9fe-ec13-11e7-a109-0ed8d186392c': 15 (31.2%) + '92f7c828-ec13-11e7-a213-0e55a4ea24ae': 11 (22.9%) + 'efd5e3e0-ec13-11e7-a322-0e7f57890812': 5 (10.4%) + 'b8779ea2-ec13-11e7-a4e4-0e25c549a0b4': 4 (8.3%) + '3a6e8d08-ec14-11e7-970f-0e4abc07fb78': 3 (6.2%) + +================================================================================ + +================================================================================ +FILE: RS_2010-09.jsonl +Analysis Time: 2026-01-15 06:25:34 +================================================================================ +Total lines: 600,209 +Processed lines: 600,209 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:599,427 (99.9%), false:782 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +String length avg: 9.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 567 (0.1%) + 'maxwellhill': 14 (0.0%) + 'EthicalReasoning': 11 (0.0%) + 'wainstead': 8 (0.0%) + 'aesamattki': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 600,209/600,209 (100.0%) +Types: NoneType:430,612, str:169,597 +Null/Empty: null:430,612, empty_str:169,596 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + '#edeff1': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 600,209/600,209 (100.0%) +Types: NoneType:583,661, str:16,548 +Null/Empty: null:583,661, empty_str:2,263 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mflb': 94 (0.7%) + 'userGray': 80 (0.6%) + 'default': 78 (0.5%) + 'Z': 69 (0.5%) + 'P': 67 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 600,209/600,209 (100.0%) +Types: NoneType:584,124, str:16,085 +Null/Empty: null:584,124, empty_str:3,319 +String length avg: 14.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Protoss': 45 (0.4%) + 'Zerg': 44 (0.3%) + 'Kansas City Scouts - NHLR': 24 (0.2%) + 'Austria': 21 (0.2%) + 'Random': 16 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 600,209/600,209 (100.0%) +Types: NoneType:430,612, str:169,597 +Null/Empty: null:430,612 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 169,597 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:497,309 (82.9%), false:102,900 (17.1%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:431,147 (71.8%), false:169,062 (28.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:0 (0.0%), false:600,209 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 600,209/600,209 (100.0%) +Types: int:600,209 +Numeric values: 600,209 total +Numeric range: min:1,283,299,200, max:1,285,891,185, avg:1284623020.5 +Numeric std dev: 752943.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 600,209/600,209 (100.0%) +Types: NoneType:599,551, str:658 +Null/Empty: null:599,551 +String length avg: 8.9 +Unique strings tracked: 2 +String values distribution: + 'moderator': 638 (97.0%) + 'admin': 20 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +Null/Empty: empty_str:6 +String length avg: 14.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self.AskReddit': 127 (0.0%) + 'imgur.com': 126 (0.0%) + 'youtube.com': 120 (0.0%) + 'i.imgur.com': 103 (0.0%) + 'self.reddit.com': 60 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 600,209/600,209 (100.0%) +Types: bool:582,052, float:18,157 +Booleans: true:0 (0.0%), false:582,052 (100.0%) +Numeric values: 18,157 total +Numeric range: min:1,283,302,938.0, max:1,521,559,091.0, avg:1286509809.6 +Numeric std dev: 17275161.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 600,209/600,209 (100.0%) +Types: int:600,209 +Numeric values: 600,209 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 600,207 (100.0%) + 1: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:0 (0.0%), false:600,209 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:165 (0.0%), false:600,044 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'd7y66': 1 (0.0%) + 'd7y67': 1 (0.0%) + 'd7y68': 1 (0.0%) + 'd7y69': 1 (0.0%) + 'd7y6a': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:275,322 (45.9%), false:324,887 (54.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:0 (0.0%), false:600,209 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:134,322 (22.4%), false:465,887 (77.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:0 (0.0%), false:600,209 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 600,209/600,209 (100.0%) +Types: NoneType:600,059, str:150 +Null/Empty: null:600,059, empty_str:26 +String length avg: 6.5 +Unique strings tracked: 68 +Top 5 string values: + 'removed': 9 (7.3%) + 'solvedcase': 8 (6.5%) + 'f01': 5 (4.0%) + 'tbt': 5 (4.0%) + 'ten': 5 (4.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 600,209/600,209 (100.0%) +Types: list:600,209 +Null/Empty: empty_arr:600,050 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 600,209/600,209 (100.0%) +Types: NoneType:600,040, str:169 +Null/Empty: null:600,040, empty_str:10 +String length avg: 9.2 +Unique strings tracked: 89 +Top 5 string values: + 'Video': 10 (6.3%) + 'Solved': 7 (4.4%) + 'Discussion': 7 (4.4%) + 'ATN': 6 (3.8%) + '[askreddit]': 5 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 600,209 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 600,050 (100.0%) + 'richtext': 159 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:54 (0.0%), false:600,155 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 600,209/600,209 (100.0%) +Types: NoneType:599,663, dict:546 +Null/Empty: null:599,663 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 600,209/600,209 (100.0%) +Types: dict:600,209 +Null/Empty: empty_obj:599,663 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:405,588 (67.6%), false:194,621 (32.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 600,209/600,209 (100.0%) +Types: int:600,209 +Numeric values: 600,209 total +Numeric range: min:0, max:8,785, avg:7.2 +Numeric std dev: 48.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 600,209/600,209 (100.0%) +Types: int:600,209 +Numeric values: 600,209 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 600,207 (100.0%) + 1: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:18,546 (3.1%), false:581,663 (96.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 600,209/600,209 (100.0%) +Types: str:551,859, NoneType:48,350 +Null/Empty: null:48,350 +String length avg: 7.7 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 497,309 (90.1%) + 'promo_specified': 21,935 (4.0%) + 'promo_adult': 14,995 (2.7%) + 'promo_adult_nsfw': 13,735 (2.5%) + 'no_ads': 2,351 (0.4%) + 'promo_all': 1,327 (0.2%) + 'house_only': 207 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +String length avg: 65.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/food/comments/d7y66/what_a_happy_meal_looks_lik...': 1 (0.0%) + '/r/reddit.com/comments/d7y67/mr_babyman_save_our_r...': 1 (0.0%) + '/comments/d7y68/see_amazons_prices_in_euro_with_ir...': 1 (0.0%) + '/r/news/comments/d7y69/documentary_about_the_pirat...': 1 (0.0%) + '/r/programming/comments/d7y6a/php_reverse_array/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 600,209/600,209 (100.0%) +Types: int:600,209 +Numeric values: 600,209 total +Numeric range: min:1,522,948,990, max:1,522,958,683, avg:1522953861.0 +Numeric std dev: 2799.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 600,209 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 600,209/600,209 (100.0%) +Types: int:600,209 +Numeric values: 600,209 total +Numeric range: min:0, max:5,578, avg:12.1 +Numeric std dev: 82.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 600,209/600,209 (100.0%) +Types: NoneType:599,663, dict:546 +Null/Empty: null:599,663 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 600,209/600,209 (100.0%) +Types: dict:600,209 +Null/Empty: empty_obj:599,663 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +Null/Empty: empty_str:387,649 +String length avg: 203.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,715 (0.8%) + '[removed]': 499 (0.2%) + 'I'm seventeen years old and am really damned brigh...': 2 (0.0%) + 'I figured out about a year after I finally quit Li...': 2 (0.0%) + 'Aside from family, friends, pets, and any other li...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:600,209 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:11 (0.0%), false:600,198 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:0 (0.0%), false:600,209 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 4,490 (0.7%) + 'pics': 816 (0.1%) + 'AskReddit': 610 (0.1%) + 'politics': 447 (0.1%) + 'WTF': 359 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 4,490 (0.7%) + 't5_2qh0u': 816 (0.1%) + 't5_2qh1i': 610 (0.1%) + 't5_2cneq': 447 (0.1%) + 't5_2qh61': 359 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 4,490 (0.7%) + 'r/pics': 816 (0.1%) + 'r/AskReddit': 610 (0.1%) + 'r/politics': 447 (0.1%) + 'r/WTF': 359 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +String length avg: 6.6 +Unique strings tracked: 4 +String values distribution: + 'public': 423,724 (70.6%) + 'archived': 171,166 (28.5%) + 'restricted': 5,031 (0.8%) + 'gold_only': 288 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 600,209/600,209 (100.0%) +Types: NoneType:585,324, str:14,885 +Null/Empty: null:585,324 +String length avg: 9.3 +Unique strings tracked: 6 +String values distribution: + 'confidence': 13,316 (89.5%) + 'top': 926 (6.2%) + 'new': 605 (4.1%) + 'qa': 20 (0.1%) + 'old': 16 (0.1%) + 'controversial': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +Null/Empty: empty_str:153,720 +String length avg: 7.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 82,453 (18.5%) + 'self': 16,695 (3.7%) + 'https://b.thumbs.redditmedia.com/uoHt2kO7qx5o06lw1...': 3 (0.0%) + 'https://b.thumbs.redditmedia.com/NfjF23TmaY3K0NP_B...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/XwOS0kLiyvvCTnV14...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +String length avg: 58.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Justin Bieber Brazilian Interview Panico na TV Sab...': 3 (0.0%) + 'Frankenstein arrested (no really)': 2 (0.0%) + 'WePad outsells iPad in Germany': 2 (0.0%) + 'Reddit, What is your favorite movie?': 2 (0.0%) + 'Debt Settlement Processing': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +String length avg: 69.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://sostube.blogspot.com/2010/08/justin-bieber-...': 3 (0.0%) + 'http://www.creativeuncut.com/gallery-01/ct-frog2.h...': 3 (0.0%) + 'http://homes-4all.com/Living-Rooms/10-Most-Creativ...': 3 (0.0%) + 'http://thesportworld.com/Water-Sports/Funny-Underw...': 3 (0.0%) + 'http://newsfeed.time.com/2010/08/31/drink-up-nyc-m...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 600,209/600,209 (100.0%) +Types: str:551,859, NoneType:48,350 +Null/Empty: null:48,350 +String length avg: 7.7 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 494,167 (89.5%) + 'promo_specified': 21,935 (4.0%) + 'promo_adult_nsfw': 16,984 (3.1%) + 'promo_adult': 14,891 (2.7%) + 'no_ads': 2,351 (0.4%) + 'promo_all': 1,324 (0.2%) + 'house_only': 207 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 446,489/600,209 (74.4%) +Types: NoneType:442,506, int:3,983 +Null/Empty: null:442,506 +Numeric values: 3,983 total +Numeric range: min:1, max:140, avg:103.8 +Numeric std dev: 28.6 +Unique numbers tracked: 122 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 446,489/600,209 (74.4%) +Types: NoneType:442,506, int:3,983 +Null/Empty: null:442,506 +Numeric values: 3,983 total +Numeric range: min:1, max:140, avg:135.8 +Numeric std dev: 17.4 +Unique numbers tracked: 12 +Top 5 numeric values: + 140: 3,756 (94.3%) + 70: 198 (5.0%) + 50: 12 (0.3%) + 1: 5 (0.1%) + 64: 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 431,147/600,209 (71.8%) +Types: list:431,147 +Null/Empty: empty_arr:418,381 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 431,147/600,209 (71.8%) +Types: str:431,147 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 418,381 (97.0%) + 'richtext': 12,766 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,198/600,209 (0.9%) +Types: bool:5,198 +Booleans: true:2 (0.0%), false:5,196 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,198/600,209 (0.9%) +Types: bool:5,198 +Booleans: true:0 (0.0%), false:5,198 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,198/600,209 (0.9%) +Types: bool:5,198 +Booleans: true:0 (0.0%), false:5,198 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,198/600,209 (0.9%) +Types: bool:5,198 +Booleans: true:0 (0.0%), false:5,198 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3,805/600,209 (0.6%) +Types: str:3,805 +String length avg: 5.1 +Unique strings tracked: 4 +String values distribution: + 'link': 2,096 (55.1%) + 'image': 1,230 (32.3%) + 'rich:video': 471 (12.4%) + 'self': 8 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3,805/600,209 (0.6%) +Types: dict:3,805 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 1,313/600,209 (0.2%) +Types: bool:1,313 +Booleans: true:1,313 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 782/600,209 (0.1%) +Types: NoneType:782 +Null/Empty: null:782 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 782/600,209 (0.1%) +Types: NoneType:782 +Null/Empty: null:782 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 782/600,209 (0.1%) +Types: str:621, NoneType:161 +Null/Empty: null:161 +String length avg: 8.0 +Unique strings tracked: 440 +Top 5 string values: + 't2_1ed7b': 34 (5.5%) + 't2_1uzpp': 21 (3.4%) + 't2_46qeu': 10 (1.6%) + 't2_4axqg': 10 (1.6%) + 't2_43dw5': 10 (1.6%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 782/600,209 (0.1%) +Types: NoneType:775, str:7 +Null/Empty: null:775 +String length avg: 16.9 +Unique strings tracked: 3 +String values distribution: + 'youtube.com': 4 (57.1%) + 'http://www.civilization5.com/': 2 (28.6%) + 'reviews.cnet.com': 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 782/600,209 (0.1%) +Types: NoneType:782 +Null/Empty: null:782 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 782/600,209 (0.1%) +Types: NoneType:782 +Null/Empty: null:782 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 782/600,209 (0.1%) +Types: list:782 +Null/Empty: empty_arr:782 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 782/600,209 (0.1%) +Types: list:782 +Null/Empty: empty_arr:782 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 782/600,209 (0.1%) +Types: str:782 +String length avg: 46.7 +Unique strings tracked: 701 +Top 5 string values: + 'http://google.com/': 6 (0.8%) + 'http://diysolarpowerkits.net': 4 (0.5%) + 'http://www.reddit.com/promoted/new_promo': 3 (0.4%) + 'http://www.Babelfeed.com': 3 (0.4%) + 'http://test.com': 3 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 782/600,209 (0.1%) +Types: bool:782 +Booleans: true:0 (0.0%), false:782 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 782/600,209 (0.1%) +Types: str:782 +Null/Empty: empty_str:782 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 782/600,209 (0.1%) +Types: NoneType:782 +Null/Empty: null:782 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 782/600,209 (0.1%) +Types: dict:782 +Null/Empty: empty_obj:782 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 782/600,209 (0.1%) +Types: NoneType:782 +Null/Empty: null:782 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 782/600,209 (0.1%) +Types: bool:782 +Booleans: true:782 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 782/600,209 (0.1%) +Types: NoneType:782 +Null/Empty: null:782 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 782/600,209 (0.1%) +Types: NoneType:782 +Null/Empty: null:782 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 782/600,209 (0.1%) +Types: NoneType:782 +Null/Empty: null:782 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 782/600,209 (0.1%) +Types: list:782 +Null/Empty: empty_arr:782 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 782/600,209 (0.1%) +Types: NoneType:782 +Null/Empty: null:782 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 782/600,209 (0.1%) +Types: NoneType:782 +Null/Empty: null:782 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 39/600,209 (0.0%) +Types: str:39 +Null/Empty: empty_str:39 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 12/600,209 (0.0%) +Types: str:12 +String length avg: 36.0 +Unique strings tracked: 7 +String values distribution: + '92f7c828-ec13-11e7-a213-0e55a4ea24ae': 5 (41.7%) + '8fc8c9fe-ec13-11e7-a109-0ed8d186392c': 2 (16.7%) + '983d9952-ec13-11e7-b558-0e3992e3a2be': 1 (8.3%) + 'efd5e3e0-ec13-11e7-a322-0e7f57890812': 1 (8.3%) + '3a6e8d08-ec14-11e7-970f-0e4abc07fb78': 1 (8.3%) + '9ea3bbb4-ec13-11e7-8976-0e082e1a0288': 1 (8.3%) + '390a84ee-3096-11e5-8982-0ee61c357d3b': 1 (8.3%) + +================================================================================ + +================================================================================ +FILE: RS_2010-10.jsonl +Analysis Time: 2026-01-15 06:26:16 +================================================================================ +Total lines: 630,298 +Processed lines: 630,298 +Total unique fields: 88 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:629,634 (99.9%), false:664 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +String length avg: 9.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 532 (0.1%) + 'rejectpariah': 11 (0.0%) + 'SecondSafestCity': 10 (0.0%) + 'klmd': 9 (0.0%) + 'DougDante': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 630,298/630,298 (100.0%) +Types: NoneType:452,102, str:178,196 +Null/Empty: null:452,102, empty_str:178,195 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + '#edeff1': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 630,298/630,298 (100.0%) +Types: NoneType:611,487, str:18,811 +Null/Empty: null:611,487, empty_str:2,430 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mflb': 79 (0.5%) + 'MaceAxe': 77 (0.5%) + 'default': 57 (0.3%) + 'userGray': 57 (0.3%) + 'pencil': 47 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 630,298/630,298 (100.0%) +Types: NoneType:612,333, str:17,965 +Null/Empty: null:612,333, empty_str:4,191 +String length avg: 14.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Nexus 6': 78 (0.6%) + 'Zerg': 30 (0.2%) + 'Kansas City Scouts - NHLR': 24 (0.2%) + 'America': 23 (0.2%) + 'Protoss': 18 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 630,298/630,298 (100.0%) +Types: NoneType:452,102, str:178,196 +Null/Empty: null:452,102 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 178,196 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:519,664 (82.4%), false:110,634 (17.6%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:452,660 (71.8%), false:177,638 (28.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:0 (0.0%), false:630,298 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 630,298/630,298 (100.0%) +Types: int:630,298 +Numeric values: 630,298 total +Numeric range: min:1,285,891,202, max:1,288,569,599, avg:1287261379.3 +Numeric std dev: 766237.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 630,298/630,298 (100.0%) +Types: NoneType:629,635, str:663 +Null/Empty: null:629,635 +String length avg: 8.8 +Unique strings tracked: 2 +String values distribution: + 'moderator': 636 (95.9%) + 'admin': 27 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +Null/Empty: empty_str:37 +String length avg: 14.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 167 (0.0%) + 'imgur.com': 142 (0.0%) + 'self.AskReddit': 110 (0.0%) + 'i.imgur.com': 92 (0.0%) + 'self.reddit.com': 61 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 630,298/630,298 (100.0%) +Types: bool:609,717, float:20,581 +Booleans: true:0 (0.0%), false:609,717 (100.0%) +Numeric values: 20,581 total +Numeric range: min:1,285,894,920.0, max:1,522,171,013.0, avg:1289116790.3 +Numeric std dev: 17443197.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 630,298/630,298 (100.0%) +Types: int:630,298 +Numeric values: 630,298 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 630,297 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:0 (0.0%), false:630,298 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:148 (0.0%), false:630,150 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'dl97u': 1 (0.0%) + 'dl97v': 1 (0.0%) + 'dl97w': 1 (0.0%) + 'dl97x': 1 (0.0%) + 'dl97y': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:296,692 (47.1%), false:333,606 (52.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:0 (0.0%), false:630,298 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:149,416 (23.7%), false:480,882 (76.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:0 (0.0%), false:630,298 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 630,298/630,298 (100.0%) +Types: NoneType:630,114, str:184 +Null/Empty: null:630,114, empty_str:15 +String length avg: 6.7 +Unique strings tracked: 82 +Top 5 string values: + 'list': 10 (5.9%) + 'solvedcase': 10 (5.9%) + 'video': 9 (5.3%) + 'ten': 7 (4.1%) + 'missingflair': 7 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 630,298/630,298 (100.0%) +Types: list:630,298 +Null/Empty: empty_arr:630,109 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 630,298/630,298 (100.0%) +Types: NoneType:630,097, str:201 +Null/Empty: null:630,097, empty_str:12 +String length avg: 9.2 +Unique strings tracked: 103 +Top 5 string values: + 'List': 10 (5.3%) + 'Solved': 10 (5.3%) + 'video': 8 (4.2%) + 'LetsPlay': 6 (3.2%) + 'Video': 6 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 630,297 (100.0%) + 'light': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 630,109 (100.0%) + 'richtext': 189 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:38 (0.0%), false:630,260 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 630,298/630,298 (100.0%) +Types: NoneType:629,576, dict:722 +Null/Empty: null:629,576 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 630,298/630,298 (100.0%) +Types: dict:630,298 +Null/Empty: empty_obj:629,576 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:423,812 (67.2%), false:206,486 (32.8%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 630,298/630,298 (100.0%) +Types: int:630,298 +Numeric values: 630,298 total +Numeric range: min:0, max:6,635, avg:7.3 +Numeric std dev: 48.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 630,298/630,298 (100.0%) +Types: int:630,298 +Numeric values: 630,298 total +Numeric range: min:0, max:22, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 4 +Numeric values distribution: + 0: 630,291 (100.0%) + 1: 5 (0.0%) + 2: 1 (0.0%) + 22: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:18,171 (2.9%), false:612,127 (97.1%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 630,298/630,298 (100.0%) +Types: str:577,826, NoneType:52,472 +Null/Empty: null:52,472 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 519,664 (89.9%) + 'promo_specified': 23,369 (4.0%) + 'promo_adult': 17,055 (3.0%) + 'promo_adult_nsfw': 13,318 (2.3%) + 'no_ads': 2,880 (0.5%) + 'promo_all': 1,281 (0.2%) + 'house_only': 259 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +String length avg: 65.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/gaming/comments/dl97u/just_when_i_thought_i_was...': 1 (0.0%) + '/r/atheism/comments/dl97v/someone_just_sent_this_t...': 1 (0.0%) + '/r/AskReddit/comments/dl97w/i_just_opened_a_fortun...': 1 (0.0%) + '/r/technology/comments/dl97x/google_shortener_is_a...': 1 (0.0%) + '/r/reddit.com/comments/dl97y/conservative_utopia/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 630,298/630,298 (100.0%) +Types: int:630,298 +Numeric values: 630,298 total +Numeric range: min:1,522,958,683, max:1,522,969,066, avg:1522963843.0 +Numeric std dev: 3008.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 630,298 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 630,298/630,298 (100.0%) +Types: int:630,298 +Numeric values: 630,298 total +Numeric range: min:0, max:3,702, avg:11.6 +Numeric std dev: 75.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 630,298/630,298 (100.0%) +Types: NoneType:629,576, dict:722 +Null/Empty: null:629,576 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 630,298/630,298 (100.0%) +Types: dict:630,298 +Null/Empty: empty_obj:629,576 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +Null/Empty: empty_str:401,868 +String length avg: 212.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,401 (0.6%) + '[removed]': 383 (0.2%) + 'Today I stumbled upon [Links](http://www.jikos.cz/...': 2 (0.0%) + ' ': 2 (0.0%) + 'This is a cross-post to the development reddits, + +...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:630,296 (100.0%), false:2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:4 (0.0%), false:630,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:0 (0.0%), false:630,298 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 3,764 (0.6%) + 'pics': 625 (0.1%) + 'AskReddit': 430 (0.1%) + 'politics': 376 (0.1%) + 'WTF': 312 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 3,764 (0.6%) + 't5_2qh0u': 625 (0.1%) + 't5_2qh1i': 430 (0.1%) + 't5_2cneq': 376 (0.1%) + 't5_2qh61': 312 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 3,764 (0.6%) + 'r/pics': 625 (0.1%) + 'r/AskReddit': 430 (0.1%) + 'r/politics': 376 (0.1%) + 'r/WTF': 312 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +String length avg: 6.6 +Unique strings tracked: 4 +String values distribution: + 'public': 452,032 (71.7%) + 'archived': 172,895 (27.4%) + 'restricted': 5,164 (0.8%) + 'gold_only': 207 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 630,298/630,298 (100.0%) +Types: NoneType:613,013, str:17,285 +Null/Empty: null:613,013 +String length avg: 9.3 +Unique strings tracked: 6 +String values distribution: + 'confidence': 15,657 (90.6%) + 'top': 936 (5.4%) + 'new': 640 (3.7%) + 'qa': 25 (0.1%) + 'old': 23 (0.1%) + 'controversial': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +Null/Empty: empty_str:165,565 +String length avg: 7.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 91,431 (19.7%) + 'self': 20,035 (4.3%) + 'https://b.thumbs.redditmedia.com/3ciE0p-W6PgB4zB9N...': 3 (0.0%) + 'https://b.thumbs.redditmedia.com/JHNWS0LYZrNTbwlhg...': 3 (0.0%) + 'https://b.thumbs.redditmedia.com/pXS84ihk9EHXO6YBT...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +String length avg: 58.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Home :: Virtual Vice by Jason Kays': 4 (0.0%) + 'Collateral Damage from Afghanistan Bombing (NSFW/N...': 3 (0.0%) + 'I really thought CNN would be above this sort of t...': 3 (0.0%) + 'A Kentucky state audit found 12 instances where re...': 3 (0.0%) + 'Nightmare fuel': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +String length avg: 70.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.boilingfrogspost.com/2010/09/30/%E2%80%...': 3 (0.0%) + 'http://www.associatedcontent.com/article/5845624/m...': 3 (0.0%) + 'http://www.youtube.com/watch?v=yO1iHpf1R3o': 3 (0.0%) + 'http://imgur.com/tYgq5.png': 3 (0.0%) + 'http://www.omaha.com/article/20100930/NEWS01/71001...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 630,298/630,298 (100.0%) +Types: str:577,826, NoneType:52,472 +Null/Empty: null:52,472 +String length avg: 7.7 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 516,343 (89.4%) + 'promo_specified': 23,369 (4.0%) + 'promo_adult': 16,909 (2.9%) + 'promo_adult_nsfw': 16,792 (2.9%) + 'no_ads': 2,880 (0.5%) + 'promo_all': 1,274 (0.2%) + 'house_only': 259 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 464,733/630,298 (73.7%) +Types: NoneType:460,048, int:4,685 +Null/Empty: null:460,048 +Numeric values: 4,685 total +Numeric range: min:1, max:140, avg:104.6 +Numeric std dev: 27.9 +Unique numbers tracked: 129 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 464,733/630,298 (73.7%) +Types: NoneType:460,048, int:4,685 +Null/Empty: null:460,048 +Numeric values: 4,685 total +Numeric range: min:1, max:140, avg:136.2 +Numeric std dev: 16.4 +Unique numbers tracked: 12 +Top 5 numeric values: + 140: 4,444 (94.9%) + 70: 207 (4.4%) + 50: 14 (0.3%) + 40: 7 (0.1%) + 64: 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 452,660/630,298 (71.8%) +Types: list:452,660 +Null/Empty: empty_arr:438,886 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 452,660/630,298 (71.8%) +Types: str:452,660 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 438,886 (97.0%) + 'richtext': 13,774 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 146,462/630,298 (23.2%) +Types: bool:146,462 +Booleans: true:0 (0.0%), false:146,462 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,357/630,298 (0.8%) +Types: bool:5,357 +Booleans: true:2 (0.0%), false:5,355 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,357/630,298 (0.8%) +Types: bool:5,357 +Booleans: true:0 (0.0%), false:5,357 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,357/630,298 (0.8%) +Types: bool:5,357 +Booleans: true:0 (0.0%), false:5,357 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,357/630,298 (0.8%) +Types: bool:5,357 +Booleans: true:0 (0.0%), false:5,357 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 4,457/630,298 (0.7%) +Types: str:4,457 +String length avg: 5.1 +Unique strings tracked: 4 +String values distribution: + 'link': 2,432 (54.6%) + 'image': 1,399 (31.4%) + 'rich:video': 617 (13.8%) + 'self': 9 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 4,457/630,298 (0.7%) +Types: dict:4,457 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 1,366/630,298 (0.2%) +Types: bool:1,366 +Booleans: true:1,366 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 664/630,298 (0.1%) +Types: NoneType:664 +Null/Empty: null:664 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 664/630,298 (0.1%) +Types: NoneType:664 +Null/Empty: null:664 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 664/630,298 (0.1%) +Types: str:542, NoneType:122 +Null/Empty: null:122 +String length avg: 8.0 +Unique strings tracked: 384 +Top 5 string values: + 't2_1ed7b': 44 (8.1%) + 't2_1uzpp': 22 (4.1%) + 't2_43dw5': 7 (1.3%) + 't2_4fjly': 7 (1.3%) + 't2_4fy7r': 7 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 664/630,298 (0.1%) +Types: NoneType:646, str:18 +Null/Empty: null:646 +String length avg: 14.2 +Unique strings tracked: 11 +Top 5 string values: + 'fordvehicles.com': 4 (22.2%) + 'youtube.com': 3 (16.7%) + 'thefordstory.com': 3 (16.7%) + 'usatoday.com': 1 (5.6%) + 'esquire.com': 1 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 664/630,298 (0.1%) +Types: NoneType:664 +Null/Empty: null:664 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 664/630,298 (0.1%) +Types: NoneType:664 +Null/Empty: null:664 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 664/630,298 (0.1%) +Types: list:664 +Null/Empty: empty_arr:664 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 664/630,298 (0.1%) +Types: list:664 +Null/Empty: empty_arr:664 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 664/630,298 (0.1%) +Types: str:664 +String length avg: 50.6 +Unique strings tracked: 600 +Top 5 string values: + 'http://www.tonibell99.co.uk': 7 (1.1%) + 'http://www.onthewall.com.au/shop.html?page=shop.pr...': 4 (0.6%) + 'http://www.microsoftpdc.com/Sessions': 4 (0.6%) + 'http://gamefly.com/promo': 3 (0.5%) + 'http://www.angryoldpeople.com': 3 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 664/630,298 (0.1%) +Types: bool:664 +Booleans: true:0 (0.0%), false:664 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 664/630,298 (0.1%) +Types: str:664 +Null/Empty: empty_str:664 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 664/630,298 (0.1%) +Types: NoneType:664 +Null/Empty: null:664 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 664/630,298 (0.1%) +Types: dict:664 +Null/Empty: empty_obj:664 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 664/630,298 (0.1%) +Types: NoneType:664 +Null/Empty: null:664 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 664/630,298 (0.1%) +Types: bool:664 +Booleans: true:664 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 664/630,298 (0.1%) +Types: NoneType:664 +Null/Empty: null:664 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 664/630,298 (0.1%) +Types: NoneType:664 +Null/Empty: null:664 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 664/630,298 (0.1%) +Types: NoneType:664 +Null/Empty: null:664 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 664/630,298 (0.1%) +Types: list:664 +Null/Empty: empty_arr:664 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 664/630,298 (0.1%) +Types: NoneType:664 +Null/Empty: null:664 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 664/630,298 (0.1%) +Types: NoneType:664 +Null/Empty: null:664 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 36/630,298 (0.0%) +Types: str:36 +Null/Empty: empty_str:35 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + '#e9987b': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 2/630,298 (0.0%) +Types: str:2 +String length avg: 36.0 +Unique strings tracked: 2 +String values distribution: + '390a84ee-3096-11e5-8982-0ee61c357d3b': 1 (50.0%) + '1893432e-2eec-11e4-ad9f-12313d14828c': 1 (50.0%) + +================================================================================ + +================================================================================ +FILE: RS_2010-11.jsonl +Analysis Time: 2026-01-15 06:27:02 +================================================================================ +Total lines: 674,615 +Processed lines: 674,615 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:673,975 (99.9%), false:640 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +String length avg: 9.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 660 (0.1%) + 'toyotabedzrock': 18 (0.0%) + 'Orangutan': 13 (0.0%) + 'c-ray': 12 (0.0%) + 'backpackwayne': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 674,615/674,615 (100.0%) +Types: NoneType:475,117, str:199,498 +Null/Empty: null:475,117, empty_str:199,498 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 674,615/674,615 (100.0%) +Types: NoneType:654,312, str:20,303 +Null/Empty: null:654,312, empty_str:2,621 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mflb': 92 (0.5%) + 'userGray': 58 (0.3%) + 'default': 52 (0.3%) + 'Z': 42 (0.2%) + 'NHLR-KansasCityScouts-sheet1-col17-row21': 39 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 674,615/674,615 (100.0%) +Types: NoneType:655,205, str:19,410 +Null/Empty: null:655,205, empty_str:3,918 +String length avg: 14.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Zerg': 35 (0.2%) + 'Kansas City Scouts - NHLR': 28 (0.2%) + 'Canada': 21 (0.1%) + 'Protoss': 17 (0.1%) + '/r/Sheffield': 16 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 674,615/674,615 (100.0%) +Types: NoneType:475,117, str:199,498 +Null/Empty: null:475,117 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 199,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:551,676 (81.8%), false:122,939 (18.2%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:475,813 (70.5%), false:198,802 (29.5%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:0 (0.0%), false:674,615 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 674,615/674,615 (100.0%) +Types: int:674,615 +Numeric values: 674,615 total +Numeric range: min:1,288,569,604, max:1,291,161,594, avg:1289858290.4 +Numeric std dev: 751415.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 674,615/674,615 (100.0%) +Types: NoneType:673,819, str:796 +Null/Empty: null:673,819 +String length avg: 8.9 +Unique strings tracked: 2 +String values distribution: + 'moderator': 770 (96.7%) + 'admin': 26 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +Null/Empty: empty_str:15 +String length avg: 14.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 348 (0.1%) + 'youtube.com': 195 (0.0%) + 'self.AskReddit': 151 (0.0%) + 'i.imgur.com': 149 (0.0%) + 'self.reddit.com': 83 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 674,615/674,615 (100.0%) +Types: bool:650,512, float:24,103 +Booleans: true:0 (0.0%), false:650,512 (100.0%) +Numeric values: 24,103 total +Numeric range: min:1,288,573,341.0, max:1,522,171,053.0, avg:1292043039.5 +Numeric std dev: 18517337.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 674,615/674,615 (100.0%) +Types: int:674,615 +Numeric values: 674,615 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 674,613 (100.0%) + 1: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:0 (0.0%), false:674,615 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:144 (0.0%), false:674,471 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'dz95v': 1 (0.0%) + 'dz95w': 1 (0.0%) + 'dz95x': 1 (0.0%) + 'dz95y': 1 (0.0%) + 'dz960': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:323,818 (48.0%), false:350,797 (52.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:0 (0.0%), false:674,615 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:0 (0.0%), false:674,615 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:173,768 (25.8%), false:500,847 (74.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:0 (0.0%), false:674,615 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 674,615/674,615 (100.0%) +Types: NoneType:674,423, str:192 +Null/Empty: null:674,423, empty_str:20 +String length avg: 7.3 +Unique strings tracked: 72 +Top 5 string values: + 'solvedcase': 20 (11.6%) + 'missingflair': 12 (7.0%) + 'book': 10 (5.8%) + 'tbt': 7 (4.1%) + 'lp': 7 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 674,615/674,615 (100.0%) +Types: list:674,615 +Null/Empty: empty_arr:674,430 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 674,615/674,615 (100.0%) +Types: NoneType:674,407, str:208 +Null/Empty: null:674,407, empty_str:23 +String length avg: 10.0 +Unique strings tracked: 88 +Top 5 string values: + 'Solved': 22 (11.9%) + 'Video': 12 (6.5%) + '(To be tagged...)': 7 (3.8%) + 'LetsPlay': 7 (3.8%) + 'Non-whitelisted Youtube Channel': 6 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 674,615 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 674,430 (100.0%) + 'richtext': 185 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:27 (0.0%), false:674,588 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 674,615/674,615 (100.0%) +Types: NoneType:673,720, dict:895 +Null/Empty: null:673,720 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 674,615/674,615 (100.0%) +Types: dict:674,615 +Null/Empty: empty_obj:673,720 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:450,353 (66.8%), false:224,262 (33.2%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 674,615/674,615 (100.0%) +Types: int:674,615 +Numeric values: 674,615 total +Numeric range: min:0, max:13,948, avg:7.7 +Numeric std dev: 50.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 674,615/674,615 (100.0%) +Types: int:674,615 +Numeric values: 674,615 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 674,610 (100.0%) + 1: 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:20,256 (3.0%), false:654,359 (97.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 674,615/674,615 (100.0%) +Types: str:613,378, NoneType:61,237 +Null/Empty: null:61,237 +String length avg: 7.7 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 551,676 (89.9%) + 'promo_specified': 25,159 (4.1%) + 'promo_adult': 17,883 (2.9%) + 'promo_adult_nsfw': 14,005 (2.3%) + 'no_ads': 2,872 (0.5%) + 'promo_all': 1,528 (0.2%) + 'house_only': 255 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +String length avg: 65.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/AskReddit/comments/dz95v/anyone_want_to_meet_me...': 1 (0.0%) + '/r/chicago/comments/dz95w/a_23yearold_woman_was_ki...': 1 (0.0%) + '/r/reddit.com/comments/dz95x/ok_reddit_im_going_to...': 1 (0.0%) + '/r/gaming/comments/dz95y/the_pumpkin_cake_is_a_lie...': 1 (0.0%) + '/r/reddit.com/comments/dz960/hyyyyy/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 674,615/674,615 (100.0%) +Types: int:674,615 +Numeric values: 674,615 total +Numeric range: min:1,522,969,066, max:1,522,980,227, avg:1522974652.5 +Numeric std dev: 3225.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 674,615 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 674,615/674,615 (100.0%) +Types: int:674,615 +Numeric values: 674,615 total +Numeric range: min:0, max:3,627, avg:11.8 +Numeric std dev: 73.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 674,615/674,615 (100.0%) +Types: NoneType:673,720, dict:895 +Null/Empty: null:673,720 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 674,615/674,615 (100.0%) +Types: dict:674,615 +Null/Empty: empty_obj:673,720 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +Null/Empty: empty_str:411,895 +String length avg: 219.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,502 (0.6%) + '[removed]': 407 (0.2%) + '1. It was a pagan custom to celebrate the harvest ...': 1 (0.0%) + 'My gf claims that other boys have told her they do...': 1 (0.0%) + 'Someone tells an amazing story of an experience th...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:674,614 (100.0%), false:1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:9 (0.0%), false:674,606 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:0 (0.0%), false:674,615 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 3,642 (0.5%) + 'pics': 940 (0.1%) + 'AskReddit': 544 (0.1%) + 'politics': 460 (0.1%) + 'funny': 284 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 3,642 (0.5%) + 't5_2qh0u': 940 (0.1%) + 't5_2qh1i': 544 (0.1%) + 't5_2cneq': 460 (0.1%) + 't5_2qh33': 284 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 3,642 (0.5%) + 'r/pics': 940 (0.1%) + 'r/AskReddit': 544 (0.1%) + 'r/politics': 460 (0.1%) + 'r/funny': 284 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +String length avg: 6.6 +Unique strings tracked: 4 +String values distribution: + 'public': 492,519 (73.0%) + 'archived': 174,166 (25.8%) + 'restricted': 7,705 (1.1%) + 'gold_only': 225 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 674,615/674,615 (100.0%) +Types: NoneType:652,880, str:21,735 +Null/Empty: null:652,880 +String length avg: 8.8 +Unique strings tracked: 6 +String values distribution: + 'confidence': 18,156 (83.5%) + 'top': 2,816 (13.0%) + 'new': 701 (3.2%) + 'qa': 44 (0.2%) + 'old': 15 (0.1%) + 'controversial': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 674,615/674,615 (100.0%) +Types: str:674,614, NoneType:1 +Null/Empty: null:1, empty_str:176,697 +String length avg: 7.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 68,593 (13.8%) + 'self': 17,866 (3.6%) + 'https://b.thumbs.redditmedia.com/7r-yiZa04Ur-VldK4...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/M7Y9bvt7S3igg-Xdm...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/WISk0lBpFJW8IUKTp...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +String length avg: 58.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Hookers and Coke and Magical Thinking': 4 (0.0%) + 'OMG WTF, visit the first link, does this DUI man h...': 3 (0.0%) + 'He's getting a little fat': 2 (0.0%) + 'So me and my friends stopped at a diner on the way...': 2 (0.0%) + 'Weird figure? Or bad Photoshop?': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +String length avg: 69.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.ourcityplymouth.co.uk/page9.html': 4 (0.0%) + 'http://bit.ly/a5Arln': 4 (0.0%) + 'http://www.guardian.co.uk/society/2010/nov/01/alco...': 4 (0.0%) + 'http://digbysblog.blogspot.com/2010/10/hookers-and...': 4 (0.0%) + 'http://thinkprogress.org/2010/10/31/broder-war-ira...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 674,615/674,615 (100.0%) +Types: str:613,378, NoneType:61,237 +Null/Empty: null:61,237 +String length avg: 7.7 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 548,392 (89.4%) + 'promo_specified': 25,159 (4.1%) + 'promo_adult': 17,694 (2.9%) + 'promo_adult_nsfw': 17,491 (2.9%) + 'no_ads': 2,872 (0.5%) + 'promo_all': 1,515 (0.2%) + 'house_only': 255 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 497,917/674,615 (73.8%) +Types: NoneType:492,479, int:5,438 +Null/Empty: null:492,479 +Numeric values: 5,438 total +Numeric range: min:1, max:140, avg:105.0 +Numeric std dev: 28.4 +Unique numbers tracked: 126 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 497,917/674,615 (73.8%) +Types: NoneType:492,479, int:5,438 +Null/Empty: null:492,479 +Numeric values: 5,438 total +Numeric range: min:1, max:140, avg:136.0 +Numeric std dev: 17.0 +Unique numbers tracked: 12 +Top 5 numeric values: + 140: 5,144 (94.6%) + 70: 252 (4.6%) + 50: 22 (0.4%) + 1: 7 (0.1%) + 40: 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 475,813/674,615 (70.5%) +Types: list:475,813 +Null/Empty: empty_arr:460,321 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 475,813/674,615 (70.5%) +Types: str:475,813 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 460,321 (96.7%) + 'richtext': 15,492 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 5,175/674,615 (0.8%) +Types: str:5,175 +String length avg: 5.2 +Unique strings tracked: 4 +String values distribution: + 'link': 2,851 (55.1%) + 'image': 1,545 (29.9%) + 'rich:video': 769 (14.9%) + 'self': 10 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 5,175/674,615 (0.8%) +Types: dict:5,175 + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,784/674,615 (0.7%) +Types: bool:4,784 +Booleans: true:0 (0.0%), false:4,784 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,784/674,615 (0.7%) +Types: bool:4,784 +Booleans: true:1 (0.0%), false:4,783 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,784/674,615 (0.7%) +Types: bool:4,784 +Booleans: true:0 (0.0%), false:4,784 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,784/674,615 (0.7%) +Types: bool:4,784 +Booleans: true:0 (0.0%), false:4,784 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 2,711/674,615 (0.4%) +Types: bool:2,711 +Booleans: true:2,711 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 640/674,615 (0.1%) +Types: NoneType:640 +Null/Empty: null:640 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 640/674,615 (0.1%) +Types: NoneType:640 +Null/Empty: null:640 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 640/674,615 (0.1%) +Types: str:501, NoneType:139 +Null/Empty: null:139 +String length avg: 7.9 +Unique strings tracked: 346 +Top 5 string values: + 't2_1ed7b': 26 (5.2%) + 't2_1uzpp': 22 (4.4%) + 't2_477fz': 17 (3.4%) + 't2_46qeu': 8 (1.6%) + 't2_44w2w': 6 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 640/674,615 (0.1%) +Types: NoneType:637, str:3 +Null/Empty: null:637 +String length avg: 10.7 +Unique strings tracked: 2 +String values distribution: + 'ibm.com': 2 (66.7%) + 'parentsconnect.com': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 640/674,615 (0.1%) +Types: NoneType:640 +Null/Empty: null:640 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 640/674,615 (0.1%) +Types: NoneType:640 +Null/Empty: null:640 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 640/674,615 (0.1%) +Types: list:640 +Null/Empty: empty_arr:640 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 640/674,615 (0.1%) +Types: list:640 +Null/Empty: empty_arr:640 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 640/674,615 (0.1%) +Types: str:640 +String length avg: 49.5 +Unique strings tracked: 554 +Top 5 string values: + 'http://CadenceWatch.com/reddit-holiday': 4 (0.6%) + 'http://www.playtimepleasure.com/reddit': 4 (0.6%) + 'http://www.google.com': 4 (0.6%) + 'http://sonsoflibertyacademy.com/': 4 (0.6%) + 'http://www.nerdkits.com/': 4 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 640/674,615 (0.1%) +Types: bool:640 +Booleans: true:0 (0.0%), false:640 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 640/674,615 (0.1%) +Types: str:640 +Null/Empty: empty_str:640 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 640/674,615 (0.1%) +Types: NoneType:640 +Null/Empty: null:640 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 640/674,615 (0.1%) +Types: dict:640 +Null/Empty: empty_obj:640 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 640/674,615 (0.1%) +Types: NoneType:640 +Null/Empty: null:640 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 640/674,615 (0.1%) +Types: bool:640 +Booleans: true:640 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 640/674,615 (0.1%) +Types: NoneType:640 +Null/Empty: null:640 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 640/674,615 (0.1%) +Types: NoneType:640 +Null/Empty: null:640 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 640/674,615 (0.1%) +Types: NoneType:640 +Null/Empty: null:640 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 640/674,615 (0.1%) +Types: list:640 +Null/Empty: empty_arr:640 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 640/674,615 (0.1%) +Types: NoneType:640 +Null/Empty: null:640 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 640/674,615 (0.1%) +Types: NoneType:640 +Null/Empty: null:640 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 41/674,615 (0.0%) +Types: str:41 +Null/Empty: empty_str:41 + +================================================================================ + +================================================================================ +FILE: RS_2010-12.jsonl +Analysis Time: 2026-01-15 06:27:51 +================================================================================ +Total lines: 729,840 +Processed lines: 729,840 +Total unique fields: 88 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:729,124 (99.9%), false:716 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +String length avg: 9.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 598 (0.1%) + 'BonerBoy': 9 (0.0%) + 'jack_alexander': 8 (0.0%) + 'mnbvi': 6 (0.0%) + 'death-metal': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 729,840/729,840 (100.0%) +Types: NoneType:509,235, str:220,605 +Null/Empty: null:509,235, empty_str:220,603 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + '#edeff1': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 729,840/729,840 (100.0%) +Types: NoneType:706,617, str:23,223 +Null/Empty: null:706,617, empty_str:2,967 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mflb': 73 (0.4%) + 'default': 53 (0.3%) + 'lastfm': 53 (0.3%) + 'userGray': 39 (0.2%) + 'no-knight': 36 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 729,840/729,840 (100.0%) +Types: NoneType:707,715, str:22,125 +Null/Empty: null:707,715, empty_str:4,770 +String length avg: 14.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Zerg': 22 (0.1%) + 'Protoss': 16 (0.1%) + 'Austria': 15 (0.1%) + 'America': 15 (0.1%) + 'Louisiana Tech Bulldogs / /r/CFB Founder': 14 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 729,840/729,840 (100.0%) +Types: NoneType:509,235, str:220,605 +Null/Empty: null:509,235 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 220,605 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:593,672 (81.3%), false:136,168 (18.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:509,635 (69.8%), false:220,205 (30.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:0 (0.0%), false:729,840 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 729,840/729,840 (100.0%) +Types: int:729,840 +Numeric values: 729,840 total +Numeric range: min:1,291,161,601, max:1,293,839,988, avg:1292458990.0 +Numeric std dev: 766923.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 729,840/729,840 (100.0%) +Types: NoneType:728,953, str:887 +Null/Empty: null:728,953 +String length avg: 8.9 +Unique strings tracked: 2 +String values distribution: + 'moderator': 874 (98.5%) + 'admin': 13 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +Null/Empty: empty_str:39 +String length avg: 14.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 216 (0.0%) + 'youtube.com': 170 (0.0%) + 'i.imgur.com': 131 (0.0%) + 'self.AskReddit': 128 (0.0%) + 'self.reddit.com': 58 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 729,840/729,840 (100.0%) +Types: bool:702,893, float:26,947 +Booleans: true:0 (0.0%), false:702,893 (100.0%) +Numeric values: 26,947 total +Numeric range: min:1,291,165,230.0, max:1,522,171,053.0, avg:1294370680.0 +Numeric std dev: 17269121.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 729,840/729,840 (100.0%) +Types: int:729,840 +Numeric values: 729,840 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 729,836 (100.0%) + 1: 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:0 (0.0%), false:729,840 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:135 (0.0%), false:729,705 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ee6n3': 1 (0.0%) + 'ee6n4': 1 (0.0%) + 'ee6n5': 1 (0.0%) + 'ee6n6': 1 (0.0%) + 'ee6n7': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:362,696 (49.7%), false:367,144 (50.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:0 (0.0%), false:729,840 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:0 (0.0%), false:729,840 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:191,895 (26.3%), false:537,945 (73.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:0 (0.0%), false:729,840 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 729,840/729,840 (100.0%) +Types: NoneType:729,625, str:215 +Null/Empty: null:729,625, empty_str:27 +String length avg: 7.1 +Unique strings tracked: 86 +Top 5 string values: + 'solvedcase': 18 (9.6%) + 'removed': 14 (7.4%) + 'solved': 7 (3.7%) + 'ten': 7 (3.7%) + 'tbt': 7 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 729,840/729,840 (100.0%) +Types: list:729,840 +Null/Empty: empty_arr:729,622 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 729,840/729,840 (100.0%) +Types: NoneType:729,608, str:232 +Null/Empty: null:729,608, empty_str:14 +String length avg: 8.9 +Unique strings tracked: 106 +Top 5 string values: + 'Solved': 21 (9.6%) + 'TAKEN': 14 (6.4%) + 'Video': 10 (4.6%) + '(To be tagged...)': 7 (3.2%) + 'ATN': 6 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 729,840 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 729,622 (100.0%) + 'richtext': 218 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:42 (0.0%), false:729,798 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 729,840/729,840 (100.0%) +Types: NoneType:728,920, dict:920 +Null/Empty: null:728,920 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 729,840/729,840 (100.0%) +Types: dict:729,840 +Null/Empty: empty_obj:728,920 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:478,232 (65.5%), false:251,608 (34.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 729,840/729,840 (100.0%) +Types: int:729,840 +Numeric values: 729,840 total +Numeric range: min:0, max:6,486, avg:7.4 +Numeric std dev: 46.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 729,840/729,840 (100.0%) +Types: int:729,840 +Numeric values: 729,840 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 729,839 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:21,763 (3.0%), false:708,077 (97.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 729,840/729,840 (100.0%) +Types: str:664,434, NoneType:65,406 +Null/Empty: null:65,406 +String length avg: 7.7 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 593,672 (89.4%) + 'promo_specified': 26,184 (3.9%) + 'promo_adult': 21,839 (3.3%) + 'promo_adult_nsfw': 17,425 (2.6%) + 'no_ads': 3,271 (0.5%) + 'promo_all': 1,714 (0.3%) + 'house_only': 329 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +String length avg: 65.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/ee6n3/dae_go_here_once_a_we...': 1 (0.0%) + '/r/Winnipeg/comments/ee6n4/flying_shopping_carts/': 1 (0.0%) + '/r/reddit.com/comments/ee6n5/ski_holidays_20102011...': 1 (0.0%) + '/r/AsianHotties/comments/ee6n6/someone_needed_puni...': 1 (0.0%) + '/r/trees/comments/ee6n7/people_like_this_piss_me_o...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 729,840/729,840 (100.0%) +Types: int:729,840 +Numeric values: 729,840 total +Numeric range: min:1,522,980,227, max:1,522,992,272, avg:1522986246.3 +Numeric std dev: 3470.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 729,840 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 729,840/729,840 (100.0%) +Types: int:729,840 +Numeric values: 729,840 total +Numeric range: min:0, max:4,190, avg:12.1 +Numeric std dev: 72.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 729,840/729,840 (100.0%) +Types: NoneType:728,920, dict:920 +Null/Empty: null:728,920 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 729,840/729,840 (100.0%) +Types: dict:729,840 +Null/Empty: empty_obj:728,920 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +Null/Empty: empty_str:439,358 +String length avg: 225.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,401 (0.5%) + '[removed]': 267 (0.1%) + '[8]': 2 (0.0%) + 'I have an Ipod Touch 2G with IOS4.0.1, anyway it c...': 2 (0.0%) + 'And I call bullshit on anyone who said they felt i...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:729,838 (100.0%), false:2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:27 (0.0%), false:729,813 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:0 (0.0%), false:729,840 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 2,820 (0.4%) + 'pics': 683 (0.1%) + 'AskReddit': 577 (0.1%) + 'funny': 357 (0.0%) + 'politics': 314 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 2,820 (0.4%) + 't5_2qh0u': 683 (0.1%) + 't5_2qh1i': 577 (0.1%) + 't5_2qh33': 357 (0.0%) + 't5_2cneq': 314 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 2,820 (0.4%) + 'r/pics': 683 (0.1%) + 'r/AskReddit': 577 (0.1%) + 'r/funny': 357 (0.0%) + 'r/politics': 314 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +String length avg: 6.5 +Unique strings tracked: 4 +String values distribution: + 'public': 541,321 (74.2%) + 'archived': 179,199 (24.6%) + 'restricted': 9,093 (1.2%) + 'gold_only': 227 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 729,840/729,840 (100.0%) +Types: NoneType:704,988, str:24,852 +Null/Empty: null:704,988 +String length avg: 9.1 +Unique strings tracked: 6 +String values distribution: + 'confidence': 21,756 (87.5%) + 'top': 2,226 (9.0%) + 'new': 755 (3.0%) + 'qa': 48 (0.2%) + 'controversial': 35 (0.1%) + 'old': 32 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +Null/Empty: empty_str:191,748 +String length avg: 7.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 83,772 (15.6%) + 'self': 23,522 (4.4%) + 'https://b.thumbs.redditmedia.com/FkfyFWI9DobU4myqW...': 3 (0.0%) + 'https://a.thumbs.redditmedia.com/b83PsYYJ-929lKKYM...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/akRAhlsDw-wdSqai4...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +String length avg: 57.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Wrestling Face Plant! Fail +': 6 (0.0%) + 'Hey /r/Canada, I painted this when I was learning ...': 4 (0.0%) + 'Smithsonian Museum Removes An LGBT Art Exhibit Aft...': 3 (0.0%) + 'The House of Representatives most blatant racist, ...': 3 (0.0%) + 'people like this piss me off(21/f/campus cop)': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +String length avg: 68.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://safe.tumblr.com/safe/video/2053416343/500': 6 (0.0%) + 'http://tinyurl.com/d9fklp': 3 (0.0%) + 'http://www.smh.com.au/technology/technology-news/i...': 3 (0.0%) + 'http://thinkprogress.org/2010/11/30/smithsonian-lg...': 3 (0.0%) + 'http://www.guardian.co.uk/media/2010/nov/30/interp...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 729,840/729,840 (100.0%) +Types: str:664,434, NoneType:65,406 +Null/Empty: null:65,406 +String length avg: 7.7 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 590,118 (88.8%) + 'promo_specified': 26,184 (3.9%) + 'promo_adult': 21,625 (3.3%) + 'promo_adult_nsfw': 21,204 (3.2%) + 'no_ads': 3,271 (0.5%) + 'promo_all': 1,703 (0.3%) + 'house_only': 329 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 538,092/729,840 (73.7%) +Types: NoneType:532,274, int:5,818 +Null/Empty: null:532,274 +Numeric values: 5,818 total +Numeric range: min:1, max:140, avg:106.2 +Numeric std dev: 28.0 +Unique numbers tracked: 127 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 538,092/729,840 (73.7%) +Types: NoneType:532,274, int:5,818 +Null/Empty: null:532,274 +Numeric values: 5,818 total +Numeric range: min:1, max:140, avg:136.5 +Numeric std dev: 15.7 +Unique numbers tracked: 12 +Top 5 numeric values: + 140: 5,534 (95.1%) + 70: 253 (4.3%) + 50: 12 (0.2%) + 64: 6 (0.1%) + 48: 3 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 509,887/729,840 (69.9%) +Types: list:509,887 +Null/Empty: empty_arr:492,532 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 509,887/729,840 (69.9%) +Types: str:509,887 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 492,532 (96.6%) + 'richtext': 17,355 (3.4%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 5,504/729,840 (0.8%) +Types: str:5,504 +String length avg: 5.2 +Unique strings tracked: 4 +String values distribution: + 'link': 2,932 (53.3%) + 'image': 1,782 (32.4%) + 'rich:video': 776 (14.1%) + 'self': 14 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 5,504/729,840 (0.8%) +Types: dict:5,504 + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,577/729,840 (0.6%) +Types: bool:4,577 +Booleans: true:2 (0.0%), false:4,575 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,577/729,840 (0.6%) +Types: bool:4,577 +Booleans: true:0 (0.0%), false:4,577 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,577/729,840 (0.6%) +Types: bool:4,577 +Booleans: true:0 (0.0%), false:4,577 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,577/729,840 (0.6%) +Types: bool:4,577 +Booleans: true:0 (0.0%), false:4,577 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 2,587/729,840 (0.4%) +Types: bool:2,587 +Booleans: true:2,587 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 716/729,840 (0.1%) +Types: NoneType:716 +Null/Empty: null:716 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 716/729,840 (0.1%) +Types: NoneType:716 +Null/Empty: null:716 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 716/729,840 (0.1%) +Types: str:554, NoneType:162 +Null/Empty: null:162 +String length avg: 8.0 +Unique strings tracked: 431 +Top 5 string values: + 't2_1uzpp': 19 (3.4%) + 't2_4l678': 8 (1.4%) + 't2_4kp5q': 6 (1.1%) + 't2_46qeu': 5 (0.9%) + 't2_1ed7b': 5 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 716/729,840 (0.1%) +Types: NoneType:716 +Null/Empty: null:716 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 716/729,840 (0.1%) +Types: NoneType:716 +Null/Empty: null:716 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 716/729,840 (0.1%) +Types: NoneType:716 +Null/Empty: null:716 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 716/729,840 (0.1%) +Types: list:716 +Null/Empty: empty_arr:716 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 716/729,840 (0.1%) +Types: list:716 +Null/Empty: empty_arr:716 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 716/729,840 (0.1%) +Types: str:716 +String length avg: 46.8 +Unique strings tracked: 616 +Top 5 string values: + 'http://sanshee.com/shirts/': 9 (1.3%) + 'http://www.tabgrip.com': 8 (1.1%) + 'http://www.blank-label.com': 5 (0.7%) + 'http://www.chirpme.com': 4 (0.6%) + 'http://nakedlaw.avvo.com/2010/12/6-crimes-committe...': 3 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 716/729,840 (0.1%) +Types: bool:716 +Booleans: true:0 (0.0%), false:716 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 716/729,840 (0.1%) +Types: str:716 +Null/Empty: empty_str:716 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 716/729,840 (0.1%) +Types: NoneType:716 +Null/Empty: null:716 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 716/729,840 (0.1%) +Types: dict:716 +Null/Empty: empty_obj:716 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 716/729,840 (0.1%) +Types: NoneType:716 +Null/Empty: null:716 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 716/729,840 (0.1%) +Types: bool:716 +Booleans: true:716 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 716/729,840 (0.1%) +Types: NoneType:716 +Null/Empty: null:716 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 716/729,840 (0.1%) +Types: NoneType:716 +Null/Empty: null:716 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 716/729,840 (0.1%) +Types: NoneType:716 +Null/Empty: null:716 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 716/729,840 (0.1%) +Types: list:716 +Null/Empty: empty_arr:716 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 716/729,840 (0.1%) +Types: NoneType:716 +Null/Empty: null:716 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 716/729,840 (0.1%) +Types: NoneType:716 +Null/Empty: null:716 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 56/729,840 (0.0%) +Types: str:56 +Null/Empty: empty_str:56 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 10/729,840 (0.0%) +Types: str:10 +String length avg: 36.0 +Unique strings tracked: 7 +String values distribution: + 'a6c1ba7a-b172-11e7-b8e9-0e102f425a32': 3 (30.0%) + '0d95094c-7d51-11e7-8289-0ec462855064': 2 (20.0%) + 'ee671dc6-e304-11e1-98d6-12313b0c247a': 1 (10.0%) + '084a5ff8-6806-11e5-9958-12c8a3890827': 1 (10.0%) + '85f81fd4-87ee-11e3-a1b2-12313d18400c': 1 (10.0%) + '01858ec6-884d-11e3-aa71-12313d224170': 1 (10.0%) + '94b74222-74a6-11e7-aedf-0e8c0cb73d02': 1 (10.0%) + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2011.txt b/analysis/original_schema_analysis/submissions/analysis_report_2011.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca60e2708f0f13166636ea427b1007c02ea31427 --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2011.txt @@ -0,0 +1,4322 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2011 +Analysis Started: 2026-01-15 06:32:28 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2011-01.jsonl +Analysis Time: 2026-01-15 06:33:06 +================================================================================ +Total lines: 837,996 +Processed lines: 837,996 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 837,995/837,996 (100.0%) +Types: int:837,995 +Numeric values: 837,995 total +Numeric range: min:-1, max:16,690, avg:14.4 +Numeric std dev: 161.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 837,995/837,996 (100.0%) +Types: NoneType:837,939, str:56 +Null/Empty: null:837,939 +String length avg: 9.3 +Unique strings tracked: 25 +Top 5 string values: + 'Solved': 18 (32.1%) + 'Arx Libertatis': 8 (14.3%) + '[reddit.com]': 4 (7.1%) + '[askscience]': 3 (5.4%) + 'sandbox': 2 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 837,995/837,996 (100.0%) +Types: NoneType:836,774, str:1,221 +Null/Empty: null:836,774 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 1,212 (99.3%) + 'admin': 9 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 837,995/837,996 (100.0%) +Types: NoneType:769,729, dict:68,266 +Null/Empty: null:769,729 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 837,995/837,996 (100.0%) +Types: str:837,995 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.fox23.com/news/local/story/Mother-Relie...': 5 (0.0%) + 'http://www.youtube.com/watch?v=zjYSERaXEGI': 3 (0.0%) + 'http://www.distractmefrom.com/v/isYF5E0WxGU/QVC-La...': 3 (0.0%) + 'http://www.youtube.com/watch?v=2MAIDe0AWRg': 3 (0.0%) + 'http://i.imgur.com/cCMWN.png': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 837,995/837,996 (100.0%) +Types: NoneType:837,952, str:43 +Null/Empty: null:837,952, empty_str:1 +String length avg: 10.0 +Unique strings tracked: 16 +Top 5 string values: + 'solvedcase': 17 (40.5%) + 'arx-libertatis': 8 (19.0%) + 'solved': 2 (4.8%) + 'sandbox': 2 (4.8%) + 'gearreview': 2 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 837,995/837,996 (100.0%) +Types: str:837,995 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'eut41': 1 (0.0%) + 'eut40': 1 (0.0%) + 'eut3z': 1 (0.0%) + 'eut3y': 1 (0.0%) + 'eut3x': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 837,995/837,996 (100.0%) +Types: bool:837,925, int:70 +Booleans: true:28,001 (3.3%), false:809,924 (96.7%) +Numeric values: 70 total +Numeric range: min:1,337,223,905, max:1,374,039,302, avg:1353291285.9 +Numeric std dev: 10756369.9 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 837,995/837,996 (100.0%) +Types: NoneType:837,995 +Null/Empty: null:837,995 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 837,995/837,996 (100.0%) +Types: int:837,995 +Numeric values: 837,995 total +Numeric range: min:1,293,858,000, max:1,296,518,398, avg:1295219427.1 +Numeric std dev: 751143.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 837,995/837,996 (100.0%) +Types: NoneType:837,995 +Null/Empty: null:837,995 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 837,995/837,996 (100.0%) +Types: str:837,995 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_eut41': 1 (0.0%) + 't3_eut40': 1 (0.0%) + 't3_eut3z': 1 (0.0%) + 't3_eut3y': 1 (0.0%) + 't3_eut3x': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 837,995/837,996 (100.0%) +Types: str:837,995 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 2,018 (0.2%) + 'pics': 692 (0.1%) + 'AskReddit': 501 (0.1%) + 'gaming': 308 (0.0%) + 'funny': 288 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 837,995/837,996 (100.0%) +Types: str:837,995 +String length avg: 56.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Oklahoma government leaves father powerless to pre...': 5 (0.0%) + 'Wife is in bed early....CRAPFUCKSHIT...AAAAAAA (sf...': 3 (0.0%) + 'Create light on the first day...': 3 (0.0%) + 'Gaming Gopher has Trouble with Horror Games': 2 (0.0%) + 'Auto-Tune the News: Backin Up Song': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 837,995/837,996 (100.0%) +Types: NoneType:803,798, str:34,197 +Null/Empty: null:803,798, empty_str:6,551 +String length avg: 14.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Janitor': 395 (1.4%) + 'Longhorn from Austin': 30 (0.1%) + 'I'ma taking pics of you spammers': 26 (0.1%) + 'Protoss': 25 (0.1%) + 'Tangerine Dream': 22 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 837,995/837,996 (100.0%) +Types: bool:837,995 +Booleans: true:206,328 (24.6%), false:631,667 (75.4%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 837,995/837,996 (100.0%) +Types: dict:837,995 +Null/Empty: empty_obj:769,731 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 837,995/837,996 (100.0%) +Types: str:837,995 +String length avg: 65.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/pics/comments/eut41/last_nights_pocket_full_of_...': 1 (0.0%) + '/r/chicagobulls/comments/eut40/bulls_beat_a_short_...': 1 (0.0%) + '/r/canada/comments/eut3z/did_anyone_else_see_the_r...': 1 (0.0%) + '/r/funny/comments/eut3y/to_go_to_the_corner_store_...': 1 (0.0%) + '/r/funny/comments/eut3x/carp_huge_carp/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 837,995/837,996 (100.0%) +Types: NoneType:803,754, str:34,241 +Null/Empty: null:803,754, empty_str:4,998 +String length avg: 7.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'jansmall': 707 (2.4%) + 'default': 82 (0.3%) + 'mflb': 77 (0.3%) + 'userGray': 61 (0.2%) + 'Z': 49 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 837,995/837,996 (100.0%) +Types: str:837,995 +Null/Empty: empty_str:659,112 +String length avg: 603.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I created [Yarnswap](http://www.reddit.com/r/Yarns...': 4 (0.0%) + 'I've noticed a lot of local news reports and newsp...': 3 (0.0%) + 'http://steamcommunity.com/id/Muhs': 2 (0.0%) + 'We've got for a few months now. He's attatched him...': 2 (0.0%) + 'There's a lot of good research on the bible but no...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 837,995/837,996 (100.0%) +Types: str:837,995 +String length avg: 14.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 286 (0.0%) + 'youtube.com': 229 (0.0%) + 'self.AskReddit': 149 (0.0%) + 'imgur.com': 142 (0.0%) + 'self.reddit.com': 85 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 837,995/837,996 (100.0%) +Types: int:837,995 +Numeric values: 837,995 total +Numeric range: min:-4, max:13,012, avg:7.5 +Numeric std dev: 51.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 837,995/837,996 (100.0%) +Types: NoneType:837,995 +Null/Empty: null:837,995 + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 837,995/837,996 (100.0%) +Types: bool:837,995 +Booleans: true:0 (0.0%), false:837,995 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 837,995/837,996 (100.0%) +Types: str:837,995 +String length avg: 14.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,059 (0.2%) + 'self': 960 (0.1%) + 'nsfw': 137 (0.0%) + 'http://thumbs.reddit.com/t3_eut40.png': 1 (0.0%) + 'http://thumbs.reddit.com/t3_eut3w.png': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 837,995/837,996 (100.0%) +Types: bool:837,995 +Booleans: true:0 (0.0%), false:837,995 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 837,995/837,996 (100.0%) +Types: str:837,995 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 2,018 (0.2%) + 't5_2qh0u': 692 (0.1%) + 't5_2qh1i': 501 (0.1%) + 't5_2qh03': 308 (0.0%) + 't5_2qh33': 288 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 837,995/837,996 (100.0%) +Types: int:837,995 +Numeric values: 837,995 total +Numeric range: min:-2, max:20,507, avg:26.3 +Numeric std dev: 227.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 837,995/837,996 (100.0%) +Types: NoneType:837,995 +Null/Empty: null:837,995 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 837,995/837,996 (100.0%) +Types: int:837,995 +Numeric values: 837,995 total +Numeric range: min:0, max:3,817, avg:12.1 +Numeric std dev: 74.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 837,995/837,996 (100.0%) +Types: NoneType:655,192, str:182,803 +Null/Empty: null:655,192 +String length avg: 781.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 25 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 4 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 3 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 837,995/837,996 (100.0%) +Types: int:837,995 +Numeric values: 837,995 total +Numeric range: min:1,293,858,000, max:1,296,518,398, avg:1295219427.1 +Numeric std dev: 751143.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 837,995/837,996 (100.0%) +Types: bool:837,995 +Booleans: true:0 (0.0%), false:837,995 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 837,995/837,996 (100.0%) +Types: bool:837,995 +Booleans: true:25,068 (3.0%), false:812,927 (97.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 837,267/837,996 (99.9%) +Types: str:837,267 +String length avg: 9.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 456 (0.1%) + 'tomoarigato': 12 (0.0%) + 'anutensil': 6 (0.0%) + 'Akme': 6 (0.0%) + 'aguki': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 728/837,996 (0.1%) +Types: bool:728 +Booleans: true:728 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2011-02.jsonl +Analysis Time: 2026-01-15 06:33:43 +================================================================================ +Total lines: 822,302 +Processed lines: 822,302 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 822,302/822,302 (100.0%) +Types: int:822,302 +Numeric values: 822,302 total +Numeric range: min:-1, max:18,510, avg:15.0 +Numeric std dev: 168.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 822,302/822,302 (100.0%) +Types: NoneType:822,240, str:62 +Null/Empty: null:822,240, empty_str:2 +String length avg: 8.9 +Unique strings tracked: 34 +Top 5 string values: + 'Solved': 12 (20.0%) + '[askreddit]': 5 (8.3%) + 'Announcement': 4 (6.7%) + 'SSS': 3 (5.0%) + 'Arx Libertatis': 2 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 822,302/822,302 (100.0%) +Types: NoneType:821,076, str:1,226 +Null/Empty: null:821,076 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 1,213 (98.9%) + 'admin': 13 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 822,302/822,302 (100.0%) +Types: NoneType:759,586, dict:62,716 +Null/Empty: null:759,586 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 822,302/822,302 (100.0%) +Types: str:822,302 +String length avg: 67.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/WojnL.png': 4 (0.0%) + 'http://www.youtube.com/watch?v=mt59ETzba9A&fea...': 3 (0.0%) + 'http://news.cnet.com/8301-17938_105-20030235-1.htm...': 3 (0.0%) + 'http://politifact.com/florida/statements/2011/feb/...': 3 (0.0%) + 'http://googleblog.blogspot.com/2011/02/microsofts-...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 822,302/822,302 (100.0%) +Types: NoneType:822,249, str:53 +Null/Empty: null:822,249, empty_str:11 +String length avg: 8.4 +Unique strings tracked: 25 +Top 5 string values: + 'solvedcase': 10 (23.8%) + 'solved': 2 (4.8%) + 'arx-libertatis': 2 (4.8%) + 'tips': 2 (4.8%) + 'woahdudeapproved': 2 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 822,302/822,302 (100.0%) +Types: str:822,302 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fdfsu': 1 (0.0%) + 'fdfst': 1 (0.0%) + 'fdfss': 1 (0.0%) + 'fdfsr': 1 (0.0%) + 'fdfsq': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 822,302/822,302 (100.0%) +Types: bool:822,225, int:77 +Booleans: true:25,885 (3.1%), false:796,340 (96.9%) +Numeric values: 77 total +Numeric range: min:1,337,060,650, max:1,372,126,039, avg:1352653928.5 +Numeric std dev: 8676377.3 +Unique numbers tracked: 77 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 822,302/822,302 (100.0%) +Types: NoneType:822,302 +Null/Empty: null:822,302 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 822,302/822,302 (100.0%) +Types: int:822,302 +Numeric values: 822,302 total +Numeric range: min:1,296,518,404, max:1,298,937,599, avg:1297737173.1 +Numeric std dev: 705770.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 822,302/822,302 (100.0%) +Types: NoneType:822,302 +Null/Empty: null:822,302 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 822,302/822,302 (100.0%) +Types: str:822,302 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_fdfsu': 1 (0.0%) + 't3_fdfst': 1 (0.0%) + 't3_fdfss': 1 (0.0%) + 't3_fdfsr': 1 (0.0%) + 't3_fdfsq': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 822,302/822,302 (100.0%) +Types: str:822,302 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 1,785 (0.2%) + 'pics': 561 (0.1%) + 'AskReddit': 384 (0.0%) + 'politics': 309 (0.0%) + 'funny': 264 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 822,302/822,302 (100.0%) +Types: str:822,302 +String length avg: 56.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PolitiFact Florida | Florida lawmaker suggests doc...': 3 (0.0%) + 'Sharp drop in US Treasury borrowings - AleaBlog.co...': 2 (0.0%) + 'ITAP using my homemade softbox. Pretty happy with ...': 2 (0.0%) + 'Roku boxes get USB playback, Al Jazeera English': 2 (0.0%) + 'Missing the bowl [FBF]': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 822,302/822,302 (100.0%) +Types: NoneType:789,169, str:33,133 +Null/Empty: null:789,169, empty_str:6,868 +String length avg: 14.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Janitor': 294 (1.1%) + 'Arsenal': 23 (0.1%) + 'Ontario': 20 (0.1%) + 'תורת משה': 18 (0.1%) + 'Zerg': 14 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 822,302/822,302 (100.0%) +Types: bool:822,302 +Booleans: true:199,903 (24.3%), false:622,399 (75.7%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 822,302/822,302 (100.0%) +Types: dict:822,302 +Null/Empty: empty_obj:759,588 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 822,302/822,302 (100.0%) +Types: str:822,302 +String length avg: 65.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/atheism/comments/fdfsu/this_commercial_keeps_co...': 1 (0.0%) + '/r/geek/comments/fdfst/black_people_like_blackberr...': 1 (0.0%) + '/r/funny/comments/fdfss/came_across_this_derp_when...': 1 (0.0%) + '/r/WTF/comments/fdfsr/til_how_ships_are_launched/': 1 (0.0%) + '/r/Music/comments/fdfsq/blue_monday_by_new_order/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 822,302/822,302 (100.0%) +Types: NoneType:788,000, str:34,302 +Null/Empty: null:788,000, empty_str:5,283 +String length avg: 7.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'jansmall': 455 (1.6%) + 'default': 68 (0.2%) + 'mflb': 60 (0.2%) + 'flair-default': 42 (0.1%) + 'userGray': 39 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 822,302/822,302 (100.0%) +Types: str:822,302 +Null/Empty: empty_str:649,098 +String length avg: 596.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Something feels wrong. I've always felt off -- not...': 2 (0.0%) + 'For an example: gnostic is pronounced without the ...': 2 (0.0%) + 'I'm a female and want to eat more protein for runn...': 2 (0.0%) + 'I would not like.': 2 (0.0%) + 'My buddy & I just hit two bowls and feasted at...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 822,302/822,302 (100.0%) +Types: str:822,302 +String length avg: 14.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 254 (0.0%) + 'youtube.com': 168 (0.0%) + 'imgur.com': 100 (0.0%) + 'self.AskReddit': 96 (0.0%) + 'self.reddit.com': 44 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 822,302/822,302 (100.0%) +Types: int:822,302 +Numeric values: 822,302 total +Numeric range: min:-27, max:10,625, avg:7.3 +Numeric std dev: 52.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 822,302/822,302 (100.0%) +Types: NoneType:822,302 +Null/Empty: null:822,302 + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 822,302/822,302 (100.0%) +Types: bool:822,302 +Booleans: true:0 (0.0%), false:822,302 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 822,302/822,302 (100.0%) +Types: str:822,302 +String length avg: 13.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,577 (0.2%) + 'self': 593 (0.1%) + 'nsfw': 101 (0.0%) + 'http://thumbs.reddit.com/t3_fdfss.png': 1 (0.0%) + 'http://thumbs.reddit.com/t3_fdfsq.png': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 822,302/822,302 (100.0%) +Types: bool:822,302 +Booleans: true:0 (0.0%), false:822,302 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 822,302/822,302 (100.0%) +Types: str:822,302 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 1,785 (0.2%) + 't5_2qh0u': 561 (0.1%) + 't5_2qh1i': 384 (0.0%) + 't5_2cneq': 309 (0.0%) + 't5_2qh33': 264 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 822,302/822,302 (100.0%) +Types: int:822,302 +Numeric values: 822,302 total +Numeric range: min:-1, max:21,963, avg:27.0 +Numeric std dev: 236.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 822,302/822,302 (100.0%) +Types: NoneType:822,302 +Null/Empty: null:822,302 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 822,302/822,302 (100.0%) +Types: int:822,302 +Numeric values: 822,302 total +Numeric range: min:0, max:4,086, avg:12.2 +Numeric std dev: 75.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 822,302/822,302 (100.0%) +Types: NoneType:645,139, str:177,163 +Null/Empty: null:645,139 +String length avg: 772.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 22 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 822,302/822,302 (100.0%) +Types: int:822,302 +Numeric values: 822,302 total +Numeric range: min:1,296,518,404, max:1,298,937,599, avg:1297737173.1 +Numeric std dev: 705770.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 822,302/822,302 (100.0%) +Types: bool:822,302 +Booleans: true:0 (0.0%), false:822,302 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 822,302/822,302 (100.0%) +Types: bool:822,302 +Booleans: true:22,291 (2.7%), false:800,011 (97.3%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 821,524/822,302 (99.9%) +Types: str:821,524 +String length avg: 9.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 391 (0.0%) + 'klmd': 5 (0.0%) + 'bushwarriors': 5 (0.0%) + 'eaturbrainz': 4 (0.0%) + 'Laserfalcon': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 778/822,302 (0.1%) +Types: bool:778 +Booleans: true:778 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2011-03.jsonl +Analysis Time: 2026-01-15 06:34:27 +================================================================================ +Total lines: 976,817 +Processed lines: 976,817 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 976,817/976,817 (100.0%) +Types: int:976,817 +Numeric values: 976,817 total +Numeric range: min:-1, max:18,565, avg:16.5 +Numeric std dev: 187.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 976,817/976,817 (100.0%) +Types: NoneType:976,734, str:83 +Null/Empty: null:976,734, empty_str:3 +String length avg: 7.3 +Unique strings tracked: 34 +Top 5 string values: + 'Solved': 27 (33.8%) + 'Physics': 5 (6.2%) + 'SSS': 4 (5.0%) + '[pics]': 4 (5.0%) + '[askreddit]': 3 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 976,817/976,817 (100.0%) +Types: NoneType:975,339, str:1,478 +Null/Empty: null:975,339 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 1,465 (99.1%) + 'admin': 13 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 976,817/976,817 (100.0%) +Types: NoneType:897,664, dict:79,153 +Null/Empty: null:897,664 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 976,817/976,817 (100.0%) +Types: str:976,817 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.techdirt.com/articles/20110226/15103513...': 3 (0.0%) + 'http://www.youtube.com/watch?v=CHocqhf5YnU': 3 (0.0%) + 'http://www.newsweek.com/2011/02/27/strategy-sit-on...': 3 (0.0%) + 'http://i.imgur.com/U8keL.png': 2 (0.0%) + 'http://i.imgur.com/WhBJ2.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 976,817/976,817 (100.0%) +Types: NoneType:976,746, str:71 +Null/Empty: null:976,746, empty_str:14 +String length avg: 8.5 +Unique strings tracked: 21 +Top 5 string values: + 'solvedcase': 26 (45.6%) + 'physics': 5 (8.8%) + 'trashtalk': 3 (5.3%) + 'astro': 2 (3.5%) + 'gearquestion': 2 (3.5%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 976,817/976,817 (100.0%) +Types: str:976,817 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fverk': 1 (0.0%) + 'fverj': 1 (0.0%) + 'fveri': 1 (0.0%) + 'fverh': 1 (0.0%) + 'fverg': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 976,817/976,817 (100.0%) +Types: bool:976,724, int:93 +Booleans: true:30,088 (3.1%), false:946,636 (96.9%) +Numeric values: 93 total +Numeric range: min:1,337,279,638, max:1,372,253,485, avg:1353700785.4 +Numeric std dev: 9460934.1 +Unique numbers tracked: 93 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 976,817/976,817 (100.0%) +Types: NoneType:976,817 +Null/Empty: null:976,817 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 976,817/976,817 (100.0%) +Types: int:976,817 +Numeric values: 976,817 total +Numeric range: min:1,298,937,605, max:1,301,615,999, avg:1300298763.9 +Numeric std dev: 790440.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 976,817/976,817 (100.0%) +Types: NoneType:976,817 +Null/Empty: null:976,817 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 976,817/976,817 (100.0%) +Types: str:976,817 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_fverk': 1 (0.0%) + 't3_fverj': 1 (0.0%) + 't3_fveri': 1 (0.0%) + 't3_fverh': 1 (0.0%) + 't3_fverg': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 976,817/976,817 (100.0%) +Types: str:976,817 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 1,652 (0.2%) + 'pics': 482 (0.0%) + 'AskReddit': 382 (0.0%) + 'politics': 310 (0.0%) + 'funny': 301 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 976,817/976,817 (100.0%) +Types: str:976,817 +String length avg: 56.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Judge Dumps Yet Another Mass Infringement Suit In ...': 3 (0.0%) + 'Strategy: Sit On Your Hands — +Washington’s instinc...': 3 (0.0%) + 'DAE dig the band iwrestledabearonce? [5}': 3 (0.0%) + 'Pokemon Meets Metal': 2 (0.0%) + 'Someone just ripped off 21 popular free apps from ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 976,817/976,817 (100.0%) +Types: NoneType:931,429, str:45,388 +Null/Empty: null:931,429, empty_str:7,995 +String length avg: 14.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Janitor': 323 (0.9%) + 'Resident Proctologist': 67 (0.2%) + 'Protoss': 32 (0.1%) + 'Zerg': 30 (0.1%) + 'Random': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 976,817/976,817 (100.0%) +Types: bool:976,817 +Booleans: true:243,686 (24.9%), false:733,131 (75.1%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 976,817/976,817 (100.0%) +Types: dict:976,817 +Null/Empty: empty_obj:897,664 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 976,817/976,817 (100.0%) +Types: str:976,817 +String length avg: 65.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Libertarian/comments/fverk/peter_schiff_speech_...': 1 (0.0%) + '/r/reddit.com/comments/fverj/av_receivers_and_hdmi...': 1 (0.0%) + '/r/udk/comments/fveri/lets_get_this_subreddit_kick...': 1 (0.0%) + '/r/reddit.com/comments/fverh/am_i_the_only_one_who...': 1 (0.0%) + '/r/pics/comments/fverg/top_favorite_quotes_at_83rd...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 976,817/976,817 (100.0%) +Types: NoneType:931,888, str:44,929 +Null/Empty: null:931,888, empty_str:7,313 +String length avg: 7.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'jansmall': 392 (1.0%) + 'default': 57 (0.2%) + 'Z': 53 (0.1%) + 'mflb': 52 (0.1%) + 'P': 51 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 976,817/976,817 (100.0%) +Types: str:976,817 +Null/Empty: empty_str:768,602 +String length avg: 582.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Really curious to hear some people's opinions...': 4 (0.0%) + 'Sometimes, I get so many weird looks that I do a "...': 2 (0.0%) + 'Badass metal band I've recently discovered. They e...': 2 (0.0%) + 'i suck a lot and would like to get better. my goal...': 2 (0.0%) + 'The comments are just as horrific.': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 976,817/976,817 (100.0%) +Types: str:976,817 +String length avg: 14.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 212 (0.0%) + 'youtube.com': 193 (0.0%) + 'imgur.com': 101 (0.0%) + 'self.AskReddit': 101 (0.0%) + 'self.reddit.com': 45 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 976,817/976,817 (100.0%) +Types: int:976,817 +Numeric values: 976,817 total +Numeric range: min:-582, max:9,739, avg:7.2 +Numeric std dev: 56.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 976,817/976,817 (100.0%) +Types: NoneType:976,814, bool:3 +Null/Empty: null:976,814 +Booleans: true:3 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 976,817/976,817 (100.0%) +Types: bool:976,817 +Booleans: true:0 (0.0%), false:976,817 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 976,817/976,817 (100.0%) +Types: str:976,817 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,229 (0.2%) + 'self': 666 (0.1%) + 'nsfw': 94 (0.0%) + 'http://thumbs.reddit.com/t3_fverf.png': 1 (0.0%) + 'http://thumbs.reddit.com/t3_fverc.png': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 976,817/976,817 (100.0%) +Types: bool:976,817 +Booleans: true:0 (0.0%), false:976,817 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 976,817/976,817 (100.0%) +Types: str:976,817 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 1,652 (0.2%) + 't5_2qh0u': 482 (0.0%) + 't5_2qh1i': 382 (0.0%) + 't5_2cneq': 310 (0.0%) + 't5_2qh33': 301 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 976,817/976,817 (100.0%) +Types: int:976,817 +Numeric values: 976,817 total +Numeric range: min:-1, max:22,168, avg:28.6 +Numeric std dev: 255.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 976,817/976,817 (100.0%) +Types: NoneType:976,817 +Null/Empty: null:976,817 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 976,817/976,817 (100.0%) +Types: int:976,817 +Numeric values: 976,817 total +Numeric range: min:0, max:7,994, avg:12.4 +Numeric std dev: 76.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 976,817/976,817 (100.0%) +Types: NoneType:763,644, str:213,173 +Null/Empty: null:763,644 +String length avg: 755.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 27 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 4 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 976,817/976,817 (100.0%) +Types: int:976,817 +Numeric values: 976,817 total +Numeric range: min:1,298,937,605, max:1,301,619,599, avg:1300300944.0 +Numeric std dev: 791940.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 976,817/976,817 (100.0%) +Types: bool:976,817 +Booleans: true:0 (0.0%), false:976,817 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 976,817/976,817 (100.0%) +Types: bool:976,817 +Booleans: true:25,488 (2.6%), false:951,329 (97.4%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 975,843/976,817 (99.9%) +Types: str:975,843 +String length avg: 9.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 439 (0.0%) + 'Kranky_Old_Dude': 8 (0.0%) + 'davidreiss666': 8 (0.0%) + 'wishiwasonmaui': 7 (0.0%) + 'bobcarey78': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 974/976,817 (0.1%) +Types: bool:974 +Booleans: true:974 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2011-04.jsonl +Analysis Time: 2026-01-15 06:35:10 +================================================================================ +Total lines: 971,371 +Processed lines: 971,371 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 971,371/971,371 (100.0%) +Types: int:971,371 +Numeric values: 971,371 total +Numeric range: min:-1, max:19,970, avg:20.2 +Numeric std dev: 221.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 971,371/971,371 (100.0%) +Types: NoneType:971,309, str:62 +Null/Empty: null:971,309, empty_str:3 +String length avg: 7.7 +Unique strings tracked: 30 +Top 5 string values: + 'Solved': 16 (27.1%) + 'SSS': 5 (8.5%) + '(Quran / Hadith)': 3 (5.1%) + '[askreddit]': 3 (5.1%) + 'Identified': 3 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 971,371/971,371 (100.0%) +Types: NoneType:969,989, str:1,382 +Null/Empty: null:969,989 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 1,370 (99.1%) + 'admin': 12 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 971,371/971,371 (100.0%) +Types: NoneType:891,307, dict:80,064 +Null/Empty: null:891,307 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 971,371/971,371 (100.0%) +Types: str:971,371 +String length avg: 66.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.bradleymanning.org/take-action/bradley-...': 5 (0.0%) + 'http://www.miller-mccune.com/politics/budget-cuts-...': 5 (0.0%) + 'http://www.scribd.com/doc/50890761/Nuclear-s-Endle...': 3 (0.0%) + 'http://yfrog.com/hs13423426j': 2 (0.0%) + 'http://imgur.com/dirEt': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 971,371/971,371 (100.0%) +Types: NoneType:971,318, str:53 +Null/Empty: null:971,318, empty_str:10 +String length avg: 7.6 +Unique strings tracked: 22 +Top 5 string values: + 'solvedcase': 13 (30.2%) + 'scriptures': 3 (7.0%) + 'solved': 3 (7.0%) + 'check': 3 (7.0%) + 'bio': 2 (4.7%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 971,371/971,371 (100.0%) +Types: str:971,371 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ggsly': 1 (0.0%) + 'ggslx': 1 (0.0%) + 'ggslw': 1 (0.0%) + 'ggslv': 1 (0.0%) + 'ggslu': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 971,371/971,371 (100.0%) +Types: bool:971,280, int:91 +Booleans: true:30,134 (3.1%), false:941,146 (96.9%) +Numeric values: 91 total +Numeric range: min:1,337,060,592, max:1,374,186,879, avg:1355387132.2 +Numeric std dev: 11303688.2 +Unique numbers tracked: 91 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 971,371/971,371 (100.0%) +Types: NoneType:971,371 +Null/Empty: null:971,371 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 971,371/971,371 (100.0%) +Types: int:971,371 +Numeric values: 971,371 total +Numeric range: min:1,301,616,000, max:1,304,207,996, avg:1302892869.5 +Numeric std dev: 749304.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 971,371/971,371 (100.0%) +Types: NoneType:971,371 +Null/Empty: null:971,371 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 971,371/971,371 (100.0%) +Types: str:971,371 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_ggsly': 1 (0.0%) + 't3_ggslx': 1 (0.0%) + 't3_ggslw': 1 (0.0%) + 't3_ggslv': 1 (0.0%) + 't3_ggslu': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 971,371/971,371 (100.0%) +Types: str:971,371 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 2,094 (0.2%) + 'pics': 608 (0.1%) + 'fffffffuuuuuuuuuuuu': 511 (0.1%) + 'funny': 423 (0.0%) + 'AskReddit': 414 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 971,371/971,371 (100.0%) +Types: str:971,371 +String length avg: 55.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Y3S': 46 (0.0%) + 'Bradley Manning Solidarity Weekend, April 9th-10th': 5 (0.0%) + 'Budget Cuts Will Eliminate Government Transparency...': 5 (0.0%) + 'Bradley Manning The Forgotten Man Of The +WikiLea...': 4 (0.0%) + 'jerks at work': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 971,371/971,371 (100.0%) +Types: NoneType:924,557, str:46,814 +Null/Empty: null:924,557, empty_str:9,811 +String length avg: 14.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Janitor': 299 (0.8%) + 'Zerg': 44 (0.1%) + 'Protoss': 38 (0.1%) + 'Terran': 23 (0.1%) + 'Tangerine Dream': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 971,371/971,371 (100.0%) +Types: bool:971,371 +Booleans: true:257,443 (26.5%), false:713,928 (73.5%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 971,371/971,371 (100.0%) +Types: dict:971,371 +Null/Empty: empty_obj:891,308 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 971,371/971,371 (100.0%) +Types: str:971,371 +String length avg: 65.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/AskReddit/comments/ggsly/eeeeeeeeeeeeeeeeeeeeee...': 1 (0.0%) + '/r/fffffffuuuuuuuuuuuu/comments/ggslx/very_funny_r...': 1 (0.0%) + '/r/offbeat/comments/ggslw/rube_goldberg_device_in_...': 1 (0.0%) + '/r/writing/comments/ggslv/the_only_real_literary_f...': 1 (0.0%) + '/r/pics/comments/ggslu/sleepin_bag_like_a_boss/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 971,371/971,371 (100.0%) +Types: NoneType:923,570, str:47,801 +Null/Empty: null:923,570, empty_str:7,024 +String length avg: 7.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'jansmall': 430 (1.1%) + 'Z': 91 (0.2%) + 'P': 74 (0.2%) + 'T': 49 (0.1%) + 'LuckyBdx4': 44 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 971,371/971,371 (100.0%) +Types: str:971,371 +Null/Empty: empty_str:757,159 +String length avg: 544.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PARTYIN, PARTYIN, PARTYIN, PARTYIN, PARTYIN, PARTY...': 19 (0.0%) + 'Please?': 2 (0.0%) + 'My butt pulled an April Fools on me when I farted ...': 2 (0.0%) + '[Here's](http://www.reddit.com/r/relationships/com...': 2 (0.0%) + '.': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 971,371/971,371 (100.0%) +Types: str:971,371 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 404 (0.0%) + 'youtube.com': 212 (0.0%) + 'imgur.com': 184 (0.0%) + 'self.reddit.com': 122 (0.0%) + 'self.AskReddit': 112 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 971,371/971,371 (100.0%) +Types: int:971,371 +Numeric values: 971,371 total +Numeric range: min:-31, max:9,796, avg:7.3 +Numeric std dev: 52.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 971,371/971,371 (100.0%) +Types: NoneType:971,356, bool:15 +Null/Empty: null:971,356 +Booleans: true:15 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 971,371/971,371 (100.0%) +Types: bool:971,371 +Booleans: true:0 (0.0%), false:971,371 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 971,371/971,371 (100.0%) +Types: str:971,371 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,375 (0.2%) + 'self': 759 (0.1%) + 'nsfw': 116 (0.0%) + 'http://thumbs.reddit.com/t3_ggslw.png': 1 (0.0%) + 'http://thumbs.reddit.com/t3_ggslu.png': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 971,371/971,371 (100.0%) +Types: bool:971,371 +Booleans: true:0 (0.0%), false:971,371 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 971,371/971,371 (100.0%) +Types: str:971,371 +String length avg: 7.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 2,094 (0.2%) + 't5_2qh0u': 608 (0.1%) + 't5_2qqlo': 511 (0.1%) + 't5_2qh33': 423 (0.0%) + 't5_2qh1i': 414 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 971,371/971,371 (100.0%) +Types: int:971,371 +Numeric values: 971,371 total +Numeric range: min:-1, max:23,315, avg:33.4 +Numeric std dev: 289.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 971,371/971,371 (100.0%) +Types: NoneType:971,371 +Null/Empty: null:971,371 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 971,371/971,371 (100.0%) +Types: int:971,371 +Numeric values: 971,371 total +Numeric range: min:0, max:4,087, avg:13.5 +Numeric std dev: 77.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 971,371/971,371 (100.0%) +Types: NoneType:751,121, str:220,250 +Null/Empty: null:751,121 +String length avg: 713.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 49 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 19 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 971,371/971,371 (100.0%) +Types: int:971,371 +Numeric values: 971,371 total +Numeric range: min:1,301,619,600, max:1,304,211,596, avg:1302896469.5 +Numeric std dev: 749304.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 971,371/971,371 (100.0%) +Types: bool:971,371 +Booleans: true:0 (0.0%), false:971,371 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 971,371/971,371 (100.0%) +Types: bool:971,371 +Booleans: true:25,861 (2.7%), false:945,510 (97.3%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 970,382/971,371 (99.9%) +Types: str:970,382 +String length avg: 9.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 500 (0.1%) + 'thetylanol': 47 (0.0%) + 'Bluetar': 10 (0.0%) + 'toyotabedzrock': 9 (0.0%) + 'Snack_troll': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 989/971,371 (0.1%) +Types: bool:989 +Booleans: true:989 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2011-05.jsonl +Analysis Time: 2026-01-15 06:35:58 +================================================================================ +Total lines: 1,081,578 +Processed lines: 1,081,578 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 1,081,578/1,081,578 (100.0%) +Types: int:1,081,578 +Numeric values: 1,081,578 total +Numeric range: min:-2, max:28,845, avg:24.9 +Numeric std dev: 268.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 1,081,578/1,081,578 (100.0%) +Types: NoneType:1,081,486, str:92 +Null/Empty: null:1,081,486, empty_str:2 +String length avg: 7.8 +Unique strings tracked: 44 +Top 5 string values: + 'Solved': 23 (25.6%) + 'SSS': 4 (4.4%) + '[askreddit]': 4 (4.4%) + 'Physics': 3 (3.3%) + 'video': 3 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 1,081,578/1,081,578 (100.0%) +Types: NoneType:1,080,214, str:1,364 +Null/Empty: null:1,080,214 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 1,353 (99.2%) + 'admin': 11 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 1,081,578/1,081,578 (100.0%) +Types: NoneType:990,968, dict:90,610 +Null/Empty: null:990,968 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 1,081,578/1,081,578 (100.0%) +Types: str:1,081,578 +String length avg: 65.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.reddit.com/r/leaves': 2 (0.0%) + 'http://i.imgur.com/eAG39.jpg': 2 (0.0%) + 'http://imgur.com/EoeL7': 2 (0.0%) + 'http://www.youtube.com/watch?v=VZrnjevlx4g&fea...': 2 (0.0%) + 'http://yfrog.com/h2fgtuuoj': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 1,081,578/1,081,578 (100.0%) +Types: NoneType:1,081,504, str:74 +Null/Empty: null:1,081,504, empty_str:12 +String length avg: 7.5 +Unique strings tracked: 25 +Top 5 string values: + 'solvedcase': 22 (35.5%) + 'physics': 3 (4.8%) + 'video': 3 (4.8%) + 'pc': 3 (4.8%) + 'game': 2 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 1,081,578/1,081,578 (100.0%) +Types: str:1,081,578 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'h1opz': 1 (0.0%) + 'h1opy': 1 (0.0%) + 'h1opx': 1 (0.0%) + 'h1opw': 1 (0.0%) + 'h1opv': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 1,081,578/1,081,578 (100.0%) +Types: bool:1,081,494, int:84 +Booleans: true:32,656 (3.0%), false:1,048,838 (97.0%) +Numeric values: 84 total +Numeric range: min:1,337,170,507, max:1,374,134,932, avg:1353332629.9 +Numeric std dev: 10665247.9 +Unique numbers tracked: 84 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 1,081,578/1,081,578 (100.0%) +Types: NoneType:1,081,578 +Null/Empty: null:1,081,578 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 1,081,578/1,081,578 (100.0%) +Types: int:1,081,578 +Numeric values: 1,081,578 total +Numeric range: min:1,304,208,001, max:1,306,886,398, avg:1305552039.9 +Numeric std dev: 772849.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 1,081,578/1,081,578 (100.0%) +Types: NoneType:1,081,578 +Null/Empty: null:1,081,578 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 1,081,578/1,081,578 (100.0%) +Types: str:1,081,578 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_h1opz': 1 (0.0%) + 't3_h1opy': 1 (0.0%) + 't3_h1opx': 1 (0.0%) + 't3_h1opw': 1 (0.0%) + 't3_h1opv': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 1,081,578/1,081,578 (100.0%) +Types: str:1,081,578 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 1,230 (0.1%) + 'pics': 524 (0.0%) + 'fffffffuuuuuuuuuuuu': 417 (0.0%) + 'AskReddit': 410 (0.0%) + 'funny': 290 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 1,081,578/1,081,578 (100.0%) +Types: str:1,081,578 +String length avg: 54.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I found myself looking at the random chaos in my a...': 5 (0.0%) + 'TIL there's a subreddit for people trying to quit ...': 2 (0.0%) + 'Telephasic Workshop- Listen to whole song and tell...': 2 (0.0%) + 'Absolute Proof that Ron Paul doesn't believe in Ev...': 2 (0.0%) + 'An unlikely pair.....': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 1,081,578/1,081,578 (100.0%) +Types: NoneType:1,028,515, str:53,063 +Null/Empty: null:1,028,515, empty_str:11,104 +String length avg: 15.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Janitor': 310 (0.7%) + 'Protoss': 31 (0.1%) + 'TARDIS': 22 (0.1%) + 'I'ma taking pics of you spammers': 19 (0.0%) + 'Tangerine Dream': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 1,081,578/1,081,578 (100.0%) +Types: bool:1,081,578 +Booleans: true:288,965 (26.7%), false:792,613 (73.3%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 1,081,578/1,081,578 (100.0%) +Types: dict:1,081,578 +Null/Empty: empty_obj:990,969 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 1,081,578/1,081,578 (100.0%) +Types: str:1,081,578 +String length avg: 65.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/pics/comments/h1opz/this_is_a_creation_from_the...': 1 (0.0%) + '/r/pics/comments/h1opy/my_rejected_tron_legacy_pos...': 1 (0.0%) + '/r/LadyBoners/comments/h1opx/ladies_i_give_you_rod...': 1 (0.0%) + '/r/Israel/comments/h1opw/the_attack_on_lara_logan_...': 1 (0.0%) + '/r/electronicmusic/comments/h1opv/i_bought_some_ne...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 1,081,578/1,081,578 (100.0%) +Types: NoneType:1,027,455, str:54,123 +Null/Empty: null:1,027,455, empty_str:8,483 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'jansmall': 324 (0.7%) + 'blueshroom': 70 (0.2%) + 'mflb': 56 (0.1%) + 'default': 53 (0.1%) + 'speedo-blue': 51 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 1,081,578/1,081,578 (100.0%) +Types: str:1,081,578 +Null/Empty: empty_str:850,050 +String length avg: 550.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/oQQZd.jpg +http://i.imgur.com/o4...': 5 (0.0%) + 'This is probably because I haven't figured out exa...': 2 (0.0%) + '* Don't take things personally +* Be your self arou...': 2 (0.0%) + 'I want to start a lifting routine that will help m...': 2 (0.0%) + 'I mean, when you really examine the series almost ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 1,081,578/1,081,578 (100.0%) +Types: str:1,081,578 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 424 (0.0%) + 'youtube.com': 304 (0.0%) + 'imgur.com': 209 (0.0%) + 'self.AskReddit': 182 (0.0%) + 'reddit.com': 67 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 1,081,578/1,081,578 (100.0%) +Types: int:1,081,578 +Numeric values: 1,081,578 total +Numeric range: min:-24, max:13,980, avg:7.6 +Numeric std dev: 60.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 1,081,578/1,081,578 (100.0%) +Types: NoneType:1,081,559, bool:19 +Null/Empty: null:1,081,559 +Booleans: true:19 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 1,081,578/1,081,578 (100.0%) +Types: bool:1,081,578 +Booleans: true:0 (0.0%), false:1,081,578 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 1,081,578/1,081,578 (100.0%) +Types: str:1,081,578 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,932 (0.2%) + 'self': 748 (0.1%) + 'nsfw': 115 (0.0%) + 'http://thumbs.reddit.com/t3_h1opz.png': 1 (0.0%) + 'http://thumbs.reddit.com/t3_h1opx.png': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 1,081,578/1,081,578 (100.0%) +Types: bool:1,081,578 +Booleans: true:0 (0.0%), false:1,081,578 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 1,081,578/1,081,578 (100.0%) +Types: str:1,081,578 +String length avg: 7.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 1,230 (0.1%) + 't5_2qh0u': 524 (0.0%) + 't5_2qqlo': 417 (0.0%) + 't5_2qh1i': 410 (0.0%) + 't5_2qh33': 290 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 1,081,578/1,081,578 (100.0%) +Types: int:1,081,578 +Numeric values: 1,081,578 total +Numeric range: min:-1, max:31,939, avg:38.9 +Numeric std dev: 336.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 1,081,578/1,081,578 (100.0%) +Types: NoneType:1,081,578 +Null/Empty: null:1,081,578 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 1,081,578/1,081,578 (100.0%) +Types: int:1,081,578 +Numeric values: 1,081,578 total +Numeric range: min:0, max:5,419, avg:14.3 +Numeric std dev: 78.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 1,081,578/1,081,578 (100.0%) +Types: NoneType:841,621, str:239,957 +Null/Empty: null:841,621 +String length avg: 716.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 47 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 5 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><ul&...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 1,081,578/1,081,578 (100.0%) +Types: int:1,081,578 +Numeric values: 1,081,578 total +Numeric range: min:1,304,211,601, max:1,306,889,998, avg:1305555639.9 +Numeric std dev: 772849.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 1,081,578/1,081,578 (100.0%) +Types: bool:1,081,578 +Booleans: true:0 (0.0%), false:1,081,578 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 1,081,578/1,081,578 (100.0%) +Types: bool:1,081,578 +Booleans: true:31,592 (2.9%), false:1,049,986 (97.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 1,080,472/1,081,578 (99.9%) +Types: str:1,080,472 +String length avg: 9.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 489 (0.0%) + 'davidreiss666': 17 (0.0%) + 'telldrak': 16 (0.0%) + 'Wombatapult': 5 (0.0%) + 'camopdude': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,106/1,081,578 (0.1%) +Types: bool:1,106 +Booleans: true:1,106 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2011-06.jsonl +Analysis Time: 2026-01-15 06:36:50 +================================================================================ +Total lines: 1,153,048 +Processed lines: 1,153,048 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 1,153,048/1,153,048 (100.0%) +Types: int:1,153,048 +Numeric values: 1,153,048 total +Numeric range: min:-1, max:27,002, avg:26.6 +Numeric std dev: 282.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 1,153,048/1,153,048 (100.0%) +Types: NoneType:1,152,917, str:131 +Null/Empty: null:1,152,917, empty_str:1 +String length avg: 9.2 +Unique strings tracked: 59 +Top 5 string values: + 'Solved': 27 (20.8%) + '(Quran / Hadith)': 13 (10.0%) + 'Finished Munny': 5 (3.8%) + 'Mod Raven': 5 (3.8%) + '[askreddit]': 4 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 1,153,048/1,153,048 (100.0%) +Types: NoneType:1,151,473, str:1,575 +Null/Empty: null:1,151,473 +String length avg: 8.9 +Unique strings tracked: 2 +String values distribution: + 'moderator': 1,542 (97.9%) + 'admin': 33 (2.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 1,153,048/1,153,048 (100.0%) +Types: NoneType:1,057,826, dict:95,222 +Null/Empty: null:1,057,826 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 1,153,048/1,153,048 (100.0%) +Types: str:1,153,048 +String length avg: 65.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.engadget.com/2011/06/01/microsoft-unvei...': 4 (0.0%) + 'http://www.youtube.com/watch?v=GBzSqGc033A': 3 (0.0%) + 'http://www.youtube.com/watch?v=p92QfWOw88I': 3 (0.0%) + 'http://www.youtube.com/watch?v=nKCxcsIzX7U&fea...': 2 (0.0%) + 'http://i.imgur.com/VLefD.png': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 1,153,048/1,153,048 (100.0%) +Types: NoneType:1,152,937, str:111 +Null/Empty: null:1,152,937, empty_str:20 +String length avg: 8.0 +Unique strings tracked: 32 +Top 5 string values: + 'solvedcase': 26 (28.6%) + 'scriptures': 13 (14.3%) + 'mod-raven': 5 (5.5%) + 's-s1': 3 (3.3%) + 'game': 3 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 1,153,048/1,153,048 (100.0%) +Types: str:1,153,048 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hphrr': 1 (0.0%) + 'hphrq': 1 (0.0%) + 'hphrp': 1 (0.0%) + 'hphro': 1 (0.0%) + 'hphrn': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 1,153,048/1,153,048 (100.0%) +Types: bool:1,152,897, int:151 +Booleans: true:36,541 (3.2%), false:1,116,356 (96.8%) +Numeric values: 151 total +Numeric range: min:1,337,058,085, max:1,374,090,150, avg:1353786231.7 +Numeric std dev: 9736253.5 +Unique numbers tracked: 151 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 1,153,048/1,153,048 (100.0%) +Types: NoneType:1,153,048 +Null/Empty: null:1,153,048 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 1,153,048/1,153,048 (100.0%) +Types: int:1,153,048 +Numeric values: 1,153,048 total +Numeric range: min:1,306,886,402, max:1,309,478,397, avg:1308217926.9 +Numeric std dev: 754578.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 1,153,048/1,153,048 (100.0%) +Types: NoneType:1,153,048 +Null/Empty: null:1,153,048 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 1,153,048/1,153,048 (100.0%) +Types: str:1,153,048 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_hphrr': 1 (0.0%) + 't3_hphrq': 1 (0.0%) + 't3_hphrp': 1 (0.0%) + 't3_hphro': 1 (0.0%) + 't3_hphrn': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 1,153,048/1,153,048 (100.0%) +Types: str:1,153,048 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 1,284 (0.1%) + 'pics': 417 (0.0%) + 'fffffffuuuuuuuuuuuu': 363 (0.0%) + 'AskReddit': 327 (0.0%) + 'funny': 226 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 1,153,048/1,153,048 (100.0%) +Types: str:1,153,048 +String length avg: 54.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Creeper Troll Cat': 3 (0.0%) + 'Nigga Treyshon': 2 (0.0%) + 'Four Fathers': 2 (0.0%) + 'Forever alone kitty': 2 (0.0%) + 'Simple ad-free Bible online': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 1,153,048/1,153,048 (100.0%) +Types: NoneType:1,089,949, str:63,099 +Null/Empty: null:1,089,949, empty_str:13,743 +String length avg: 15.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Janitor': 174 (0.4%) + 'purveyor of pictures': 56 (0.1%) + 'Backpacker Extraordinaire': 33 (0.1%) + 'Zerg': 31 (0.1%) + 'Currently not in the office': 31 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 1,153,048/1,153,048 (100.0%) +Types: bool:1,153,048 +Booleans: true:325,856 (28.3%), false:827,192 (71.7%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 1,153,048/1,153,048 (100.0%) +Types: dict:1,153,048 +Null/Empty: empty_obj:1,057,829 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 1,153,048/1,153,048 (100.0%) +Types: str:1,153,048 +String length avg: 64.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/gaming/comments/hphrr/i_finally_did_it_guys_aft...': 1 (0.0%) + '/r/woahdude/comments/hphrq/webmd_your_accuracy_ama...': 1 (0.0%) + '/r/askscience/comments/hphrp/expansion_of_the_univ...': 1 (0.0%) + '/r/trees/comments/hphro/hey_ents_do_you_ever_get_s...': 1 (0.0%) + '/r/Jokes/comments/hphrn/shaking_hands/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 1,153,048/1,153,048 (100.0%) +Types: NoneType:1,087,457, str:65,591 +Null/Empty: null:1,087,457, empty_str:11,573 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'jansmall': 291 (0.5%) + 'Z': 53 (0.1%) + 'P': 47 (0.1%) + 'mflb': 46 (0.1%) + 'blueshroom': 45 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 1,153,048/1,153,048 (100.0%) +Types: str:1,153,048 +Null/Empty: empty_str:895,480 +String length avg: 546.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'In other words make it so that people who visit we...': 2 (0.0%) + 'Hey Pop, + +I know this is going to sound cheesy as ...': 2 (0.0%) + 'I'm not sure if I am wording this correctly, but w...': 2 (0.0%) + 'The [raisin bread model](https://secure.wikimedia....': 1 (0.0%) + '3 guys discussing their hangover after last night:...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 1,153,048/1,153,048 (100.0%) +Types: str:1,153,048 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 273 (0.0%) + 'youtube.com': 213 (0.0%) + 'imgur.com': 170 (0.0%) + 'self.AskReddit': 126 (0.0%) + 'self.reddit.com': 60 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 1,153,048/1,153,048 (100.0%) +Types: int:1,153,048 +Numeric values: 1,153,048 total +Numeric range: min:-342, max:18,098, avg:7.9 +Numeric std dev: 67.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 1,153,048/1,153,048 (100.0%) +Types: NoneType:1,153,045, bool:3 +Null/Empty: null:1,153,045 +Booleans: true:3 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 1,153,048/1,153,048 (100.0%) +Types: bool:1,153,048 +Booleans: true:0 (0.0%), false:1,153,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 1,153,048/1,153,048 (100.0%) +Types: str:1,153,048 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,282 (0.2%) + 'self': 730 (0.1%) + 'nsfw': 125 (0.0%) + 'http://thumbs.reddit.com/t3_hphro.png': 1 (0.0%) + 'http://thumbs.reddit.com/t3_hphrl.png': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 1,153,048/1,153,048 (100.0%) +Types: bool:1,153,048 +Booleans: true:0 (0.0%), false:1,153,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 1,153,048/1,153,048 (100.0%) +Types: str:1,153,048 +String length avg: 7.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 1,284 (0.1%) + 't5_2qh0u': 417 (0.0%) + 't5_2qqlo': 363 (0.0%) + 't5_2qh1i': 327 (0.0%) + 't5_2qh33': 226 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 1,153,048/1,153,048 (100.0%) +Types: int:1,153,048 +Numeric values: 1,153,048 total +Numeric range: min:-3, max:30,000, avg:41.6 +Numeric std dev: 350.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 1,153,048/1,153,048 (100.0%) +Types: NoneType:1,153,048 +Null/Empty: null:1,153,048 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 1,153,048/1,153,048 (100.0%) +Types: int:1,153,048 +Numeric values: 1,153,048 total +Numeric range: min:0, max:4,036, avg:15.4 +Numeric std dev: 83.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 1,153,048/1,153,048 (100.0%) +Types: NoneType:886,693, str:266,355 +Null/Empty: null:886,693 +String length avg: 713.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 42 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"></di...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 1,153,048/1,153,048 (100.0%) +Types: int:1,153,048 +Numeric values: 1,153,048 total +Numeric range: min:1,306,890,002, max:1,309,481,997, avg:1308221526.9 +Numeric std dev: 754578.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 1,153,048/1,153,048 (100.0%) +Types: bool:1,153,048 +Booleans: true:0 (0.0%), false:1,153,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 1,153,048/1,153,048 (100.0%) +Types: bool:1,153,048 +Booleans: true:35,358 (3.1%), false:1,117,690 (96.9%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 1,151,770/1,153,048 (99.9%) +Types: str:1,151,770 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 536 (0.0%) + 'pornsis': 11 (0.0%) + 'milfmap': 9 (0.0%) + 'Orangutan': 9 (0.0%) + 'Kylde': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,278/1,153,048 (0.1%) +Types: bool:1,278 +Booleans: true:1,278 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2011-07.jsonl +Analysis Time: 2026-01-15 06:37:47 +================================================================================ +Total lines: 1,264,991 +Processed lines: 1,264,991 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 1,264,991/1,264,991 (100.0%) +Types: int:1,264,991 +Numeric values: 1,264,991 total +Numeric range: min:-1, max:28,588, avg:29.4 +Numeric std dev: 306.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 1,264,991/1,264,991 (100.0%) +Types: NoneType:1,264,872, str:119 +Null/Empty: null:1,264,872, empty_str:2 +String length avg: 8.9 +Unique strings tracked: 50 +Top 5 string values: + 'Solved': 33 (28.2%) + '(Quran / Hadith)': 13 (11.1%) + '[askreddit]': 5 (4.3%) + 'SSS': 5 (4.3%) + 'Biology': 5 (4.3%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 1,264,991/1,264,991 (100.0%) +Types: NoneType:1,263,154, str:1,837 +Null/Empty: null:1,263,154 +String length avg: 8.9 +Unique strings tracked: 2 +String values distribution: + 'moderator': 1,787 (97.3%) + 'admin': 50 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 1,264,991/1,264,991 (100.0%) +Types: NoneType:1,159,553, dict:105,438 +Null/Empty: null:1,159,553 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 1,264,991/1,264,991 (100.0%) +Types: str:1,264,991 +String length avg: 64.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://problogic.wordpress.com/2011/07/01/american...': 3 (0.0%) + 'http://the-diplomat.com/2011/06/09/is-china-trying...': 3 (0.0%) + 'http://product-boy.com/2011/07/01/the-most-visuall...': 3 (0.0%) + 'http://pc.gamespy.com/pc/guild-wars-2/1179074p1.ht...': 3 (0.0%) + 'http://www.thedailyshow.com/watch/thu-june-30-2011...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 1,264,991/1,264,991 (100.0%) +Types: NoneType:1,264,889, str:102 +Null/Empty: null:1,264,889, empty_str:20 +String length avg: 8.4 +Unique strings tracked: 28 +Top 5 string values: + 'solvedcase': 31 (37.8%) + 'scriptures': 13 (15.9%) + 'bio': 5 (6.1%) + 'resolved': 3 (3.7%) + 'astro': 2 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 1,264,991/1,264,991 (100.0%) +Types: str:1,264,991 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'iemqy': 1 (0.0%) + 'iemqx': 1 (0.0%) + 'iemqw': 1 (0.0%) + 'iemqv': 1 (0.0%) + 'iemqu': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 1,264,991/1,264,991 (100.0%) +Types: bool:1,264,804, int:187 +Booleans: true:42,206 (3.3%), false:1,222,598 (96.7%) +Numeric values: 187 total +Numeric range: min:1,337,179,158, max:1,373,115,968, avg:1351017000.8 +Numeric std dev: 9695344.3 +Unique numbers tracked: 187 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 1,264,991/1,264,991 (100.0%) +Types: NoneType:1,264,991 +Null/Empty: null:1,264,991 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 1,264,991/1,264,991 (100.0%) +Types: int:1,264,991 +Numeric values: 1,264,991 total +Numeric range: min:1,309,478,403, max:1,312,156,797, avg:1310842167.4 +Numeric std dev: 758051.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 1,264,991/1,264,991 (100.0%) +Types: NoneType:1,264,991 +Null/Empty: null:1,264,991 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 1,264,991/1,264,991 (100.0%) +Types: str:1,264,991 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_iemqy': 1 (0.0%) + 't3_iemqx': 1 (0.0%) + 't3_iemqw': 1 (0.0%) + 't3_iemqv': 1 (0.0%) + 't3_iemqu': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 1,264,991/1,264,991 (100.0%) +Types: str:1,264,991 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 1,073 (0.1%) + 'pics': 446 (0.0%) + 'fffffffuuuuuuuuuuuu': 313 (0.0%) + 'AskReddit': 307 (0.0%) + 'funny': 227 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 1,264,991/1,264,991 (100.0%) +Types: str:1,264,991 +String length avg: 53.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'America's newest bohemian hotspot is...?': 3 (0.0%) + 'Guild Wars 2 wins over "Fuck Guild Wars" Ryan Scot...': 3 (0.0%) + 'Mark Halperin Calls Obama A Dick — Time Magazine's...': 3 (0.0%) + 'Obama's Justice Department issues memo -- They are...': 3 (0.0%) + 'Living next to an airport.': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 1,264,991/1,264,991 (100.0%) +Types: NoneType:1,190,163, str:74,828 +Null/Empty: null:1,190,163, empty_str:17,422 +String length avg: 15.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Janitor': 165 (0.3%) + 'Backpacker Extraordinaire': 143 (0.2%) + 'Dives deeper for spam': 37 (0.1%) + 'Spends way too much time here :)': 25 (0.0%) + 'Zerg': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 1,264,991/1,264,991 (100.0%) +Types: bool:1,264,991 +Booleans: true:351,322 (27.8%), false:913,669 (72.2%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 1,264,991/1,264,991 (100.0%) +Types: dict:1,264,991 +Null/Empty: empty_obj:1,159,554 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 1,264,991/1,264,991 (100.0%) +Types: str:1,264,991 +String length avg: 64.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/politics/comments/iemqy/romney_signs_pledge_say...': 1 (0.0%) + '/r/reddit.com/comments/iemqx/my_experience_at_milw...': 1 (0.0%) + '/r/funny/comments/iemqw/oh_good_theres_a_sale_on_d...': 1 (0.0%) + '/r/reddit.com/comments/iemqv/allow_your_clients_se...': 1 (0.0%) + '/r/gonewild/comments/iemqu/me_and_my_weights/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 1,264,991/1,264,991 (100.0%) +Types: NoneType:1,185,429, str:79,562 +Null/Empty: null:1,185,429, empty_str:14,275 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'jansmall': 209 (0.3%) + 'shroom': 63 (0.1%) + 'mflb': 53 (0.1%) + 'default': 45 (0.1%) + 'Z': 36 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 1,264,991/1,264,991 (100.0%) +Types: str:1,264,991 +Null/Empty: empty_str:973,745 +String length avg: 551.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I missed the date the Vancouver tickets went on sa...': 2 (0.0%) + 'I have agreed to a friendly wager as to whether or...': 2 (0.0%) + 'Do you just get dropped from the game? Disconnecte...': 2 (0.0%) + 'Hey Guys. All you athletic types out there or anyo...': 2 (0.0%) + 'I've posted enough of these. You know the drill. T...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 1,264,991/1,264,991 (100.0%) +Types: str:1,264,991 +String length avg: 13.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 426 (0.0%) + 'youtube.com': 217 (0.0%) + 'imgur.com': 208 (0.0%) + 'self.AskReddit': 138 (0.0%) + 'self.firstworldproblems': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 1,264,991/1,264,991 (100.0%) +Types: int:1,264,991 +Numeric values: 1,264,991 total +Numeric range: min:-1, max:10,621, avg:7.8 +Numeric std dev: 55.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 1,264,991/1,264,991 (100.0%) +Types: NoneType:1,264,987, bool:4 +Null/Empty: null:1,264,987 +Booleans: true:4 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 1,264,991/1,264,991 (100.0%) +Types: bool:1,264,991 +Booleans: true:0 (0.0%), false:1,264,991 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 1,264,991/1,264,991 (100.0%) +Types: str:1,264,991 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,765 (0.1%) + 'self': 762 (0.1%) + 'nsfw': 131 (0.0%) + 'http://thumbs.reddit.com/t3_iemqx.png': 1 (0.0%) + 'http://thumbs.reddit.com/t3_iemqn.png': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 1,264,991/1,264,991 (100.0%) +Types: bool:1,264,991 +Booleans: true:0 (0.0%), false:1,264,991 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 1,264,991/1,264,991 (100.0%) +Types: str:1,264,991 +String length avg: 7.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 1,073 (0.1%) + 't5_2qh0u': 446 (0.0%) + 't5_2qqlo': 313 (0.0%) + 't5_2qh1i': 307 (0.0%) + 't5_2qh33': 227 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 1,264,991/1,264,991 (100.0%) +Types: int:1,264,991 +Numeric values: 1,264,991 total +Numeric range: min:-2, max:36,494, avg:43.6 +Numeric std dev: 374.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 1,264,991/1,264,991 (100.0%) +Types: NoneType:1,264,991 +Null/Empty: null:1,264,991 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 1,264,991/1,264,991 (100.0%) +Types: int:1,264,991 +Numeric values: 1,264,991 total +Numeric range: min:0, max:10,263, avg:14.8 +Numeric std dev: 79.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 1,264,991/1,264,991 (100.0%) +Types: NoneType:965,363, str:299,628 +Null/Empty: null:965,363 +String length avg: 724.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 31 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 1,264,991/1,264,991 (100.0%) +Types: int:1,264,991 +Numeric values: 1,264,991 total +Numeric range: min:1,309,482,003, max:1,312,160,397, avg:1310845767.4 +Numeric std dev: 758051.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 1,264,991/1,264,991 (100.0%) +Types: bool:1,264,991 +Booleans: true:0 (0.0%), false:1,264,991 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 1,264,991/1,264,991 (100.0%) +Types: bool:1,264,991 +Booleans: true:42,962 (3.4%), false:1,222,029 (96.6%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 1,263,936/1,264,991 (99.9%) +Types: str:1,263,936 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 507 (0.0%) + 'davidreiss666': 14 (0.0%) + 'shallah': 10 (0.0%) + 'heellover': 7 (0.0%) + 'yesitsme123': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,055/1,264,991 (0.1%) +Types: bool:1,055 +Booleans: true:1,055 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2011-08.jsonl +Analysis Time: 2026-01-15 06:38:51 +================================================================================ +Total lines: 1,448,347 +Processed lines: 1,448,347 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 1,448,347/1,448,347 (100.0%) +Types: int:1,448,347 +Numeric values: 1,448,347 total +Numeric range: min:-1, max:28,349, avg:29.9 +Numeric std dev: 328.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 1,448,347/1,448,347 (100.0%) +Types: NoneType:1,448,185, str:162 +Null/Empty: null:1,448,185, empty_str:2 +String length avg: 7.3 +Unique strings tracked: 66 +Top 5 string values: + 'Solved': 54 (33.8%) + 'Rise': 11 (6.9%) + 'SOLVED': 5 (3.1%) + 'TV': 5 (3.1%) + 'SSS': 4 (2.5%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 1,448,347/1,448,347 (100.0%) +Types: NoneType:1,445,720, str:2,627 +Null/Empty: null:1,445,720 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 2,603 (99.1%) + 'admin': 24 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 1,448,347/1,448,347 (100.0%) +Types: NoneType:1,325,884, dict:122,463 +Null/Empty: null:1,325,884 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 1,448,347/1,448,347 (100.0%) +Types: str:1,448,347 +String length avg: 64.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://soundcloud.com/lolillnevertell/always': 3 (0.0%) + 'http://www.alltheleft.org/?page_id=116': 3 (0.0%) + 'http://exm.nr/mUhcn5': 3 (0.0%) + 'http://i.imgur.com/PBfYo.png': 3 (0.0%) + 'http://www.cahilig.net/2011/07/29/100-best-free-an...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 1,448,347/1,448,347 (100.0%) +Types: NoneType:1,448,199, str:148 +Null/Empty: null:1,448,199, empty_str:14 +String length avg: 7.5 +Unique strings tracked: 42 +Top 5 string values: + 'solvedcase': 51 (38.1%) + 'rise': 11 (8.2%) + 'solved': 8 (6.0%) + 'resolved': 5 (3.7%) + 'TV': 5 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 1,448,347/1,448,347 (100.0%) +Types: str:1,448,347 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'j66ac': 1 (0.0%) + 'j66ab': 1 (0.0%) + 'j66aa': 1 (0.0%) + 'j66a9': 1 (0.0%) + 'j66a8': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 1,448,347/1,448,347 (100.0%) +Types: bool:1,448,091, int:256 +Booleans: true:51,916 (3.6%), false:1,396,175 (96.4%) +Numeric values: 256 total +Numeric range: min:1,337,179,148, max:1,373,058,653, avg:1351935579.7 +Numeric std dev: 9769623.6 +Unique numbers tracked: 256 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 1,448,347/1,448,347 (100.0%) +Types: NoneType:1,448,347 +Null/Empty: null:1,448,347 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 1,448,347/1,448,347 (100.0%) +Types: int:1,448,347 +Numeric values: 1,448,347 total +Numeric range: min:1,312,156,800, max:1,314,835,199, avg:1313516812.6 +Numeric std dev: 775845.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 1,448,347/1,448,347 (100.0%) +Types: NoneType:1,448,347 +Null/Empty: null:1,448,347 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 1,448,347/1,448,347 (100.0%) +Types: str:1,448,347 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_j66ac': 1 (0.0%) + 't3_j66ab': 1 (0.0%) + 't3_j66aa': 1 (0.0%) + 't3_j66a9': 1 (0.0%) + 't3_j66a8': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 1,448,347/1,448,347 (100.0%) +Types: str:1,448,347 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 983 (0.1%) + 'pics': 435 (0.0%) + 'AskReddit': 264 (0.0%) + 'fffffffuuuuuuuuuuuu': 251 (0.0%) + 'gaming': 179 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 1,448,347/1,448,347 (100.0%) +Types: str:1,448,347 +String length avg: 53.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '8 STEPS TO A KILLER BUSINESS PLAN': 3 (0.0%) + 'July issue of r/alltheleft zine.': 3 (0.0%) + '100 Best Free and High Quality Linux Games': 3 (0.0%) + 'Naked New Yorkers arrested for strippping down on ...': 2 (0.0%) + 'I wrote a song for my best friend, a girl who dump...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 1,448,347/1,448,347 (100.0%) +Types: NoneType:1,346,442, str:101,905 +Null/Empty: null:1,346,442, empty_str:23,779 +String length avg: 16.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Janitor': 90 (0.1%) + 'Spends way too much time here :)': 48 (0.1%) + 'Dives deeper for spam': 47 (0.1%) + 'Zerg': 41 (0.1%) + 'Protoss': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 1,448,347/1,448,347 (100.0%) +Types: bool:1,448,347 +Booleans: true:417,207 (28.8%), false:1,031,140 (71.2%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 1,448,347/1,448,347 (100.0%) +Types: dict:1,448,347 +Null/Empty: empty_obj:1,325,884 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 1,448,347/1,448,347 (100.0%) +Types: str:1,448,347 +String length avg: 64.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/trees/comments/j66ac/your_darn_right_we_can/': 1 (0.0%) + '/r/gaming/comments/j66ab/did_anyone_else_love_this...': 1 (0.0%) + '/r/running/comments/j66aa/good_pair_of_shoes_for_a...': 1 (0.0%) + '/r/firstworldproblems/comments/j66a9/i_dont_have_a...': 1 (0.0%) + '/r/AskReddit/comments/j66a8/do_you_remember_your_f...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 1,448,347/1,448,347 (100.0%) +Types: NoneType:1,343,518, str:104,829 +Null/Empty: null:1,343,518, empty_str:17,020 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Z': 95 (0.1%) + 'jansmall': 91 (0.1%) + 'P': 76 (0.1%) + 'default': 66 (0.1%) + 'T': 60 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 1,448,347/1,448,347 (100.0%) +Types: str:1,448,347 +Null/Empty: empty_str:1,100,842 +String length avg: 551.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Just wondering.': 2 (0.0%) + '....and go': 2 (0.0%) + 'We have the trade deadline coming up and I'm tryin...': 2 (0.0%) + 'Being a MC player since Alpha 1.0.17, I've noticed...': 2 (0.0%) + 'Flicking through the Discovery channels, Nat Geo e...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 1,448,347/1,448,347 (100.0%) +Types: str:1,448,347 +String length avg: 13.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 386 (0.0%) + 'youtube.com': 218 (0.0%) + 'imgur.com': 169 (0.0%) + 'self.AskReddit': 114 (0.0%) + 'self.reddit.com': 41 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 1,448,347/1,448,347 (100.0%) +Types: int:1,448,347 +Numeric values: 1,448,347 total +Numeric range: min:-5, max:13,144, avg:8.0 +Numeric std dev: 61.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 1,448,347/1,448,347 (100.0%) +Types: NoneType:1,448,337, bool:10 +Null/Empty: null:1,448,337 +Booleans: true:10 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 1,448,347/1,448,347 (100.0%) +Types: bool:1,448,347 +Booleans: true:0 (0.0%), false:1,448,347 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 1,448,347/1,448,347 (100.0%) +Types: str:1,448,347 +String length avg: 14.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,808 (0.1%) + 'self': 771 (0.1%) + 'nsfw': 100 (0.0%) + 'http://thumbs.reddit.com/t3_j66ac.png': 1 (0.0%) + 'http://thumbs.reddit.com/t3_j66a4.png': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 1,448,347/1,448,347 (100.0%) +Types: bool:1,448,347 +Booleans: true:0 (0.0%), false:1,448,347 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 1,448,347/1,448,347 (100.0%) +Types: str:1,448,347 +String length avg: 7.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 983 (0.1%) + 't5_2qh0u': 435 (0.0%) + 't5_2qh1i': 264 (0.0%) + 't5_2qqlo': 251 (0.0%) + 't5_2qh03': 179 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 1,448,347/1,448,347 (100.0%) +Types: int:1,448,347 +Numeric values: 1,448,347 total +Numeric range: min:-2, max:29,825, avg:44.5 +Numeric std dev: 396.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 1,448,347/1,448,347 (100.0%) +Types: NoneType:1,448,347 +Null/Empty: null:1,448,347 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 1,448,347/1,448,347 (100.0%) +Types: int:1,448,347 +Numeric values: 1,448,347 total +Numeric range: min:0, max:6,492, avg:15.1 +Numeric std dev: 81.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 1,448,347/1,448,347 (100.0%) +Types: NoneType:1,091,719, str:356,628 +Null/Empty: null:1,091,719 +String length avg: 732.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 19 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 1,448,347/1,448,347 (100.0%) +Types: int:1,448,347 +Numeric values: 1,448,347 total +Numeric range: min:1,312,160,400, max:1,314,838,799, avg:1313520412.6 +Numeric std dev: 775845.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 1,448,347/1,448,347 (100.0%) +Types: bool:1,448,347 +Booleans: true:0 (0.0%), false:1,448,347 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 1,448,347/1,448,347 (100.0%) +Types: bool:1,448,347 +Booleans: true:48,461 (3.3%), false:1,399,886 (96.7%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 1,447,285/1,448,347 (99.9%) +Types: str:1,447,285 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 516 (0.0%) + 'webcosmo2010': 8 (0.0%) + 'RoarkLeSkif': 6 (0.0%) + 'SidtheMagicLobster': 5 (0.0%) + 'misterthingy': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,062/1,448,347 (0.1%) +Types: bool:1,062 +Booleans: true:1,062 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2011-09.jsonl +Analysis Time: 2026-01-15 06:39:58 +================================================================================ +Total lines: 1,482,575 +Processed lines: 1,482,575 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 1,482,575/1,482,575 (100.0%) +Types: int:1,482,575 +Numeric values: 1,482,575 total +Numeric range: min:-1, max:38,304, avg:31.2 +Numeric std dev: 357.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 1,482,575/1,482,575 (100.0%) +Types: NoneType:1,482,402, str:173 +Null/Empty: null:1,482,402, empty_str:3 +String length avg: 8.1 +Unique strings tracked: 69 +Top 5 string values: + 'Solved': 63 (37.1%) + '[askreddit]': 8 (4.7%) + 'Console': 6 (3.5%) + 'Answered': 5 (2.9%) + 'Multi-Part': 5 (2.9%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 1,482,575/1,482,575 (100.0%) +Types: NoneType:1,480,087, str:2,488 +Null/Empty: null:1,480,087 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 2,467 (99.2%) + 'admin': 21 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 1,482,575/1,482,575 (100.0%) +Types: NoneType:1,363,412, dict:119,163 +Null/Empty: null:1,363,412 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 1,482,575/1,482,575 (100.0%) +Types: str:1,482,575 +String length avg: 64.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/GUzzX.jpg': 2 (0.0%) + 'http://www.youtube.com/watch?v=k9NyahmVjSQ': 2 (0.0%) + 'http://i.imgur.com/fcJdc.png': 2 (0.0%) + 'http://www.bbc.co.uk/news/mobile/technology-147480...': 2 (0.0%) + 'http://www.reddit.com/r/MensRights/comments/k15d8/...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 1,482,575/1,482,575 (100.0%) +Types: NoneType:1,482,424, str:151 +Null/Empty: null:1,482,424, empty_str:24 +String length avg: 8.4 +Unique strings tracked: 40 +Top 5 string values: + 'solvedcase': 56 (44.1%) + 'solved': 9 (7.1%) + 'resolved': 6 (4.7%) + 'console': 6 (4.7%) + 'youtube': 5 (3.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 1,482,575/1,482,575 (100.0%) +Types: str:1,482,575 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'k1vl7': 1 (0.0%) + 'k1vl6': 1 (0.0%) + 'k1vl5': 1 (0.0%) + 'k1vl4': 1 (0.0%) + 'k1vl3': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 1,482,575/1,482,575 (100.0%) +Types: bool:1,482,374, int:201 +Booleans: true:51,496 (3.5%), false:1,430,878 (96.5%) +Numeric values: 201 total +Numeric range: min:1,337,109,136, max:1,373,171,766, avg:1353568103.5 +Numeric std dev: 10306562.4 +Unique numbers tracked: 201 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 1,482,575/1,482,575 (100.0%) +Types: NoneType:1,482,575 +Null/Empty: null:1,482,575 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 1,482,575/1,482,575 (100.0%) +Types: int:1,482,575 +Numeric values: 1,482,575 total +Numeric range: min:1,314,835,200, max:1,317,427,199, avg:1316138771.6 +Numeric std dev: 751611.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 1,482,575/1,482,575 (100.0%) +Types: NoneType:1,482,575 +Null/Empty: null:1,482,575 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 1,482,575/1,482,575 (100.0%) +Types: str:1,482,575 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_k1vl7': 1 (0.0%) + 't3_k1vl6': 1 (0.0%) + 't3_k1vl5': 1 (0.0%) + 't3_k1vl4': 1 (0.0%) + 't3_k1vl3': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 1,482,575/1,482,575 (100.0%) +Types: str:1,482,575 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 1,005 (0.1%) + 'pics': 382 (0.0%) + 'fffffffuuuuuuuuuuuu': 245 (0.0%) + 'AskReddit': 238 (0.0%) + 'funny': 207 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 1,482,575/1,482,575 (100.0%) +Types: str:1,482,575 +String length avg: 52.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'No matter what you do in life you will never be as...': 2 (0.0%) + 'Join us in IRC for the Bucs vs. Redskins game- fre...': 2 (0.0%) + 'Scumbag Cat': 2 (0.0%) + '"Don't ever, never ever, call cps, they are man ha...': 2 (0.0%) + 'Lower Manhattan from the West Side (with Irene's c...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 1,482,575/1,482,575 (100.0%) +Types: NoneType:1,372,691, str:109,884 +Null/Empty: null:1,372,691, empty_str:30,042 +String length avg: 17.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Janitor': 95 (0.1%) + 'Protoss': 18 (0.0%) + 'Zerg': 17 (0.0%) + 'Backpacker Extraordinaire': 14 (0.0%) + 'Tangerine Dream': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 1,482,575/1,482,575 (100.0%) +Types: bool:1,482,575 +Booleans: true:419,451 (28.3%), false:1,063,124 (71.7%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 1,482,575/1,482,575 (100.0%) +Types: dict:1,482,575 +Null/Empty: empty_obj:1,363,412 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 1,482,575/1,482,575 (100.0%) +Types: str:1,482,575 +String length avg: 64.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/relationship_advice/comments/k1vl7/the_path_of_...': 1 (0.0%) + '/r/alternativeart/comments/k1vl6/skeletor_saves/': 1 (0.0%) + '/r/udel/comments/k1vl5/some_guy_with_a_reddit_shir...': 1 (0.0%) + '/r/tf2trade/comments/k1vl4/h_strange_jag_w_safenso...': 1 (0.0%) + '/r/GonewildRequest/comments/k1vl3/kneesocks/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 1,482,575/1,482,575 (100.0%) +Types: NoneType:1,373,331, str:109,244 +Null/Empty: null:1,373,331, empty_str:14,814 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'jansmall': 180 (0.2%) + 'default': 102 (0.1%) + 'mflb': 55 (0.1%) + 'treesblunt': 32 (0.0%) + 'SL': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 1,482,575/1,482,575 (100.0%) +Types: str:1,482,575 +Null/Empty: empty_str:1,131,092 +String length avg: 560.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://tf2b.com/76561198041011640': 2 (0.0%) + 'Here is the list. Contact me or reply to this thre...': 2 (0.0%) + 'So there are a few games I have interest in rangin...': 2 (0.0%) + 'http://www.instablogsimages.com/images/2010/03/24/...': 2 (0.0%) + 'I'm planning on heading out and grabbing some bamb...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 1,482,575/1,482,575 (100.0%) +Types: str:1,482,575 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 380 (0.0%) + 'youtube.com': 224 (0.0%) + 'imgur.com': 195 (0.0%) + 'self.AskReddit': 110 (0.0%) + 'self.firstworldproblems': 52 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 1,482,575/1,482,575 (100.0%) +Types: int:1,482,575 +Numeric values: 1,482,575 total +Numeric range: min:-1, max:15,757, avg:7.7 +Numeric std dev: 63.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 1,482,575/1,482,575 (100.0%) +Types: NoneType:1,482,561, bool:14 +Null/Empty: null:1,482,561 +Booleans: true:11 (78.6%), false:3 (21.4%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 1,482,575/1,482,575 (100.0%) +Types: bool:1,482,575 +Booleans: true:0 (0.0%), false:1,482,575 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 1,482,575/1,482,575 (100.0%) +Types: str:1,482,575 +String length avg: 15.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,274 (0.1%) + 'self': 593 (0.0%) + 'nsfw': 88 (0.0%) + 'http://thumbs.reddit.com/t3_k1vl6.png': 1 (0.0%) + 'http://thumbs.reddit.com/t3_k1vkr.png': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 1,482,575/1,482,575 (100.0%) +Types: bool:1,482,575 +Booleans: true:1 (0.0%), false:1,482,574 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 1,482,575/1,482,575 (100.0%) +Types: str:1,482,575 +String length avg: 7.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 1,005 (0.1%) + 't5_2qh0u': 382 (0.0%) + 't5_2qqlo': 245 (0.0%) + 't5_2qh1i': 238 (0.0%) + 't5_2qh33': 207 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 1,482,575/1,482,575 (100.0%) +Types: int:1,482,575 +Numeric values: 1,482,575 total +Numeric range: min:-2, max:42,696, avg:46.2 +Numeric std dev: 426.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 1,482,575/1,482,575 (100.0%) +Types: NoneType:1,482,575 +Null/Empty: null:1,482,575 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 1,482,575/1,482,575 (100.0%) +Types: int:1,482,575 +Numeric values: 1,482,575 total +Numeric range: min:0, max:8,927, avg:15.4 +Numeric std dev: 83.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 1,482,575/1,482,575 (100.0%) +Types: NoneType:1,121,505, str:361,070 +Null/Empty: null:1,121,505 +String length avg: 749.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 18 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 1,482,575/1,482,575 (100.0%) +Types: int:1,482,575 +Numeric values: 1,482,575 total +Numeric range: min:1,314,838,800, max:1,317,430,799, avg:1316142371.6 +Numeric std dev: 751611.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 1,482,575/1,482,575 (100.0%) +Types: bool:1,482,575 +Booleans: true:0 (0.0%), false:1,482,575 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 1,482,575/1,482,575 (100.0%) +Types: bool:1,482,575 +Booleans: true:52,806 (3.6%), false:1,429,769 (96.4%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 1,480,887/1,482,575 (99.9%) +Types: str:1,480,887 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 424 (0.0%) + 'reeds1999': 7 (0.0%) + 'elvisliveson': 5 (0.0%) + 'Mind_Virus': 4 (0.0%) + 'krispykrackers': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,688/1,482,575 (0.1%) +Types: bool:1,688 +Booleans: true:1,688 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2011-10.jsonl +Analysis Time: 2026-01-15 06:41:10 +================================================================================ +Total lines: 1,590,673 +Processed lines: 1,590,673 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 1,590,673/1,590,673 (100.0%) +Types: int:1,590,673 +Numeric values: 1,590,673 total +Numeric range: min:-2, max:59,467, avg:33.8 +Numeric std dev: 388.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 1,590,673/1,590,673 (100.0%) +Types: NoneType:1,590,467, str:206 +Null/Empty: null:1,590,467, empty_str:6 +String length avg: 7.3 +Unique strings tracked: 75 +Top 5 string values: + 'Solved': 75 (37.5%) + '[askreddit]': 7 (3.5%) + 'SSS': 5 (2.5%) + 'Open': 5 (2.5%) + 'pc': 4 (2.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 1,590,673/1,590,673 (100.0%) +Types: NoneType:1,588,169, str:2,504 +Null/Empty: null:1,588,169 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 2,479 (99.0%) + 'admin': 23 (0.9%) + 'special': 2 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 1,590,673/1,590,673 (100.0%) +Types: NoneType:1,458,167, dict:132,506 +Null/Empty: null:1,458,167 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 1,590,673/1,590,673 (100.0%) +Types: str:1,590,673 +String length avg: 64.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.libertarianatheist.com/10-religion/190-...': 4 (0.0%) + 'http://imgur.com/nW5KJ': 3 (0.0%) + 'http://www.youtube.com/watch?v=p1GVXsDtnRM&fea...': 2 (0.0%) + 'http://www.thewatchtowers.com/tunguska-the-ancient...': 2 (0.0%) + 'http://www.youtube.com/watch?v=8SbXgQqbOoU&fea...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 1,590,673/1,590,673 (100.0%) +Types: NoneType:1,590,489, str:184 +Null/Empty: null:1,590,489, empty_str:24 +String length avg: 8.3 +Unique strings tracked: 47 +Top 5 string values: + 'solvedcase': 73 (45.6%) + 'solved': 7 (4.4%) + 'notsolvedcase': 6 (3.8%) + 'pc': 4 (2.5%) + 'powerrankingslist': 4 (2.5%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 1,590,673/1,590,673 (100.0%) +Types: str:1,590,673 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'kxwt6': 1 (0.0%) + 'kxwt5': 1 (0.0%) + 'kxwt4': 1 (0.0%) + 'kxwt2': 1 (0.0%) + 'kxwt1': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 1,590,673/1,590,673 (100.0%) +Types: bool:1,590,409, int:264 +Booleans: true:61,693 (3.9%), false:1,528,716 (96.1%) +Numeric values: 264 total +Numeric range: min:1,337,114,786, max:1,373,151,991, avg:1351670022.9 +Numeric std dev: 9575730.8 +Unique numbers tracked: 264 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 1,590,673/1,590,673 (100.0%) +Types: NoneType:1,590,673 +Null/Empty: null:1,590,673 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 1,590,673/1,590,673 (100.0%) +Types: int:1,590,673 +Numeric values: 1,590,673 total +Numeric range: min:1,317,427,201, max:1,320,105,599, avg:1318784957.6 +Numeric std dev: 763624.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 1,590,673/1,590,673 (100.0%) +Types: NoneType:1,590,673 +Null/Empty: null:1,590,673 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 1,590,673/1,590,673 (100.0%) +Types: str:1,590,673 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_kxwt6': 1 (0.0%) + 't3_kxwt5': 1 (0.0%) + 't3_kxwt4': 1 (0.0%) + 't3_kxwt2': 1 (0.0%) + 't3_kxwt1': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 1,590,673/1,590,673 (100.0%) +Types: str:1,590,673 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 871 (0.1%) + 'pics': 386 (0.0%) + 'AskReddit': 245 (0.0%) + 'fffffffuuuuuuuuuuuu': 227 (0.0%) + 'funny': 199 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 1,590,673/1,590,673 (100.0%) +Types: str:1,590,673 +String length avg: 52.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Best iPad Apps': 5 (0.0%) + 'and Reviews': 5 (0.0%) + 'Latest iPad News': 4 (0.0%) + 'Why Statists Have To Dissuade People From Religion': 4 (0.0%) + 'Law School Goggles Rage': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 1,590,673/1,590,673 (100.0%) +Types: NoneType:1,459,953, str:130,720 +Null/Empty: null:1,459,953, empty_str:36,154 +String length avg: 17.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Janitor': 54 (0.1%) + 'Wet as': 27 (0.0%) + '+': 19 (0.0%) + 'Protoss': 17 (0.0%) + 'A good year for Brandy': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 1,590,673/1,590,673 (100.0%) +Types: bool:1,590,673 +Booleans: true:505,082 (31.8%), false:1,085,591 (68.2%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 1,590,673/1,590,673 (100.0%) +Types: dict:1,590,673 +Null/Empty: empty_obj:1,458,167 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 1,590,673/1,590,673 (100.0%) +Types: str:1,590,673 +String length avg: 64.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Minecraft/comments/kxwt6/i_put_in_a_world_on_my...': 1 (0.0%) + '/r/leagueoflegends/comments/kxwt5/anyone_care_to_d...': 1 (0.0%) + '/r/reddit.com/comments/kxwt4/redditors_wife_gives_...': 1 (0.0%) + '/r/reddit.com/comments/kxwt2/just_came_back_from_t...': 1 (0.0%) + '/r/politics/comments/kxwt1/why_is_sean_penn_protes...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 1,590,673/1,590,673 (100.0%) +Types: NoneType:1,455,553, str:135,120 +Null/Empty: null:1,455,553, empty_str:16,804 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 176 (0.1%) + 'pc': 97 (0.1%) + 'mflb': 76 (0.1%) + 'jansmall': 52 (0.0%) + 'Camera': 29 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 1,590,673/1,590,673 (100.0%) +Types: str:1,590,673 +Null/Empty: empty_str:1,166,847 +String length avg: 561.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '.': 2 (0.0%) + 'Oshawa's first BarCraft! All are welcome to come w...': 2 (0.0%) + 'I've built a few things in the past for my cats, b...': 2 (0.0%) + 'I'm sick of getting incompetent teammates who don'...': 1 (0.0%) + 'Hey reddit, I've got a problem. I haven't actually...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 1,590,673/1,590,673 (100.0%) +Types: str:1,590,673 +String length avg: 13.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 495 (0.0%) + 'imgur.com': 302 (0.0%) + 'youtube.com': 265 (0.0%) + 'self.AskReddit': 132 (0.0%) + 'self.reddit.com': 84 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 1,590,673/1,590,673 (100.0%) +Types: int:1,590,673 +Numeric values: 1,590,673 total +Numeric range: min:-1, max:15,823, avg:7.9 +Numeric std dev: 61.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 1,590,673/1,590,673 (100.0%) +Types: NoneType:1,590,664, bool:9 +Null/Empty: null:1,590,664 +Booleans: true:8 (88.9%), false:1 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 1,590,673/1,590,673 (100.0%) +Types: bool:1,590,673 +Booleans: true:0 (0.0%), false:1,590,673 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 1,590,673/1,590,673 (100.0%) +Types: str:1,590,673 +String length avg: 15.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,339 (0.1%) + 'self': 713 (0.0%) + 'nsfw': 119 (0.0%) + 'http://thumbs.reddit.com/t3_kxwt6.png': 1 (0.0%) + 'http://thumbs.reddit.com/t3_kxwt0.png': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 1,590,673/1,590,673 (100.0%) +Types: bool:1,590,673 +Booleans: true:0 (0.0%), false:1,590,673 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 1,590,673/1,590,673 (100.0%) +Types: str:1,590,673 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 871 (0.1%) + 't5_2qh0u': 386 (0.0%) + 't5_2qh1i': 245 (0.0%) + 't5_2qqlo': 227 (0.0%) + 't5_2qh33': 199 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 1,590,673/1,590,673 (100.0%) +Types: int:1,590,673 +Numeric values: 1,590,673 total +Numeric range: min:-1, max:62,720, avg:50.1 +Numeric std dev: 458.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 1,590,673/1,590,673 (100.0%) +Types: NoneType:1,590,673 +Null/Empty: null:1,590,673 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 1,590,673/1,590,673 (100.0%) +Types: int:1,590,673 +Numeric values: 1,590,673 total +Numeric range: min:0, max:4,877, avg:16.7 +Numeric std dev: 85.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 1,590,673/1,590,673 (100.0%) +Types: NoneType:1,153,603, str:437,070 +Null/Empty: null:1,153,603 +String length avg: 747.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 27 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 1,590,673/1,590,673 (100.0%) +Types: int:1,590,673 +Numeric values: 1,590,673 total +Numeric range: min:1,317,430,801, max:1,320,109,199, avg:1318788557.6 +Numeric std dev: 763624.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 1,590,673/1,590,673 (100.0%) +Types: bool:1,590,673 +Booleans: true:0 (0.0%), false:1,590,673 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 1,590,673/1,590,673 (100.0%) +Types: bool:1,590,673 +Booleans: true:58,963 (3.7%), false:1,531,710 (96.3%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 1,589,517/1,590,673 (99.9%) +Types: str:1,589,517 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 481 (0.0%) + 'deltora': 6 (0.0%) + 'raindowg1': 5 (0.0%) + 'ToughJuice17': 4 (0.0%) + 'magwier': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,156/1,590,673 (0.1%) +Types: bool:1,156 +Booleans: true:1,156 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2011-11.jsonl +Analysis Time: 2026-01-15 06:42:23 +================================================================================ +Total lines: 1,634,431 +Processed lines: 1,634,431 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 1,634,431/1,634,431 (100.0%) +Types: int:1,634,431 +Numeric values: 1,634,431 total +Numeric range: min:-1, max:37,790, avg:32.4 +Numeric std dev: 372.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 1,634,431/1,634,431 (100.0%) +Types: NoneType:1,634,178, str:253 +Null/Empty: null:1,634,178, empty_str:6 +String length avg: 8.2 +Unique strings tracked: 86 +Top 5 string values: + 'Solved': 73 (29.6%) + 'Music Video': 23 (9.3%) + 'Console': 11 (4.5%) + 'Identified': 6 (2.4%) + 'Power Rankings': 5 (2.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 1,634,431/1,634,431 (100.0%) +Types: NoneType:1,631,943, str:2,488 +Null/Empty: null:1,631,943 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 2,461 (98.9%) + 'admin': 24 (1.0%) + 'special': 3 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 1,634,431/1,634,431 (100.0%) +Types: NoneType:1,494,668, dict:139,763 +Null/Empty: null:1,494,668 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 1,634,431/1,634,431 (100.0%) +Types: str:1,634,431 +String length avg: 63.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.telegraph.co.uk/health/healthnews/88622...': 3 (0.0%) + 'http://www.youtube.com/watch?v=At1m6cPkIiw&hd=...': 2 (0.0%) + 'http://mari.tulane.edu/TMS/': 2 (0.0%) + 'http://www.adventuresinpoortaste.com/2011/11/01/th...': 2 (0.0%) + 'http://www.youtube.com/watch?v=Tbs2H8jhmKA': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 1,634,431/1,634,431 (100.0%) +Types: NoneType:1,634,198, str:233 +Null/Empty: null:1,634,198, empty_str:22 +String length avg: 8.2 +Unique strings tracked: 60 +Top 5 string values: + 'solvedcase': 65 (30.8%) + 'mvflair': 23 (10.9%) + 'solved': 11 (5.2%) + 'console': 11 (5.2%) + 'check': 6 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 1,634,431/1,634,431 (100.0%) +Types: str:1,634,431 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'lx24y': 1 (0.0%) + 'lx24x': 1 (0.0%) + 'lx24w': 1 (0.0%) + 'lx24v': 1 (0.0%) + 'lx24u': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 1,634,431/1,634,431 (100.0%) +Types: bool:1,634,154, int:277 +Booleans: true:60,093 (3.7%), false:1,574,061 (96.3%) +Numeric values: 277 total +Numeric range: min:1,337,065,242, max:1,372,040,308, avg:1351962579.9 +Numeric std dev: 10177994.0 +Unique numbers tracked: 277 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 1,634,431/1,634,431 (100.0%) +Types: NoneType:1,634,431 +Null/Empty: null:1,634,431 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 1,634,431/1,634,431 (100.0%) +Types: int:1,634,431 +Numeric values: 1,634,431 total +Numeric range: min:1,320,105,602, max:1,322,697,599, avg:1321397343.9 +Numeric std dev: 755993.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 1,634,431/1,634,431 (100.0%) +Types: NoneType:1,634,431 +Null/Empty: null:1,634,431 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 1,634,431/1,634,431 (100.0%) +Types: str:1,634,431 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_lx24y': 1 (0.0%) + 't3_lx24x': 1 (0.0%) + 't3_lx24w': 1 (0.0%) + 't3_lx24v': 1 (0.0%) + 't3_lx24u': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 1,634,431/1,634,431 (100.0%) +Types: str:1,634,431 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pics': 348 (0.0%) + 'funny': 310 (0.0%) + 'AskReddit': 282 (0.0%) + 'fffffffuuuuuuuuuuuu': 230 (0.0%) + 'trees': 170 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 1,634,431/1,634,431 (100.0%) +Types: str:1,634,431 +String length avg: 51.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The 9th Annual Tulane University Maya Symposium': 2 (0.0%) + 'The Most Baffling Storylines Vince McMahon Has Eve...': 2 (0.0%) + 'The real life Sim Pet (for the Sims 3 Pets game)': 2 (0.0%) + 'does that look cozy to you?': 2 (0.0%) + 'War Is Great for the 1% … But Makes the 99% Poorer...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 1,634,431/1,634,431 (100.0%) +Types: NoneType:1,487,033, str:147,398 +Null/Empty: null:1,487,033, empty_str:42,283 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'the atheism bot': 88 (0.1%) + 'The Janitor': 65 (0.1%) + 'purveyor of pictures': 20 (0.0%) + 'flair': 18 (0.0%) + 'Zerg': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 1,634,431/1,634,431 (100.0%) +Types: bool:1,634,431 +Booleans: true:509,113 (31.1%), false:1,125,318 (68.9%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 1,634,431/1,634,431 (100.0%) +Types: dict:1,634,431 +Null/Empty: empty_obj:1,494,668 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 1,634,431/1,634,431 (100.0%) +Types: str:1,634,431 +String length avg: 63.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Music/comments/lx24y/xpost_from_rvideos_music_v...': 1 (0.0%) + '/r/atheism/comments/lx24x/no_no_it_should_not/': 1 (0.0%) + '/r/lgbt/comments/lx24w/another_awkward_high_school...': 1 (0.0%) + '/r/Blowjobs/comments/lx24v/double_dick_blowjob/': 1 (0.0%) + '/r/gifs/comments/lx24u/godzilla_jump/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 1,634,431/1,634,431 (100.0%) +Types: NoneType:1,483,113, str:151,318 +Null/Empty: null:1,483,113, empty_str:20,948 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'jansmall': 207 (0.2%) + 'botflair': 122 (0.1%) + 'default': 118 (0.1%) + 'pc': 87 (0.1%) + 'mflb': 57 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 1,634,431/1,634,431 (100.0%) +Types: str:1,634,431 +Null/Empty: empty_str:1,206,060 +String length avg: 559.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I am having trouble weeding through the documents,...': 2 (0.0%) + 'After some discussion in [an earlier thread](http:...': 2 (0.0%) + 'Hi, my band [Ctrl+Alt+Delete](http://www.facebook....': 2 (0.0%) + '[Compare](https://www.google.com/search?hl=en&...': 2 (0.0%) + 'Title says it all. Bastion is the midweek madness,...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 1,634,431/1,634,431 (100.0%) +Types: str:1,634,431 +String length avg: 13.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 427 (0.0%) + 'imgur.com': 321 (0.0%) + 'youtube.com': 250 (0.0%) + 'self.AskReddit': 162 (0.0%) + 'qkme.me': 44 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 1,634,431/1,634,431 (100.0%) +Types: int:1,634,431 +Numeric values: 1,634,431 total +Numeric range: min:-1, max:13,129, avg:7.8 +Numeric std dev: 59.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 1,634,431/1,634,431 (100.0%) +Types: NoneType:1,634,418, bool:13 +Null/Empty: null:1,634,418 +Booleans: true:12 (92.3%), false:1 (7.7%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 1,634,431/1,634,431 (100.0%) +Types: bool:1,634,431 +Booleans: true:0 (0.0%), false:1,634,431 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 1,634,431/1,634,431 (100.0%) +Types: str:1,634,431 +String length avg: 19.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,592 (0.1%) + 'self': 721 (0.0%) + 'nsfw': 127 (0.0%) + 'http://d.thumbs.redditmedia.com/2uyNvDS_5IqX17ku.j...': 5 (0.0%) + 'http://c.thumbs.redditmedia.com/wVCBSJw5mTh1ntgP.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 1,634,431/1,634,431 (100.0%) +Types: bool:1,634,431 +Booleans: true:0 (0.0%), false:1,634,431 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 1,634,431/1,634,431 (100.0%) +Types: str:1,634,431 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh0u': 348 (0.0%) + 't5_2qh33': 310 (0.0%) + 't5_2qh1i': 282 (0.0%) + 't5_2qqlo': 230 (0.0%) + 't5_2r9vp': 170 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 1,634,431/1,634,431 (100.0%) +Types: int:1,634,431 +Numeric values: 1,634,431 total +Numeric range: min:-1, max:44,700, avg:50.6 +Numeric std dev: 450.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 1,634,431/1,634,431 (100.0%) +Types: NoneType:1,634,431 +Null/Empty: null:1,634,431 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 1,634,431/1,634,431 (100.0%) +Types: int:1,634,431 +Numeric values: 1,634,431 total +Numeric range: min:0, max:7,492, avg:18.6 +Numeric std dev: 94.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 1,634,431/1,634,431 (100.0%) +Types: NoneType:1,188,031, str:446,400 +Null/Empty: null:1,188,031 +String length avg: 734.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 44 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 1,634,431/1,634,431 (100.0%) +Types: int:1,634,431 +Numeric values: 1,634,431 total +Numeric range: min:1,320,109,202, max:1,322,697,599, avg:1321397996.1 +Numeric std dev: 755073.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 1,634,431/1,634,431 (100.0%) +Types: bool:1,634,431 +Booleans: true:0 (0.0%), false:1,634,431 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 1,634,431/1,634,431 (100.0%) +Types: bool:1,634,431 +Booleans: true:64,704 (4.0%), false:1,569,727 (96.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 1,632,500/1,634,431 (99.9%) +Types: str:1,632,500 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 474 (0.0%) + 'warningfromspace': 14 (0.0%) + 'iamtotalcrap': 5 (0.0%) + 'shallah': 4 (0.0%) + 'johnnr2': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,931/1,634,431 (0.1%) +Types: bool:1,931 +Booleans: true:1,931 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2011-12.jsonl +Analysis Time: 2026-01-15 06:43:42 +================================================================================ +Total lines: 1,772,219 +Processed lines: 1,772,219 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 1,772,219/1,772,219 (100.0%) +Types: int:1,772,219 +Numeric values: 1,772,219 total +Numeric range: min:-1, max:70,077, avg:31.9 +Numeric std dev: 400.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 1,772,219/1,772,219 (100.0%) +Types: NoneType:1,771,935, str:284 +Null/Empty: null:1,771,935, empty_str:5 +String length avg: 8.0 +Unique strings tracked: 115 +Top 5 string values: + 'Solved': 74 (26.5%) + '[askreddit]': 12 (4.3%) + 'Seeking': 10 (3.6%) + 'Hiring': 7 (2.5%) + 'Gone': 7 (2.5%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 1,772,219/1,772,219 (100.0%) +Types: NoneType:1,769,294, str:2,925 +Null/Empty: null:1,769,294 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 2,906 (99.4%) + 'admin': 16 (0.5%) + 'special': 3 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 1,772,219/1,772,219 (100.0%) +Types: NoneType:1,608,715, dict:163,504 +Null/Empty: null:1,608,715 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 1,772,219/1,772,219 (100.0%) +Types: str:1,772,219 +String length avg: 62.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.techdirt.com/articles/20111201/12165616...': 4 (0.0%) + 'http://www.lefthudson.com/2011/12/carlucci-demands...': 3 (0.0%) + 'http://www.bloomberg.com/news/2011-11-30/solarcity...': 3 (0.0%) + 'http://www.libertyvoice.net/2011-12/eff-seeks-to-w...': 3 (0.0%) + 'http://www.reddit.com/r/reddit.com/comments/ggqf4/...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 1,772,219/1,772,219 (100.0%) +Types: NoneType:1,771,972, str:247 +Null/Empty: null:1,771,972, empty_str:61 +String length avg: 8.5 +Unique strings tracked: 61 +Top 5 string values: + 'solvedcase': 67 (36.0%) + 'solved': 11 (5.9%) + 'item-gone': 7 (3.8%) + 'liveflair': 7 (3.8%) + 'comicexcerpt': 6 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 1,772,219/1,772,219 (100.0%) +Types: str:1,772,219 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mwsz4': 1 (0.0%) + 'mwsz3': 1 (0.0%) + 'mwsz2': 1 (0.0%) + 'mwsz1': 1 (0.0%) + 'mwsz0': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 1,772,219/1,772,219 (100.0%) +Types: bool:1,771,866, int:353 +Booleans: true:68,088 (3.8%), false:1,703,778 (96.2%) +Numeric values: 353 total +Numeric range: min:1,337,146,274, max:1,372,904,516, avg:1352266512.8 +Numeric std dev: 10293082.6 +Unique numbers tracked: 353 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 1,772,219/1,772,219 (100.0%) +Types: NoneType:1,772,219 +Null/Empty: null:1,772,219 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 1,772,219/1,772,219 (100.0%) +Types: int:1,772,219 +Numeric values: 1,772,219 total +Numeric range: min:1,322,697,600, max:1,325,375,998, avg:1324029735.3 +Numeric std dev: 774559.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 1,772,219/1,772,219 (100.0%) +Types: NoneType:1,772,219 +Null/Empty: null:1,772,219 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 1,772,219/1,772,219 (100.0%) +Types: str:1,772,219 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_mwsz4': 1 (0.0%) + 't3_mwsz3': 1 (0.0%) + 't3_mwsz2': 1 (0.0%) + 't3_mwsz1': 1 (0.0%) + 't3_mwsz0': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 1,772,219/1,772,219 (100.0%) +Types: str:1,772,219 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 358 (0.0%) + 'AskReddit': 296 (0.0%) + 'pics': 258 (0.0%) + 'AdviceAnimals': 186 (0.0%) + 'fffffffuuuuuuuuuuuu': 184 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 1,772,219/1,772,219 (100.0%) +Types: str:1,772,219 +Null/Empty: empty_str:1 +String length avg: 51.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Alternative To PIPA/SOPA Proposed; Points Out That...': 4 (0.0%) + 'SolarCity Gets Loan for $1 Billion Project Without...': 3 (0.0%) + 'EFF Seeks to Widen Exemptions Won in Last DMCA Rul...': 3 (0.0%) + 'You can no longer post to the 1,000,000 readers of...': 3 (0.0%) + 'Faithful Christian Girl': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 1,772,219/1,772,219 (100.0%) +Types: NoneType:1,611,993, str:160,226 +Null/Empty: null:1,611,993, empty_str:49,187 +String length avg: 17.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'flair': 61 (0.1%) + 'the atheism bot': 44 (0.0%) + 'Zerg': 18 (0.0%) + 'What the fuck did you just fucking say about me, y...': 18 (0.0%) + 'Spends way too much time here :)': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 1,772,219/1,772,219 (100.0%) +Types: bool:1,772,219 +Booleans: true:553,374 (31.2%), false:1,218,845 (68.8%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 1,772,219/1,772,219 (100.0%) +Types: dict:1,772,219 +Null/Empty: empty_obj:1,608,715 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 1,772,219/1,772,219 (100.0%) +Types: str:1,772,219 +String length avg: 63.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/assassinscreed/comments/mwsz4/good_boyfriend_ez...': 1 (0.0%) + '/r/fffffffuuuuuuuuuuuu/comments/mwsz3/the_body_of_...': 1 (0.0%) + '/r/videos/comments/mwsz2/my_friend_rants_about_ema...': 1 (0.0%) + '/r/shutupandtakemymoney/comments/mwsz1/they_better...': 1 (0.0%) + '/r/atheism/comments/mwsz0/fairytale_bible/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 1,772,219/1,772,219 (100.0%) +Types: NoneType:1,608,398, str:163,821 +Null/Empty: null:1,608,398, empty_str:23,691 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'jansmall': 96 (0.1%) + 'default': 66 (0.0%) + 'botflair': 58 (0.0%) + 'mflb': 39 (0.0%) + 'flair': 36 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 1,772,219/1,772,219 (100.0%) +Types: str:1,772,219 +Null/Empty: empty_str:1,307,984 +String length avg: 548.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I am not an avid football fan by anymeans, but I d...': 2 (0.0%) + 'I'm looking to build a computer for the first time...': 2 (0.0%) + 'Looking to sell it for 55$ for a quick sale. Multi...': 2 (0.0%) + 'The eventual life goal is to build a skyscraper, a...': 2 (0.0%) + 'BODY': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 1,772,219/1,772,219 (100.0%) +Types: str:1,772,219 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 355 (0.0%) + 'imgur.com': 334 (0.0%) + 'youtube.com': 309 (0.0%) + 'self.AskReddit': 187 (0.0%) + 'qkme.me': 85 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 1,772,219/1,772,219 (100.0%) +Types: int:1,772,219 +Numeric values: 1,772,219 total +Numeric range: min:-1, max:21,523, avg:7.6 +Numeric std dev: 65.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 1,772,219/1,772,219 (100.0%) +Types: NoneType:1,772,201, bool:18 +Null/Empty: null:1,772,201 +Booleans: true:16 (88.9%), false:2 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 1,772,219/1,772,219 (100.0%) +Types: bool:1,772,219 +Booleans: true:0 (0.0%), false:1,772,219 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 1,772,219/1,772,219 (100.0%) +Types: str:1,772,219 +String length avg: 19.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,698 (0.1%) + 'self': 707 (0.0%) + 'nsfw': 152 (0.0%) + 'http://c.thumbs.redditmedia.com/6DUIqjAb6rdIOnwt.j...': 5 (0.0%) + 'http://e.thumbs.redditmedia.com/CAULtMe51OvDqbgd.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 1,772,219/1,772,219 (100.0%) +Types: bool:1,772,219 +Booleans: true:0 (0.0%), false:1,772,219 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 1,772,219/1,772,219 (100.0%) +Types: str:1,772,219 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 358 (0.0%) + 't5_2qh1i': 296 (0.0%) + 't5_2qh0u': 258 (0.0%) + 't5_2s7tt': 186 (0.0%) + 't5_2qqlo': 184 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 1,772,219/1,772,219 (100.0%) +Types: int:1,772,219 +Numeric values: 1,772,219 total +Numeric range: min:-2, max:72,557, avg:51.2 +Numeric std dev: 483.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 1,772,219/1,772,219 (100.0%) +Types: NoneType:1,772,219 +Null/Empty: null:1,772,219 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 1,772,219/1,772,219 (100.0%) +Types: int:1,772,219 +Numeric values: 1,772,219 total +Numeric range: min:0, max:8,834, avg:19.7 +Numeric std dev: 103.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 1,772,219/1,772,219 (100.0%) +Types: NoneType:1,286,879, str:485,340 +Null/Empty: null:1,286,879 +String length avg: 722.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 32 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 1,772,219/1,772,219 (100.0%) +Types: int:1,772,219 +Numeric values: 1,772,219 total +Numeric range: min:1,322,697,600, max:1,325,375,998, avg:1324029735.3 +Numeric std dev: 774559.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 1,772,219/1,772,219 (100.0%) +Types: bool:1,772,219 +Booleans: true:0 (0.0%), false:1,772,219 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 1,772,219/1,772,219 (100.0%) +Types: bool:1,772,219 +Booleans: true:71,870 (4.1%), false:1,700,349 (95.9%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 1,770,962/1,772,219 (99.9%) +Types: str:1,770,962 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 479 (0.0%) + 'AllStars24': 12 (0.0%) + 'alanX': 7 (0.0%) + 'Munchroom': 5 (0.0%) + 'georedd': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,257/1,772,219 (0.1%) +Types: bool:1,257 +Booleans: true:1,257 (100.0%), false:0 (0.0%) + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2012.txt b/analysis/original_schema_analysis/submissions/analysis_report_2012.txt new file mode 100644 index 0000000000000000000000000000000000000000..e64069f6c1ad80f7e32f113e7d84c0fbfa26d562 --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2012.txt @@ -0,0 +1,4380 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2012 +Analysis Started: 2026-01-15 06:46:17 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2012-01.jsonl +Analysis Time: 2026-01-15 06:47:52 +================================================================================ +Total lines: 1,981,577 +Processed lines: 1,981,577 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 1,981,577/1,981,577 (100.0%) +Types: int:1,981,577 +Numeric values: 1,981,577 total +Numeric range: min:-2, max:54,454, avg:33.4 +Numeric std dev: 433.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 1,981,577/1,981,577 (100.0%) +Types: NoneType:1,981,237, str:340 +Null/Empty: null:1,981,237, empty_str:7 +String length avg: 7.7 +Unique strings tracked: 129 +Top 5 string values: + 'Solved': 94 (28.2%) + '[askreddit]': 18 (5.4%) + 'Hiring': 15 (4.5%) + 'Closed': 10 (3.0%) + 'Seeking': 9 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 1,981,577/1,981,577 (100.0%) +Types: NoneType:1,978,049, str:3,528 +Null/Empty: null:1,978,049 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 3,494 (99.0%) + 'admin': 21 (0.6%) + 'special': 13 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 1,981,577/1,981,577 (100.0%) +Types: NoneType:1,781,484, dict:200,093 +Null/Empty: null:1,781,484 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 1,981,577/1,981,577 (100.0%) +Types: str:1,981,577 +String length avg: 62.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.youtube.com/watch?feature=player_embedd...': 2 (0.0%) + 'http://www.quickmeme.com/meme/35mclc/': 2 (0.0%) + 'http://i.imgur.com/Sw4wv.png': 2 (0.0%) + 'http://i.imgur.com/QJrgX.png': 2 (0.0%) + 'http://www.wordreference.com/enfr/plug': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 1,981,577/1,981,577 (100.0%) +Types: NoneType:1,981,290, str:287 +Null/Empty: null:1,981,290, empty_str:54 +String length avg: 7.8 +Unique strings tracked: 77 +Top 5 string values: + 'solvedcase': 84 (36.1%) + 'solved': 15 (6.4%) + 'closed': 9 (3.9%) + 'resolved': 9 (3.9%) + 'bio': 7 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 1,981,577/1,981,577 (100.0%) +Types: str:1,981,577 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nz3g9': 1 (0.0%) + 'nz3g8': 1 (0.0%) + 'nz3g7': 1 (0.0%) + 'nz3g6': 1 (0.0%) + 'nz3g5': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 1,981,577/1,981,577 (100.0%) +Types: bool:1,981,081, int:496 +Booleans: true:71,113 (3.6%), false:1,909,968 (96.4%) +Numeric values: 496 total +Numeric range: min:1,337,038,195, max:1,373,846,898, avg:1350317699.8 +Numeric std dev: 10390682.7 +Unique numbers tracked: 496 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 1,981,577/1,981,577 (100.0%) +Types: NoneType:1,981,577 +Null/Empty: null:1,981,577 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 1,981,577/1,981,577 (100.0%) +Types: int:1,981,577 +Numeric values: 1,981,577 total +Numeric range: min:1,325,376,001, max:1,328,054,399, avg:1326737321.6 +Numeric std dev: 768113.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 1,981,577/1,981,577 (100.0%) +Types: NoneType:1,981,577 +Null/Empty: null:1,981,577 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 1,981,577/1,981,577 (100.0%) +Types: str:1,981,577 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_nz3g9': 1 (0.0%) + 't3_nz3g8': 1 (0.0%) + 't3_nz3g7': 1 (0.0%) + 't3_nz3g6': 1 (0.0%) + 't3_nz3g5': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 1,981,577/1,981,577 (100.0%) +Types: str:1,981,577 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 288 (0.0%) + 'AdviceAnimals': 250 (0.0%) + 'pics': 232 (0.0%) + 'fffffffuuuuuuuuuuuu': 178 (0.0%) + 'AskReddit': 177 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 1,981,577/1,981,577 (100.0%) +Types: str:1,981,577 +String length avg: 50.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Vaguely political comment on internet devolves int...': 2 (0.0%) + 'These still make me giggle.': 2 (0.0%) + 'Chris Wallace Calls AIDS a Homosexual Disease': 2 (0.0%) + 'Good Guy Greg': 2 (0.0%) + 'Nervous Vacation Dad': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 1,981,577/1,981,577 (100.0%) +Types: NoneType:1,796,192, str:185,385 +Null/Empty: null:1,796,192, empty_str:58,500 +String length avg: 17.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'the atheism bot': 34 (0.0%) + 'Spends way too much time here :)': 21 (0.0%) + 'The Janitor': 19 (0.0%) + 'PC': 17 (0.0%) + 'flair': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 1,981,577/1,981,577 (100.0%) +Types: bool:1,981,577 +Booleans: true:573,237 (28.9%), false:1,408,340 (71.1%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 1,981,577/1,981,577 (100.0%) +Types: dict:1,981,577 +Null/Empty: empty_obj:1,781,484 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 1,981,577/1,981,577 (100.0%) +Types: str:1,981,577 +String length avg: 63.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/videos/comments/nz3g9/guy_chases_after_runaway_...': 1 (0.0%) + '/r/gaming/comments/nz3g8/the_legend_of_zelda_rap_b...': 1 (0.0%) + '/r/hiphopheads/comments/nz3g7/how_i_feel_about_mos...': 1 (0.0%) + '/r/funny/comments/nz3g6/eliot_chang_spread_the_wor...': 1 (0.0%) + '/r/leagueoflegends/comments/nz3g5/mordekaiser_bore...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 1,981,577/1,981,577 (100.0%) +Types: NoneType:1,795,297, str:186,280 +Null/Empty: null:1,795,297, empty_str:30,345 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 160 (0.1%) + 'tier1': 114 (0.1%) + 'jansmall': 88 (0.1%) + 'botflair': 58 (0.0%) + 'pc': 33 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 1,981,577/1,981,577 (100.0%) +Types: str:1,981,577 +Null/Empty: empty_str:1,496,534 +String length avg: 587.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '"As soon as I heard the word 'gold standard' I jus...': 2 (0.0%) + '~~Portal,~~ + +~~HL2,~~ + +~~HL2 Gift (HL2, HL2:Lost C...': 2 (0.0%) + 'Pretty straight forward. + +Currently trading some M...': 2 (0.0%) + 'Earth-based tracking would be impractical over lon...': 2 (0.0%) + '50% Nuclear Dawn + +50% Oddworld: Abe's Exodus + +25% ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 1,981,577/1,981,577 (100.0%) +Types: str:1,981,577 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 464 (0.0%) + 'imgur.com': 449 (0.0%) + 'youtube.com': 308 (0.0%) + 'self.AskReddit': 135 (0.0%) + 'qkme.me': 112 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 1,981,577/1,981,577 (100.0%) +Types: int:1,981,577 +Numeric values: 1,981,577 total +Numeric range: min:-1, max:15,990, avg:7.8 +Numeric std dev: 67.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 1,981,577/1,981,577 (100.0%) +Types: NoneType:1,981,573, bool:4 +Null/Empty: null:1,981,573 +Booleans: true:4 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 1,981,577/1,981,577 (100.0%) +Types: bool:1,981,577 +Booleans: true:0 (0.0%), false:1,981,577 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 1,981,577/1,981,577 (100.0%) +Types: str:1,981,577 +String length avg: 21.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,411 (0.1%) + 'self': 750 (0.0%) + 'nsfw': 160 (0.0%) + 'http://c.thumbs.redditmedia.com/ggobKA3QFZiJgHlJ.j...': 4 (0.0%) + 'http://a.thumbs.redditmedia.com/MoEtyBKunIdMr57B.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 1,981,577/1,981,577 (100.0%) +Types: bool:1,981,577 +Booleans: true:3 (0.0%), false:1,981,574 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 1,981,577/1,981,577 (100.0%) +Types: str:1,981,577 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 288 (0.0%) + 't5_2s7tt': 250 (0.0%) + 't5_2qh0u': 232 (0.0%) + 't5_2qqlo': 178 (0.0%) + 't5_2qh1i': 177 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 1,981,577/1,981,577 (100.0%) +Types: int:1,981,577 +Numeric values: 1,981,577 total +Numeric range: min:-1, max:63,392, avg:53.8 +Numeric std dev: 519.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 1,981,577/1,981,577 (100.0%) +Types: NoneType:1,981,577 +Null/Empty: null:1,981,577 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 1,981,577/1,981,577 (100.0%) +Types: int:1,981,577 +Numeric values: 1,981,577 total +Numeric range: min:0, max:12,334, avg:20.7 +Numeric std dev: 108.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 1,981,577/1,981,577 (100.0%) +Types: NoneType:1,469,355, str:512,222 +Null/Empty: null:1,469,355 +String length avg: 762.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 54 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 1,981,577/1,981,577 (100.0%) +Types: int:1,981,577 +Numeric values: 1,981,577 total +Numeric range: min:1,325,376,001, max:1,328,054,399, avg:1326737321.6 +Numeric std dev: 768113.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 1,981,577/1,981,577 (100.0%) +Types: bool:1,981,577 +Booleans: true:0 (0.0%), false:1,981,577 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 1,981,577/1,981,577 (100.0%) +Types: bool:1,981,577 +Booleans: true:83,275 (4.2%), false:1,898,302 (95.8%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 1,980,322/1,981,577 (99.9%) +Types: str:1,980,322 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 493 (0.0%) + 'ttruth1': 5 (0.0%) + 'bobtom82': 4 (0.0%) + 'bonafera': 4 (0.0%) + 'greilly16': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,255/1,981,577 (0.1%) +Types: bool:1,255 +Booleans: true:1,255 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2012-02.jsonl +Analysis Time: 2026-01-15 06:49:24 +================================================================================ +Total lines: 1,961,817 +Processed lines: 1,961,817 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 1,961,817/1,961,817 (100.0%) +Types: int:1,961,817 +Numeric values: 1,961,817 total +Numeric range: min:-2, max:41,874, avg:33.2 +Numeric std dev: 437.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 1,961,817/1,961,817 (100.0%) +Types: NoneType:1,961,308, str:509 +Null/Empty: null:1,961,308, empty_str:8 +String length avg: 8.1 +Unique strings tracked: 182 +Top 5 string values: + 'Solved': 146 (29.1%) + '[askreddit]': 26 (5.2%) + 'Closed': 12 (2.4%) + 'Hiring': 11 (2.2%) + 'OFFICIAL': 9 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 1,961,817/1,961,817 (100.0%) +Types: NoneType:1,958,255, str:3,562 +Null/Empty: null:1,958,255 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 3,542 (99.4%) + 'admin': 12 (0.3%) + 'special': 8 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 1,961,817/1,961,817 (100.0%) +Types: NoneType:1,773,956, dict:187,861 +Null/Empty: null:1,773,956 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 1,961,817/1,961,817 (100.0%) +Types: str:1,961,817 +String length avg: 62.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/Wc4yx.jpg': 3 (0.0%) + 'http://www.slowpokecomics.com/strips/octangulator....': 2 (0.0%) + 'http://www.visualnews.com/2012/02/01/anatomical-qu...': 2 (0.0%) + 'http://www.microsoft.com/canada/msn/bing/2011-top-...': 2 (0.0%) + 'http://qkme.me/35veys': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 1,961,817/1,961,817 (100.0%) +Types: NoneType:1,961,374, str:443 +Null/Empty: null:1,961,374, empty_str:95 +String length avg: 7.9 +Unique strings tracked: 95 +Top 5 string values: + 'solvedcase': 133 (38.2%) + 'solved': 16 (4.6%) + 'default': 16 (4.6%) + 'youtube': 13 (3.7%) + 'closed': 11 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 1,961,817/1,961,817 (100.0%) +Types: str:1,961,817 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'p6w0c': 1 (0.0%) + 'p6w0b': 1 (0.0%) + 'p6w0a': 1 (0.0%) + 'p6w09': 1 (0.0%) + 'p6w08': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 1,961,817/1,961,817 (100.0%) +Types: bool:1,961,162, int:655 +Booleans: true:71,610 (3.7%), false:1,889,552 (96.3%) +Numeric values: 655 total +Numeric range: min:1,337,055,914, max:1,374,174,049, avg:1351011678.4 +Numeric std dev: 10953099.3 +Unique numbers tracked: 655 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 1,961,817/1,961,817 (100.0%) +Types: NoneType:1,961,817 +Null/Empty: null:1,961,817 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 1,961,817/1,961,817 (100.0%) +Types: int:1,961,817 +Numeric values: 1,961,817 total +Numeric range: min:1,328,054,400, max:1,330,559,999, avg:1329314853.1 +Numeric std dev: 726664.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 1,961,817/1,961,817 (100.0%) +Types: NoneType:1,961,817 +Null/Empty: null:1,961,817 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 1,961,817/1,961,817 (100.0%) +Types: str:1,961,817 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_p6w0c': 1 (0.0%) + 't3_p6w0b': 1 (0.0%) + 't3_p6w0a': 1 (0.0%) + 't3_p6w09': 1 (0.0%) + 't3_p6w08': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 1,961,817/1,961,817 (100.0%) +Types: str:1,961,817 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 257 (0.0%) + 'AdviceAnimals': 168 (0.0%) + 'AskReddit': 164 (0.0%) + 'pics': 149 (0.0%) + 'fffffffuuuuuuuuuuuu': 129 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 1,961,817/1,961,817 (100.0%) +Types: str:1,961,817 +Null/Empty: empty_str:1 +String length avg: 51.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'That's an interesting place to fuck': 3 (0.0%) + 'I always enjoy playing with myself.': 2 (0.0%) + 'Artistic Thick': 2 (0.0%) + 'Fighting a Windmill': 2 (0.0%) + 'My friends just told me to stop...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 1,961,817/1,961,817 (100.0%) +Types: NoneType:1,771,819, str:189,998 +Null/Empty: null:1,771,819, empty_str:60,740 +String length avg: 17.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Janitor': 39 (0.0%) + 'the atheism bot': 35 (0.0%) + '+': 11 (0.0%) + 'flair': 10 (0.0%) + 'Reason 5': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 1,961,817/1,961,817 (100.0%) +Types: bool:1,961,817 +Booleans: true:559,979 (28.5%), false:1,401,838 (71.5%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 1,961,817/1,961,817 (100.0%) +Types: dict:1,961,817 +Null/Empty: empty_obj:1,773,956 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 1,961,817/1,961,817 (100.0%) +Types: str:1,961,817 +String length avg: 63.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/3DS/comments/p6w0c/one_camera_lens_blurrier_tha...': 1 (0.0%) + '/r/firstworldproblems/comments/p6w0b/i_accidentall...': 1 (0.0%) + '/r/pics/comments/p6w0a/i_only_want_an_even_number_...': 1 (0.0%) + '/r/MMFB/comments/p6w09/accidentally_upset_a_cowork...': 1 (0.0%) + '/r/funny/comments/p6w08/annoying_facebook_girl_eve...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 1,961,817/1,961,817 (100.0%) +Types: NoneType:1,772,000, str:189,817 +Null/Empty: null:1,772,000, empty_str:31,375 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 72 (0.0%) + 'jansmall': 71 (0.0%) + 'botflair': 50 (0.0%) + 'mflb': 47 (0.0%) + 'smoknglassbong': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 1,961,817/1,961,817 (100.0%) +Types: str:1,961,817 +Null/Empty: empty_str:1,488,307 +String length avg: 622.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '.': 2 (0.0%) + 'http://imageshack.us/photo/my-images/841/mefeb.jpg...': 2 (0.0%) + 'Anyone else have this issue? + +http://3dporch.com/u...': 1 (0.0%) + 'Hey reddit. Me and my coworker were talking durin...': 1 (0.0%) + 'I can't play LoL anymore. No matter what I do, i g...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 1,961,817/1,961,817 (100.0%) +Types: str:1,961,817 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 421 (0.0%) + 'i.imgur.com': 352 (0.0%) + 'youtube.com': 319 (0.0%) + 'self.AskReddit': 143 (0.0%) + 'qkme.me': 75 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 1,961,817/1,961,817 (100.0%) +Types: int:1,961,817 +Numeric values: 1,961,817 total +Numeric range: min:-3, max:18,999, avg:7.8 +Numeric std dev: 65.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 1,961,817/1,961,817 (100.0%) +Types: NoneType:1,961,791, bool:26 +Null/Empty: null:1,961,791 +Booleans: true:23 (88.5%), false:3 (11.5%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 1,961,817/1,961,817 (100.0%) +Types: bool:1,961,817 +Booleans: true:0 (0.0%), false:1,961,817 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 1,961,817/1,961,817 (100.0%) +Types: str:1,961,817 +String length avg: 21.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,306 (0.1%) + 'self': 572 (0.0%) + 'nsfw': 125 (0.0%) + 'http://a.thumbs.redditmedia.com/geW-S5rBfvIX4cTH.j...': 6 (0.0%) + 'http://f.thumbs.redditmedia.com/SdLh_hpCrczaQy2S.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 1,961,817/1,961,817 (100.0%) +Types: bool:1,961,817 +Booleans: true:1 (0.0%), false:1,961,816 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 1,961,817/1,961,817 (100.0%) +Types: str:1,961,817 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 257 (0.0%) + 't5_2s7tt': 168 (0.0%) + 't5_2qh1i': 164 (0.0%) + 't5_2qh0u': 149 (0.0%) + 't5_2qqlo': 129 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 1,961,817/1,961,817 (100.0%) +Types: int:1,961,817 +Numeric values: 1,961,817 total +Numeric range: min:-1, max:47,294, avg:54.0 +Numeric std dev: 524.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 1,961,817/1,961,817 (100.0%) +Types: NoneType:1,961,817 +Null/Empty: null:1,961,817 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 1,961,817/1,961,817 (100.0%) +Types: int:1,961,817 +Numeric values: 1,961,817 total +Numeric range: min:0, max:5,856, avg:21.2 +Numeric std dev: 110.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 1,961,817/1,961,817 (100.0%) +Types: NoneType:1,457,018, str:504,799 +Null/Empty: null:1,457,018 +String length avg: 796.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 65 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 1 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 1,961,817/1,961,817 (100.0%) +Types: int:1,961,817 +Numeric values: 1,961,817 total +Numeric range: min:1,328,054,400, max:1,330,559,999, avg:1329314853.1 +Numeric std dev: 726664.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 1,961,817/1,961,817 (100.0%) +Types: bool:1,961,817 +Booleans: true:0 (0.0%), false:1,961,817 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 1,961,817/1,961,817 (100.0%) +Types: bool:1,961,817 +Booleans: true:86,753 (4.4%), false:1,875,064 (95.6%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 1,960,421/1,961,817 (99.9%) +Types: str:1,960,421 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 431 (0.0%) + 'sedition1': 7 (0.0%) + 'NeedsEvidence': 6 (0.0%) + 'peecee1978': 6 (0.0%) + 'error504': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,396/1,961,817 (0.1%) +Types: bool:1,396 +Booleans: true:1,396 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2012-03.jsonl +Analysis Time: 2026-01-15 06:51:06 +================================================================================ +Total lines: 2,158,965 +Processed lines: 2,158,965 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 2,158,965/2,158,965 (100.0%) +Types: int:2,158,965 +Numeric values: 2,158,965 total +Numeric range: min:-1, max:38,194, avg:35.1 +Numeric std dev: 454.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,158,965/2,158,965 (100.0%) +Types: NoneType:2,158,035, str:930 +Null/Empty: null:2,158,035, empty_str:22 +String length avg: 8.1 +Unique strings tracked: 281 +Top 5 string values: + 'Solved': 204 (22.5%) + 'SOLVED': 73 (8.0%) + '[askreddit]': 29 (3.2%) + 'Music Video': 19 (2.1%) + 'RCT2': 18 (2.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,158,965/2,158,965 (100.0%) +Types: NoneType:2,154,593, str:4,372 +Null/Empty: null:2,154,593 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 4,337 (99.2%) + 'admin': 24 (0.5%) + 'special': 11 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,158,965/2,158,965 (100.0%) +Types: NoneType:1,950,646, dict:208,319 +Null/Empty: null:1,950,646 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,158,965/2,158,965 (100.0%) +Types: str:2,158,965 +String length avg: 61.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.liveleak.com/view?i=9b0_1330538712': 3 (0.0%) + 'http://911blogger.com/news/2012-03-01/saudi-arabia...': 3 (0.0%) + 'http://i.imgur.com/xIbjP.png': 2 (0.0%) + 'http://www.youtube.com/watch?v=qJdMjRHRLfg': 2 (0.0%) + 'http://www.youtube.com/watch?v=93cowprdo4s': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,158,965/2,158,965 (100.0%) +Types: NoneType:2,158,116, str:849 +Null/Empty: null:2,158,116, empty_str:175 +String length avg: 7.7 +Unique strings tracked: 143 +Top 5 string values: + 'solvedcase': 179 (26.6%) + 'solved': 94 (13.9%) + 'mvflair': 19 (2.8%) + 'gamethread': 19 (2.8%) + 'youtube': 18 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,158,965/2,158,965 (100.0%) +Types: str:2,158,965 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'qdom7': 1 (0.0%) + 'qdom6': 1 (0.0%) + 'qdom5': 1 (0.0%) + 'qdom4': 1 (0.0%) + 'qdom3': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,158,965/2,158,965 (100.0%) +Types: bool:2,158,117, int:848 +Booleans: true:75,092 (3.5%), false:2,083,025 (96.5%) +Numeric values: 848 total +Numeric range: min:1,337,052,323, max:1,374,026,623, avg:1349421712.2 +Numeric std dev: 10773915.5 +Unique numbers tracked: 848 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 2,158,965/2,158,965 (100.0%) +Types: NoneType:2,158,964, int:1 +Null/Empty: null:2,158,964 +Numeric values: 1 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,158,965/2,158,965 (100.0%) +Types: int:2,158,965 +Numeric values: 2,158,965 total +Numeric range: min:1,330,560,000, max:1,333,238,399, avg:1331917323.2 +Numeric std dev: 774477.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 2,158,965/2,158,965 (100.0%) +Types: NoneType:2,158,965 +Null/Empty: null:2,158,965 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 2,158,965/2,158,965 (100.0%) +Types: str:2,158,965 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_qdom7': 1 (0.0%) + 't3_qdom6': 1 (0.0%) + 't3_qdom5': 1 (0.0%) + 't3_qdom4': 1 (0.0%) + 't3_qdom3': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,158,965/2,158,965 (100.0%) +Types: str:2,158,965 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 266 (0.0%) + 'AskReddit': 217 (0.0%) + 'AdviceAnimals': 172 (0.0%) + 'fffffffuuuuuuuuuuuu': 162 (0.0%) + 'pics': 143 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,158,965/2,158,965 (100.0%) +Types: str:2,158,965 +String length avg: 51.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Beastie Boys Live in 1998 (Full concert)': 3 (0.0%) + 'Saudi Arabia May Be Tied to 9/11, 2 Ex-Senators Sa...': 3 (0.0%) + 'Skrillex is the be all and end all of dubstep.': 2 (0.0%) + 'My feelings as of late': 2 (0.0%) + 'Maryland Governor Martin O'Malley signs marriage e...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,158,965/2,158,965 (100.0%) +Types: NoneType:1,936,534, str:222,431 +Null/Empty: null:1,936,534, empty_str:72,466 +String length avg: 17.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'the atheism bot': 20 (0.0%) + '+': 16 (0.0%) + 'Protoss': 10 (0.0%) + 'flair': 9 (0.0%) + 'Zerg': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,158,965/2,158,965 (100.0%) +Types: bool:2,158,965 +Booleans: true:600,427 (27.8%), false:1,558,538 (72.2%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,158,965/2,158,965 (100.0%) +Types: dict:2,158,965 +Null/Empty: empty_obj:1,950,646 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,158,965/2,158,965 (100.0%) +Types: str:2,158,965 +String length avg: 63.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/atheism/comments/qdom7/getting_high_with_the_tw...': 1 (0.0%) + '/r/audioengineering/comments/qdom6/is_the_rode_nt1...': 1 (0.0%) + '/r/MakeupAddiction/comments/qdom5/you_can_buy_asia...': 1 (0.0%) + '/r/hiphop/comments/qdom4/beastie_boys_live_in_1998...': 1 (0.0%) + '/r/technology/comments/qdom3/how_to_get_past_imgur...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,158,965/2,158,965 (100.0%) +Types: NoneType:1,938,973, str:219,992 +Null/Empty: null:1,938,973, empty_str:37,460 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 83 (0.0%) + 'mflb': 38 (0.0%) + 'botflair': 27 (0.0%) + '360': 24 (0.0%) + 'smoknjoint': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,158,965/2,158,965 (100.0%) +Types: str:2,158,965 +Null/Empty: empty_str:1,655,350 +String length avg: 621.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Maybe title and author, a quick summary, link to b...': 2 (0.0%) + 'Is this a pretty good mic? Reviews say so, but I'd...': 1 (0.0%) + 'Here's the [link to the free shipping info]{http:/...': 1 (0.0%) + 'I went to the grocery store to to pick up a bottle...': 1 (0.0%) + 'Say you had the chance to 'do it all over again' f...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,158,965/2,158,965 (100.0%) +Types: str:2,158,965 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 351 (0.0%) + 'i.imgur.com': 320 (0.0%) + 'youtube.com': 269 (0.0%) + 'self.AskReddit': 167 (0.0%) + 'qkme.me': 91 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,158,965/2,158,965 (100.0%) +Types: int:2,158,965 +Numeric values: 2,158,965 total +Numeric range: min:-3, max:14,138, avg:7.7 +Numeric std dev: 59.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 2,158,965/2,158,965 (100.0%) +Types: NoneType:2,158,931, bool:34 +Null/Empty: null:2,158,931 +Booleans: true:32 (94.1%), false:2 (5.9%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 2,158,965/2,158,965 (100.0%) +Types: bool:2,158,965 +Booleans: true:0 (0.0%), false:2,158,965 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,158,965/2,158,965 (100.0%) +Types: str:2,158,965 +String length avg: 21.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,356 (0.1%) + 'self': 624 (0.0%) + 'nsfw': 119 (0.0%) + 'http://d.thumbs.redditmedia.com/GLGEgFiTsfNj5X_-.j...': 4 (0.0%) + 'http://a.thumbs.redditmedia.com/FvI27U1ymfUJlpnZ.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 2,158,965/2,158,965 (100.0%) +Types: bool:2,158,965 +Booleans: true:0 (0.0%), false:2,158,965 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,158,965/2,158,965 (100.0%) +Types: str:2,158,965 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 266 (0.0%) + 't5_2qh1i': 217 (0.0%) + 't5_2s7tt': 172 (0.0%) + 't5_2qqlo': 162 (0.0%) + 't5_2qh0u': 143 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 2,158,965/2,158,965 (100.0%) +Types: int:2,158,965 +Numeric values: 2,158,965 total +Numeric range: min:-1, max:41,046, avg:57.3 +Numeric std dev: 544.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 2,158,965/2,158,965 (100.0%) +Types: NoneType:2,158,965 +Null/Empty: null:2,158,965 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,158,965/2,158,965 (100.0%) +Types: int:2,158,965 +Numeric values: 2,158,965 total +Numeric range: min:0, max:8,239, avg:22.5 +Numeric std dev: 115.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 2,158,965/2,158,965 (100.0%) +Types: NoneType:1,618,919, str:540,046 +Null/Empty: null:1,618,919 +String length avg: 790.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 65 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 1 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 2,158,965/2,158,965 (100.0%) +Types: int:2,158,965 +Numeric values: 2,158,965 total +Numeric range: min:1,330,560,000, max:1,333,241,999, avg:1331919750.4 +Numeric std dev: 775857.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 2,158,965/2,158,965 (100.0%) +Types: bool:2,158,965 +Booleans: true:0 (0.0%), false:2,158,965 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,158,965/2,158,965 (100.0%) +Types: bool:2,158,965 +Booleans: true:96,715 (4.5%), false:2,062,250 (95.5%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,157,630/2,158,965 (99.9%) +Types: str:2,157,630 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 441 (0.0%) + 'roger_': 8 (0.0%) + 'pantsubot': 6 (0.0%) + 'Aschebescher': 5 (0.0%) + 'mepper': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,335/2,158,965 (0.1%) +Types: bool:1,335 +Booleans: true:1,335 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2012-04.jsonl +Analysis Time: 2026-01-15 06:52:52 +================================================================================ +Total lines: 2,279,491 +Processed lines: 2,279,491 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 2,279,491/2,279,491 (100.0%) +Types: int:2,279,491 +Numeric values: 2,279,491 total +Numeric range: min:-2, max:66,699, avg:38.1 +Numeric std dev: 494.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,279,491/2,279,491 (100.0%) +Types: NoneType:2,274,041, str:5,450 +Null/Empty: null:2,274,041, empty_str:105 +String length avg: 11.3 +Unique strings tracked: 973 +Top 5 string values: + 'Solved': 278 (5.2%) + 'forced meme': 150 (2.8%) + 'repost': 109 (2.0%) + 'wrong sub': 105 (2.0%) + 'SOLVED': 98 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,279,491/2,279,491 (100.0%) +Types: NoneType:2,274,901, str:4,590 +Null/Empty: null:2,274,901 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 4,556 (99.3%) + 'admin': 29 (0.6%) + 'special': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,279,491/2,279,491 (100.0%) +Types: NoneType:2,066,385, dict:213,106 +Null/Empty: null:2,066,385 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,279,491/2,279,491 (100.0%) +Types: str:2,279,491 +String length avg: 60.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.youtube.com/watch?feature=player_embedd...': 3 (0.0%) + 'http://www.youtube.com/watch?index=3&list=UUfL...': 3 (0.0%) + 'http://i.imgur.com/j3jEX.jpg': 2 (0.0%) + 'http://www.youtube.com/watch?v=w6Pqko2l8jU&fea...': 2 (0.0%) + 'http://i.imgur.com/7eMom.jpg?1': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,279,491/2,279,491 (100.0%) +Types: NoneType:2,274,124, str:5,367 +Null/Empty: null:2,274,124, empty_str:1,291 +String length avg: 8.2 +Unique strings tracked: 392 +Top 5 string values: + 'error': 433 (10.6%) + 'genre': 270 (6.6%) + 'solvedcase': 209 (5.1%) + 'approved': 178 (4.4%) + 'meme': 129 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,279,491/2,279,491 (100.0%) +Types: str:2,279,491 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ropt5': 1 (0.0%) + 'ropt4': 1 (0.0%) + 'ropt3': 1 (0.0%) + 'ropt2': 1 (0.0%) + 'ropt1': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,279,491/2,279,491 (100.0%) +Types: bool:2,278,229, int:1,262 +Booleans: true:79,748 (3.5%), false:2,198,481 (96.5%) +Numeric values: 1,262 total +Numeric range: min:1,337,046,939, max:1,374,074,801, avg:1346134689.8 +Numeric std dev: 9621692.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 2,279,491/2,279,491 (100.0%) +Types: NoneType:2,279,491 +Null/Empty: null:2,279,491 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,279,491/2,279,491 (100.0%) +Types: int:2,279,491 +Numeric values: 2,279,491 total +Numeric range: min:1,333,238,403, max:1,335,830,398, avg:1334532612.8 +Numeric std dev: 744746.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 2,279,491/2,279,491 (100.0%) +Types: NoneType:2,279,491 +Null/Empty: null:2,279,491 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 2,279,491/2,279,491 (100.0%) +Types: str:2,279,491 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_ropt5': 1 (0.0%) + 't3_ropt4': 1 (0.0%) + 't3_ropt3': 1 (0.0%) + 't3_ropt2': 1 (0.0%) + 't3_ropt1': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,279,491/2,279,491 (100.0%) +Types: str:2,279,491 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 308 (0.0%) + 'AdviceAnimals': 186 (0.0%) + 'AskReddit': 143 (0.0%) + 'pics': 140 (0.0%) + 'fffffffuuuuuuuuuuuu': 115 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,279,491/2,279,491 (100.0%) +Types: str:2,279,491 +String length avg: 51.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'NDAA National Defense Authorization Act - The End ...': 3 (0.0%) + 'Kodak's Print Your Own LIVE Kittens!': 2 (0.0%) + 'TAE That CarrotTop changed her hair color because ...': 2 (0.0%) + 'UKC Dubstep: Document One - Moving Together (Ft. T...': 2 (0.0%) + 'Derpy Episode Help': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,279,491/2,279,491 (100.0%) +Types: NoneType:2,035,884, str:243,607 +Null/Empty: null:2,035,884, empty_str:79,512 +String length avg: 17.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Spends way too much time here :)': 22 (0.0%) + '[I EAT SPAM]': 19 (0.0%) + 'Protoss': 13 (0.0%) + 'the atheism bot': 11 (0.0%) + 'The Janitor': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,279,491/2,279,491 (100.0%) +Types: bool:2,279,491 +Booleans: true:631,562 (27.7%), false:1,647,929 (72.3%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,279,491/2,279,491 (100.0%) +Types: dict:2,279,491 +Null/Empty: empty_obj:2,066,385 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,279,491/2,279,491 (100.0%) +Types: str:2,279,491 +String length avg: 63.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Wordpress/comments/ropt5/best_practice_for_edit...': 1 (0.0%) + '/r/WTF/comments/ropt4/a_touching_tribute/': 1 (0.0%) + '/r/men_in_panties/comments/ropt3/a_few_quick_shots...': 1 (0.0%) + '/r/mylittlepony/comments/ropt2/rainbow_and_flutter...': 1 (0.0%) + '/r/pics/comments/ropt1/ive_painted_more_city_light...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,279,491/2,279,491 (100.0%) +Types: NoneType:2,037,320, str:242,171 +Null/Empty: null:2,037,320, empty_str:42,017 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 102 (0.1%) + 'mflb': 35 (0.0%) + 'jansmall': 34 (0.0%) + 'Camera': 33 (0.0%) + 'smoknjoint': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,279,491/2,279,491 (100.0%) +Types: str:2,279,491 +Null/Empty: empty_str:1,749,910 +String length avg: 635.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Hey, guys. I was hoping this subreddit existed. ...': 2 (0.0%) + 'I'll start it. Mine would be a T-bone steak, mashe...': 2 (0.0%) + 'http://i.imgur.com/Q4CS5.jpg + +**UPDATE: TwitchTv h...': 2 (0.0%) + 'Yes, we talk enough about the great weather, the C...': 1 (0.0%) + 'I've posted this before but I'm still searching fo...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,279,491/2,279,491 (100.0%) +Types: str:2,279,491 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 475 (0.0%) + 'i.imgur.com': 420 (0.0%) + 'youtube.com': 293 (0.0%) + 'self.AskReddit': 118 (0.0%) + 'qkme.me': 89 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,279,491/2,279,491 (100.0%) +Types: int:2,279,491 +Numeric values: 2,279,491 total +Numeric range: min:-1, max:14,675, avg:7.8 +Numeric std dev: 63.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 2,279,491/2,279,491 (100.0%) +Types: NoneType:2,279,453, bool:38 +Null/Empty: null:2,279,453 +Booleans: true:35 (92.1%), false:3 (7.9%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 2,279,491/2,279,491 (100.0%) +Types: bool:2,279,491 +Booleans: true:0 (0.0%), false:2,279,491 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,279,491/2,279,491 (100.0%) +Types: str:2,279,491 +String length avg: 22.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 966 (0.0%) + 'self': 540 (0.0%) + 'nsfw': 114 (0.0%) + 'http://c.thumbs.redditmedia.com/R6PxGTrOaGn169zz.j...': 5 (0.0%) + 'http://d.thumbs.redditmedia.com/hsww-LnpwM4b68L-.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 2,279,491/2,279,491 (100.0%) +Types: bool:2,279,491 +Booleans: true:0 (0.0%), false:2,279,491 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,279,491/2,279,491 (100.0%) +Types: str:2,279,491 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 308 (0.0%) + 't5_2s7tt': 186 (0.0%) + 't5_2qh1i': 143 (0.0%) + 't5_2qh0u': 140 (0.0%) + 't5_2qqlo': 115 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 2,279,491/2,279,491 (100.0%) +Types: int:2,279,491 +Numeric values: 2,279,491 total +Numeric range: min:-1, max:74,712, avg:61.7 +Numeric std dev: 588.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 2,279,491/2,279,491 (100.0%) +Types: NoneType:2,279,491 +Null/Empty: null:2,279,491 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,279,491/2,279,491 (100.0%) +Types: int:2,279,491 +Numeric values: 2,279,491 total +Numeric range: min:0, max:11,902, avg:24.1 +Numeric std dev: 121.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 2,279,491/2,279,491 (100.0%) +Types: NoneType:1,707,634, str:571,857 +Null/Empty: null:1,707,634 +String length avg: 805.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 71 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 2,279,491/2,279,491 (100.0%) +Types: int:2,279,491 +Numeric values: 2,279,491 total +Numeric range: min:1,333,242,003, max:1,335,833,998, avg:1334536212.8 +Numeric std dev: 744746.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 2,279,491/2,279,491 (100.0%) +Types: bool:2,279,491 +Booleans: true:0 (0.0%), false:2,279,491 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,279,491/2,279,491 (100.0%) +Types: bool:2,279,491 +Booleans: true:106,065 (4.7%), false:2,173,426 (95.3%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,278,242/2,279,491 (99.9%) +Types: str:2,278,242 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 451 (0.0%) + 'davidreiss666': 8 (0.0%) + 'antdude': 4 (0.0%) + 'Sixil': 3 (0.0%) + 'agray20938': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,249/2,279,491 (0.1%) +Types: bool:1,249 +Booleans: true:1,249 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2012-05.jsonl +Analysis Time: 2026-01-15 06:54:42 +================================================================================ +Total lines: 2,293,901 +Processed lines: 2,293,901 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 2,293,901/2,293,901 (100.0%) +Types: int:2,293,901 +Numeric values: 2,293,901 total +Numeric range: min:-1, max:45,075, avg:37.5 +Numeric std dev: 489.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,293,901/2,293,901 (100.0%) +Types: NoneType:2,281,372, str:12,529 +Null/Empty: null:2,281,372, empty_str:87 +String length avg: 9.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'SPOILER': 413 (3.3%) + 'Biology': 334 (2.7%) + 'Solved': 298 (2.4%) + 'Self-post': 216 (1.7%) + 'Physics': 213 (1.7%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,293,901/2,293,901 (100.0%) +Types: NoneType:2,289,804, str:4,097 +Null/Empty: null:2,289,804 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 4,062 (99.1%) + 'admin': 26 (0.6%) + 'special': 9 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,293,901/2,293,901 (100.0%) +Types: NoneType:2,088,644, dict:205,257 +Null/Empty: null:2,088,644 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,293,901/2,293,901 (100.0%) +Types: str:2,293,901 +String length avg: 61.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/Ockmq.gif': 4 (0.0%) + 'http://twinfinite.net/blog/2012/05/01/featurama-ni...': 3 (0.0%) + 'http://imgur.com/a/n3bDc': 3 (0.0%) + 'http://www.youtube.com/watch?v=x3tedlWs1XY&fea...': 2 (0.0%) + 'http://i.imgur.com/6sCew.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,293,901/2,293,901 (100.0%) +Types: NoneType:2,281,451, str:12,450 +Null/Empty: null:2,281,451, empty_str:2,379 +String length avg: 6.3 +Unique strings tracked: 505 +Top 5 string values: + 'spoiler': 924 (9.2%) + 'selfpost': 513 (5.1%) + 'bio': 476 (4.7%) + 'default': 382 (3.8%) + 'genre': 367 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,293,901/2,293,901 (100.0%) +Types: str:2,293,901 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2dlt': 1 (0.0%) + 't2dls': 1 (0.0%) + 't2dlr': 1 (0.0%) + 't2dlq': 1 (0.0%) + 't2dlp': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,293,901/2,293,901 (100.0%) +Types: bool:2,243,969, int:49,932 +Booleans: true:36,656 (1.6%), false:2,207,313 (98.4%) +Numeric values: 49,932 total +Numeric range: min:1,337,037,847, max:1,373,993,521, avg:1338076450.6 +Numeric std dev: 2214292.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 2,293,901/2,293,901 (100.0%) +Types: NoneType:2,293,900, int:1 +Null/Empty: null:2,293,900 +Numeric values: 1 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,293,901/2,293,901 (100.0%) +Types: int:2,293,901 +Numeric values: 2,293,901 total +Numeric range: min:1,335,830,400, max:1,338,508,799, avg:1337165808.5 +Numeric std dev: 782216.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 2,293,901/2,293,901 (100.0%) +Types: NoneType:2,293,901 +Null/Empty: null:2,293,901 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 2,293,901/2,293,901 (100.0%) +Types: str:2,293,901 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_t2dlt': 1 (0.0%) + 't3_t2dls': 1 (0.0%) + 't3_t2dlr': 1 (0.0%) + 't3_t2dlq': 1 (0.0%) + 't3_t2dlp': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,293,901/2,293,901 (100.0%) +Types: str:2,293,901 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 262 (0.0%) + 'AdviceAnimals': 193 (0.0%) + 'AskReddit': 161 (0.0%) + 'pics': 153 (0.0%) + 'fffffffuuuuuuuuuuuu': 109 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,293,901/2,293,901 (100.0%) +Types: str:2,293,901 +String length avg: 52.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Molly Quinn- You won't beat her in laser tag!': 4 (0.0%) + 'o_O': 2 (0.0%) + 'Jaqen H'ghar's favorite movie.': 2 (0.0%) + 'Me when people use memes the wrong way...': 2 (0.0%) + 'Gabe Newell as seen by GU Comics..': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,293,901/2,293,901 (100.0%) +Types: NoneType:2,046,487, str:247,414 +Null/Empty: null:2,046,487, empty_str:77,030 +String length avg: 18.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'the atheism bot': 28 (0.0%) + 'The Janitor': 19 (0.0%) + 'P2P State of Hivemind': 10 (0.0%) + 'Knight of /new': 9 (0.0%) + 'Sir': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,293,901/2,293,901 (100.0%) +Types: bool:2,293,901 +Booleans: true:662,761 (28.9%), false:1,631,140 (71.1%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,293,901/2,293,901 (100.0%) +Types: dict:2,293,901 +Null/Empty: empty_obj:2,088,644 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,293,901/2,293,901 (100.0%) +Types: str:2,293,901 +String length avg: 63.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Anarchism/comments/t2dlt/smashing_the_capitalis...': 1 (0.0%) + '/r/Cooking/comments/t2dls/looking_to_make_cheeseca...': 1 (0.0%) + '/r/Music/comments/t2dlr/masta_ace_alphabet_soup/': 1 (0.0%) + '/r/sports/comments/t2dlq/john_tortorella_has_perfe...': 1 (0.0%) + '/r/AskReddit/comments/t2dlp/what_rules_racesclassg...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,293,901/2,293,901 (100.0%) +Types: NoneType:2,047,228, str:246,673 +Null/Empty: null:2,047,228, empty_str:44,648 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 90 (0.0%) + 'Camera': 50 (0.0%) + 'botflair': 34 (0.0%) + 'smoknblunt': 27 (0.0%) + 'mflb': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,293,901/2,293,901 (100.0%) +Types: str:2,293,901 +Null/Empty: empty_str:1,731,767 +String length avg: 767.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Add me via flair': 3 (0.0%) + 'Im shopping around for a new headset, and cant see...': 2 (0.0%) + 'Hey. I know this type of question is somewhat repe...': 2 (0.0%) + 'Pokemon TCG* + +Go here for details :) We're still t...': 2 (0.0%) + 'Come and support if you'd like, it's very similar,...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,293,901/2,293,901 (100.0%) +Types: str:2,293,901 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 470 (0.0%) + 'i.imgur.com': 426 (0.0%) + 'youtube.com': 282 (0.0%) + 'self.AskReddit': 137 (0.0%) + 'qkme.me': 88 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,293,901/2,293,901 (100.0%) +Types: int:2,293,901 +Numeric values: 2,293,901 total +Numeric range: min:-9, max:43,872, avg:8.3 +Numeric std dev: 78.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 2,293,901/2,293,901 (100.0%) +Types: NoneType:2,293,830, bool:71 +Null/Empty: null:2,293,830 +Booleans: true:71 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 2,293,901/2,293,901 (100.0%) +Types: bool:2,293,901 +Booleans: true:0 (0.0%), false:2,293,901 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,293,901/2,293,901 (100.0%) +Types: str:2,293,901 +String length avg: 21.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,054 (0.0%) + 'self': 557 (0.0%) + 'nsfw': 142 (0.0%) + 'http://d.thumbs.redditmedia.com/CQlRsicGgdU2iuVQ.j...': 4 (0.0%) + 'http://d.thumbs.redditmedia.com/NAcHRG3yY-1SUfau.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 2,293,901/2,293,901 (100.0%) +Types: bool:2,293,901 +Booleans: true:2 (0.0%), false:2,293,899 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,293,901/2,293,901 (100.0%) +Types: str:2,293,901 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 262 (0.0%) + 't5_2s7tt': 193 (0.0%) + 't5_2qh1i': 161 (0.0%) + 't5_2qh0u': 153 (0.0%) + 't5_2qqlo': 109 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 2,293,901/2,293,901 (100.0%) +Types: int:2,293,901 +Numeric values: 2,293,901 total +Numeric range: min:-3, max:53,767, avg:61.9 +Numeric std dev: 585.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 2,293,901/2,293,901 (100.0%) +Types: NoneType:2,293,901 +Null/Empty: null:2,293,901 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,293,901/2,293,901 (100.0%) +Types: int:2,293,901 +Numeric values: 2,293,901 total +Numeric range: min:0, max:12,920, avg:24.8 +Numeric std dev: 125.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 2,293,901/2,293,901 (100.0%) +Types: NoneType:1,690,534, str:603,367 +Null/Empty: null:1,690,534 +String length avg: 1032.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 68 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 3 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 2,293,901/2,293,901 (100.0%) +Types: int:2,293,901 +Numeric values: 2,293,901 total +Numeric range: min:1,335,834,000, max:1,338,512,399, avg:1337169408.5 +Numeric std dev: 782216.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 2,293,901/2,293,901 (100.0%) +Types: bool:2,293,901 +Booleans: true:0 (0.0%), false:2,293,901 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,293,901/2,293,901 (100.0%) +Types: bool:2,293,901 +Booleans: true:125,635 (5.5%), false:2,168,266 (94.5%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,292,628/2,293,901 (99.9%) +Types: str:2,292,628 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 433 (0.0%) + 'DonTocino': 5 (0.0%) + 'magstrauma': 4 (0.0%) + 'youregonnaloveme': 4 (0.0%) + 'Pomplamousse': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,273/2,293,901 (0.1%) +Types: bool:1,273 +Booleans: true:1,273 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2012-06.jsonl +Analysis Time: 2026-01-15 06:56:38 +================================================================================ +Total lines: 2,393,973 +Processed lines: 2,393,973 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 2,393,973/2,393,973 (100.0%) +Types: int:2,393,973 +Numeric values: 2,393,973 total +Numeric range: min:-2, max:55,841, avg:36.6 +Numeric std dev: 492.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,393,973/2,393,973 (100.0%) +Types: NoneType:2,361,647, str:32,326 +Null/Empty: null:2,361,647, empty_str:147 +String length avg: 15.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'News/recent source': 561 (1.7%) + 'Self-post': 457 (1.4%) + 'Solved': 332 (1.0%) + 'Season 2': 295 (0.9%) + 'SPOILER': 287 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,393,973/2,393,973 (100.0%) +Types: NoneType:2,389,558, str:4,415 +Null/Empty: null:2,389,558 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 4,398 (99.6%) + 'admin': 14 (0.3%) + 'special': 3 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,393,973/2,393,973 (100.0%) +Types: NoneType:2,180,679, dict:213,294 +Null/Empty: null:2,180,679 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,393,973/2,393,973 (100.0%) +Types: str:2,393,973 +String length avg: 61.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://vitals.msnbc.msn.com/_news/2012/06/01/12013...': 4 (0.0%) + 'http://www.edmontonjournal.com/news/alberta/Wildro...': 3 (0.0%) + 'http://i1155.photobucket.com/albums/p545/mtme/44d9...': 3 (0.0%) + 'http://memegenerator.net/instance/21327403': 2 (0.0%) + 'http://i.imgur.com/APu1Q.gif': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,393,973/2,393,973 (100.0%) +Types: NoneType:2,361,749, str:32,224 +Null/Empty: null:2,361,749, empty_str:3,475 +String length avg: 5.3 +Unique strings tracked: 566 +Top 5 string values: + 'meta': 14,517 (50.5%) + 'news': 1,172 (4.1%) + 'solvedcase': 1,064 (3.7%) + 'selfpost': 838 (2.9%) + 'youtube': 538 (1.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,393,973/2,393,973 (100.0%) +Types: str:2,393,973 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ugfw2': 1 (0.0%) + 'ugfw1': 1 (0.0%) + 'ugfw0': 1 (0.0%) + 'ugfvz': 1 (0.0%) + 'ugfvy': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,393,973/2,393,973 (100.0%) +Types: bool:2,299,256, int:94,717 +Booleans: true:0 (0.0%), false:2,299,256 (100.0%) +Numeric values: 94,717 total +Numeric range: min:1,338,509,079, max:1,373,976,234, avg:1340036085.7 +Numeric std dev: 1820196.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 2,393,973/2,393,973 (100.0%) +Types: NoneType:2,393,969, int:4 +Null/Empty: null:2,393,969 +Numeric values: 4 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 4 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,393,973/2,393,973 (100.0%) +Types: int:2,393,973 +Numeric values: 2,393,973 total +Numeric range: min:1,338,508,801, max:1,341,100,796, avg:1339834072.6 +Numeric std dev: 747132.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 2,393,973/2,393,973 (100.0%) +Types: NoneType:2,393,972, str:1 +Null/Empty: null:2,393,972 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + 'aphexcoil': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 2,393,973/2,393,973 (100.0%) +Types: str:2,393,973 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_ugfw2': 1 (0.0%) + 't3_ugfw1': 1 (0.0%) + 't3_ugfw0': 1 (0.0%) + 't3_ugfvz': 1 (0.0%) + 't3_ugfvy': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,393,973/2,393,973 (100.0%) +Types: str:2,393,973 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 218 (0.0%) + 'AskReddit': 159 (0.0%) + 'AdviceAnimals': 147 (0.0%) + 'pics': 136 (0.0%) + 'gaming': 98 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,393,973/2,393,973 (100.0%) +Types: str:2,393,973 +String length avg: 53.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'No, the zombie apocalypse isn't coming, assures th...': 4 (0.0%) + 'Canadian tax payers on the hook for Premier Alison...': 3 (0.0%) + 'Custom art card sleeves nearing funding goal thank...': 3 (0.0%) + 'What's staving off my IUD insertion cramps?': 2 (0.0%) + 'GGG goes vegan': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,393,973/2,393,973 (100.0%) +Types: NoneType:2,130,532, str:263,441 +Null/Empty: null:2,130,532, empty_str:84,670 +String length avg: 18.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'MOD': 32 (0.0%) + 'the atheism bot': 27 (0.0%) + 'http://i.imgur.com/zJ9yl.gif': 27 (0.0%) + 'The Janitor': 11 (0.0%) + 'One voice of many': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,393,973/2,393,973 (100.0%) +Types: bool:2,393,973 +Booleans: true:716,337 (29.9%), false:1,677,636 (70.1%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,393,973/2,393,973 (100.0%) +Types: dict:2,393,973 +Null/Empty: empty_obj:2,180,679 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,393,973/2,393,973 (100.0%) +Types: str:2,393,973 +String length avg: 64.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/AskReddit/comments/ugfw2/what_are_some_ways_in_...': 1 (0.0%) + '/r/nba/comments/ugfw1/report_phil_jackson_bows_out...': 1 (0.0%) + '/r/fffffffuuuuuuuuuuuu/comments/ugfw0/false_alarm_...': 1 (0.0%) + '/r/pregnant/comments/ugfvz/how_do_i_find_a_pregnan...': 1 (0.0%) + '/r/science/comments/ugfvy/a_different_sort_of_mont...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,393,973/2,393,973 (100.0%) +Types: NoneType:2,132,026, str:261,947 +Null/Empty: null:2,132,026, empty_str:45,144 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 102 (0.0%) + 'botflair': 37 (0.0%) + 'treesblunt': 30 (0.0%) + 'Camera': 25 (0.0%) + 'us': 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,393,973/2,393,973 (100.0%) +Types: str:2,393,973 +Null/Empty: empty_str:1,785,962 +String length avg: 697.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I just wanted to say thanks to everyone on Reddit ...': 3 (0.0%) + 'The boy do I have a subreddit for you! The /r/MyLi...': 3 (0.0%) + 'I'm not sure if this is the right place to post th...': 2 (0.0%) + 'This didn't seem appropriate for any of the subred...': 2 (0.0%) + 'I want a powerful enough laptop to play high-quali...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,393,973/2,393,973 (100.0%) +Types: str:2,393,973 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 457 (0.0%) + 'imgur.com': 449 (0.0%) + 'youtube.com': 271 (0.0%) + 'self.AskReddit': 142 (0.0%) + 'qkme.me': 78 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,393,973/2,393,973 (100.0%) +Types: int:2,393,973 +Numeric values: 2,393,973 total +Numeric range: min:-1, max:42,397, avg:8.6 +Numeric std dev: 86.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 2,393,973/2,393,973 (100.0%) +Types: NoneType:2,393,910, bool:63 +Null/Empty: null:2,393,910 +Booleans: true:61 (96.8%), false:2 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 2,393,973/2,393,973 (100.0%) +Types: bool:2,393,973 +Booleans: true:0 (0.0%), false:2,393,973 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,393,973/2,393,973 (100.0%) +Types: str:2,393,973 +String length avg: 21.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,018 (0.0%) + 'self': 570 (0.0%) + 'nsfw': 173 (0.0%) + 'http://e.thumbs.redditmedia.com/R_3psMrKRzNgkoSp.j...': 4 (0.0%) + 'http://d.thumbs.redditmedia.com/g14-7Puooav0ZtVQ.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 2,393,973/2,393,973 (100.0%) +Types: bool:2,393,973 +Booleans: true:0 (0.0%), false:2,393,973 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,393,973/2,393,973 (100.0%) +Types: str:2,393,973 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 218 (0.0%) + 't5_2qh1i': 159 (0.0%) + 't5_2s7tt': 147 (0.0%) + 't5_2qh0u': 136 (0.0%) + 't5_2qh03': 98 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 2,393,973/2,393,973 (100.0%) +Types: int:2,393,973 +Numeric values: 2,393,973 total +Numeric range: min:-2, max:68,784, avg:61.4 +Numeric std dev: 591.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 2,393,973/2,393,973 (100.0%) +Types: NoneType:2,393,973 +Null/Empty: null:2,393,973 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,393,973/2,393,973 (100.0%) +Types: int:2,393,973 +Numeric values: 2,393,973 total +Numeric range: min:0, max:12,943, avg:25.3 +Numeric std dev: 130.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 2,393,973/2,393,973 (100.0%) +Types: NoneType:1,740,334, str:653,639 +Null/Empty: null:1,740,334 +String length avg: 915.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 59 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 3 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 3 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 2,393,973/2,393,973 (100.0%) +Types: int:2,393,973 +Numeric values: 2,393,973 total +Numeric range: min:1,338,512,401, max:1,341,104,396, avg:1339837672.6 +Numeric std dev: 747132.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 2,393,973/2,393,973 (100.0%) +Types: bool:2,393,973 +Booleans: true:1 (0.0%), false:2,393,972 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,393,973/2,393,973 (100.0%) +Types: bool:2,393,973 +Booleans: true:125,736 (5.3%), false:2,268,237 (94.7%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,392,651/2,393,973 (99.9%) +Types: str:2,392,651 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 426 (0.0%) + 'XXX_Fan': 23 (0.0%) + 'dkmag': 10 (0.0%) + 'beetling': 6 (0.0%) + 'Fabe56': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,322/2,393,973 (0.1%) +Types: bool:1,322 +Booleans: true:1,322 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2012-07.jsonl +Analysis Time: 2026-01-15 06:58:44 +================================================================================ +Total lines: 2,663,529 +Processed lines: 2,663,529 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 2,663,529/2,663,529 (100.0%) +Types: int:2,663,529 +Numeric values: 2,663,529 total +Numeric range: min:-1, max:64,149, avg:35.8 +Numeric std dev: 497.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,663,529/2,663,529 (100.0%) +Types: NoneType:2,575,504, str:88,025 +Null/Empty: null:2,575,504, empty_str:291 +String length avg: 17.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Solved': 58 (0.1%) + 'AnythingGoesNews|reeds1999': 31 (0.0%) + ' News/recent source': 26 (0.0%) + 'Self-post': 22 (0.0%) + 'Dead': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,663,529/2,663,529 (100.0%) +Types: NoneType:2,658,573, str:4,956 +Null/Empty: null:2,658,573 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 4,934 (99.6%) + 'admin': 18 (0.4%) + 'special': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,663,529/2,663,529 (100.0%) +Types: NoneType:2,429,887, dict:233,642 +Null/Empty: null:2,429,887 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,663,529/2,663,529 (100.0%) +Types: str:2,663,529 +Null/Empty: empty_str:1 +String length avg: 62.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/8v1YW.jpg?1': 3 (0.0%) + 'http://www.youtube.com/watch?v=oYyR3afvTfg': 3 (0.0%) + 'http://www.bbc.co.uk/news/science-environment-1866...': 3 (0.0%) + 'http://www.youtube.com/watch?v=9vEd4u1SPp4': 3 (0.0%) + 'http://imgur.com/Qs6Xt': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,663,529/2,663,529 (100.0%) +Types: NoneType:2,575,032, str:88,497 +Null/Empty: null:2,575,032, empty_str:4,162 +String length avg: 4.7 +Unique strings tracked: 677 +Top 5 string values: + 'meta': 61,511 (72.9%) + 'solvedcase': 2,433 (2.9%) + 'dead': 1,814 (2.2%) + 'news': 1,620 (1.9%) + 'selfpost': 971 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,663,529/2,663,529 (100.0%) +Types: str:2,663,529 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'vwed0': 1 (0.0%) + 'vwecz': 1 (0.0%) + 'vwecy': 1 (0.0%) + 'vwecx': 1 (0.0%) + 'vwecw': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,663,529/2,663,529 (100.0%) +Types: bool:2,554,126, int:109,403 +Booleans: true:0 (0.0%), false:2,554,126 (100.0%) +Numeric values: 109,403 total +Numeric range: min:1,341,101,196, max:1,373,842,659, avg:1342659466.0 +Numeric std dev: 1706927.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 2,663,529/2,663,529 (100.0%) +Types: NoneType:2,663,529 +Null/Empty: null:2,663,529 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,663,529/2,663,529 (100.0%) +Types: int:2,663,529 +Numeric values: 2,663,529 total +Numeric range: min:1,341,100,800, max:1,343,779,199, avg:1342466495.8 +Numeric std dev: 763524.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 2,663,529/2,663,529 (100.0%) +Types: NoneType:2,663,529 +Null/Empty: null:2,663,529 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 2,663,529/2,663,529 (100.0%) +Types: str:2,663,529 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_vwed0': 1 (0.0%) + 't3_vwecz': 1 (0.0%) + 't3_vwecy': 1 (0.0%) + 't3_vwecx': 1 (0.0%) + 't3_vwecw': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,663,529/2,663,529 (100.0%) +Types: str:2,663,529 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 196 (0.0%) + 'pics': 149 (0.0%) + 'AskReddit': 142 (0.0%) + 'AdviceAnimals': 107 (0.0%) + 'trees': 104 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,663,529/2,663,529 (100.0%) +Types: str:2,663,529 +String length avg: 53.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Soyuz spacecraft's 'bulls-eye' landing [vid]': 3 (0.0%) + 'This Week in Liberty, Episode 2 | VforVoluntaryTV....': 3 (0.0%) + 'Libya crowd 'ransack Benghazi election office'': 2 (0.0%) + 'Bohemiam Anarchy w/ Stef | Porfest 2012': 2 (0.0%) + 'Rainbow Dash Cake': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,663,529/2,663,529 (100.0%) +Types: NoneType:2,368,800, str:294,729 +Null/Empty: null:2,368,800, empty_str:91,367 +String length avg: 19.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Spends way too much time here :)': 39 (0.0%) + 'the atheism bot': 19 (0.0%) + 'r/gearedup': 11 (0.0%) + '+': 10 (0.0%) + 'XBOX': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,663,529/2,663,529 (100.0%) +Types: bool:2,663,529 +Booleans: true:808,777 (30.4%), false:1,854,752 (69.6%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,663,529/2,663,529 (100.0%) +Types: dict:2,663,529 +Null/Empty: empty_obj:2,429,887 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,663,529/2,663,529 (100.0%) +Types: str:2,663,529 +String length avg: 64.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/gaming/comments/vwed0/what_are_essential_games_...': 1 (0.0%) + '/r/videos/comments/vwecz/a_powerful_statement_abou...': 1 (0.0%) + '/r/trees/comments/vwecy/favorite_toke_song/': 1 (0.0%) + '/r/GalaxyNexus/comments/vwecx/making_the_switch/': 1 (0.0%) + '/r/Leathercraft/comments/vwecw/im_after_someone_to...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,663,529/2,663,529 (100.0%) +Types: NoneType:2,373,233, str:290,296 +Null/Empty: null:2,373,233, empty_str:51,659 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 154 (0.1%) + 'Camera': 43 (0.0%) + 'treesblunt': 30 (0.0%) + 'botflair': 23 (0.0%) + 'smoknjoint': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,663,529/2,663,529 (100.0%) +Types: str:2,663,529 +Null/Empty: empty_str:1,978,320 +String length avg: 627.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I'm a 24/f and my mom is in her 50's.. The past 6 ...': 2 (0.0%) + 'Add me via flair or go to my [Steam profile](http:...': 2 (0.0%) + 'Tried to put it all in the title, long version: + +I...': 2 (0.0%) + 'Tyler Tabman and his Wind-Ups win North American W...': 2 (0.0%) + 'I'm currently 19 and the idea of becoming a firefi...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,663,529/2,663,529 (100.0%) +Types: str:2,663,529 +Null/Empty: empty_str:1 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 588 (0.0%) + 'imgur.com': 475 (0.0%) + 'youtube.com': 322 (0.0%) + 'self.AskReddit': 141 (0.0%) + 'reddit.com': 92 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,663,529/2,663,529 (100.0%) +Types: int:2,663,529 +Numeric values: 2,663,529 total +Numeric range: min:-2, max:27,362, avg:8.5 +Numeric std dev: 82.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 2,663,529/2,663,529 (100.0%) +Types: NoneType:2,663,480, bool:49 +Null/Empty: null:2,663,480 +Booleans: true:49 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 2,663,529/2,663,529 (100.0%) +Types: bool:2,663,529 +Booleans: true:0 (0.0%), false:2,663,529 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,663,529/2,663,529 (100.0%) +Types: str:2,663,529 +String length avg: 22.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,033 (0.0%) + 'self': 646 (0.0%) + 'nsfw': 125 (0.0%) + 'http://b.thumbs.redditmedia.com/8nUF1E5Zbnrlem_O.j...': 4 (0.0%) + 'http://b.thumbs.redditmedia.com/mdJBHUwYx17iS55s.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 2,663,529/2,663,529 (100.0%) +Types: bool:2,663,529 +Booleans: true:0 (0.0%), false:2,663,529 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,663,529/2,663,529 (100.0%) +Types: str:2,663,529 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 196 (0.0%) + 't5_2qh0u': 149 (0.0%) + 't5_2qh1i': 142 (0.0%) + 't5_2s7tt': 107 (0.0%) + 't5_2r9vp': 104 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 2,663,529/2,663,529 (100.0%) +Types: int:2,663,529 +Numeric values: 2,663,529 total +Numeric range: min:-4, max:71,011, avg:60.6 +Numeric std dev: 597.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 2,663,529/2,663,529 (100.0%) +Types: NoneType:2,663,529 +Null/Empty: null:2,663,529 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,663,529/2,663,529 (100.0%) +Types: int:2,663,529 +Numeric values: 2,663,529 total +Numeric range: min:0, max:21,307, avg:25.3 +Numeric std dev: 132.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 2,663,529/2,663,529 (100.0%) +Types: NoneType:1,922,924, str:740,605 +Null/Empty: null:1,922,924 +String length avg: 795.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 69 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 2,663,529/2,663,529 (100.0%) +Types: int:2,663,529 +Numeric values: 2,663,529 total +Numeric range: min:1,341,104,400, max:1,343,782,799, avg:1342470095.8 +Numeric std dev: 763524.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 2,663,529/2,663,529 (100.0%) +Types: bool:2,663,529 +Booleans: true:0 (0.0%), false:2,663,529 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,663,529/2,663,529 (100.0%) +Types: bool:2,663,529 +Booleans: true:140,497 (5.3%), false:2,523,032 (94.7%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,662,144/2,663,529 (99.9%) +Types: str:2,662,144 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 393 (0.0%) + 'PoliticBot': 24 (0.0%) + 'davidreiss666': 22 (0.0%) + 'Probably_on_Reddit': 12 (0.0%) + 'redonculous': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,385/2,663,529 (0.1%) +Types: bool:1,385 +Booleans: true:1,385 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2012-08.jsonl +Analysis Time: 2026-01-15 07:00:54 +================================================================================ +Total lines: 2,782,752 +Processed lines: 2,782,752 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 2,782,752/2,782,752 (100.0%) +Types: int:2,782,752 +Numeric values: 2,782,752 total +Numeric range: min:-1, max:225,969, avg:37.5 +Numeric std dev: 551.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,782,752/2,782,752 (100.0%) +Types: NoneType:2,677,626, str:105,126 +Null/Empty: null:2,677,626, empty_str:727 +String length avg: 17.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'RESCUED': 34 (0.0%) + 'Solved': 34 (0.0%) + 'Dead': 34 (0.0%) + 'Recent source (III)': 31 (0.0%) + 'evolutionReddit|UlkeshNaranek': 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,782,752/2,782,752 (100.0%) +Types: NoneType:2,777,189, str:5,563 +Null/Empty: null:2,777,189 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 5,532 (99.4%) + 'admin': 29 (0.5%) + 'special': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,782,752/2,782,752 (100.0%) +Types: NoneType:2,534,063, dict:248,689 +Null/Empty: null:2,534,063 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,782,752/2,782,752 (100.0%) +Types: str:2,782,752 +String length avg: 63.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://skepchick.org/2012/08/jamila-bey-pwns-bigot...': 4 (0.0%) + 'http://www.nextgov.com/cybersecurity/2012/08/chanc...': 4 (0.0%) + 'http://i.imgur.com/Ehur3.jpg': 4 (0.0%) + 'http://www.reuters.com/article/2012/05/03/us-usa-g...': 3 (0.0%) + 'http://www.nextgov.com/cybersecurity/2012/08/malic...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,782,752/2,782,752 (100.0%) +Types: NoneType:2,662,740, str:120,012 +Null/Empty: null:2,662,740, empty_str:4,107 +String length avg: 4.9 +Unique strings tracked: 788 +Top 5 string values: + 'meta': 71,365 (61.6%) + 'normal': 9,015 (7.8%) + 'baby': 2,880 (2.5%) + 'solvedcase': 2,848 (2.5%) + 'quality': 1,904 (1.6%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,782,752/2,782,752 (100.0%) +Types: str:2,782,752 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'xj9ol': 1 (0.0%) + 'xj9ok': 1 (0.0%) + 'xj9oj': 1 (0.0%) + 'xj9oi': 1 (0.0%) + 'xj9oh': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,782,752/2,782,752 (100.0%) +Types: bool:2,669,497, int:113,255 +Booleans: true:0 (0.0%), false:2,669,497 (100.0%) +Numeric values: 113,255 total +Numeric range: min:1,343,779,448, max:1,373,804,202, avg:1345309932.3 +Numeric std dev: 1651892.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 2,782,752/2,782,752 (100.0%) +Types: NoneType:2,782,752 +Null/Empty: null:2,782,752 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,782,752/2,782,752 (100.0%) +Types: int:2,782,752 +Numeric values: 2,782,752 total +Numeric range: min:1,343,779,200, max:1,346,457,599, avg:1345128071.7 +Numeric std dev: 776833.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 2,782,752/2,782,752 (100.0%) +Types: NoneType:2,782,752 +Null/Empty: null:2,782,752 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 2,782,752/2,782,752 (100.0%) +Types: str:2,782,752 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_xj9ol': 1 (0.0%) + 't3_xj9ok': 1 (0.0%) + 't3_xj9oj': 1 (0.0%) + 't3_xj9oi': 1 (0.0%) + 't3_xj9oh': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,782,752/2,782,752 (100.0%) +Types: str:2,782,752 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 213 (0.0%) + 'AskReddit': 134 (0.0%) + 'AdviceAnimals': 124 (0.0%) + 'pics': 123 (0.0%) + 'POLITIC': 107 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,782,752/2,782,752 (100.0%) +Types: str:2,782,752 +String length avg: 54.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Chances dwindle for senate cybersecurity bill': 4 (0.0%) + 'Daily reminder: Free birth control rule kicks in t...': 4 (0.0%) + 'Skepchick's Jamila Bey owns anti-gay bigots on C-S...': 3 (0.0%) + '"Weapons" banned at Republican National Convention...': 3 (0.0%) + 'Malicious tool hides in hardware to open backdoors...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,782,752/2,782,752 (100.0%) +Types: NoneType:2,469,060, str:313,692 +Null/Empty: null:2,469,060, empty_str:99,659 +String length avg: 19.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '+': 15 (0.0%) + 'United States': 14 (0.0%) + 'the atheism bot': 14 (0.0%) + 'One voice of many': 10 (0.0%) + 'http://i.imgur.com/zJ9yl.gif': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,782,752/2,782,752 (100.0%) +Types: bool:2,782,752 +Booleans: true:859,322 (30.9%), false:1,923,430 (69.1%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,782,752/2,782,752 (100.0%) +Types: dict:2,782,752 +Null/Empty: empty_obj:2,534,063 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,782,752/2,782,752 (100.0%) +Types: str:2,782,752 +String length avg: 64.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/worldnews/comments/xj9ol/iranians_cry_conspirac...': 1 (0.0%) + '/r/onlinegames/comments/xj9ok/s/': 1 (0.0%) + '/r/aww/comments/xj9oj/leave_me_alone_im_trying_to_...': 1 (0.0%) + '/r/circlejerk/comments/xj9oi/too_many_atheisms_not...': 1 (0.0%) + '/r/relationship_advice/comments/xj9oh/18f_reddit_i...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,782,752/2,782,752 (100.0%) +Types: NoneType:2,474,564, str:308,188 +Null/Empty: null:2,474,564, empty_str:57,259 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 86 (0.0%) + 'us': 24 (0.0%) + 'Camera': 23 (0.0%) + 'smoknjoint': 22 (0.0%) + 'user': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,782,752/2,782,752 (100.0%) +Types: str:2,782,752 +Null/Empty: empty_str:2,062,635 +String length avg: 634.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I'm coming to the end of my prescription and the e...': 2 (0.0%) + 'For me, it's The Shins - Port of Morrow.': 2 (0.0%) + 'I've found that when not powered, inhaling the mfl...': 2 (0.0%) + 'Met in a bar and have had a few crazy nights toget...': 1 (0.0%) + 'So the ingredients were garlic, onions (not green)...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,782,752/2,782,752 (100.0%) +Types: str:2,782,752 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 425 (0.0%) + 'imgur.com': 391 (0.0%) + 'youtube.com': 246 (0.0%) + 'self.AskReddit': 122 (0.0%) + 'qkme.me': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,782,752/2,782,752 (100.0%) +Types: int:2,782,752 +Numeric values: 2,782,752 total +Numeric range: min:-3, max:27,536, avg:8.7 +Numeric std dev: 87.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 2,782,752/2,782,752 (100.0%) +Types: NoneType:2,782,711, bool:41 +Null/Empty: null:2,782,711 +Booleans: true:41 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 2,782,752/2,782,752 (100.0%) +Types: bool:2,782,752 +Booleans: true:0 (0.0%), false:2,782,752 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,782,752/2,782,752 (100.0%) +Types: str:2,782,752 +String length avg: 22.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,064 (0.0%) + 'self': 675 (0.0%) + 'nsfw': 140 (0.0%) + 'http://e.thumbs.redditmedia.com/2MzZHqwffHoAHkQR.j...': 14 (0.0%) + 'http://f.thumbs.redditmedia.com/ZKImTRm_TEYdfKT_.j...': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 2,782,752/2,782,752 (100.0%) +Types: bool:2,782,752 +Booleans: true:1 (0.0%), false:2,782,751 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,782,752/2,782,752 (100.0%) +Types: str:2,782,752 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 213 (0.0%) + 't5_2qh1i': 134 (0.0%) + 't5_2s7tt': 124 (0.0%) + 't5_2qh0u': 123 (0.0%) + 't5_2r84s': 107 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 2,782,752/2,782,752 (100.0%) +Types: int:2,782,752 +Numeric values: 2,782,752 total +Numeric range: min:-1, max:240,730, avg:63.1 +Numeric std dev: 653.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 2,782,752/2,782,752 (100.0%) +Types: NoneType:2,782,752 +Null/Empty: null:2,782,752 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,782,752/2,782,752 (100.0%) +Types: int:2,782,752 +Numeric values: 2,782,752 total +Numeric range: min:0, max:14,761, avg:26.1 +Numeric std dev: 137.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 2,782,752/2,782,752 (100.0%) +Types: NoneType:2,003,589, str:779,163 +Null/Empty: null:2,003,589 +String length avg: 805.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 73 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 2,782,752/2,782,752 (100.0%) +Types: int:2,782,752 +Numeric values: 2,782,752 total +Numeric range: min:1,343,782,800, max:1,346,461,199, avg:1345131671.7 +Numeric std dev: 776833.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 2,782,752/2,782,752 (100.0%) +Types: bool:2,782,752 +Booleans: true:0 (0.0%), false:2,782,752 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,782,752/2,782,752 (100.0%) +Types: bool:2,782,752 +Booleans: true:145,633 (5.2%), false:2,637,119 (94.8%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,781,273/2,782,752 (99.9%) +Types: str:2,781,273 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 376 (0.0%) + 'PoliticBot': 42 (0.0%) + 'MrSnakeX': 13 (0.0%) + 'mepper': 8 (0.0%) + 'newyork99': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,479/2,782,752 (0.1%) +Types: bool:1,479 +Booleans: true:1,479 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2012-09.jsonl +Analysis Time: 2026-01-15 07:03:01 +================================================================================ +Total lines: 2,568,109 +Processed lines: 2,568,109 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 2,568,109/2,568,109 (100.0%) +Types: int:2,568,109 +Numeric values: 2,568,109 total +Numeric range: min:1,413,532,926, max:1,413,614,354, avg:1413573132.1 +Numeric std dev: 23699.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,568,109/2,568,109 (100.0%) +Types: int:2,568,109 +Numeric values: 2,568,109 total +Numeric range: min:-1, max:25,606, avg:8.5 +Numeric std dev: 79.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 2,568,109/2,568,109 (100.0%) +Types: int:2,568,109 +Numeric values: 2,568,109 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 2,568,107 (100.0%) + 1: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,568,109/2,568,109 (100.0%) +Types: str:2,568,109 +String length avg: 65.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/MorbidReality/comments/z7h35/searching_for_the_...': 1 (0.0%) + '/r/doctorwho/comments/z7h34/doctor_who_mod_for_fal...': 1 (0.0%) + '/r/dogpictures/comments/z7h33/it_was_goldenpaloza_...': 1 (0.0%) + '/r/atheism/comments/z7h32/my_parents_are_sending_m...': 1 (0.0%) + '/r/WTF/comments/z7h31/this_is_on_here_right/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,568,109/2,568,109 (100.0%) +Types: str:2,568,109 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 200 (0.0%) + 'AskReddit': 144 (0.0%) + 'pics': 136 (0.0%) + 'AdviceAnimals': 97 (0.0%) + 'aww': 88 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,568,109/2,568,109 (100.0%) +Types: NoneType:2,332,326, dict:235,783 +Null/Empty: null:2,332,326 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,568,109/2,568,109 (100.0%) +Types: int:2,568,109 +Numeric values: 2,568,109 total +Numeric range: min:1,346,457,600, max:1,349,049,598, avg:1347754361.5 +Numeric std dev: 739049.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 2,568,109/2,568,109 (100.0%) +Types: NoneType:2,568,109 +Null/Empty: null:2,568,109 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 2,568,109/2,568,109 (100.0%) +Types: NoneType:2,568,109 +Null/Empty: null:2,568,109 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,568,109/2,568,109 (100.0%) +Types: str:2,568,109 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 200 (0.0%) + 't5_2qh1i': 144 (0.0%) + 't5_2qh0u': 136 (0.0%) + 't5_2s7tt': 97 (0.0%) + 't5_2qh1o': 88 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,568,109/2,568,109 (100.0%) +Types: NoneType:2,222,975, str:345,134 +Null/Empty: null:2,222,975, empty_str:87,267 +String length avg: 22.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 317 (0.1%) + 'the atheism bot': 17 (0.0%) + 'Gypsy': 14 (0.0%) + 'Pic Hunter': 11 (0.0%) + 'Twilight Sparkle': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,568,109/2,568,109 (100.0%) +Types: int:2,568,109 +Numeric values: 2,568,109 total +Numeric range: min:0, max:10,808, avg:28.3 +Numeric std dev: 150.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,568,109/2,568,109 (100.0%) +Types: NoneType:2,444,509, str:123,600 +Null/Empty: null:2,444,509, empty_str:7,095 +String length avg: 4.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 63,567 (54.6%) + 'normal': 8,518 (7.3%) + 'solvedcase': 2,614 (2.2%) + 'quality': 2,259 (1.9%) + 'baby': 1,708 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,568,109/2,568,109 (100.0%) +Types: str:2,568,109 +Null/Empty: empty_str:1,910,438 +String length avg: 634.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The title is pretty self-exclamatory. I am 14, and...': 3 (0.0%) + 'Looking for a good possible Tier 1 build for wukon...': 2 (0.0%) + 'http://steamcommunity.com/id/BertoSunchips + +Add me': 2 (0.0%) + 'Our Ad from Craigslist + +We are in need of a Fundra...': 2 (0.0%) + 'Why are people still looked at badly if they date ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 2,568,109/2,568,109 (100.0%) +Types: dict:2,568,109 +Null/Empty: empty_obj:2,568,091 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 2,568,109/2,568,109 (100.0%) +Types: int:2,568,109 +Numeric values: 2,568,109 total +Numeric range: min:0, max:10,808, avg:28.3 +Numeric std dev: 150.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,568,109/2,568,109 (100.0%) +Types: NoneType:2,225,245, str:342,864 +Null/Empty: null:2,225,245, empty_str:48,878 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 396 (0.1%) + 'default': 119 (0.0%) + 'year1': 22 (0.0%) + 'treesblunt': 19 (0.0%) + 'botflair': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 2,568,109/2,568,109 (100.0%) +Types: NoneType:2,568,091, dict:18 +Null/Empty: null:2,568,091 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,568,109/2,568,109 (100.0%) +Types: str:2,568,109 +Null/Empty: empty_str:1 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 518 (0.0%) + 'imgur.com': 453 (0.0%) + 'youtube.com': 295 (0.0%) + 'self.AskReddit': 142 (0.0%) + 'qkme.me': 52 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,568,109/2,568,109 (100.0%) +Types: NoneType:2,562,928, str:5,181 +Null/Empty: null:2,562,928 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 5,147 (99.3%) + 'admin': 31 (0.6%) + 'special': 3 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 2,568,109/2,568,109 (100.0%) +Types: int:2,568,109 +Numeric values: 2,568,109 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 2,568,109 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 2,568,109/2,568,109 (100.0%) +Types: NoneType:1,847,662, str:720,447 +Null/Empty: null:1,847,662 +String length avg: 799.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 88 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 3 (0.0%) + '<!-- SC_OFF --><div class="md"></di...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 2,568,109/2,568,109 (100.0%) +Types: bool:2,568,109 +Booleans: true:0 (0.0%), false:2,568,109 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,568,109/2,568,109 (100.0%) +Types: str:2,568,109 +String length avg: 21.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,309 (0.1%) + 'self': 730 (0.0%) + 'nsfw': 158 (0.0%) + 'http://e.thumbs.redditmedia.com/R_3psMrKRzNgkoSp.j...': 4 (0.0%) + 'http://e.thumbs.redditmedia.com/HT-FNsNZRhM8ecHj.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,568,109/2,568,109 (100.0%) +Types: str:2,568,109 +Null/Empty: empty_str:1 +String length avg: 55.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'GOP Desperate to Keep Johnson Off the Ballot': 2 (0.0%) + 'Some 'news' outlets seek to protect the left, defy...': 2 (0.0%) + 'Hi, I'm squinted's right ball, I hurt a lot, AMA': 2 (0.0%) + 'When will we face the fact that no one will ever c...': 2 (0.0%) + 'Justin bieber dead': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,568,109/2,568,109 (100.0%) +Types: bool:2,568,109 +Booleans: true:796,718 (31.0%), false:1,771,391 (69.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,568,109/2,568,109 (100.0%) +Types: NoneType:2,458,597, str:109,512 +Null/Empty: null:2,458,597, empty_str:1,215 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Solved': 57 (0.1%) + 'RESCUED': 27 (0.0%) + 'Dead': 20 (0.0%) + 'Self-post': 17 (0.0%) + 'politics|IAmperfectlyCalm': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,568,109/2,568,109 (100.0%) +Types: bool:2,469,336, int:98,773 +Booleans: true:0 (0.0%), false:2,469,336 (100.0%) +Numeric values: 98,773 total +Numeric range: min:1,346,458,028, max:1,413,587,137, avg:1348047463.7 +Numeric std dev: 2929871.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,568,109/2,568,109 (100.0%) +Types: str:2,568,109 +Null/Empty: empty_str:1 +String length avg: 63.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.examiner.com/article/gop-desperate-to-...': 2 (0.0%) + 'http://imgur.com/EwhGc': 2 (0.0%) + 'http://chronicle.augusta.com/opinion/editorials/20...': 2 (0.0%) + 'http://justin.bieber.swellserver.com/news/top_stor...': 2 (0.0%) + 'http://i.imgur.com/lgVxY.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 2,568,109/2,568,109 (100.0%) +Types: list:2,568,109 +Null/Empty: empty_arr:2,568,109 + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,568,109/2,568,109 (100.0%) +Types: str:2,568,109 +String length avg: 5.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'z7h35': 1 (0.0%) + 'z7h34': 1 (0.0%) + 'z7h33': 1 (0.0%) + 'z7h32': 1 (0.0%) + 'z7h31': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,568,109/2,568,109 (100.0%) +Types: dict:2,568,109 +Null/Empty: empty_obj:2,332,326 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 2,568,109/2,568,109 (100.0%) +Types: list:2,568,109 +Null/Empty: empty_arr:2,568,109 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,568,109/2,568,109 (100.0%) +Types: bool:2,568,109 +Booleans: true:142,662 (5.6%), false:2,425,447 (94.4%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,566,524/2,568,109 (99.9%) +Types: str:2,566,524 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 497 (0.0%) + 'PoliticBot': 25 (0.0%) + 'ModerationLog': 5 (0.0%) + 'squinted': 3 (0.0%) + 'PornGuy18': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,585/2,568,109 (0.1%) +Types: bool:1,585 +Booleans: true:1,585 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2012-10.jsonl +Analysis Time: 2026-01-15 07:05:22 +================================================================================ +Total lines: 2,776,156 +Processed lines: 2,776,156 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,776,156/2,776,156 (100.0%) +Types: bool:2,676,701, int:99,455 +Booleans: true:0 (0.0%), false:2,676,701 (100.0%) +Numeric values: 99,455 total +Numeric range: min:1,349,049,994, max:1,413,460,571, avg:1350692541.7 +Numeric std dev: 2877684.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,776,156/2,776,156 (100.0%) +Types: NoneType:2,646,597, str:129,559 +Null/Empty: null:2,646,597, empty_str:1,850 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Solved': 52 (0.0%) + 'Dead': 28 (0.0%) + 'evolutionReddit|UlkeshNaranek': 25 (0.0%) + 'Recent source (III)': 24 (0.0%) + 'Politics (Rule IV)': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,776,156/2,776,156 (100.0%) +Types: bool:2,776,156 +Booleans: true:841,993 (30.3%), false:1,934,163 (69.7%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,776,156/2,776,156 (100.0%) +Types: str:2,776,156 +Null/Empty: empty_str:1 +String length avg: 55.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Race Day Girls': 23 (0.0%) + 'The Federal Reserve: Subsidizing Evil Since 1913! +': 5 (0.0%) + 'Democrats make winning a kind of losing. It looks ...': 4 (0.0%) + 'A petition for equal child support providers.': 2 (0.0%) + 'The tip. Any girls fancy a lick? :P comments / pm'...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,776,156/2,776,156 (100.0%) +Types: bool:2,776,156 +Booleans: true:161,757 (5.8%), false:2,614,399 (94.2%) + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 2,776,156/2,776,156 (100.0%) +Types: list:2,776,156 +Null/Empty: empty_arr:2,776,156 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,776,156/2,776,156 (100.0%) +Types: dict:2,776,156 +Null/Empty: empty_obj:2,510,041 + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,776,156/2,776,156 (100.0%) +Types: str:2,776,156 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '10sf7s': 1 (0.0%) + '10sf7q': 1 (0.0%) + '10sf7p': 1 (0.0%) + '10sf7o': 1 (0.0%) + '10sf7n': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 2,776,156/2,776,156 (100.0%) +Types: list:2,776,156 +Null/Empty: empty_arr:2,776,156 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,776,156/2,776,156 (100.0%) +Types: str:2,776,156 +Null/Empty: empty_str:1 +String length avg: 63.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.youtube.com/watch?v=MGj4-0tKZQQ&fea...': 5 (0.0%) + 'http://lhote.blogspot.com/2012/09/youre-either-wit...': 4 (0.0%) + 'http://i.imgur.com/ZxW3S.jpg': 3 (0.0%) + 'http://imageshimage.com/baj7odkyk2zi/upload403.jpg...': 3 (0.0%) + 'http://www.change.org/petitions/equal-child-suppor...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,776,156/2,776,156 (100.0%) +Types: str:2,776,156 +Null/Empty: empty_str:2,083,884 +String length avg: 615.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'So I decided to take a look at a scenario that is ...': 2 (0.0%) + '***EDIT***: **So I found [*THIS*](http://www.420ma...': 2 (0.0%) + 'They patched the 255 .ini cheat, but a new cheat h...': 2 (0.0%) + 'I'm trying to gauge the interest of the Seattle ga...': 2 (0.0%) + 'The first time it should be really important and y...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,776,156/2,776,156 (100.0%) +Types: NoneType:2,637,715, str:138,441 +Null/Empty: null:2,637,715, empty_str:11,509 +String length avg: 4.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 51,118 (40.3%) + 'normal': 3,921 (3.1%) + 'solvedcase': 2,132 (1.7%) + 'quality': 1,524 (1.2%) + 'Politics': 1,451 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,776,156/2,776,156 (100.0%) +Types: int:2,776,156 +Numeric values: 2,776,156 total +Numeric range: min:0, max:17,367, avg:28.7 +Numeric std dev: 157.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,776,156/2,776,156 (100.0%) +Types: NoneType:2,401,526, str:374,630 +Null/Empty: null:2,401,526, empty_str:96,368 +String length avg: 22.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 374 (0.1%) + 'the atheism bot': 16 (0.0%) + 'One voice of many': 9 (0.0%) + 'Contributor': 7 (0.0%) + 'Raptors': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,776,156/2,776,156 (100.0%) +Types: int:2,776,156 +Numeric values: 2,776,156 total +Numeric range: min:1,349,049,601, max:1,351,727,999, avg:1350400191.8 +Numeric std dev: 781598.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 2,776,156/2,776,156 (100.0%) +Types: NoneType:2,776,156 +Null/Empty: null:2,776,156 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,776,156/2,776,156 (100.0%) +Types: str:2,776,156 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 193 (0.0%) + 't5_2s7tt': 148 (0.0%) + 't5_2qh1i': 133 (0.0%) + 't5_2qh0u': 89 (0.0%) + 't5_2r84s': 79 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 2,776,156/2,776,156 (100.0%) +Types: NoneType:2,776,156 +Null/Empty: null:2,776,156 + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,776,156/2,776,156 (100.0%) +Types: NoneType:2,510,041, dict:266,115 +Null/Empty: null:2,510,041 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,776,156/2,776,156 (100.0%) +Types: str:2,776,156 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 193 (0.0%) + 'AdviceAnimals': 148 (0.0%) + 'AskReddit': 133 (0.0%) + 'pics': 89 (0.0%) + 'POLITIC': 79 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 2,776,156/2,776,156 (100.0%) +Types: int:2,776,156 +Numeric values: 2,776,156 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 2,776,152 (100.0%) + 1: 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,776,156/2,776,156 (100.0%) +Types: str:2,776,156 +String length avg: 65.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/bangladesh/comments/10sf7s/was_pleasantly_surpr...': 1 (0.0%) + '/r/melodicdeathmetal/comments/10sf7q/return_from_e...': 1 (0.0%) + '/r/funny/comments/10sf7p/mean_girls_were_right/': 1 (0.0%) + '/r/Android/comments/10sf7o/thats_what_she_said_abo...': 1 (0.0%) + '/r/aww/comments/10sf7n/who_says_surfing_reddit_mak...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,776,156/2,776,156 (100.0%) +Types: int:2,776,156 +Numeric values: 2,776,156 total +Numeric range: min:-3, max:25,128, avg:8.3 +Numeric std dev: 79.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 2,776,156/2,776,156 (100.0%) +Types: int:2,776,156 +Numeric values: 2,776,156 total +Numeric range: min:1,413,445,412, max:1,413,532,926, avg:1413488526.9 +Numeric std dev: 25577.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 2,776,156/2,776,156 (100.0%) +Types: bool:2,776,156 +Booleans: true:0 (0.0%), false:2,776,156 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,776,156/2,776,156 (100.0%) +Types: str:2,776,156 +String length avg: 21.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,066 (0.0%) + 'self': 587 (0.0%) + 'nsfw': 195 (0.0%) + 'http://f.thumbs.redditmedia.com/ealO0pTQDWUwg3CA.j...': 5 (0.0%) + 'http://a.thumbs.redditmedia.com/mjQWRlABDXIKJf3H.j...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 2,776,156/2,776,156 (100.0%) +Types: NoneType:2,012,968, str:763,188 +Null/Empty: null:2,012,968 +String length avg: 772.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 86 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 2,776,156/2,776,156 (100.0%) +Types: int:2,776,156 +Numeric values: 2,776,156 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 2,776,156 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,776,156/2,776,156 (100.0%) +Types: NoneType:2,770,505, str:5,651 +Null/Empty: null:2,770,505 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 5,619 (99.4%) + 'admin': 25 (0.4%) + 'special': 7 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,776,156/2,776,156 (100.0%) +Types: str:2,776,156 +Null/Empty: empty_str:1 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 519 (0.0%) + 'imgur.com': 388 (0.0%) + 'youtube.com': 259 (0.0%) + 'self.AskReddit': 138 (0.0%) + 'qkme.me': 75 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 2,776,156/2,776,156 (100.0%) +Types: NoneType:2,776,137, dict:19 +Null/Empty: null:2,776,137 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,776,156/2,776,156 (100.0%) +Types: NoneType:2,404,181, str:371,975 +Null/Empty: null:2,404,181, empty_str:53,075 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 452 (0.1%) + 'default': 62 (0.0%) + 'Camera': 25 (0.0%) + 'botflair': 19 (0.0%) + 'us': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 2,776,156/2,776,156 (100.0%) +Types: int:2,776,156 +Numeric values: 2,776,156 total +Numeric range: min:0, max:17,367, avg:28.7 +Numeric std dev: 157.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 2,776,156/2,776,156 (100.0%) +Types: dict:2,776,156 +Null/Empty: empty_obj:2,776,137 + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,774,419/2,776,156 (99.9%) +Types: str:2,774,419 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 496 (0.0%) + 'PoliticBot': 46 (0.0%) + 'StretchinAZ': 38 (0.0%) + 'nofapgonewildbot': 16 (0.0%) + 'anacrolix': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,737/2,776,156 (0.1%) +Types: bool:1,737 +Booleans: true:1,737 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2012-11.jsonl +Analysis Time: 2026-01-15 07:07:40 +================================================================================ +Total lines: 2,706,118 +Processed lines: 2,706,118 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 2,706,118/2,706,118 (100.0%) +Types: int:2,706,118 +Numeric values: 2,706,118 total +Numeric range: min:0, max:18,788, avg:29.9 +Numeric std dev: 168.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 2,706,118/2,706,118 (100.0%) +Types: dict:2,706,118 +Null/Empty: empty_obj:2,706,087 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,706,118/2,706,118 (100.0%) +Types: NoneType:2,333,744, str:372,374 +Null/Empty: null:2,333,744, empty_str:53,568 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 626 (0.2%) + 'default': 161 (0.1%) + 'year1': 20 (0.0%) + '360': 19 (0.0%) + 'Camera': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,706,118/2,706,118 (100.0%) +Types: str:2,706,118 +String length avg: 13.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 479 (0.0%) + 'imgur.com': 445 (0.0%) + 'youtube.com': 293 (0.0%) + 'self.AskReddit': 120 (0.0%) + 'reddit.com': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 2,706,118/2,706,118 (100.0%) +Types: NoneType:2,706,087, dict:31 +Null/Empty: null:2,706,087 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,706,118/2,706,118 (100.0%) +Types: NoneType:2,700,793, str:5,325 +Null/Empty: null:2,700,793 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 5,304 (99.6%) + 'admin': 16 (0.3%) + 'special': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 2,706,118/2,706,118 (100.0%) +Types: int:2,706,118 +Numeric values: 2,706,118 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 2,706,118 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 2,706,118/2,706,118 (100.0%) +Types: NoneType:1,915,905, str:790,213 +Null/Empty: null:1,915,905 +String length avg: 770.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 89 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 3 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 2,706,118/2,706,118 (100.0%) +Types: bool:2,706,118 +Booleans: true:0 (0.0%), false:2,706,118 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,706,118/2,706,118 (100.0%) +Types: str:2,706,117, NoneType:1 +Null/Empty: null:1 +String length avg: 21.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,197 (0.0%) + 'self': 612 (0.0%) + 'nsfw': 149 (0.0%) + 'http://d.thumbs.redditmedia.com/DkqZwAuFSdDGLMdo.j...': 6 (0.0%) + 'http://d.thumbs.redditmedia.com/UPDrcYozqNnsn4FE.j...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 2,706,118/2,706,118 (100.0%) +Types: int:2,706,118 +Numeric values: 2,706,118 total +Numeric range: min:1,413,330,797, max:1,413,445,412, avg:1413383140.3 +Numeric std dev: 36173.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,706,118/2,706,118 (100.0%) +Types: int:2,706,118 +Numeric values: 2,706,118 total +Numeric range: min:-1, max:27,499, avg:8.5 +Numeric std dev: 83.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 2,706,118/2,706,118 (100.0%) +Types: int:2,706,118 +Numeric values: 2,706,118 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 2,706,111 (100.0%) + 1: 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,706,118/2,706,118 (100.0%) +Types: str:2,706,118 +String length avg: 65.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/formula1/comments/12hjdx/webber_reviewing_cars/': 1 (0.0%) + '/r/skiing/comments/12hjdw/that_feeling_when_you_fi...': 1 (0.0%) + '/r/buildapc/comments/12hjdv/build_ready_help_with_...': 1 (0.0%) + '/r/sandy/comments/12hjdu/im_really_worried_about_t...': 1 (0.0%) + '/r/POLITIC/comments/12hjdt/raping_sailor_is_kissin...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,706,118/2,706,118 (100.0%) +Types: str:2,706,118 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 179 (0.0%) + 'pics': 133 (0.0%) + 'AskReddit': 120 (0.0%) + 'AdviceAnimals': 108 (0.0%) + 'POLITIC': 104 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 2,706,118/2,706,118 (100.0%) +Types: NoneType:2,706,118 +Null/Empty: null:2,706,118 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,706,118/2,706,118 (100.0%) +Types: int:2,706,118 +Numeric values: 2,706,118 total +Numeric range: min:1,351,728,000, max:1,354,319,999, avg:1353022493.9 +Numeric std dev: 752406.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 2,706,118/2,706,118 (100.0%) +Types: NoneType:2,706,118 +Null/Empty: null:2,706,118 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,706,118/2,706,118 (100.0%) +Types: str:2,706,118 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 179 (0.0%) + 't5_2qh0u': 133 (0.0%) + 't5_2qh1i': 120 (0.0%) + 't5_2s7tt': 108 (0.0%) + 't5_2r84s': 104 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,706,118/2,706,118 (100.0%) +Types: NoneType:2,449,573, dict:256,545 +Null/Empty: null:2,449,573 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,706,118/2,706,118 (100.0%) +Types: int:2,706,118 +Numeric values: 2,706,118 total +Numeric range: min:0, max:18,788, avg:29.9 +Numeric std dev: 168.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,706,118/2,706,118 (100.0%) +Types: NoneType:2,327,578, str:378,540 +Null/Empty: null:2,327,578, empty_str:91,412 +String length avg: 23.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 473 (0.2%) + 'the atheism bot': 8 (0.0%) + 'Boost On The Corners': 7 (0.0%) + 'Sir': 6 (0.0%) + 'MOD': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,706,118/2,706,118 (100.0%) +Types: NoneType:2,570,397, str:135,721 +Null/Empty: null:2,570,397, empty_str:11,494 +String length avg: 4.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 39,701 (32.0%) + 'normal': 2,296 (1.8%) + 'Politics': 2,230 (1.8%) + 'solvedcase': 1,320 (1.1%) + 'charted': 1,011 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,706,118/2,706,118 (100.0%) +Types: str:2,706,118 +Null/Empty: empty_str:1,990,826 +String length avg: 608.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[ACTION STEP] We need your help to contact the fol...': 3 (0.0%) + '^ http://steamcommunity.com/id/catsarefunny/': 2 (0.0%) + 'Title.': 2 (0.0%) + 'You can add me.': 2 (0.0%) + 'My Dad's Mac Pro is getting on a bit now (I think ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,706,118/2,706,118 (100.0%) +Types: str:2,706,118 +String length avg: 64.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.flickr.com/photos/40122107@N07/81461700...': 5 (0.0%) + 'http://keyboardmilitia.com/2010/05/18/the-obamacar...': 3 (0.0%) + 'http://www.vancouverite.com/2012/10/31/b-c-boy-7-c...': 3 (0.0%) + 'http://torrentfreak.com/bittorrent-pirate-ordered-...': 3 (0.0%) + 'http://www.youtube.com/watch?v=VTsXRrgdKi4': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,706,118/2,706,118 (100.0%) +Types: str:2,706,118 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '12hjdx': 1 (0.0%) + '12hjdw': 1 (0.0%) + '12hjdv': 1 (0.0%) + '12hjdu': 1 (0.0%) + '12hjdt': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 2,706,118/2,706,118 (100.0%) +Types: list:2,706,118 +Null/Empty: empty_arr:2,706,118 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,706,118/2,706,118 (100.0%) +Types: dict:2,706,118 +Null/Empty: empty_obj:2,449,573 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 2,706,118/2,706,118 (100.0%) +Types: list:2,706,118 +Null/Empty: empty_arr:2,706,118 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,706,118/2,706,118 (100.0%) +Types: bool:2,706,118 +Booleans: true:164,717 (6.1%), false:2,541,401 (93.9%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,706,118/2,706,118 (100.0%) +Types: str:2,706,118 +String length avg: 56.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Contact Media Outlets to Broadcast the Fair & ...': 4 (0.0%) + 'Can anyone here help me settle a debate with my Ec...': 3 (0.0%) + 'Tudor cottage, Abermule, Wales.': 3 (0.0%) + '7 year old B.C. boy saves his grandfather's life.': 3 (0.0%) + 'BitTorrent Pirate Ordered to Pay $1.5 Million Dama...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,706,118/2,706,118 (100.0%) +Types: bool:2,706,118 +Booleans: true:873,449 (32.3%), false:1,832,669 (67.7%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,706,118/2,706,118 (100.0%) +Types: bool:2,600,922, int:105,196 +Booleans: true:0 (0.0%), false:2,600,922 (100.0%) +Numeric values: 105,196 total +Numeric range: min:1,351,728,343, max:1,413,329,665, avg:1353332747.9 +Numeric std dev: 2755127.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,706,118/2,706,118 (100.0%) +Types: NoneType:2,577,462, str:128,656 +Null/Empty: null:2,577,462, empty_str:1,796 +String length avg: 16.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Solved': 44 (0.0%) + 'charted': 28 (0.0%) + 'Politics - removed': 22 (0.0%) + '[Other]': 21 (0.0%) + 'Conservative|The_Senator': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,704,407/2,706,118 (99.9%) +Types: str:2,704,407 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 478 (0.0%) + 'PoliticBot': 52 (0.0%) + 'ModerationLog': 16 (0.0%) + 'scissormonkey': 6 (0.0%) + 'beardediris': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,711/2,706,118 (0.1%) +Types: bool:1,711 +Booleans: true:1,711 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2012-12.jsonl +Analysis Time: 2026-01-15 07:09:58 +================================================================================ +Total lines: 2,735,743 +Processed lines: 2,735,743 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,735,743/2,735,743 (100.0%) +Types: int:2,735,743 +Numeric values: 2,735,743 total +Numeric range: min:1,354,320,001, max:1,356,998,399, avg:1355632467.6 +Numeric std dev: 763609.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,735,743/2,735,743 (100.0%) +Types: NoneType:2,371,427, str:364,316 +Null/Empty: null:2,371,427, empty_str:54,420 +String length avg: 7.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 324 (0.1%) + 'default': 89 (0.0%) + 'clg': 18 (0.0%) + 'tsm': 16 (0.0%) + 'fluttershy': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,735,743/2,735,743 (100.0%) +Types: str:2,735,743 +Null/Empty: empty_str:2,019,074 +String length avg: 620.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Just curious.': 2 (0.0%) + 'Back in high school about 6-7 years ago i used to ...': 2 (0.0%) + 'I will not have the opportunity to partake, so ENT...': 2 (0.0%) + 'My question is: am I being hypocritical? I like to...': 1 (0.0%) + 'I am a poor freshman at WVU and I am trying to get...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 2,735,743/2,735,743 (100.0%) +Types: int:2,735,743 +Numeric values: 2,735,743 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 2,735,743 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 2,735,743/2,735,743 (100.0%) +Types: int:2,735,743 +Numeric values: 2,735,743 total +Numeric range: min:1,413,242,531, max:1,413,330,797, avg:1413287124.3 +Numeric std dev: 24870.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,735,743/2,735,743 (100.0%) +Types: str:2,735,743 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 187 (0.0%) + 't5_2s7tt': 146 (0.0%) + 't5_2qh1i': 123 (0.0%) + 't5_2qh0u': 104 (0.0%) + 't5_2rfxx': 87 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,735,743/2,735,743 (100.0%) +Types: str:2,735,743 +String length avg: 63.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.openforum.com/articles/senate-republica...': 3 (0.0%) + 'http://abcnews.go.com/US/wireStory/trained-navy-do...': 3 (0.0%) + 'http://youtu.be/_3IHybhrq10': 3 (0.0%) + 'http://vimeo.com/20189419#at=0': 2 (0.0%) + 'http://imgur.com/rBzWk': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 2,735,743/2,735,743 (100.0%) +Types: NoneType:2,735,743 +Null/Empty: null:2,735,743 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,735,743/2,735,743 (100.0%) +Types: str:2,735,743 +String length avg: 55.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Senate Republicans Block Small-Business Tax Breaks': 3 (0.0%) + 'Trained Navy Dolphins Losing out to Robots - ABC N...': 3 (0.0%) + 'I'm meeting former UK Prime Minister Gordon Brown ...': 2 (0.0%) + 'Nic Cage.': 2 (0.0%) + 'Maddow: Time to end the ‘war on terror’': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,735,743/2,735,743 (100.0%) +Types: str:2,735,743 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 187 (0.0%) + 'AdviceAnimals': 146 (0.0%) + 'AskReddit': 123 (0.0%) + 'pics': 104 (0.0%) + 'leagueoflegends': 87 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,735,743/2,735,743 (100.0%) +Types: NoneType:2,623,746, str:111,997 +Null/Empty: null:2,623,746, empty_str:2,907 +String length avg: 14.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Solved': 79 (0.1%) + 'Self-post': 51 (0.0%) + '[Other]': 46 (0.0%) + '[Fluff]': 35 (0.0%) + '(To be tagged...)': 34 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,735,743/2,735,743 (100.0%) +Types: NoneType:2,729,475, str:6,268 +Null/Empty: null:2,729,475 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 6,241 (99.6%) + 'admin': 24 (0.4%) + 'special': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,735,743/2,735,743 (100.0%) +Types: NoneType:2,365,884, str:369,859 +Null/Empty: null:2,365,884, empty_str:96,447 +String length avg: 22.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 283 (0.1%) + 'PC': 9 (0.0%) + 'Contributor': 8 (0.0%) + 'Enlightened': 7 (0.0%) + 'Incredible Miracle': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,735,743/2,735,743 (100.0%) +Types: NoneType:2,617,802, str:117,941 +Null/Empty: null:2,617,802, empty_str:10,677 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 18,844 (17.6%) + 'normal': 1,616 (1.5%) + 'charted': 1,325 (1.2%) + 'solvedcase': 1,158 (1.1%) + 'quality': 632 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,735,743/2,735,743 (100.0%) +Types: int:2,735,743 +Numeric values: 2,735,743 total +Numeric range: min:0, max:17,513, avg:30.9 +Numeric std dev: 171.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 2,735,743/2,735,743 (100.0%) +Types: int:2,735,743 +Numeric values: 2,735,743 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 2,735,739 (100.0%) + 1: 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 2,735,743/2,735,743 (100.0%) +Types: NoneType:1,920,019, str:815,724 +Null/Empty: null:1,920,019 +String length avg: 764.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 154 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,735,743/2,735,743 (100.0%) +Types: str:2,735,743 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 499 (0.0%) + 'imgur.com': 422 (0.0%) + 'youtube.com': 316 (0.0%) + 'self.AskReddit': 134 (0.0%) + 'qkme.me': 82 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 2,735,743/2,735,743 (100.0%) +Types: list:2,735,743 +Null/Empty: empty_arr:2,735,743 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 2,735,743/2,735,743 (100.0%) +Types: list:2,735,743 +Null/Empty: empty_arr:2,735,743 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,735,743/2,735,743 (100.0%) +Types: int:2,735,743 +Numeric values: 2,735,743 total +Numeric range: min:-1, max:30,797, avg:8.8 +Numeric std dev: 87.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,735,743/2,735,743 (100.0%) +Types: str:2,735,743 +String length avg: 65.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/atheism/comments/144k3t/as_someone_raised_catho...': 1 (0.0%) + '/r/homeland/comments/144k3s/questions_about_two_ha...': 1 (0.0%) + '/r/Loans/comments/144k3r/req_help_going_home/': 1 (0.0%) + '/r/technology/comments/144k3q/windows_employees_go...': 1 (0.0%) + '/r/NolibsWatch/comments/144k3p/a_third_collection_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 2,735,743/2,735,743 (100.0%) +Types: dict:2,735,743 +Null/Empty: empty_obj:2,735,706 + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 2,735,743/2,735,743 (100.0%) +Types: NoneType:2,735,743 +Null/Empty: null:2,735,743 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 2,735,743/2,735,743 (100.0%) +Types: int:2,735,743 +Numeric values: 2,735,743 total +Numeric range: min:0, max:17,513, avg:30.9 +Numeric std dev: 171.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,735,743/2,735,743 (100.0%) +Types: NoneType:2,498,385, dict:237,358 +Null/Empty: null:2,498,385 + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 2,735,743/2,735,743 (100.0%) +Types: bool:2,735,743 +Booleans: true:0 (0.0%), false:2,735,743 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,735,743/2,735,743 (100.0%) +Types: bool:2,735,743 +Booleans: true:173,168 (6.3%), false:2,562,575 (93.7%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,735,743/2,735,743 (100.0%) +Types: dict:2,735,743 +Null/Empty: empty_obj:2,498,385 + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,735,743/2,735,743 (100.0%) +Types: bool:2,735,743 +Booleans: true:902,415 (33.0%), false:1,833,328 (67.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,735,743/2,735,743 (100.0%) +Types: bool:2,625,887, int:109,856 +Booleans: true:0 (0.0%), false:2,625,887 (100.0%) +Numeric values: 109,856 total +Numeric range: min:1,354,320,191, max:1,413,248,913, avg:1355943860.1 +Numeric std dev: 2665275.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,735,743/2,735,743 (100.0%) +Types: str:2,735,743 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '144k3t': 1 (0.0%) + '144k3s': 1 (0.0%) + '144k3r': 1 (0.0%) + '144k3q': 1 (0.0%) + '144k3p': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,735,743/2,735,743 (100.0%) +Types: str:2,735,743 +String length avg: 20.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,288 (0.0%) + 'self': 683 (0.0%) + 'nsfw': 167 (0.0%) + 'http://d.thumbs.redditmedia.com/Fcj_FzYBDQ8plE4-.j...': 6 (0.0%) + 'http://f.thumbs.redditmedia.com/KAjSoz6VRvqfnmAS.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 2,735,743/2,735,743 (100.0%) +Types: NoneType:2,735,706, dict:37 +Null/Empty: null:2,735,706 + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,734,155/2,735,743 (99.9%) +Types: str:2,734,155 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 489 (0.0%) + 'PoliticBot': 23 (0.0%) + 'Influx07': 9 (0.0%) + 'ModerationLog': 5 (0.0%) + 'sakyamuni_lotus777': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,588/2,735,743 (0.1%) +Types: bool:1,588 +Booleans: true:1,588 (100.0%), false:0 (0.0%) + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2013.txt b/analysis/original_schema_analysis/submissions/analysis_report_2013.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a1c57ba3c38d5c90b80bb86111d7bb71a198aaf --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2013.txt @@ -0,0 +1,4336 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2013 +Analysis Started: 2026-01-15 07:11:24 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2013-01.jsonl +Analysis Time: 2026-01-15 07:13:59 +================================================================================ +Total lines: 3,134,862 +Processed lines: 3,134,862 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 3,134,862/3,134,862 (100.0%) +Types: list:3,134,862 +Null/Empty: empty_arr:3,134,862 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,134,862/3,134,862 (100.0%) +Types: str:3,134,862 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 602 (0.0%) + 'imgur.com': 491 (0.0%) + 'youtube.com': 311 (0.0%) + 'self.AskReddit': 158 (0.0%) + 'qkme.me': 72 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,134,862/3,134,862 (100.0%) +Types: int:3,134,862 +Numeric values: 3,134,862 total +Numeric range: min:0, max:8,660, avg:29.5 +Numeric std dev: 158.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,134,862/3,134,862 (100.0%) +Types: int:3,134,862 +Numeric values: 3,134,862 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 3,134,856 (100.0%) + 1: 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 3,134,862/3,134,862 (100.0%) +Types: NoneType:2,228,532, str:906,330 +Null/Empty: null:2,228,532 +String length avg: 774.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 153 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 3 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 3,134,862/3,134,862 (100.0%) +Types: list:3,134,862 +Null/Empty: empty_arr:3,134,862 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,134,862/3,134,862 (100.0%) +Types: int:3,134,862 +Numeric values: 3,134,862 total +Numeric range: min:-1, max:30,685, avg:9.0 +Numeric std dev: 100.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,134,862/3,134,862 (100.0%) +Types: int:3,134,862 +Numeric values: 3,134,862 total +Numeric range: min:1,413,141,009, max:1,413,242,531, avg:1413191928.3 +Numeric std dev: 28812.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,134,862/3,134,862 (100.0%) +Types: str:3,134,862 +String length avg: 63.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.suntimes.com/business/17321311-420/2012...': 3 (0.0%) + 'http://www.crunchyroll.com/anime-news/2013/01/01/f...': 3 (0.0%) + 'http://i.imgur.com/bw8Kk.jpg': 3 (0.0%) + 'http://imgur.com/0cx5R': 3 (0.0%) + 'http://i.imgur.com/XZDSz.jpg': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,134,862/3,134,862 (100.0%) +Types: str:3,134,862 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 180 (0.0%) + 't5_2qh1i': 131 (0.0%) + 't5_2s7tt': 113 (0.0%) + 't5_2qh0u': 101 (0.0%) + 't5_2qh1u': 76 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,134,862/3,134,862 (100.0%) +Types: int:3,134,862 +Numeric values: 3,134,862 total +Numeric range: min:1,356,998,400, max:1,359,676,799, avg:1358366079.6 +Numeric std dev: 767696.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 3,134,862/3,134,862 (100.0%) +Types: int:3,134,862 +Numeric values: 3,134,862 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,134,862 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,134,862/3,134,862 (100.0%) +Types: NoneType:2,714,235, str:420,627 +Null/Empty: null:2,714,235, empty_str:68,560 +String length avg: 7.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 294 (0.1%) + 'default': 108 (0.0%) + 'Camera': 36 (0.0%) + 'year1': 27 (0.0%) + 'squeal': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,134,862/3,134,862 (100.0%) +Types: str:3,134,862 +Null/Empty: empty_str:2,330,775 +String length avg: 624.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Which character do you want to be introduced into ...': 2 (0.0%) + 'http://waltherpragerandphilosophy.blogspot.com/201...': 2 (0.0%) + 'Much more specifically, whenever I go in the same ...': 2 (0.0%) + 'Hello, I'm Roon, and I live near Denver, Colorado ...': 2 (0.0%) + 'selling at very fair price. the catch? i trust no ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,134,862/3,134,862 (100.0%) +Types: NoneType:2,994,900, str:139,962 +Null/Empty: null:2,994,900, empty_str:13,171 +String length avg: 5.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 15,569 (12.3%) + 'solvedcase': 1,426 (1.1%) + 'normal': 835 (0.7%) + 'charted': 773 (0.6%) + 'bio': 502 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,134,862/3,134,862 (100.0%) +Types: NoneType:2,707,729, str:427,133 +Null/Empty: null:2,707,729, empty_str:110,237 +String length avg: 21.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 215 (0.1%) + 'master of ham': 16 (0.0%) + 'Town Drunk': 15 (0.0%) + 'Just a Simple Guy': 10 (0.0%) + 'Spotify': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,134,862/3,134,862 (100.0%) +Types: str:3,134,862 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 180 (0.0%) + 'AskReddit': 131 (0.0%) + 'AdviceAnimals': 113 (0.0%) + 'pics': 101 (0.0%) + 'Music': 76 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 3,134,862/3,134,862 (100.0%) +Types: NoneType:3,134,862 +Null/Empty: null:3,134,862 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,134,862/3,134,862 (100.0%) +Types: str:3,134,862 +Null/Empty: empty_str:1 +String length avg: 54.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Stoner kitty!': 3 (0.0%) + '2012 Chicago gas prices set record as worst ever -...': 3 (0.0%) + 'Fan Sculpts Every "Mega Man" Robot Master Out of C...': 3 (0.0%) + 'Daniela Sudau': 3 (0.0%) + 'In the pool': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,134,862/3,134,862 (100.0%) +Types: NoneType:3,128,494, str:6,368 +Null/Empty: null:3,128,494 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 6,349 (99.7%) + 'admin': 15 (0.2%) + 'special': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,134,862/3,134,862 (100.0%) +Types: NoneType:2,999,745, str:135,117 +Null/Empty: null:2,999,745, empty_str:3,009 +String length avg: 14.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Solved': 167 (0.1%) + 'Biology': 34 (0.0%) + 'Physics': 29 (0.0%) + 'charted': 27 (0.0%) + 'worldnews|Datum': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,134,862/3,134,862 (100.0%) +Types: str:3,134,862 +String length avg: 21.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 3,790 (0.1%) + 'self': 1,301 (0.0%) + 'nsfw': 379 (0.0%) + 'http://b.thumbs.redditmedia.com/1bb7bb3rtXy2cozg.j...': 17 (0.0%) + 'http://f.thumbs.redditmedia.com/MZuLWqeikD6RESSw.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,134,862/3,134,862 (100.0%) +Types: NoneType:3,134,819, dict:43 +Null/Empty: null:3,134,819 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 3,134,862/3,134,862 (100.0%) +Types: int:3,134,862 +Numeric values: 3,134,862 total +Numeric range: min:0, max:8,660, avg:29.5 +Numeric std dev: 158.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,134,862/3,134,862 (100.0%) +Types: NoneType:2,848,585, dict:286,277 +Null/Empty: null:2,848,585 + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 3,134,862/3,134,862 (100.0%) +Types: NoneType:3,134,862 +Null/Empty: null:3,134,862 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,134,862/3,134,862 (100.0%) +Types: dict:3,134,862 +Null/Empty: empty_obj:3,134,819 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,134,862/3,134,862 (100.0%) +Types: dict:3,134,862 +Null/Empty: empty_obj:2,848,585 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,134,862/3,134,862 (100.0%) +Types: bool:3,134,862 +Booleans: true:188,915 (6.0%), false:2,945,947 (94.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,134,862/3,134,862 (100.0%) +Types: bool:3,134,862 +Booleans: true:0 (0.0%), false:3,134,862 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,134,862/3,134,862 (100.0%) +Types: str:3,134,862 +String length avg: 65.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/SNSD/comments/15sn7m/when_i_see_yuri_at_the_top...': 1 (0.0%) + '/r/AdviceAnimals/comments/15sn7l/evil_bear_is_evil...': 1 (0.0%) + '/r/logophilia/comments/15sn7k/wont_customary_pract...': 1 (0.0%) + '/r/experimentalmusic/comments/15sn7j/my_first_nois...': 1 (0.0%) + '/r/tf2trade/comments/15sn7i/h_crap_ton_of_team_spi...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,134,862/3,134,862 (100.0%) +Types: str:3,134,862 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '15sn7m': 1 (0.0%) + '15sn7l': 1 (0.0%) + '15sn7k': 1 (0.0%) + '15sn7j': 1 (0.0%) + '15sn7i': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,134,862/3,134,862 (100.0%) +Types: bool:3,011,476, int:123,386 +Booleans: true:0 (0.0%), false:3,011,476 (100.0%) +Numeric values: 123,386 total +Numeric range: min:1,356,998,676, max:1,413,061,969, avg:1358642594.6 +Numeric std dev: 2627787.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,134,862/3,134,862 (100.0%) +Types: bool:3,134,862 +Booleans: true:1,002,537 (32.0%), false:2,132,325 (68.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,133,134/3,134,862 (99.9%) +Types: str:3,133,134 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 545 (0.0%) + 'PoliticBot': 33 (0.0%) + 'ChrisDK': 14 (0.0%) + 'f7u12_hampton': 14 (0.0%) + 'musicman19': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,728/3,134,862 (0.1%) +Types: bool:1,728 +Booleans: true:1,728 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2013-02.jsonl +Analysis Time: 2026-01-15 07:16:23 +================================================================================ +Total lines: 2,886,631 +Processed lines: 2,886,631 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 2,886,631/2,886,631 (100.0%) +Types: NoneType:2,886,621, dict:10 +Null/Empty: null:2,886,621 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,886,631/2,886,631 (100.0%) +Types: str:2,886,631 +String length avg: 21.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,147 (0.0%) + 'self': 628 (0.0%) + 'nsfw': 140 (0.0%) + 'http://f.thumbs.redditmedia.com/-wgLRNHxTRTAsCfM.j...': 3 (0.0%) + 'http://d.thumbs.redditmedia.com/PKfSDpE4ZeFmnHnE.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,886,631/2,886,631 (100.0%) +Types: str:2,886,631 +String length avg: 65.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/funny/comments/17q59g/a_slightly_different_airl...': 1 (0.0%) + '/r/trees/comments/17q59f/my_frients_amazing_art_he...': 1 (0.0%) + '/r/wicked_edge/comments/17q59e/gents_a_little_help...': 1 (0.0%) + '/r/Watches/comments/17q59d/i_am_hoping_you_guys_ca...': 1 (0.0%) + '/r/POLITIC/comments/17q59c/is_there_truly_hope_for...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,886,631/2,886,631 (100.0%) +Types: bool:2,886,631 +Booleans: true:174,923 (6.1%), false:2,711,708 (93.9%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 2,886,631/2,886,631 (100.0%) +Types: bool:2,886,631 +Booleans: true:0 (0.0%), false:2,886,631 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,886,631/2,886,631 (100.0%) +Types: dict:2,886,631 +Null/Empty: empty_obj:2,601,545 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 2,886,631/2,886,631 (100.0%) +Types: dict:2,886,631 +Null/Empty: empty_obj:2,886,621 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 2,886,631/2,886,631 (100.0%) +Types: int:2,886,631 +Numeric values: 2,886,631 total +Numeric range: min:0, max:8,442, avg:30.0 +Numeric std dev: 161.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,886,631/2,886,631 (100.0%) +Types: NoneType:2,601,545, dict:285,086 +Null/Empty: null:2,601,545 + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 2,886,631/2,886,631 (100.0%) +Types: NoneType:2,886,614, list:17 +Null/Empty: null:2,886,614, empty_arr:17 + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,886,631/2,886,631 (100.0%) +Types: bool:2,772,507, int:114,124 +Booleans: true:0 (0.0%), false:2,772,507 (100.0%) +Numeric values: 114,124 total +Numeric range: min:1,359,677,177, max:1,412,995,481, avg:1361173973.7 +Numeric std dev: 2307993.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,886,631/2,886,631 (100.0%) +Types: bool:2,886,631 +Booleans: true:933,001 (32.3%), false:1,953,630 (67.7%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,886,631/2,886,631 (100.0%) +Types: str:2,886,631 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '17q59g': 1 (0.0%) + '17q59f': 1 (0.0%) + '17q59e': 1 (0.0%) + '17q59d': 1 (0.0%) + '17q59c': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,886,631/2,886,631 (100.0%) +Types: int:2,886,631 +Numeric values: 2,886,631 total +Numeric range: min:0, max:8,442, avg:30.0 +Numeric std dev: 161.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 2,886,631/2,886,631 (100.0%) +Types: int:2,886,631 +Numeric values: 2,886,631 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 2,886,621 (100.0%) + 1: 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 2,886,631/2,886,631 (100.0%) +Types: NoneType:2,043,899, str:842,732 +Null/Empty: null:2,043,899 +String length avg: 782.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 111 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,886,631/2,886,631 (100.0%) +Types: str:2,886,631 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 483 (0.0%) + 'imgur.com': 459 (0.0%) + 'youtube.com': 261 (0.0%) + 'self.AskReddit': 119 (0.0%) + 'qkme.me': 101 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 2,886,631/2,886,631 (100.0%) +Types: list:2,886,631 +Null/Empty: empty_arr:2,886,631 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,886,631/2,886,631 (100.0%) +Types: int:2,886,631 +Numeric values: 2,886,631 total +Numeric range: min:-1, max:27,987, avg:8.8 +Numeric std dev: 88.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 2,886,631/2,886,631 (100.0%) +Types: list:2,886,631 +Null/Empty: empty_arr:2,886,631 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,886,631/2,886,631 (100.0%) +Types: str:2,886,631 +Null/Empty: empty_str:2,134,547 +String length avg: 625.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'add me': 2 (0.0%) + '**Na**•**ked Par**•**ty**, *def*: A house party in...': 2 (0.0%) + 'a': 2 (0.0%) + '.': 2 (0.0%) + 'Tried outpost and didn't get too many bites, thoug...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,886,631/2,886,631 (100.0%) +Types: NoneType:2,491,207, str:395,424 +Null/Empty: null:2,491,207, empty_str:72,191 +String length avg: 7.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 300 (0.1%) + 'default': 55 (0.0%) + 'clg': 21 (0.0%) + 'botflair': 16 (0.0%) + 'treesblunt': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 2,886,631/2,886,631 (100.0%) +Types: int:2,886,631 +Numeric values: 2,886,631 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 2,886,631 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,886,631/2,886,631 (100.0%) +Types: int:2,886,631 +Numeric values: 2,886,631 total +Numeric range: min:1,359,676,801, max:1,362,095,999, avg:1360897531.3 +Numeric std dev: 698293.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,886,631/2,886,631 (100.0%) +Types: str:2,886,631 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2s7tt': 180 (0.0%) + 't5_2qh33': 176 (0.0%) + 't5_2qh1i': 97 (0.0%) + 't5_2qh0u': 96 (0.0%) + 't5_2rfxx': 82 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,886,631/2,886,631 (100.0%) +Types: str:2,886,631 +String length avg: 63.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.reddit.com/r/conspiracy/comments/17q58q...': 2 (0.0%) + 'http://www.eurogamer.net/articles/2013-02-01-froze...': 2 (0.0%) + 'http://i.imgur.com/qJXXJHb.jpg': 2 (0.0%) + 'http://pastebin.com/n1iXPvTD': 2 (0.0%) + 'http://imgur.com/iJUztZy': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 2,886,631/2,886,631 (100.0%) +Types: int:2,886,631 +Numeric values: 2,886,631 total +Numeric range: min:1,413,025,864, max:1,413,141,009, avg:1413077521.0 +Numeric std dev: 34658.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,886,631/2,886,631 (100.0%) +Types: NoneType:2,750,249, str:136,382 +Null/Empty: null:2,750,249, empty_str:3,959 +String length avg: 13.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pc': 115 (0.1%) + 'Solved': 60 (0.0%) + '[Stream]': 22 (0.0%) + '[PSB]': 21 (0.0%) + 'Identified': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,886,631/2,886,631 (100.0%) +Types: NoneType:2,880,507, str:6,124 +Null/Empty: null:2,880,507 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 6,094 (99.5%) + 'admin': 25 (0.4%) + 'special': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 2,886,631/2,886,631 (100.0%) +Types: NoneType:2,886,630, str:1 +Null/Empty: null:2,886,630 +String length avg: 13.0 +Unique strings tracked: 1 +String values distribution: + 'NorthboundFox': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,886,631/2,886,631 (100.0%) +Types: str:2,886,631 +String length avg: 53.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'harryredknapp': 3 (0.0%) + 'Is there truly hope for we Americans? It's been fa...': 2 (0.0%) + 'Occupy Oakland TAC and #FTP are going out in the s...': 2 (0.0%) + 'An email for an event sent out from my university....': 2 (0.0%) + 'Twitter Stock Market Hoax Draws Attention Of Regul...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,886,631/2,886,631 (100.0%) +Types: str:2,886,631 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AdviceAnimals': 180 (0.0%) + 'funny': 176 (0.0%) + 'AskReddit': 97 (0.0%) + 'pics': 96 (0.0%) + 'leagueoflegends': 82 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,886,631/2,886,631 (100.0%) +Types: NoneType:2,484,943, str:401,688 +Null/Empty: null:2,484,943, empty_str:102,713 +String length avg: 21.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 257 (0.1%) + 'the atheism bot': 15 (0.0%) + 'master of ham': 9 (0.0%) + 'Zerg': 6 (0.0%) + 'PC': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,886,631/2,886,631 (100.0%) +Types: NoneType:2,735,674, str:150,957 +Null/Empty: null:2,735,674, empty_str:12,818 +String length avg: 5.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 11,770 (8.5%) + 'pc': 2,403 (1.7%) + 'normal': 1,779 (1.3%) + 'solvedcase': 864 (0.6%) + 'quality': 587 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,885,152/2,886,631 (99.9%) +Types: str:2,885,152 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 443 (0.0%) + 'PoliticBot': 29 (0.0%) + 'Killzo247': 6 (0.0%) + 'shallah': 5 (0.0%) + 'davidreiss666': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,479/2,886,631 (0.1%) +Types: bool:1,479 +Booleans: true:1,479 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2013-03.jsonl +Analysis Time: 2026-01-15 07:19:01 +================================================================================ +Total lines: 3,201,525 +Processed lines: 3,201,525 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,201,525/3,201,525 (100.0%) +Types: str:3,201,525 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 128 (0.0%) + 'AdviceAnimals': 108 (0.0%) + 'pics': 99 (0.0%) + 'AskReddit': 94 (0.0%) + 'leagueoflegends': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,201,525/3,201,525 (100.0%) +Types: int:3,201,525 +Numeric values: 3,201,525 total +Numeric range: min:0, max:10,065, avg:30.5 +Numeric std dev: 164.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,201,525/3,201,525 (100.0%) +Types: dict:3,201,525 +Null/Empty: empty_obj:3,201,520 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,201,525/3,201,525 (100.0%) +Types: NoneType:2,753,800, str:447,725 +Null/Empty: null:2,753,800, empty_str:77,553 +String length avg: 7.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 311 (0.1%) + 'default': 68 (0.0%) + 'treesblunt': 18 (0.0%) + 'points ': 17 (0.0%) + 'rblflg': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,201,525/3,201,525 (100.0%) +Types: str:3,201,525 +String length avg: 64.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://antiwar.com/blog/2013/02/28/aipac-lobbyists...': 4 (0.0%) + 'http://www.mirror.co.uk/sport/football/news/qpr-pl...': 3 (0.0%) + 'http://news.investors.com/economy/030113-646308-am...': 3 (0.0%) + 'http://www.nytimes.com/2013/03/02/opinion/blocking...': 3 (0.0%) + 'http://www.informationweek.com/security/attacks/an...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,201,525/3,201,525 (100.0%) +Types: int:3,201,525 +Numeric values: 3,201,525 total +Numeric range: min:1,362,096,000, max:1,364,774,399, avg:1363437057.6 +Numeric std dev: 768400.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 3,201,525/3,201,525 (100.0%) +Types: NoneType:3,201,525 +Null/Empty: null:3,201,525 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,201,525/3,201,525 (100.0%) +Types: bool:3,201,525 +Booleans: true:189,722 (5.9%), false:3,011,803 (94.1%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,201,525/3,201,525 (100.0%) +Types: int:3,201,525 +Numeric values: 3,201,525 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 3,201,519 (100.0%) + 1: 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,201,525/3,201,525 (100.0%) +Types: int:3,201,525 +Numeric values: 3,201,525 total +Numeric range: min:-1, max:25,966, avg:8.9 +Numeric std dev: 88.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,201,525/3,201,525 (100.0%) +Types: dict:3,201,525 +Null/Empty: empty_obj:2,893,097 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,201,525/3,201,525 (100.0%) +Types: str:3,201,525 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 128 (0.0%) + 't5_2s7tt': 108 (0.0%) + 't5_2qh0u': 99 (0.0%) + 't5_2qh1i': 94 (0.0%) + 't5_2rfxx': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,201,525/3,201,525 (100.0%) +Types: str:3,201,525 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/yiff/comments/19ht5t/a_reversal_mm_by_ostentati...': 1 (0.0%) + '/r/Eve/comments/19ht5s/noob_protip_dont_be_an_idio...': 1 (0.0%) + '/r/Porsche/comments/19ht5r/key_cut_from_vin_doesnt...': 1 (0.0%) + '/r/summonerschool/comments/19ht5q/hey_does_new_pla...': 1 (0.0%) + '/r/sloths/comments/19ht5p/supercilious_sloth/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,201,525/3,201,525 (100.0%) +Types: str:3,201,525 +Null/Empty: empty_str:2,340,094 +String length avg: 627.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Foo': 5 (0.0%) + '**Contest Closed** + +----------------------- + +**Gam...': 4 (0.0%) + 'http://steamcommunity.com/profiles/765611980653403...': 2 (0.0%) + 'I made my first item and skillbuild guide, constru...': 2 (0.0%) + 'I'm usually computer savvy with the help of google...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,201,525/3,201,525 (100.0%) +Types: NoneType:3,016,504, str:185,021 +Null/Empty: null:3,016,504, empty_str:15,678 +String length avg: 5.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 10,416 (6.2%) + 'normal': 2,151 (1.3%) + 'pc': 1,907 (1.1%) + 'solvedcase': 720 (0.4%) + 'baby': 553 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 3,201,525/3,201,525 (100.0%) +Types: NoneType:2,239,194, str:962,331 +Null/Empty: null:2,239,194 +String length avg: 787.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 143 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 5 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 4 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,201,525/3,201,525 (100.0%) +Types: bool:3,201,525 +Booleans: true:1,079,042 (33.7%), false:2,122,483 (66.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,201,525/3,201,525 (100.0%) +Types: str:3,201,525 +String length avg: 21.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,109 (0.0%) + 'self': 656 (0.0%) + 'nsfw': 167 (0.0%) + 'http://b.thumbs.redditmedia.com/uh79EfdWyBRR3Irg.j...': 4 (0.0%) + 'http://f.thumbs.redditmedia.com/WCkXnjHLsmXlKZOq.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 3,201,525/3,201,525 (100.0%) +Types: list:3,201,525 +Null/Empty: empty_arr:3,201,525 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,201,525/3,201,525 (100.0%) +Types: NoneType:3,035,784, str:165,741 +Null/Empty: null:3,035,784, empty_str:6,312 +String length avg: 13.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pc': 140 (0.1%) + 'Solved': 44 (0.0%) + '[PSB]': 30 (0.0%) + 'news|captain_craptain': 23 (0.0%) + 'Already submitted': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 3,201,525/3,201,525 (100.0%) +Types: NoneType:3,201,525 +Null/Empty: null:3,201,525 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,201,525/3,201,525 (100.0%) +Types: str:3,201,525 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 506 (0.0%) + 'imgur.com': 343 (0.0%) + 'youtube.com': 237 (0.0%) + 'self.AskReddit': 106 (0.0%) + 'qkme.me': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 3,201,525/3,201,525 (100.0%) +Types: list:3,201,525 +Null/Empty: empty_arr:3,201,525 + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,201,525/3,201,525 (100.0%) +Types: bool:3,201,525 +Booleans: true:0 (0.0%), false:3,201,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,201,525/3,201,525 (100.0%) +Types: bool:3,074,848, int:126,677 +Booleans: true:0 (0.0%), false:3,074,848 (100.0%) +Numeric values: 126,677 total +Numeric range: min:1,362,096,246, max:1,412,944,168, avg:1363698939.7 +Numeric std dev: 2306314.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,201,525/3,201,525 (100.0%) +Types: int:3,201,525 +Numeric values: 3,201,525 total +Numeric range: min:1,412,925,483, max:1,413,025,864, avg:1412975501.1 +Numeric std dev: 29163.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,201,525/3,201,525 (100.0%) +Types: NoneType:2,744,322, str:457,203 +Null/Empty: null:2,744,322, empty_str:117,545 +String length avg: 21.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 245 (0.1%) + 'foobar': 12 (0.0%) + 'the atheism bot': 9 (0.0%) + 'PC': 8 (0.0%) + 'http://amzn.com/w/YSFEUOHG97VA': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,201,525/3,201,525 (100.0%) +Types: NoneType:3,201,520, dict:5 +Null/Empty: null:3,201,520 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 3,201,525/3,201,525 (100.0%) +Types: int:3,201,525 +Numeric values: 3,201,525 total +Numeric range: min:0, max:10,065, avg:30.5 +Numeric std dev: 164.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 3,201,525/3,201,525 (100.0%) +Types: int:3,201,525 +Numeric values: 3,201,525 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,201,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,201,525/3,201,525 (100.0%) +Types: str:3,201,525 +String length avg: 54.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AIPAC: US aid to Israel is untouchable. + +': 4 (0.0%) + 'Americans Paid Record Amount In Taxes In January: ...': 3 (0.0%) + 'NY Times: Blocking Medicine to Iran + +': 3 (0.0%) + 'Why Yahoo! CEO Marissa Mayer's Approach to Work-li...': 3 (0.0%) + 'Illinois Bill To Outlaw Online Anonymity Dropped B...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,201,525/3,201,525 (100.0%) +Types: NoneType:3,194,426, str:7,099 +Null/Empty: null:3,194,426 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 7,075 (99.7%) + 'admin': 20 (0.3%) + 'special': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,201,525/3,201,525 (100.0%) +Types: NoneType:2,893,097, dict:308,428 +Null/Empty: null:2,893,097 + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,201,525/3,201,525 (100.0%) +Types: str:3,201,525 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '19ht5t': 1 (0.0%) + '19ht5s': 1 (0.0%) + '19ht5r': 1 (0.0%) + '19ht5q': 1 (0.0%) + '19ht5p': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,199,515/3,201,525 (99.9%) +Types: str:3,199,515 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 465 (0.0%) + 'PoliticBot': 31 (0.0%) + 'ruskeeblue': 8 (0.0%) + 'ModerationLog': 5 (0.0%) + 'PyAPITestUser2': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 2,010/3,201,525 (0.1%) +Types: bool:2,010 +Booleans: true:2,010 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2013-04.jsonl +Analysis Time: 2026-01-15 07:21:51 +================================================================================ +Total lines: 3,376,188 +Processed lines: 3,376,188 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 3,376,188/3,376,188 (100.0%) +Types: NoneType:3,376,188 +Null/Empty: null:3,376,188 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,376,188/3,376,188 (100.0%) +Types: int:3,376,188 +Numeric values: 3,376,188 total +Numeric range: min:1,364,774,400, max:1,367,366,399, avg:1366052707.2 +Numeric std dev: 758443.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,376,188/3,376,188 (100.0%) +Types: str:3,376,188 +String length avg: 64.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.theglobeandmail.com/news/politics/infor...': 4 (0.0%) + 'http://imgur.com/mTMh6VA': 3 (0.0%) + 'https://www.youtube.com/watch?v=H1Cz0LHW6OM': 2 (0.0%) + 'http://www.reuters.com/article/2013/03/31/us-kenya...': 2 (0.0%) + 'http://i.imgur.com/7tIBy4G.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,376,188/3,376,188 (100.0%) +Types: dict:3,376,188 +Null/Empty: empty_obj:3,069,841 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,376,188/3,376,188 (100.0%) +Types: int:3,376,188 +Numeric values: 3,376,188 total +Numeric range: min:-1, max:21,902, avg:9.2 +Numeric std dev: 92.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,376,188/3,376,188 (100.0%) +Types: int:3,376,188 +Numeric values: 3,376,188 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 3,376,182 (100.0%) + 1: 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,376,188/3,376,188 (100.0%) +Types: bool:3,376,188 +Booleans: true:186,426 (5.5%), false:3,189,762 (94.5%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,376,188/3,376,188 (100.0%) +Types: str:3,376,188 +String length avg: 66.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/orangered/comments/1bh4lj/for_our_motherland/': 1 (0.0%) + '/r/naughtyfromneglect/comments/1bh4li/34m4w_lookin...': 1 (0.0%) + '/r/circlejerk/comments/1bh4lh/my_ears_are_freezing...': 1 (0.0%) + '/r/trees/comments/1bh4lg/my_friend_after_26_hours_...': 1 (0.0%) + '/r/mexico/comments/1bh4lf/suspenden_de_manera_temp...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,376,188/3,376,188 (100.0%) +Types: str:3,376,188 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 505 (0.0%) + 't5_2v06p': 479 (0.0%) + 't5_2s7tt': 470 (0.0%) + 't5_2qltw': 373 (0.0%) + 't5_2qh0u': 209 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,376,188/3,376,188 (100.0%) +Types: NoneType:3,169,173, str:207,015 +Null/Empty: null:3,169,173, empty_str:18,617 +String length avg: 5.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 8,917 (4.7%) + 'normal': 1,889 (1.0%) + 'pc': 1,611 (0.9%) + 'solvedcase': 559 (0.3%) + 'linkflair thanks': 435 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,376,188/3,376,188 (100.0%) +Types: str:3,376,188 +Null/Empty: empty_str:2,461,169 +String length avg: 620.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'My name is T. I'm a big fan of mathematics and mar...': 5 (0.0%) + 'Periwinkle rules.': 5 (0.0%) + '[](/dwyes) Its time once again for the Monday Doct...': 4 (0.0%) + 'Holy Moly Macaroni, ya'll!! + + +I don't know how thi...': 4 (0.0%) + 'As with my post before since our Arrow is always d...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,376,188/3,376,188 (100.0%) +Types: int:3,376,188 +Numeric values: 3,376,188 total +Numeric range: min:0, max:10,192, avg:30.6 +Numeric std dev: 167.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,376,188/3,376,188 (100.0%) +Types: dict:3,376,188 +Null/Empty: empty_obj:3,376,175 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,376,188/3,376,188 (100.0%) +Types: str:3,376,188 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 505 (0.0%) + 'periwinkle': 479 (0.0%) + 'AdviceAnimals': 470 (0.0%) + 'orangered': 373 (0.0%) + 'pics': 209 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,376,188/3,376,188 (100.0%) +Types: NoneType:2,890,984, str:485,204 +Null/Empty: null:2,890,984, empty_str:81,504 +String length avg: 7.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 223 (0.1%) + 'default': 46 (0.0%) + 'top': 33 (0.0%) + 'jake': 28 (0.0%) + 'viking': 28 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 3,376,188/3,376,188 (100.0%) +Types: int:3,376,188 +Numeric values: 3,376,188 total +Numeric range: min:0, max:10,192, avg:30.6 +Numeric std dev: 167.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 3,376,188/3,376,188 (100.0%) +Types: int:3,376,188 +Numeric values: 3,376,188 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,376,188 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,376,188/3,376,188 (100.0%) +Types: NoneType:3,376,175, dict:13 +Null/Empty: null:3,376,175 + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,376,188/3,376,188 (100.0%) +Types: str:3,376,188 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1bh4lj': 1 (0.0%) + '1bh4li': 1 (0.0%) + '1bh4lh': 1 (0.0%) + '1bh4lg': 1 (0.0%) + '1bh4lf': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,376,188/3,376,188 (100.0%) +Types: NoneType:3,069,841, dict:306,347 +Null/Empty: null:3,069,841 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,376,188/3,376,188 (100.0%) +Types: NoneType:3,368,524, str:7,664 +Null/Empty: null:3,368,524 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 7,628 (99.5%) + 'admin': 34 (0.4%) + 'special': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,376,188/3,376,188 (100.0%) +Types: str:3,376,188 +String length avg: 54.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Doctor Who Makeup Madness Monday Stream': 4 (0.0%) + 'Reddit today': 3 (0.0%) + 'ORANGERED ISN'T EVEN A REAL COLOR! DESTROY THESE I...': 3 (0.0%) + 'Information watchdog to investigate ‘muzzling’ of ...': 3 (0.0%) + 'Samurai X: Trust & Betrayal (1999)': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 3,376,188/3,376,188 (100.0%) +Types: list:3,376,188 +Null/Empty: empty_arr:3,376,188 + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,376,188/3,376,188 (100.0%) +Types: bool:3,376,188 +Booleans: true:1,137,322 (33.7%), false:2,238,866 (66.3%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 3,376,188/3,376,188 (100.0%) +Types: NoneType:2,355,720, str:1,020,468 +Null/Empty: null:2,355,720 +String length avg: 782.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 124 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 5 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 5 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 4 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,376,188/3,376,188 (100.0%) +Types: str:3,376,188 +String length avg: 20.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 947 (0.0%) + 'self': 548 (0.0%) + 'nsfw': 108 (0.0%) + 'http://c.thumbs.redditmedia.com/RnsC8lQ-WkeMINkD.j...': 3 (0.0%) + 'http://c.thumbs.redditmedia.com/90dh54jonQpDM_wJ.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,376,188/3,376,188 (100.0%) +Types: NoneType:3,186,724, str:189,464 +Null/Empty: null:3,186,724, empty_str:5,516 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pc': 159 (0.1%) + 'Show Spoiler': 70 (0.0%) + 'Solved': 61 (0.0%) + '[Question]': 48 (0.0%) + 'Thanks': 45 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 3,376,188/3,376,188 (100.0%) +Types: NoneType:3,376,188 +Null/Empty: null:3,376,188 + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,376,188/3,376,188 (100.0%) +Types: bool:3,376,188 +Booleans: true:0 (0.0%), false:3,376,188 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 3,376,188/3,376,188 (100.0%) +Types: list:3,376,188 +Null/Empty: empty_arr:3,376,188 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,376,188/3,376,188 (100.0%) +Types: str:3,376,188 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 844 (0.0%) + 'imgur.com': 612 (0.0%) + 'self.periwinkle': 290 (0.0%) + 'qkme.me': 263 (0.0%) + 'youtube.com': 250 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,376,188/3,376,188 (100.0%) +Types: NoneType:2,880,281, str:495,907 +Null/Empty: null:2,880,281, empty_str:130,868 +String length avg: 21.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 206 (0.1%) + 'the atheism bot': 20 (0.0%) + 'Hmm, I wonder what the max number of characters ar...': 12 (0.0%) + 'Ninja Pirate ARRRRRG': 6 (0.0%) + 'verified': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,376,188/3,376,188 (100.0%) +Types: int:3,376,188 +Numeric values: 3,376,188 total +Numeric range: min:1,412,687,916, max:1,412,925,483, avg:1412801669.3 +Numeric std dev: 77577.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,376,188/3,376,188 (100.0%) +Types: bool:3,243,232, int:132,956 +Booleans: true:0 (0.0%), false:3,243,232 (100.0%) +Numeric values: 132,956 total +Numeric range: min:1,364,774,935, max:1,412,680,368, avg:1366335367.0 +Numeric std dev: 2313352.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,374,325/3,376,188 (99.9%) +Types: str:3,374,325 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 448 (0.0%) + 'PoliticBot': 12 (0.0%) + 'golazo_100': 5 (0.0%) + 'Jigglypudd': 4 (0.0%) + 'shellbullet17': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,863/3,376,188 (0.1%) +Types: bool:1,863 +Booleans: true:1,863 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2013-05.jsonl +Analysis Time: 2026-01-15 07:24:36 +================================================================================ +Total lines: 3,261,976 +Processed lines: 3,261,976 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,261,976/3,261,976 (100.0%) +Types: bool:3,125,645, int:136,331 +Booleans: true:0 (0.0%), false:3,125,645 (100.0%) +Numeric values: 136,331 total +Numeric range: min:1,367,366,753, max:1,412,068,391, avg:1368976770.4 +Numeric std dev: 2182178.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,261,976/3,261,976 (100.0%) +Types: str:3,261,976 +String length avg: 55.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Spyware used by governments poses as Firefox, and ...': 4 (0.0%) + 'Everyone, meet Nutmeg!': 3 (0.0%) + ''Devout Christian' Army Officer and His Wife Charg...': 2 (0.0%) + 'More feminist propaganda posted in my dorm.': 2 (0.0%) + '16-Year-Old Girl Arrested and Charged With a Felon...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,261,976/3,261,976 (100.0%) +Types: str:3,261,976 +String length avg: 20.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,069 (0.0%) + 'self': 755 (0.0%) + 'nsfw': 112 (0.0%) + 'http://b.thumbs.redditmedia.com/7Sr9GWwGhHWWMqOU.j...': 5 (0.0%) + 'http://d.thumbs.redditmedia.com/CN6vQhA_D8caJ5lW.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,261,976/3,261,976 (100.0%) +Types: int:3,261,976 +Numeric values: 3,261,976 total +Numeric range: min:1,412,290,628, max:1,412,687,916, avg:1412443264.0 +Numeric std dev: 161389.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 3,261,976/3,261,976 (100.0%) +Types: list:3,261,976 +Null/Empty: empty_arr:3,261,976 + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 3,261,976/3,261,976 (100.0%) +Types: NoneType:2,241,221, str:1,020,755 +Null/Empty: null:2,241,221 +String length avg: 793.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 80 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,261,976/3,261,976 (100.0%) +Types: NoneType:3,054,250, str:207,726 +Null/Empty: null:3,054,250, empty_str:18,119 +String length avg: 5.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 7,246 (3.8%) + 'normal': 1,549 (0.8%) + 'pc': 1,303 (0.7%) + 'solvedcase': 508 (0.3%) + 'linkflair thanks': 413 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 3,261,976/3,261,976 (100.0%) +Types: int:3,261,976 +Numeric values: 3,261,976 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,261,976 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,261,976/3,261,976 (100.0%) +Types: bool:3,261,976 +Booleans: true:190,436 (5.8%), false:3,071,540 (94.2%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,261,976/3,261,976 (100.0%) +Types: NoneType:3,261,957, dict:19 +Null/Empty: null:3,261,957 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,261,976/3,261,976 (100.0%) +Types: str:3,261,976 +String length avg: 65.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.reddit.com/tb/1dho1l': 3 (0.0%) + 'http://imgur.com/74EttP7': 3 (0.0%) + 'http://www.alternet.org/civil-liberties/16-year-ol...': 3 (0.0%) + 'http://crooksandliars.com/blue-texan/devout-christ...': 2 (0.0%) + 'http://imgur.com/an2IDFD': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,261,976/3,261,976 (100.0%) +Types: NoneType:2,780,941, str:481,035 +Null/Empty: null:2,780,941, empty_str:84,290 +String length avg: 7.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 235 (0.1%) + 'default': 37 (0.0%) + 'us': 14 (0.0%) + 'Camera': 14 (0.0%) + 'year1': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,261,976/3,261,976 (100.0%) +Types: NoneType:2,964,362, dict:297,614 +Null/Empty: null:2,964,362 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,261,976/3,261,976 (100.0%) +Types: str:3,261,976 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 111 (0.0%) + 'funny': 106 (0.0%) + 'AdviceAnimals': 106 (0.0%) + 'pics': 86 (0.0%) + 'videos': 55 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 3,261,976/3,261,976 (100.0%) +Types: list:3,261,976 +Null/Empty: empty_arr:3,261,976 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,261,976/3,261,976 (100.0%) +Types: str:3,261,976 +String length avg: 13.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 439 (0.0%) + 'imgur.com': 312 (0.0%) + 'youtube.com': 239 (0.0%) + 'self.AskReddit': 122 (0.0%) + 'qkme.me': 57 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,261,976/3,261,976 (100.0%) +Types: int:3,261,976 +Numeric values: 3,261,976 total +Numeric range: min:1,367,366,401, max:1,370,044,799, avg:1368703984.3 +Numeric std dev: 775709.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,261,976/3,261,976 (100.0%) +Types: bool:3,261,976 +Booleans: true:0 (0.0%), false:3,261,976 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,261,976/3,261,976 (100.0%) +Types: dict:3,261,976 +Null/Empty: empty_obj:3,261,957 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,261,976/3,261,976 (100.0%) +Types: dict:3,261,976 +Null/Empty: empty_obj:2,964,362 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 3,261,976/3,261,976 (100.0%) +Types: int:3,261,976 +Numeric values: 3,261,976 total +Numeric range: min:0, max:7,831, avg:31.3 +Numeric std dev: 167.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,261,976/3,261,976 (100.0%) +Types: NoneType:3,254,674, str:7,302 +Null/Empty: null:3,254,674 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 7,274 (99.6%) + 'admin': 25 (0.3%) + 'special': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,261,976/3,261,976 (100.0%) +Types: str:3,261,976 +Null/Empty: empty_str:2,346,294 +String length avg: 628.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Well, at this point I don't know what to think. My...': 2 (0.0%) + 'Between work, wife, and kids, I need some relief. ...': 2 (0.0%) + '.': 2 (0.0%) + 'Looking for someone to sublease a one bedroom in t...': 2 (0.0%) + 'I've yet to find a side-scrolling shooter with gam...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,261,976/3,261,976 (100.0%) +Types: int:3,261,976 +Numeric values: 3,261,976 total +Numeric range: min:-1, max:22,457, avg:9.5 +Numeric std dev: 90.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 3,261,976/3,261,976 (100.0%) +Types: NoneType:3,261,976 +Null/Empty: null:3,261,976 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,261,976/3,261,976 (100.0%) +Types: int:3,261,976 +Numeric values: 3,261,976 total +Numeric range: min:0, max:7,831, avg:31.3 +Numeric std dev: 167.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 3,261,976/3,261,976 (100.0%) +Types: NoneType:3,261,976 +Null/Empty: null:3,261,976 + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,261,976/3,261,976 (100.0%) +Types: str:3,261,976 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1dimi8': 1 (0.0%) + '1dimi7': 1 (0.0%) + '1dimi6': 1 (0.0%) + '1dimi5': 1 (0.0%) + '1dimi4': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,261,976/3,261,976 (100.0%) +Types: int:3,261,976 +Numeric values: 3,261,976 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 3,261,965 (100.0%) + 1: 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,261,976/3,261,976 (100.0%) +Types: bool:3,261,976 +Booleans: true:1,141,617 (35.0%), false:2,120,359 (65.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,261,976/3,261,976 (100.0%) +Types: str:3,261,976 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 111 (0.0%) + 't5_2qh33': 106 (0.0%) + 't5_2s7tt': 106 (0.0%) + 't5_2qh0u': 86 (0.0%) + 't5_2qh1e': 55 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,261,976/3,261,976 (100.0%) +Types: NoneType:3,072,992, str:188,984 +Null/Empty: null:3,072,992, empty_str:5,299 +String length avg: 12.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pc': 109 (0.1%) + 'Solved': 73 (0.0%) + 'thanks': 53 (0.0%) + 'gifted': 34 (0.0%) + 'discussion': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,261,976/3,261,976 (100.0%) +Types: str:3,261,976 +String length avg: 66.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Documentaries/comments/1dimi8/honor_flight_offi...': 1 (0.0%) + '/r/leagueoflegends/comments/1dimi7/lisharkdra/': 1 (0.0%) + '/r/nosleep/comments/1dimi6/bloodlust/': 1 (0.0%) + '/r/woahdude/comments/1dimi5/i_cant_tell_if_this_is...': 1 (0.0%) + '/r/starcraft/comments/1dimi4/tome116_losing_games_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,261,976/3,261,976 (100.0%) +Types: NoneType:2,771,206, str:490,770 +Null/Empty: null:2,771,206, empty_str:124,984 +String length avg: 21.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 176 (0.0%) + 'Alright, alright, alright': 7 (0.0%) + 'the atheism bot': 7 (0.0%) + 'Reagan Conservative': 5 (0.0%) + 'Reagan conservative': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,260,188/3,261,976 (99.9%) +Types: str:3,260,188 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 451 (0.0%) + 'funnymanisi': 31 (0.0%) + 'PoliticBot': 23 (0.0%) + 'ferndaleacidscene': 6 (0.0%) + 'ModerationLog': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,788/3,261,976 (0.1%) +Types: bool:1,788 +Booleans: true:1,788 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2013-06.jsonl +Analysis Time: 2026-01-15 07:27:19 +================================================================================ +Total lines: 3,189,490 +Processed lines: 3,189,490 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,189,490/3,189,490 (100.0%) +Types: bool:3,189,490 +Booleans: true:0 (0.0%), false:3,189,490 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,189,490/3,189,490 (100.0%) +Types: NoneType:2,698,869, str:490,621 +Null/Empty: null:2,698,869, empty_str:119,300 +String length avg: 21.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 197 (0.1%) + 'Mod': 10 (0.0%) + 'Killed by a gun nut': 9 (0.0%) + 'PC': 7 (0.0%) + 'http://media-cache-ak0.pinimg.com/550x/78/fa/d2/78...': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,189,490/3,189,490 (100.0%) +Types: NoneType:2,984,498, str:204,992 +Null/Empty: null:2,984,498, empty_str:4,670 +String length avg: 12.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pc': 205 (0.1%) + 'Solved': 72 (0.0%) + 'thanks': 52 (0.0%) + 'discussion': 30 (0.0%) + '[Question]': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,189,490/3,189,490 (100.0%) +Types: NoneType:3,182,408, str:7,082 +Null/Empty: null:3,182,408 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 7,057 (99.6%) + 'admin': 23 (0.3%) + 'special': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,189,490/3,189,490 (100.0%) +Types: int:3,189,490 +Numeric values: 3,189,490 total +Numeric range: min:-1, max:24,006, avg:9.6 +Numeric std dev: 98.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 3,189,490/3,189,490 (100.0%) +Types: list:3,189,490 +Null/Empty: empty_arr:3,189,490 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,189,490/3,189,490 (100.0%) +Types: NoneType:2,971,802, str:217,688 +Null/Empty: null:2,971,802, empty_str:23,615 +String length avg: 5.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 4,686 (2.4%) + 'pc': 1,165 (0.6%) + 'normal': 873 (0.4%) + 'solvedcase': 367 (0.2%) + 'req': 278 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,189,490/3,189,490 (100.0%) +Types: NoneType:2,708,375, str:481,115 +Null/Empty: null:2,708,375, empty_str:81,566 +String length avg: 7.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 226 (0.1%) + 'Camera': 25 (0.0%) + 'default': 24 (0.0%) + 'tsm': 16 (0.0%) + 'blue': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,189,490/3,189,490 (100.0%) +Types: int:3,189,490 +Numeric values: 3,189,490 total +Numeric range: min:1,370,044,801, max:1,372,636,798, avg:1371335911.7 +Numeric std dev: 739516.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,189,490/3,189,490 (100.0%) +Types: int:3,189,490 +Numeric values: 3,189,490 total +Numeric range: min:1,412,105,842, max:1,412,290,628, avg:1412208032.0 +Numeric std dev: 56795.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,189,490/3,189,490 (100.0%) +Types: str:3,189,490 +String length avg: 13.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 580 (0.0%) + 'imgur.com': 395 (0.0%) + 'youtube.com': 286 (0.0%) + 'self.AskReddit': 134 (0.0%) + 'self.leagueoflegends': 41 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,189,490/3,189,490 (100.0%) +Types: str:3,189,490 +String length avg: 66.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/oQDzxAL.jpg': 6 (0.0%) + 'http://www.youtube.com/watch?v=4fsSAPyHxJI': 5 (0.0%) + 'http://xhamster.com/movies/1960562/handjobs_in_pub...': 4 (0.0%) + 'http://imgur.com/a/uJkvf': 2 (0.0%) + 'http://www.pornsoldier.com/718/Hot_MILF_Enjoys_Lon...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,189,490/3,189,490 (100.0%) +Types: bool:3,189,490 +Booleans: true:180,124 (5.6%), false:3,009,366 (94.4%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,189,490/3,189,490 (100.0%) +Types: str:3,189,490 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 101 (0.0%) + 'funny': 89 (0.0%) + 'pics': 68 (0.0%) + 'AdviceAnimals': 63 (0.0%) + 'aww': 60 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,189,490/3,189,490 (100.0%) +Types: NoneType:2,900,642, dict:288,848 +Null/Empty: null:2,900,642 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,189,490/3,189,490 (100.0%) +Types: int:3,189,490 +Numeric values: 3,189,490 total +Numeric range: min:0, max:18,697, avg:31.3 +Numeric std dev: 174.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 3,189,490/3,189,490 (100.0%) +Types: NoneType:3,189,490 +Null/Empty: null:3,189,490 + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,189,490/3,189,490 (100.0%) +Types: bool:3,050,796, int:138,694 +Booleans: true:0 (0.0%), false:3,050,796 (100.0%) +Numeric values: 138,694 total +Numeric range: min:1,370,045,023, max:1,412,189,818, avg:1371582178.7 +Numeric std dev: 2054969.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 3,189,490/3,189,490 (100.0%) +Types: list:3,189,490 +Null/Empty: empty_arr:3,189,490 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,189,490/3,189,490 (100.0%) +Types: str:3,189,490 +Null/Empty: empty_str:2,270,910 +String length avg: 645.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[Blue Pants Brewery](http://www.bluepantsbrew.com/...': 2 (0.0%) + 'I was previously waiting for the Haswell line to r...': 2 (0.0%) + 'leave your steam i'll add you': 2 (0.0%) + '.': 2 (0.0%) + 'I would say "well, it finally happened" but I'm on...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 3,189,490/3,189,490 (100.0%) +Types: NoneType:2,155,963, str:1,033,527 +Null/Empty: null:2,155,963 +String length avg: 811.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 116 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 3 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,189,490/3,189,490 (100.0%) +Types: str:3,189,490 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1fhpiv': 1 (0.0%) + '1fhpiu': 1 (0.0%) + '1fhpit': 1 (0.0%) + '1fhpis': 1 (0.0%) + '1fhpir': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,189,490/3,189,490 (100.0%) +Types: str:3,189,490 +String length avg: 55.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Locked down (X-post /r/legsup)': 5 (0.0%) + 'Cat-Friend vs Dog-Friend 2': 5 (0.0%) + 'Handjobs in public mega compilation': 4 (0.0%) + 'What My Cutie Mark is Telling Me: Literal Video Ve...': 2 (0.0%) + 'Hot MILF Enjoys Long Dick In Ass': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 3,189,490/3,189,490 (100.0%) +Types: NoneType:3,189,490 +Null/Empty: null:3,189,490 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,189,490/3,189,490 (100.0%) +Types: str:3,189,490 +String length avg: 20.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,121 (0.0%) + 'self': 801 (0.0%) + 'nsfw': 192 (0.0%) + 'http://d.thumbs.redditmedia.com/gLH4SNuhO1JpyLac.j...': 5 (0.0%) + 'http://a.thumbs.redditmedia.com/RtXRuTjTbQ2WDbyf.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,189,490/3,189,490 (100.0%) +Types: dict:3,189,490 +Null/Empty: empty_obj:3,189,459 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,189,490/3,189,490 (100.0%) +Types: NoneType:3,189,459, dict:31 +Null/Empty: null:3,189,459 + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,189,490/3,189,490 (100.0%) +Types: int:3,189,490 +Numeric values: 3,189,490 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 3,189,484 (100.0%) + 1: 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,189,490/3,189,490 (100.0%) +Types: str:3,189,490 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 101 (0.0%) + 't5_2qh33': 89 (0.0%) + 't5_2qh0u': 68 (0.0%) + 't5_2s7tt': 63 (0.0%) + 't5_2qh1o': 60 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 3,189,490/3,189,490 (100.0%) +Types: int:3,189,490 +Numeric values: 3,189,490 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,189,490 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 3,189,490/3,189,490 (100.0%) +Types: int:3,189,490 +Numeric values: 3,189,490 total +Numeric range: min:0, max:18,697, avg:31.3 +Numeric std dev: 174.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,189,490/3,189,490 (100.0%) +Types: str:3,189,490 +String length avg: 66.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/funny/comments/1fhpiv/the_perfect_bed_for_a_for...': 1 (0.0%) + '/r/AskReddit/comments/1fhpiu/whats_the_most_hilari...': 1 (0.0%) + '/r/Odysen/comments/1fhpit/sharing_networks_and_con...': 1 (0.0%) + '/r/BabyBumps/comments/1fhpis/i_didnt_think_people_...': 1 (0.0%) + '/r/dirtypenpals/comments/1fhpir/19f4m_daddy_dont_i...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,189,490/3,189,490 (100.0%) +Types: bool:3,189,490 +Booleans: true:1,150,495 (36.1%), false:2,038,995 (63.9%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,189,490/3,189,490 (100.0%) +Types: dict:3,189,490 +Null/Empty: empty_obj:2,900,642 + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,188,019/3,189,490 (100.0%) +Types: str:3,188,019 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 432 (0.0%) + 'PoliticBot': 23 (0.0%) + 'fringebot5000': 16 (0.0%) + 'antdude': 8 (0.0%) + 'helloiamhere': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,471/3,189,490 (0.0%) +Types: bool:1,471 +Booleans: true:1,471 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2013-07.jsonl +Analysis Time: 2026-01-15 07:30:08 +================================================================================ +Total lines: 3,374,406 +Processed lines: 3,374,406 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,374,406/3,374,406 (100.0%) +Types: str:3,374,406 +String length avg: 66.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/coins/comments/1hgn8e/the_coins_ive_found_at_wo...': 1 (0.0%) + '/r/funny/comments/1hgn8d/i_cant_figure_out_why_the...': 1 (0.0%) + '/r/videos/comments/1hgn8c/i_was_in_the_bathroom_an...': 1 (0.0%) + '/r/Contest/comments/1hgn8b/win_5000_from_skillshar...': 1 (0.0%) + '/r/TryingForABaby/comments/1hgn8a/yea_pretty_sure_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,374,406/3,374,406 (100.0%) +Types: str:3,374,406 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 98 (0.0%) + 'funny': 93 (0.0%) + 'AdviceAnimals': 87 (0.0%) + 'videos': 79 (0.0%) + 'pics': 68 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,374,406/3,374,406 (100.0%) +Types: int:3,374,406 +Numeric values: 3,374,406 total +Numeric range: min:1,372,636,801, max:1,375,315,199, avg:1373988503.4 +Numeric std dev: 772886.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 3,374,406/3,374,406 (100.0%) +Types: NoneType:3,374,406 +Null/Empty: null:3,374,406 + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,374,406/3,374,406 (100.0%) +Types: bool:3,374,406 +Booleans: true:1,242,326 (36.8%), false:2,132,080 (63.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,374,406/3,374,406 (100.0%) +Types: str:3,374,406 +String length avg: 13.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 476 (0.0%) + 'imgur.com': 335 (0.0%) + 'youtube.com': 287 (0.0%) + 'self.AskReddit': 117 (0.0%) + 'reddit.com': 90 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,374,406/3,374,406 (100.0%) +Types: int:3,374,406 +Numeric values: 3,374,406 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 3,374,395 (100.0%) + 1: 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,374,406/3,374,406 (100.0%) +Types: int:3,374,406 +Numeric values: 3,374,406 total +Numeric range: min:-12, max:27,530, avg:9.7 +Numeric std dev: 100.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,374,406/3,374,406 (100.0%) +Types: NoneType:3,374,387, dict:19 +Null/Empty: null:3,374,387 + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,374,406/3,374,406 (100.0%) +Types: bool:3,374,406 +Booleans: true:0 (0.0%), false:3,374,406 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,374,406/3,374,406 (100.0%) +Types: str:3,374,406 +String length avg: 55.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Can America Survive Many More Years Of The Tea Par...': 6 (0.0%) + 'Xbox Live Games on Demand Ultimate Sale Day 1 - As...': 3 (0.0%) + 'Snowden, in new statement, accuses Obama of using ...': 3 (0.0%) + 'UN Experts Estimate Syrian Reconstruction at $80 B...': 3 (0.0%) + 'How Egypt’s Michele Bachmann Became President and ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,374,406/3,374,406 (100.0%) +Types: NoneType:3,067,936, dict:306,470 +Null/Empty: null:3,067,936 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,374,406/3,374,406 (100.0%) +Types: int:3,374,406 +Numeric values: 3,374,406 total +Numeric range: min:1,411,983,442, max:1,412,105,842, avg:1412045923.6 +Numeric std dev: 35101.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 3,374,406/3,374,406 (100.0%) +Types: NoneType:3,374,406 +Null/Empty: null:3,374,406 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,374,406/3,374,406 (100.0%) +Types: NoneType:3,142,856, str:231,550 +Null/Empty: null:3,142,856, empty_str:27,187 +String length avg: 5.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 4,720 (2.3%) + 'pc': 1,126 (0.6%) + 'solvedcase': 320 (0.2%) + 'linkflair thanks': 189 (0.1%) + 'req': 184 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,374,406/3,374,406 (100.0%) +Types: dict:3,374,406 +Null/Empty: empty_obj:3,374,387 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,374,406/3,374,406 (100.0%) +Types: NoneType:2,855,151, str:519,255 +Null/Empty: null:2,855,151, empty_str:86,168 +String length avg: 7.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 302 (0.1%) + 'default': 28 (0.0%) + 'blue': 16 (0.0%) + 'Camera': 16 (0.0%) + 'us': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,374,406/3,374,406 (100.0%) +Types: dict:3,374,406 +Null/Empty: empty_obj:3,067,936 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 3,374,406/3,374,406 (100.0%) +Types: list:3,374,406 +Null/Empty: empty_arr:3,374,406 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 3,374,406/3,374,406 (100.0%) +Types: int:3,374,406 +Numeric values: 3,374,406 total +Numeric range: min:0, max:7,142, avg:30.6 +Numeric std dev: 168.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,374,406/3,374,406 (100.0%) +Types: str:3,374,406 +String length avg: 66.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://illuminate.newsvine.com/_news/2013/07/01/19...': 6 (0.0%) + 'http://www.washingtonpost.com/blogs/worldviews/wp/...': 4 (0.0%) + 'http://i.imgur.com/lvYNbr6.jpg': 3 (0.0%) + 'http://www.engadget.com/2013/07/01/xbox-one-to-let...': 3 (0.0%) + 'http://www.voanews.com/content/un-experts-estimate...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,374,406/3,374,406 (100.0%) +Types: int:3,374,406 +Numeric values: 3,374,406 total +Numeric range: min:0, max:7,142, avg:30.6 +Numeric std dev: 168.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,374,406/3,374,406 (100.0%) +Types: bool:3,374,406 +Booleans: true:206,725 (6.1%), false:3,167,681 (93.9%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,374,406/3,374,406 (100.0%) +Types: str:3,374,406 +String length avg: 20.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,178 (0.0%) + 'self': 673 (0.0%) + 'nsfw': 145 (0.0%) + 'http://c.thumbs.redditmedia.com/_Cy5HxASb6BTOdMb.j...': 6 (0.0%) + 'http://b.thumbs.redditmedia.com/mM5u0FxPYs5LWeZ1.j...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,374,406/3,374,406 (100.0%) +Types: str:3,374,406 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 98 (0.0%) + 't5_2qh33': 93 (0.0%) + 't5_2s7tt': 87 (0.0%) + 't5_2qh1e': 79 (0.0%) + 't5_2qh0u': 68 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,374,406/3,374,406 (100.0%) +Types: str:3,374,406 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1hgn8e': 1 (0.0%) + '1hgn8d': 1 (0.0%) + '1hgn8c': 1 (0.0%) + '1hgn8b': 1 (0.0%) + '1hgn8a': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,374,406/3,374,406 (100.0%) +Types: str:3,374,406 +Null/Empty: empty_str:2,375,380 +String length avg: 637.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The sale actually officially start today, July 2n...': 3 (0.0%) + 'I've been fretting over what I want to do after I ...': 2 (0.0%) + 'Windows 7 +P8p67 Pro Asus Motherboard / +AMD Radeo...': 1 (0.0%) + 'Every country in the world is riddled with controv...': 1 (0.0%) + 'My friends and I have just gotten into playing D&a...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,374,406/3,374,406 (100.0%) +Types: NoneType:3,148,886, str:225,520 +Null/Empty: null:3,148,886, empty_str:4,648 +String length avg: 12.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pc': 177 (0.1%) + 'Solved': 50 (0.0%) + 'Thanks': 36 (0.0%) + 'Relationships': 26 (0.0%) + 'Discussion': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,374,406/3,374,406 (100.0%) +Types: bool:3,222,128, int:152,278 +Booleans: true:0 (0.0%), false:3,222,128 (100.0%) +Numeric values: 152,278 total +Numeric range: min:1,372,636,984, max:1,411,952,229, avg:1374211293.9 +Numeric std dev: 1894426.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 3,374,406/3,374,406 (100.0%) +Types: list:3,374,406 +Null/Empty: empty_arr:3,374,406 + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 3,374,406/3,374,406 (100.0%) +Types: NoneType:2,257,554, str:1,116,852 +Null/Empty: null:2,257,554 +String length avg: 808.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 138 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 4 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 1 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,374,406/3,374,406 (100.0%) +Types: NoneType:3,366,978, str:7,428 +Null/Empty: null:3,366,978 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 7,386 (99.4%) + 'admin': 26 (0.4%) + 'special': 16 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 3,374,406/3,374,406 (100.0%) +Types: int:3,374,406 +Numeric values: 3,374,406 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,374,406 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,374,406/3,374,406 (100.0%) +Types: NoneType:2,841,308, str:533,098 +Null/Empty: null:2,841,308, empty_str:128,999 +String length avg: 21.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 250 (0.1%) + 'One voice of many': 8 (0.0%) + 'תורה עם דרך ארץ': 8 (0.0%) + 'glitter-spitter, sparkle-farter': 6 (0.0%) + 'Top Contributor!': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,372,590/3,374,406 (99.9%) +Types: str:3,372,590 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 409 (0.0%) + 'PoliticBot': 27 (0.0%) + 'rising_threads_bot': 20 (0.0%) + 'ModerationLog': 11 (0.0%) + 'pmarinel': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,816/3,374,406 (0.1%) +Types: bool:1,816 +Booleans: true:1,816 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2013-08.jsonl +Analysis Time: 2026-01-15 07:32:55 +================================================================================ +Total lines: 3,315,090 +Processed lines: 3,315,090 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,315,090/3,315,090 (100.0%) +Types: str:3,315,090 +String length avg: 13.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 387 (0.0%) + 'imgur.com': 317 (0.0%) + 'youtube.com': 194 (0.0%) + 'self.AskReddit': 77 (0.0%) + 'self.leagueoflegends': 38 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,315,090/3,315,090 (100.0%) +Types: str:3,315,090 +Null/Empty: empty_str:2,299,993 +String length avg: 633.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'During weeks 4 and 11 I plan to have specific team...': 2 (0.0%) + 'I'm gonna be straight; I would love to meet someon...': 2 (0.0%) + '### The International 3 +##Hosted by Valve Corpora...': 2 (0.0%) + 'I'm not sure if I should post my issue in this sub...': 1 (0.0%) + 'I started a new playthrough, this time doing an SL...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,315,090/3,315,090 (100.0%) +Types: NoneType:3,065,338, str:249,752 +Null/Empty: null:3,065,338, empty_str:4,248 +String length avg: 11.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pc': 110 (0.0%) + 'Solved': 46 (0.0%) + 'Link directly to image': 37 (0.0%) + 'Question': 30 (0.0%) + 'Hip-Hop': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 3,315,090/3,315,090 (100.0%) +Types: int:3,315,090 +Numeric values: 3,315,090 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,315,090 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 3,315,090/3,315,090 (100.0%) +Types: NoneType:3,315,090 +Null/Empty: null:3,315,090 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,315,090/3,315,090 (100.0%) +Types: str:3,315,090 +String length avg: 66.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/lHHMZbu.jpg': 3 (0.0%) + 'http://imgur.com/4Hjvubb.gif': 3 (0.0%) + 'http://www.reddit.com/r/covertaffairs/comments/1je...': 3 (0.0%) + 'http://www.youtube.com/watch?v=cLNYvWbGnnM': 2 (0.0%) + 'http://www.reddit.com/r/WTF/comments/1ji934/i_woul...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,315,090/3,315,090 (100.0%) +Types: bool:3,315,090 +Booleans: true:1,257,509 (37.9%), false:2,057,581 (62.1%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 3,315,090/3,315,090 (100.0%) +Types: NoneType:2,176,593, str:1,138,497 +Null/Empty: null:2,176,593 +String length avg: 807.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 112 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><h3&...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,315,090/3,315,090 (100.0%) +Types: str:3,315,090 +String length avg: 20.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,195 (0.0%) + 'self': 808 (0.0%) + 'nsfw': 218 (0.0%) + 'http://f.thumbs.redditmedia.com/O7TruHCKdxbLAZrM.j...': 5 (0.0%) + 'http://b.thumbs.redditmedia.com/VOBY5qVT71eYD98g.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,315,090/3,315,090 (100.0%) +Types: str:3,315,090 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1jj4og': 1 (0.0%) + '1jj4of': 1 (0.0%) + '1jj4oe': 1 (0.0%) + '1jj4od': 1 (0.0%) + '1jj4oc': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,315,090/3,315,090 (100.0%) +Types: dict:3,315,090 +Null/Empty: empty_obj:3,010,386 + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,315,090/3,315,090 (100.0%) +Types: bool:3,162,527, int:152,563 +Booleans: true:0 (0.0%), false:3,162,527 (100.0%) +Numeric values: 152,563 total +Numeric range: min:1,375,315,498, max:1,411,851,754, avg:1376895371.1 +Numeric std dev: 1900966.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,315,090/3,315,090 (100.0%) +Types: NoneType:2,787,753, str:527,337 +Null/Empty: null:2,787,753, empty_str:128,472 +String length avg: 21.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 173 (0.0%) + 'Lover of All!': 19 (0.0%) + '16': 6 (0.0%) + 'Deputy': 5 (0.0%) + 'Protoss': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,315,090/3,315,090 (100.0%) +Types: dict:3,315,090 +Null/Empty: empty_obj:3,315,079 + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,315,090/3,315,090 (100.0%) +Types: NoneType:3,010,386, dict:304,704 +Null/Empty: null:3,010,386 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,315,090/3,315,090 (100.0%) +Types: int:3,315,090 +Numeric values: 3,315,090 total +Numeric range: min:0, max:11,460, avg:30.8 +Numeric std dev: 174.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 3,315,090/3,315,090 (100.0%) +Types: int:3,315,090 +Numeric values: 3,315,090 total +Numeric range: min:0, max:11,460, avg:30.8 +Numeric std dev: 174.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,315,090/3,315,090 (100.0%) +Types: str:3,315,090 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 77 (0.0%) + 'AskReddit': 65 (0.0%) + 'AdviceAnimals': 63 (0.0%) + 'pics': 59 (0.0%) + 'leagueoflegends': 43 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,315,090/3,315,090 (100.0%) +Types: str:3,315,090 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 77 (0.0%) + 't5_2qh1i': 65 (0.0%) + 't5_2s7tt': 63 (0.0%) + 't5_2qh0u': 59 (0.0%) + 't5_2rfxx': 43 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,315,090/3,315,090 (100.0%) +Types: NoneType:3,062,353, str:252,737 +Null/Empty: null:3,062,353, empty_str:26,816 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 3,515 (1.6%) + 'pc': 577 (0.3%) + 'solvedcase': 228 (0.1%) + 'error': 198 (0.1%) + 'normal': 195 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,315,090/3,315,090 (100.0%) +Types: NoneType:3,315,079, dict:11 +Null/Empty: null:3,315,079 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,315,090/3,315,090 (100.0%) +Types: NoneType:3,306,837, str:8,253 +Null/Empty: null:3,306,837 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 8,198 (99.3%) + 'admin': 34 (0.4%) + 'special': 21 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 3,315,090/3,315,090 (100.0%) +Types: list:3,315,090 +Null/Empty: empty_arr:3,315,090 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,315,090/3,315,090 (100.0%) +Types: int:3,315,090 +Numeric values: 3,315,090 total +Numeric range: min:1,411,873,351, max:1,411,983,442, avg:1411928459.3 +Numeric std dev: 31883.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,315,090/3,315,090 (100.0%) +Types: str:3,315,090 +String length avg: 66.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/audio/comments/1jj4og/significant_distortion_wh...': 1 (0.0%) + '/r/darksouls/comments/1jj4of/where_are_all_the_ps3...': 1 (0.0%) + '/r/dirtypenpals/comments/1jj4oe/m4f_last_person_fi...': 1 (0.0%) + '/r/woahdude/comments/1jj4od/mystic_fire/': 1 (0.0%) + '/r/wicked_edge/comments/1jj4oc/a_little_help/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,315,090/3,315,090 (100.0%) +Types: NoneType:2,802,980, str:512,110 +Null/Empty: null:2,802,980, empty_str:87,557 +String length avg: 7.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 228 (0.1%) + 'default': 34 (0.0%) + 'tier0': 18 (0.0%) + 'tsm': 16 (0.0%) + 'Camera': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,315,090/3,315,090 (100.0%) +Types: int:3,315,090 +Numeric values: 3,315,090 total +Numeric range: min:1,375,315,200, max:1,377,993,599, avg:1376652310.5 +Numeric std dev: 772274.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,315,090/3,315,090 (100.0%) +Types: bool:3,315,090 +Booleans: true:202,036 (6.1%), false:3,113,054 (93.9%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,315,090/3,315,090 (100.0%) +Types: int:3,315,090 +Numeric values: 3,315,090 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 3,315,084 (100.0%) + 1: 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 3,315,090/3,315,090 (100.0%) +Types: NoneType:3,315,090 +Null/Empty: null:3,315,090 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,315,090/3,315,090 (100.0%) +Types: str:3,315,090 +String length avg: 55.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Rhian Sugden with glasses': 3 (0.0%) + 'Noire - "Apparitions" live in Boston, MA': 2 (0.0%) + 'The Self-Compassion Diet: Gentleness, Not Self-Fla...': 2 (0.0%) + 'Looking for mature, intelligent, and talented peop...': 2 (0.0%) + 'There's a hum in the borderlands – any thoughts on...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,315,090/3,315,090 (100.0%) +Types: bool:3,315,090 +Booleans: true:0 (0.0%), false:3,315,090 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 3,315,090/3,315,090 (100.0%) +Types: list:3,315,090 +Null/Empty: empty_arr:3,315,090 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,315,090/3,315,090 (100.0%) +Types: int:3,315,090 +Numeric values: 3,315,090 total +Numeric range: min:-1, max:34,023, avg:9.8 +Numeric std dev: 95.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,313,038/3,315,090 (99.9%) +Types: str:3,313,038 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 414 (0.0%) + 'PoliticBot': 24 (0.0%) + 'aaron0511': 10 (0.0%) + 'ModerationLog': 8 (0.0%) + 'weborigination': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 2,052/3,315,090 (0.1%) +Types: bool:2,052 +Booleans: true:2,052 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2013-09.jsonl +Analysis Time: 2026-01-15 07:35:34 +================================================================================ +Total lines: 3,121,163 +Processed lines: 3,121,163 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 3,121,163/3,121,163 (100.0%) +Types: int:3,121,163 +Numeric values: 3,121,163 total +Numeric range: min:0, max:13,719, avg:30.7 +Numeric std dev: 174.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,121,163/3,121,163 (100.0%) +Types: NoneType:2,642,902, str:478,261 +Null/Empty: null:2,642,902, empty_str:80,382 +String length avg: 7.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 168 (0.0%) + 'Camera': 33 (0.0%) + 'default': 21 (0.0%) + 'cloudnine': 16 (0.0%) + 'tsm': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,121,163/3,121,163 (100.0%) +Types: NoneType:2,809,577, dict:311,586 +Null/Empty: null:2,809,577 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,121,163/3,121,163 (100.0%) +Types: NoneType:2,867,064, str:254,099 +Null/Empty: null:2,867,064, empty_str:25,655 +String length avg: 5.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 1,781 (0.8%) + 'pc': 513 (0.2%) + 'official': 304 (0.1%) + 'solvedcase': 157 (0.1%) + 'spoiler': 150 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,121,163/3,121,163 (100.0%) +Types: bool:3,121,163 +Booleans: true:1,206,646 (38.7%), false:1,914,517 (61.3%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,121,163/3,121,163 (100.0%) +Types: int:3,121,163 +Numeric values: 3,121,163 total +Numeric range: min:1,377,993,600, max:1,380,585,599, avg:1379277300.6 +Numeric std dev: 743947.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,121,163/3,121,163 (100.0%) +Types: str:3,121,163 +Null/Empty: empty_str:2,153,814 +String length avg: 619.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I recently bought a 760 graphics card and with it ...': 3 (0.0%) + 'I mean... I know I'm one. I've been smoking cigare...': 2 (0.0%) + 'Raiklo walks in shackles into the enormous Tacoyas...': 2 (0.0%) + 'We run an IRC joint where we debate and stuff. Com...': 2 (0.0%) + 'Hey I was wondering if anyone is interested creati...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,121,163/3,121,163 (100.0%) +Types: str:3,121,163 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 107 (0.0%) + 'AskReddit': 94 (0.0%) + 'pics': 71 (0.0%) + 'leagueoflegends': 65 (0.0%) + 'AdviceAnimals': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,121,163/3,121,163 (100.0%) +Types: bool:3,121,163 +Booleans: true:0 (0.0%), false:3,121,163 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,121,163/3,121,163 (100.0%) +Types: str:3,121,163 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 107 (0.0%) + 't5_2qh1i': 94 (0.0%) + 't5_2qh0u': 71 (0.0%) + 't5_2rfxx': 65 (0.0%) + 't5_2s7tt': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,121,163/3,121,163 (100.0%) +Types: str:3,121,163 +String length avg: 55.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Balak': 5 (0.0%) + 'US politicians sceptical as Obama administration p...': 4 (0.0%) + 'Cowgirl': 3 (0.0%) + 'USS Nimitz carrier group rerouted for possible hel...': 3 (0.0%) + 'The quicker picker upper': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,121,163/3,121,163 (100.0%) +Types: str:3,121,163 +String length avg: 67.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.theguardian.com/world/2013/sep/01/us-me...': 4 (0.0%) + 'http://i.imgur.com/r9MUNJl.jpg': 3 (0.0%) + 'http://www.reuters.com/article/2013/09/01/us-syria...': 3 (0.0%) + 'http://i.imgur.com/wcgA6Zk.jpg': 3 (0.0%) + 'http://i.imgur.com/zfq6uCs.jpg': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,121,163/3,121,163 (100.0%) +Types: NoneType:2,922,349, dict:198,814 +Null/Empty: null:2,922,349 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,121,163/3,121,163 (100.0%) +Types: NoneType:2,867,884, str:253,279 +Null/Empty: null:2,867,884, empty_str:4,583 +String length avg: 12.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pc': 132 (0.1%) + 'Solved': 49 (0.0%) + 'Discussion': 39 (0.0%) + 'M4F': 37 (0.0%) + 'PSB': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,121,163/3,121,163 (100.0%) +Types: NoneType:2,628,768, str:492,395 +Null/Empty: null:2,628,768, empty_str:118,568 +String length avg: 21.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 132 (0.0%) + '[First] [Last] on [Server]': 11 (0.0%) + '15': 9 (0.0%) + 'PC': 7 (0.0%) + '16': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 3,121,163/3,121,163 (100.0%) +Types: NoneType:3,121,163 +Null/Empty: null:3,121,163 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,121,163/3,121,163 (100.0%) +Types: str:3,121,163 +String length avg: 13.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 617 (0.0%) + 'imgur.com': 322 (0.0%) + 'youtube.com': 257 (0.0%) + 'self.AskReddit': 116 (0.0%) + 'self.leagueoflegends': 66 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,121,163/3,121,163 (100.0%) +Types: int:3,121,163 +Numeric values: 3,121,163 total +Numeric range: min:0, max:13,719, avg:30.7 +Numeric std dev: 174.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,121,163/3,121,163 (100.0%) +Types: str:3,121,163 +String length avg: 66.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/AskReddit/comments/1ljnel/tell_me_reddit_what_i...': 1 (0.0%) + '/r/A858DE45F56D9BC9/comments/1ljnek/201309020359/': 1 (0.0%) + '/r/videos/comments/1ljnej/smack_camcup_song_editio...': 1 (0.0%) + '/r/tits/comments/1ljnei/cowgirl/': 1 (0.0%) + '/r/WritersRoom/comments/1ljneh/haste_poetry/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,121,163/3,121,163 (100.0%) +Types: bool:3,121,163 +Booleans: true:203,051 (6.5%), false:2,918,112 (93.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,121,163/3,121,163 (100.0%) +Types: int:3,121,163 +Numeric values: 3,121,163 total +Numeric range: min:-1, max:26,435, avg:9.6 +Numeric std dev: 96.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,121,163/3,121,163 (100.0%) +Types: str:3,121,163 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1ljnel': 1 (0.0%) + '1ljnek': 1 (0.0%) + '1ljnej': 1 (0.0%) + '1ljnei': 1 (0.0%) + '1ljneh': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 3,121,163/3,121,163 (100.0%) +Types: list:3,121,163 +Null/Empty: empty_arr:3,121,163 + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,121,163/3,121,163 (100.0%) +Types: int:3,121,163 +Numeric values: 3,121,163 total +Numeric range: min:0, max:4, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 3 +Numeric values distribution: + 0: 3,121,148 (100.0%) + 1: 14 (0.0%) + 4: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,121,163/3,121,163 (100.0%) +Types: dict:3,121,163 +Null/Empty: empty_obj:2,809,577 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,121,163/3,121,163 (100.0%) +Types: dict:3,121,163 +Null/Empty: empty_obj:2,922,349 + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,121,163/3,121,163 (100.0%) +Types: bool:2,979,245, int:141,918 +Booleans: true:0 (0.0%), false:2,979,245 (100.0%) +Numeric values: 141,918 total +Numeric range: min:1,377,993,827, max:1,411,837,310, avg:1379493136.5 +Numeric std dev: 1802704.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 3,121,163/3,121,163 (100.0%) +Types: int:3,121,163 +Numeric values: 3,121,163 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,121,163 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,121,163/3,121,163 (100.0%) +Types: NoneType:3,113,549, str:7,614 +Null/Empty: null:3,113,549 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 7,576 (99.5%) + 'admin': 32 (0.4%) + 'special': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 3,121,163/3,121,163 (100.0%) +Types: NoneType:3,121,163 +Null/Empty: null:3,121,163 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,121,163/3,121,163 (100.0%) +Types: str:3,121,163 +String length avg: 20.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,211 (0.0%) + 'self': 931 (0.0%) + 'nsfw': 326 (0.0%) + 'http://e.thumbs.redditmedia.com/0sHtDbXMBlpX6TFL.j...': 8 (0.0%) + 'http://f.thumbs.redditmedia.com/aeaEJAai3-kX4ioY.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 3,121,163/3,121,163 (100.0%) +Types: list:3,121,163 +Null/Empty: empty_arr:3,121,163 + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 3,121,163/3,121,163 (100.0%) +Types: NoneType:2,026,926, str:1,094,237 +Null/Empty: null:2,026,926 +String length avg: 788.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 152 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 3 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,121,163/3,121,163 (100.0%) +Types: int:3,121,163 +Numeric values: 3,121,163 total +Numeric range: min:1,411,766,573, max:1,411,873,351, avg:1411820563.7 +Numeric std dev: 30832.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,118,988/3,121,163 (99.9%) +Types: str:3,118,988 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 406 (0.0%) + 'pepsi_next': 44 (0.0%) + 'PoliticBot': 19 (0.0%) + 'green_straw': 4 (0.0%) + 'MillenniumFalc0n': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 2,175/3,121,163 (0.1%) +Types: bool:2,175 +Booleans: true:2,175 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2013-10.jsonl +Analysis Time: 2026-01-15 07:38:36 +================================================================================ +Total lines: 3,467,225 +Processed lines: 3,467,225 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,467,225/3,467,225 (100.0%) +Types: dict:3,467,225 +Null/Empty: empty_obj:3,100,828 + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,467,225/3,467,225 (100.0%) +Types: int:3,467,225 +Numeric values: 3,467,225 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 3,467,202 (100.0%) + 1: 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,467,225/3,467,225 (100.0%) +Types: dict:3,467,225 +Null/Empty: empty_obj:3,188,713 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,467,225/3,467,225 (100.0%) +Types: bool:3,467,225 +Booleans: true:270,385 (7.8%), false:3,196,840 (92.2%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,467,225/3,467,225 (100.0%) +Types: int:3,467,225 +Numeric values: 3,467,225 total +Numeric range: min:-1, max:36,948, avg:9.8 +Numeric std dev: 102.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 3,467,225/3,467,225 (100.0%) +Types: list:3,467,225 +Null/Empty: empty_arr:3,467,225 + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,467,225/3,467,225 (100.0%) +Types: str:3,467,225 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1njr6v': 1 (0.0%) + '1njr6u': 1 (0.0%) + '1njr6t': 1 (0.0%) + '1njr6r': 1 (0.0%) + '1njr6q': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,467,225/3,467,225 (100.0%) +Types: str:3,467,225 +String length avg: 13.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 388 (0.0%) + 'imgur.com': 259 (0.0%) + 'youtube.com': 182 (0.0%) + 'self.AskReddit': 105 (0.0%) + 'self.fantasyfootball': 38 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,467,225/3,467,225 (100.0%) +Types: str:3,467,225 +String length avg: 66.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Cleveland/comments/1njr6v/the_remains_of_a_1947...': 1 (0.0%) + '/r/IASIP/comments/1njr6u/perfect_buffer_timing_s3_...': 1 (0.0%) + '/r/InCaseYouMissedIt/comments/1njr6t/obama_waives_...': 1 (0.0%) + '/r/fantasyfootball/comments/1njr6r/trade_my_philip...': 1 (0.0%) + '/r/news/comments/1njr6q/apples_new_lightning_conne...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,467,225/3,467,225 (100.0%) +Types: int:3,467,225 +Numeric values: 3,467,225 total +Numeric range: min:0, max:7,099, avg:29.3 +Numeric std dev: 169.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 3,467,225/3,467,225 (100.0%) +Types: NoneType:2,229,230, str:1,237,995 +Null/Empty: null:2,229,230 +String length avg: 747.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 115 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 4 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 3,467,225/3,467,225 (100.0%) +Types: list:3,467,225 +Null/Empty: empty_arr:3,467,225 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,467,225/3,467,225 (100.0%) +Types: int:3,467,225 +Numeric values: 3,467,225 total +Numeric range: min:1,411,646,674, max:1,411,766,573, avg:1411706075.4 +Numeric std dev: 34793.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,467,225/3,467,225 (100.0%) +Types: str:3,467,225 +String length avg: 19.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,208 (0.0%) + 'self': 1,011 (0.0%) + 'nsfw': 265 (0.0%) + 'http://d.thumbs.redditmedia.com/-QWx64579bI2mv_Q.j...': 4 (0.0%) + 'http://d.thumbs.redditmedia.com/ihfOUMZ9CI8Rmgx-.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,467,225/3,467,225 (100.0%) +Types: bool:3,306,425, int:160,800 +Booleans: true:0 (0.0%), false:3,306,425 (100.0%) +Numeric values: 160,800 total +Numeric range: min:1,380,585,865, max:1,411,641,586, avg:1382201909.4 +Numeric std dev: 1798177.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 3,467,225/3,467,225 (100.0%) +Types: NoneType:3,467,225 +Null/Empty: null:3,467,225 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,467,225/3,467,225 (100.0%) +Types: NoneType:3,459,026, str:8,199 +Null/Empty: null:3,459,026 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 8,144 (99.3%) + 'admin': 39 (0.5%) + 'special': 16 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 3,467,225/3,467,225 (100.0%) +Types: int:3,467,225 +Numeric values: 3,467,225 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,467,225 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,467,225/3,467,225 (100.0%) +Types: int:3,467,225 +Numeric values: 3,467,225 total +Numeric range: min:1,380,585,600, max:1,383,263,999, avg:1381943453.3 +Numeric std dev: 781781.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,467,225/3,467,225 (100.0%) +Types: str:3,467,225 +Null/Empty: empty_str:2,373,233 +String length avg: 593.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.reddit.com/r/ConventionOfStates/new/': 4 (0.0%) + 'I found it to be strange how she meets the Governo...': 2 (0.0%) + 'you know what's really cool? excluding myself as a...': 2 (0.0%) + 'Im intersted on PAYPAL or steamgames maybe steamwa...': 2 (0.0%) + 'http://gifninja.com/animatedgifs/107250/spongebob-...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,467,225/3,467,225 (100.0%) +Types: bool:3,467,225 +Booleans: true:1,369,620 (39.5%), false:2,097,605 (60.5%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,467,225/3,467,225 (100.0%) +Types: NoneType:3,100,828, dict:366,397 +Null/Empty: null:3,100,828 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,467,225/3,467,225 (100.0%) +Types: NoneType:3,152,435, str:314,790 +Null/Empty: null:3,152,435, empty_str:29,440 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 3,470 (1.2%) + 'spoiler': 459 (0.2%) + 'pc': 303 (0.1%) + 'official': 269 (0.1%) + 'monday': 196 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,467,225/3,467,225 (100.0%) +Types: NoneType:2,915,481, str:551,744 +Null/Empty: null:2,915,481, empty_str:92,485 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 301 (0.1%) + 'pc': 25 (0.0%) + 'default': 16 (0.0%) + 'tsm': 13 (0.0%) + 'Camera': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 3,467,225/3,467,225 (100.0%) +Types: int:3,467,225 +Numeric values: 3,467,225 total +Numeric range: min:0, max:7,099, avg:29.3 +Numeric std dev: 169.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,467,225/3,467,225 (100.0%) +Types: NoneType:2,909,328, str:557,897 +Null/Empty: null:2,909,328, empty_str:134,162 +String length avg: 21.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 255 (0.1%) + 'Trusted Mod FFL': 10 (0.0%) + '17': 9 (0.0%) + 'verified': 8 (0.0%) + '16': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 3,467,225/3,467,225 (100.0%) +Types: NoneType:3,467,225 +Null/Empty: null:3,467,225 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,467,225/3,467,225 (100.0%) +Types: NoneType:3,188,713, dict:278,512 +Null/Empty: null:3,188,713 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,467,225/3,467,225 (100.0%) +Types: NoneType:3,152,481, str:314,744 +Null/Empty: null:3,152,481, empty_str:5,057 +String length avg: 11.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pc': 62 (0.0%) + 'Spoiler': 54 (0.0%) + 'Fluff': 26 (0.0%) + 'Question': 24 (0.0%) + 'Battlefield 4': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,467,225/3,467,225 (100.0%) +Types: str:3,467,225 +String length avg: 54.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Girl gets killed after run over by car out of cont...': 2 (0.0%) + 'From NSA Spying And VIPR Sweeps To Domestic Drones...': 2 (0.0%) + 'Spiders, Snakes and Frogs': 2 (0.0%) + 'TIL at 541 days, Belgium holds the distinction of ...': 2 (0.0%) + '29 Ironic Posts': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,467,225/3,467,225 (100.0%) +Types: str:3,467,225 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 84 (0.0%) + 't5_2qh33': 80 (0.0%) + 't5_2s7tt': 70 (0.0%) + 't5_2qh0u': 47 (0.0%) + 't5_2r84s': 43 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,467,225/3,467,225 (100.0%) +Types: str:3,467,225 +String length avg: 69.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://imgur.com/C2NVqck': 3 (0.0%) + 'http://www.youtube.com/watch?feature=player_embedd...': 2 (0.0%) + 'http://www.liveleak.com/view?i=b26_1380653359': 2 (0.0%) + 'http://i.imgur.com/EarkKU7.jpg': 2 (0.0%) + 'http://www.rutherford.org/publications_resources/j...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,467,225/3,467,225 (100.0%) +Types: bool:3,467,225 +Booleans: true:0 (0.0%), false:3,467,225 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,467,225/3,467,225 (100.0%) +Types: str:3,467,225 +String length avg: 9.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 84 (0.0%) + 'funny': 80 (0.0%) + 'AdviceAnimals': 70 (0.0%) + 'pics': 47 (0.0%) + 'POLITIC': 43 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,464,020/3,467,225 (99.9%) +Types: str:3,464,020 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 390 (0.0%) + 'PoliticBot': 27 (0.0%) + 'ModerationLog': 13 (0.0%) + 'llagardera': 12 (0.0%) + 'turdmcgirt': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 3,205/3,467,225 (0.1%) +Types: bool:3,205 +Booleans: true:3,205 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2013-11.jsonl +Analysis Time: 2026-01-15 07:41:45 +================================================================================ +Total lines: 3,522,378 +Processed lines: 3,522,378 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,522,378/3,522,378 (100.0%) +Types: int:3,522,378 +Numeric values: 3,522,378 total +Numeric range: min:1,411,530,984, max:1,411,646,674, avg:1411588856.9 +Numeric std dev: 33458.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 3,522,378/3,522,378 (100.0%) +Types: list:3,522,378 +Null/Empty: empty_arr:3,522,378 + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 3,522,378/3,522,378 (100.0%) +Types: NoneType:2,198,565, str:1,323,813 +Null/Empty: null:2,198,565 +String length avg: 759.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 150 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><h3&...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 3,522,378/3,522,378 (100.0%) +Types: NoneType:3,522,378 +Null/Empty: null:3,522,378 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,522,378/3,522,378 (100.0%) +Types: NoneType:3,513,773, str:8,605 +Null/Empty: null:3,513,773 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 8,564 (99.5%) + 'admin': 28 (0.3%) + 'special': 13 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 3,522,378/3,522,378 (100.0%) +Types: int:3,522,378 +Numeric values: 3,522,378 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,522,378 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,522,378/3,522,378 (100.0%) +Types: bool:3,345,735, int:176,643 +Booleans: true:0 (0.0%), false:3,345,735 (100.0%) +Numeric values: 176,643 total +Numeric range: min:1,383,264,211, max:1,411,600,595, avg:1384852416.0 +Numeric std dev: 1878913.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,522,378/3,522,378 (100.0%) +Types: str:3,522,378 +String length avg: 19.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,160 (0.0%) + 'self': 1,000 (0.0%) + 'nsfw': 221 (0.0%) + 'http://d.thumbs.redditmedia.com/Fcj_FzYBDQ8plE4-.j...': 7 (0.0%) + 'http://d.thumbs.redditmedia.com/gLH4SNuhO1JpyLac.j...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,522,378/3,522,378 (100.0%) +Types: int:3,522,378 +Numeric values: 3,522,378 total +Numeric range: min:-1, max:24,310, avg:10.1 +Numeric std dev: 93.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,522,378/3,522,378 (100.0%) +Types: str:3,522,378 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1pq01a': 1 (0.0%) + '1pq019': 1 (0.0%) + '1pq018': 1 (0.0%) + '1pq017': 1 (0.0%) + '1pq016': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 3,522,378/3,522,378 (100.0%) +Types: list:3,522,378 +Null/Empty: empty_arr:3,522,378 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,522,378/3,522,378 (100.0%) +Types: bool:3,522,378 +Booleans: true:223,182 (6.3%), false:3,299,196 (93.7%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,522,378/3,522,378 (100.0%) +Types: dict:3,522,378 +Null/Empty: empty_obj:3,237,853 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,522,378/3,522,378 (100.0%) +Types: dict:3,522,378 +Null/Empty: empty_obj:3,145,369 + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,522,378/3,522,378 (100.0%) +Types: int:3,522,378 +Numeric values: 3,522,378 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 3,522,362 (100.0%) + 1: 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,522,378/3,522,378 (100.0%) +Types: str:3,522,378 +String length avg: 66.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/SteamGameSwap/comments/1pq01a/h_just_cause_w_2x...': 1 (0.0%) + '/r/leagueoflegends/comments/1pq019/massive_eune_se...': 1 (0.0%) + '/r/onetruegod/comments/1pq018/i_walked_into_my_sci...': 1 (0.0%) + '/r/leagueoflegends/comments/1pq017/euw_server_lag/': 1 (0.0%) + '/r/penguins/comments/1pq016/music_when_the_team_co...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,522,378/3,522,378 (100.0%) +Types: int:3,522,378 +Numeric values: 3,522,378 total +Numeric range: min:0, max:7,986, avg:29.1 +Numeric std dev: 170.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,522,378/3,522,378 (100.0%) +Types: str:3,522,378 +String length avg: 13.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 422 (0.0%) + 'imgur.com': 306 (0.0%) + 'youtube.com': 200 (0.0%) + 'self.AskReddit': 102 (0.0%) + 'self.leagueoflegends': 72 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,522,378/3,522,378 (100.0%) +Types: NoneType:3,138,980, str:383,398 +Null/Empty: null:3,138,980, empty_str:4,656 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'General': 469 (0.1%) + '6th Gen': 76 (0.0%) + 'pc': 66 (0.0%) + 'Costume': 47 (0.0%) + 'Solved': 33 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,522,378/3,522,378 (100.0%) +Types: NoneType:3,237,853, dict:284,525 +Null/Empty: null:3,237,853 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,522,378/3,522,378 (100.0%) +Types: NoneType:2,912,067, str:610,311 +Null/Empty: null:2,912,067, empty_str:133,303 +String length avg: 24.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 155 (0.0%) + '17': 6 (0.0%) + 'http://amzn.com/w/2IBJ7LBXI96UM': 4 (0.0%) + 'Mindcrack Marathon 2014': 4 (0.0%) + 'North America': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 3,522,378/3,522,378 (100.0%) +Types: NoneType:3,522,378 +Null/Empty: null:3,522,378 + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,522,378/3,522,378 (100.0%) +Types: bool:3,522,378 +Booleans: true:0 (0.0%), false:3,522,378 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,522,378/3,522,378 (100.0%) +Types: str:3,522,378 +String length avg: 9.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 74 (0.0%) + 'leagueoflegends': 63 (0.0%) + 'funny': 61 (0.0%) + 'pics': 55 (0.0%) + 'friendsafari': 52 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,522,378/3,522,378 (100.0%) +Types: str:3,522,378 +String length avg: 69.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/rqYJ9TX.gif': 4 (0.0%) + 'http://www.foxnews.com/us/2013/10/30/teacher-fired...': 3 (0.0%) + 'http://www.youtube.com/watch?v=A96xHWAW1ug': 2 (0.0%) + 'http://i.imgur.com/98gGmh6.gif': 2 (0.0%) + 'http://wallstcheatsheet.com/stocks/starbucks-schul...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,522,378/3,522,378 (100.0%) +Types: str:3,522,378 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 74 (0.0%) + 't5_2rfxx': 63 (0.0%) + 't5_2qh33': 61 (0.0%) + 't5_2qh0u': 55 (0.0%) + 't5_2yt52': 52 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,522,378/3,522,378 (100.0%) +Types: str:3,522,378 +String length avg: 54.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Holly Michaels': 4 (0.0%) + 'How to tell if I'm being bugged?': 3 (0.0%) + 'Starbucks CEO: Obamacare Execution Is “Off the Rai...': 2 (0.0%) + 'Why are the people protesting the SNAP benefit red...': 2 (0.0%) + 'Casual Reviews III: Revenge of the Swiss. SAK Supe...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,522,378/3,522,378 (100.0%) +Types: bool:3,522,378 +Booleans: true:1,476,247 (41.9%), false:2,046,131 (58.1%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,522,378/3,522,378 (100.0%) +Types: int:3,522,378 +Numeric values: 3,522,378 total +Numeric range: min:1,383,264,001, max:1,385,855,999, avg:1384568757.0 +Numeric std dev: 731796.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,522,378/3,522,378 (100.0%) +Types: str:3,522,378 +Null/Empty: empty_str:2,357,568 +String length avg: 593.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'A little black kitten wandered to our yard and wou...': 2 (0.0%) + '###[](/MON) Alouettes (7-10) vs. [](/TOR) Argonaut...': 2 (0.0%) + 'I'm planning on going cross-country in a year or t...': 2 (0.0%) + 'I was hoping to build something like this but I do...': 2 (0.0%) + 'Almost since release I've played on a mix of very ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,522,378/3,522,378 (100.0%) +Types: NoneType:2,926,134, str:596,244 +Null/Empty: null:2,926,134, empty_str:96,948 +String length avg: 9.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 169 (0.0%) + 'default': 24 (0.0%) + 'Camera': 23 (0.0%) + 'pc': 20 (0.0%) + 'tsm': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 3,522,378/3,522,378 (100.0%) +Types: int:3,522,378 +Numeric values: 3,522,378 total +Numeric range: min:0, max:7,986, avg:29.1 +Numeric std dev: 170.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,522,378/3,522,378 (100.0%) +Types: NoneType:3,145,369, dict:377,009 +Null/Empty: null:3,145,369 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,522,378/3,522,378 (100.0%) +Types: NoneType:3,137,938, str:384,440 +Null/Empty: null:3,137,938, empty_str:29,192 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 2,329 (0.7%) + 'general': 2,165 (0.6%) + '6th': 350 (0.1%) + 'costume': 343 (0.1%) + 'pc': 301 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,519,657/3,522,378 (99.9%) +Types: str:3,519,657 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 388 (0.0%) + 'PoliticBot': 26 (0.0%) + 'ModerationLog': 15 (0.0%) + 'funnymanisi': 6 (0.0%) + 'MultiFunctionBot': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 2,721/3,522,378 (0.1%) +Types: bool:2,721 +Booleans: true:2,721 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2013-12.jsonl +Analysis Time: 2026-01-15 07:45:06 +================================================================================ +Total lines: 3,801,410 +Processed lines: 3,801,410 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,801,410/3,801,410 (100.0%) +Types: str:3,801,410 +String length avg: 68.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://scallywagandvagabond.com/2013/12/father-cha...': 3 (0.0%) + 'http://fff.org/2013/11/27/the-national-security-st...': 3 (0.0%) + 'http://www.politicususa.com/2013/12/01/gop-hauls-r...': 3 (0.0%) + 'http://www.politicususa.com/2013/12/01/biased-abc-...': 3 (0.0%) + 'http://imgur.com/a/xJykk': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,801,410/3,801,410 (100.0%) +Types: str:3,801,410 +String length avg: 53.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Father charged with child porn tells nude pics of ...': 3 (0.0%) + 'The National-Security State's Childishly Dangerous...': 3 (0.0%) + 'GOP Scandal Dies as Republicans Are Reduced To Whi...': 3 (0.0%) + 'Biased ABC News Refuses to Believe That the Obamac...': 3 (0.0%) + 'I may leave my salaried job for a contractor posit...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,801,410/3,801,410 (100.0%) +Types: str:3,801,410 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 80 (0.0%) + 't5_2qh33': 66 (0.0%) + 't5_2qh0u': 62 (0.0%) + 't5_2s7tt': 52 (0.0%) + 't5_2yt52': 48 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,801,410/3,801,410 (100.0%) +Types: str:3,801,410 +String length avg: 9.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 80 (0.0%) + 'funny': 66 (0.0%) + 'pics': 62 (0.0%) + 'AdviceAnimals': 52 (0.0%) + 'friendsafari': 48 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,801,410/3,801,410 (100.0%) +Types: bool:3,801,410 +Booleans: true:0 (0.0%), false:3,801,410 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,801,410/3,801,410 (100.0%) +Types: NoneType:3,136,775, str:664,635 +Null/Empty: null:3,136,775, empty_str:146,638 +String length avg: 24.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 78 (0.0%) + '16': 21 (0.0%) + '10111010101010': 17 (0.0%) + '15': 9 (0.0%) + 'verified': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 3,801,410/3,801,410 (100.0%) +Types: NoneType:3,801,410 +Null/Empty: null:3,801,410 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,801,410/3,801,410 (100.0%) +Types: NoneType:3,383,525, str:417,885 +Null/Empty: null:3,383,525, empty_str:5,559 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'General': 465 (0.1%) + 'STREAMING MUSIC': 158 (0.0%) + '6th Gen': 127 (0.0%) + 'pc': 53 (0.0%) + 'Question': 52 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,801,410/3,801,410 (100.0%) +Types: NoneType:3,528,639, dict:272,771 +Null/Empty: null:3,528,639 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,801,410/3,801,410 (100.0%) +Types: NoneType:3,379,463, str:421,947 +Null/Empty: null:3,379,463, empty_str:29,172 +String length avg: 6.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'general': 2,219 (0.6%) + 'meta': 1,261 (0.3%) + 'stream': 664 (0.2%) + '6th': 522 (0.1%) + 'pc': 263 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,801,410/3,801,410 (100.0%) +Types: NoneType:3,431,959, dict:369,451 +Null/Empty: null:3,431,959 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 3,801,410/3,801,410 (100.0%) +Types: int:3,801,410 +Numeric values: 3,801,410 total +Numeric range: min:0, max:12,887, avg:29.5 +Numeric std dev: 177.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,801,410/3,801,410 (100.0%) +Types: NoneType:3,151,983, str:649,427 +Null/Empty: null:3,151,983, empty_str:105,783 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 101 (0.0%) + '2': 22 (0.0%) + 'default': 20 (0.0%) + 'Camera': 19 (0.0%) + '6': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,801,410/3,801,410 (100.0%) +Types: str:3,801,410 +Null/Empty: empty_str:2,543,618 +String length avg: 602.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'My son is 9 months old and has a mild fear of dogs...': 2 (0.0%) + '[PCPartPicker part list](http://pcpartpicker.com/p...': 2 (0.0%) + '[6]': 2 (0.0%) + 'My wife and I inherited this from her great grandp...': 2 (0.0%) + 'Go!': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,801,410/3,801,410 (100.0%) +Types: int:3,801,410 +Numeric values: 3,801,410 total +Numeric range: min:1,385,856,001, max:1,388,534,399, avg:1387165213.3 +Numeric std dev: 769392.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,801,410/3,801,410 (100.0%) +Types: bool:3,801,410 +Booleans: true:1,619,293 (42.6%), false:2,182,117 (57.4%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,801,410/3,801,410 (100.0%) +Types: str:3,801,410 +Null/Empty: empty_str:1 +String length avg: 18.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,195 (0.0%) + 'self': 1,172 (0.0%) + 'nsfw': 249 (0.0%) + 'http://e.thumbs.redditmedia.com/xkoHB9IC5HRXTgwX.j...': 3 (0.0%) + 'http://f.thumbs.redditmedia.com/BKGAq5K75DQTdBtq.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 3,801,410/3,801,410 (100.0%) +Types: int:3,801,410 +Numeric values: 3,801,410 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,801,410 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 3,801,410/3,801,410 (100.0%) +Types: NoneType:3,801,410 +Null/Empty: null:3,801,410 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,801,410/3,801,410 (100.0%) +Types: NoneType:3,791,861, str:9,549 +Null/Empty: null:3,791,861 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 9,516 (99.7%) + 'admin': 24 (0.3%) + 'special': 9 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,801,410/3,801,410 (100.0%) +Types: bool:3,609,808, int:191,602 +Booleans: true:0 (0.0%), false:3,609,808 (100.0%) +Numeric values: 191,602 total +Numeric range: min:1,385,856,313, max:1,411,503,449, avg:1387404438.8 +Numeric std dev: 1638291.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,801,410/3,801,410 (100.0%) +Types: int:3,801,410 +Numeric values: 3,801,410 total +Numeric range: min:1,411,405,221, max:1,411,530,984, avg:1411467899.1 +Numeric std dev: 35860.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 3,801,410/3,801,410 (100.0%) +Types: NoneType:2,339,099, str:1,462,311 +Null/Empty: null:2,339,099 +String length avg: 756.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 143 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 3,801,410/3,801,410 (100.0%) +Types: list:3,801,410 +Null/Empty: empty_arr:3,801,410 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,801,410/3,801,410 (100.0%) +Types: int:3,801,410 +Numeric values: 3,801,410 total +Numeric range: min:0, max:12,887, avg:29.5 +Numeric std dev: 177.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,801,410/3,801,410 (100.0%) +Types: str:3,801,410 +String length avg: 66.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/friendsafari/comments/1rvebz/lf_steel_but_addin...': 1 (0.0%) + '/r/techsupport/comments/1rveby/is_tradeyourstuffco...': 1 (0.0%) + '/r/gonewild/comments/1rvebx/this_is_especially_for...': 1 (0.0%) + '/r/news/comments/1rvebw/another_government_chemist...': 1 (0.0%) + '/r/Awwducational/comments/1rvebv/the_adult_female_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,801,410/3,801,410 (100.0%) +Types: str:3,801,410 +String length avg: 13.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 441 (0.0%) + 'imgur.com': 291 (0.0%) + 'youtube.com': 242 (0.0%) + 'self.AskReddit': 110 (0.0%) + 'self.friendsafari': 69 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,801,410/3,801,410 (100.0%) +Types: dict:3,801,410 +Null/Empty: empty_obj:3,528,639 + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,801,410/3,801,410 (100.0%) +Types: int:3,801,410 +Numeric values: 3,801,410 total +Numeric range: min:0, max:3, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 3 +Numeric values distribution: + 0: 3,801,380 (100.0%) + 1: 29 (0.0%) + 3: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,801,410/3,801,410 (100.0%) +Types: dict:3,801,410 +Null/Empty: empty_obj:3,431,959 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,801,410/3,801,410 (100.0%) +Types: int:3,801,410 +Numeric values: 3,801,410 total +Numeric range: min:-13, max:24,148, avg:9.8 +Numeric std dev: 91.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,801,410/3,801,410 (100.0%) +Types: str:3,801,410 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1rvebz': 1 (0.0%) + '1rveby': 1 (0.0%) + '1rvebx': 1 (0.0%) + '1rvebw': 1 (0.0%) + '1rvebv': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 3,801,410/3,801,410 (100.0%) +Types: list:3,801,410 +Null/Empty: empty_arr:3,801,410 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,801,410/3,801,410 (100.0%) +Types: bool:3,801,410 +Booleans: true:248,141 (6.5%), false:3,553,269 (93.5%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,798,091/3,801,410 (99.9%) +Types: str:3,798,091 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 338 (0.0%) + 'abdulhaqq': 13 (0.0%) + 'PoliticBot': 12 (0.0%) + 'blowmymiiind': 4 (0.0%) + 'misnamed': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 3,319/3,801,410 (0.1%) +Types: bool:3,319 +Booleans: true:3,319 (100.0%), false:0 (0.0%) + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2014.txt b/analysis/original_schema_analysis/submissions/analysis_report_2014.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fb3ac59e56c4a5d2e6388487b1220aee7212dff --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2014.txt @@ -0,0 +1,5470 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2014 +Analysis Started: 2026-01-15 07:15:51 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2014-01.jsonl +Analysis Time: 2026-01-15 07:19:43 +================================================================================ +Total lines: 4,145,541 +Processed lines: 4,145,541 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 4,145,541/4,145,541 (100.0%) +Types: NoneType:3,449,779, str:695,762 +Null/Empty: null:3,449,779, empty_str:112,429 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ideology-flair': 123 (0.0%) + 'squeal': 27 (0.0%) + 'default': 22 (0.0%) + 'tier0': 17 (0.0%) + 'Camera': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 4,145,541/4,145,541 (100.0%) +Types: int:4,145,541 +Numeric values: 4,145,541 total +Numeric range: min:0, max:50,287, avg:9.6 +Numeric std dev: 100.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 4,145,541/4,145,541 (100.0%) +Types: bool:4,145,541 +Booleans: true:0 (0.0%), false:4,145,541 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 4,145,541/4,145,541 (100.0%) +Types: bool:4,145,541 +Booleans: true:293,543 (7.1%), false:3,851,998 (92.9%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 4,145,541/4,145,541 (100.0%) +Types: str:4,145,541 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1u4kuf': 1 (0.0%) + 't3_1u4kug': 1 (0.0%) + 't3_1u4kuh': 1 (0.0%) + 't3_1u4kui': 1 (0.0%) + 't3_1u4kuj': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 4,145,541/4,145,541 (100.0%) +Types: NoneType:3,661,868, str:483,673 +Null/Empty: null:3,661,868, empty_str:31,322 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'general': 1,789 (0.4%) + 'meta': 955 (0.2%) + 'removed': 765 (0.2%) + '6th': 428 (0.1%) + 'discussion': 317 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 4,145,541/4,145,541 (100.0%) +Types: int:4,145,541 +Numeric values: 4,145,541 total +Numeric range: min:0, max:2, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 3 +Numeric values distribution: + 0: 4,145,451 (100.0%) + 1: 87 (0.0%) + 2: 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 4,145,541/4,145,541 (100.0%) +Types: bool:4,145,541 +Booleans: true:4,142,466 (99.9%), false:3,075 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 4,145,541/4,145,541 (100.0%) +Types: str:4,145,541 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1u4kuf': 1 (0.0%) + '1u4kug': 1 (0.0%) + '1u4kuh': 1 (0.0%) + '1u4kui': 1 (0.0%) + '1u4kuj': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 4,145,541/4,145,541 (100.0%) +Types: str:4,145,541 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 437 (0.0%) + 'PoliticBot': 23 (0.0%) + 'ModerationLog': 7 (0.0%) + 'moonmooncoin': 7 (0.0%) + 'BanksKnowsBest': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 4,145,541/4,145,541 (100.0%) +Types: bool:4,145,541 +Booleans: true:1,751,300 (42.2%), false:2,394,241 (57.8%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 4,145,541/4,145,541 (100.0%) +Types: str:4,145,541 +String length avg: 69.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.tsn.ca/soccer/story/?id=440059': 3 (0.0%) + 'http://www.rednationonline.ca/Articles2013/Solong2...': 3 (0.0%) + 'http://www.reuters.com/article/2013/12/31/us-iran-...': 3 (0.0%) + 'http://www.cnn.com/2013/12/31/living/words-that-sh...': 2 (0.0%) + 'http://i.imgur.com/qxWHccU.png?1': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 4,145,541/4,145,541 (100.0%) +Types: NoneType:3,837,299, dict:308,242 +Null/Empty: null:3,837,299 + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 4,145,541/4,145,541 (100.0%) +Types: int:4,145,541 +Numeric values: 4,145,541 total +Numeric range: min:1,388,534,400, max:1,391,212,799, avg:1389911293.4 +Numeric std dev: 771561.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 4,145,541/4,145,541 (100.0%) +Types: bool:4,145,541 +Booleans: true:0 (0.0%), false:4,145,541 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 4,145,541/4,145,541 (100.0%) +Types: int:4,145,541 +Numeric values: 4,145,541 total +Numeric range: min:0, max:11,567, avg:28.6 +Numeric std dev: 174.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 4,145,541/4,145,541 (100.0%) +Types: bool:3,937,548, int:207,993 +Booleans: true:0 (0.0%), false:3,937,548 (100.0%) +Numeric values: 207,993 total +Numeric range: min:1,388,534,755, max:1,441,933,640, avg:1390352349.1 +Numeric std dev: 3618853.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 4,145,541/4,145,541 (100.0%) +Types: bool:4,145,541 +Booleans: true:0 (0.0%), false:4,145,541 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 4,145,541/4,145,541 (100.0%) +Types: str:4,145,541 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1388534910': 7 (0.0%) + '1388535031': 7 (0.0%) + '1388535174': 7 (0.0%) + '1388534456': 6 (0.0%) + '1388534500': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 4,145,541/4,145,541 (100.0%) +Types: NoneType:3,444,759, str:700,782 +Null/Empty: null:3,444,759, empty_str:146,192 +String length avg: 22.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'this machine kills fascists': 110 (0.0%) + 'master of ham': 27 (0.0%) + 'Killed by a gun nut': 9 (0.0%) + '15': 9 (0.0%) + '17': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 4,145,541/4,145,541 (100.0%) +Types: dict:4,145,541 +Null/Empty: empty_obj:3,726,170 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 4,145,541/4,145,541 (100.0%) +Types: str:4,145,541 +String length avg: 13.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 394 (0.0%) + 'imgur.com': 318 (0.0%) + 'youtube.com': 213 (0.0%) + 'self.AskReddit': 115 (0.0%) + 'self.friendsafari': 71 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 4,145,541/4,145,541 (100.0%) +Types: bool:4,145,541 +Booleans: true:736 (0.0%), false:4,144,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 4,145,541/4,145,541 (100.0%) +Types: int:4,145,541 +Numeric values: 4,145,541 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 4,145,541 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 4,145,541/4,145,541 (100.0%) +Types: str:4,145,541 +String length avg: 18.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,753 (0.0%) + 'self': 1,230 (0.0%) + 'nsfw': 249 (0.0%) + 'http://a.thumbs.redditmedia.com/Zm5CHLcLsRzLX6cZ.j...': 4 (0.0%) + 'http://d.thumbs.redditmedia.com/Fcj_FzYBDQ8plE4-.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 4,145,541/4,145,541 (100.0%) +Types: NoneType:4,135,499, str:10,042 +Null/Empty: null:4,135,499 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 10,013 (99.7%) + 'admin': 17 (0.2%) + 'special': 12 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 4,145,541/4,145,541 (100.0%) +Types: str:4,145,541 +String length avg: 53.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Happy New Year!': 6 (0.0%) + 'Happy new year!': 6 (0.0%) + 'Be gone, selfie! And take twerk with you!': 3 (0.0%) + 'Chipmunks': 3 (0.0%) + 'DUI Suspects Subjected to Forced Blood Draw - On "...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 4,145,541/4,145,541 (100.0%) +Types: dict:4,145,541 +Null/Empty: empty_obj:3,837,299 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 4,145,541/4,145,541 (100.0%) +Types: NoneType:3,672,255, str:473,286 +Null/Empty: null:3,672,255, empty_str:6,271 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'General': 492 (0.1%) + '6th Gen': 139 (0.0%) + 'discussion': 73 (0.0%) + 'pc': 63 (0.0%) + 'media': 62 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 4,145,541/4,145,541 (100.0%) +Types: str:4,145,541 +String length avg: 66.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/DASHLICKING/comments/1u4kuf/happy_blue_year/': 1 (0.0%) + '/r/ultrahardcore/comments/1u4kug/jan_01_0000_utc_h...': 1 (0.0%) + '/r/knitting/comments/1u4kuh/knitting_my_first_sock...': 1 (0.0%) + '/r/relationships/comments/1u4kui/ive_20_f_been_dat...': 1 (0.0%) + '/r/masseffect/comments/1u4kuj/shepard_shepard_shep...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 4,145,541/4,145,541 (100.0%) +Types: str:4,145,541 +Null/Empty: empty_str:2,762,210 +String length avg: 616.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '##General Information + +**TIME** |**MEDIA** ...': 2 (0.0%) + 'Hello! + +Game designer with scripting skills for hi...': 2 (0.0%) + 'RIP to the sweetest kitty. I'm sorry we couldn't r...': 2 (0.0%) + ':)': 2 (0.0%) + 'Everyone has had the experience of the light bulb ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 4,145,541/4,145,541 (100.0%) +Types: NoneType:3,726,170, dict:419,371 +Null/Empty: null:3,726,170 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 4,145,541/4,145,541 (100.0%) +Types: int:4,145,541 +Numeric values: 4,145,541 total +Numeric range: min:0, max:11,567, avg:28.6 +Numeric std dev: 174.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 4,145,541/4,145,541 (100.0%) +Types: int:4,145,541 +Numeric values: 4,145,541 total +Numeric range: min:1,441,934,346, max:1,441,978,093, avg:1441956268.4 +Numeric std dev: 12617.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 4,142,626/4,145,541 (99.9%) +Types: NoneType:4,142,626 +Null/Empty: null:4,142,626 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 4,142,626/4,145,541 (99.9%) +Types: NoneType:4,142,626 +Null/Empty: null:4,142,626 + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 4,142,626/4,145,541 (99.9%) +Types: NoneType:4,142,626 +Null/Empty: null:4,142,626 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 4,142,626/4,145,541 (99.9%) +Types: str:4,142,626 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 91 (0.0%) + 't5_2s7tt': 87 (0.0%) + 't5_2qh33': 69 (0.0%) + 't5_2yt52': 62 (0.0%) + 't5_2qh0u': 51 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 4,142,626/4,145,541 (99.9%) +Types: str:4,142,626 +String length avg: 9.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 91 (0.0%) + 'AdviceAnimals': 87 (0.0%) + 'funny': 69 (0.0%) + 'friendsafari': 62 (0.0%) + 'pics': 51 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 2,915/4,145,541 (0.1%) +Types: str:2,915 +Null/Empty: empty_str:2,915 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 2,915/4,145,541 (0.1%) +Types: NoneType:2,915 +Null/Empty: null:2,915 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 2,915/4,145,541 (0.1%) +Types: NoneType:2,915 +Null/Empty: null:2,915 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 2,915/4,145,541 (0.1%) +Types: bool:2,915 +Booleans: true:204 (7.0%), false:2,711 (93.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 2,915/4,145,541 (0.1%) +Types: NoneType:2,915 +Null/Empty: null:2,915 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 2,915/4,145,541 (0.1%) +Types: NoneType:2,915 +Null/Empty: null:2,915 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 2,915/4,145,541 (0.1%) +Types: str:2,915 +String length avg: 51.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://drtattoff.com/start-the-new-year-with-a-cle...': 9 (0.3%) + 'http://www.hotemilycams.org': 8 (0.3%) + 'http://www.reddit.com/r/dogecoin': 7 (0.2%) + 'http://www.reddit.com/r/dogecoin/': 7 (0.2%) + 'http://reddit.com/r/dogecoin': 6 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 2,915/4,145,541 (0.1%) +Types: NoneType:2,915 +Null/Empty: null:2,915 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 2,915/4,145,541 (0.1%) +Types: bool:2,915 +Booleans: true:2,915 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 84/4,145,541 (0.0%) +Types: dict:84 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 84/4,145,541 (0.0%) +Types: str:84 +String length avg: 4.3 +Unique strings tracked: 4 +String values distribution: + 'self': 64 (76.2%) + 'link': 13 (15.5%) + 'image': 4 (4.8%) + 'rich:video': 3 (3.6%) + +================================================================================ + +================================================================================ +FILE: RS_2014-02.jsonl +Analysis Time: 2026-01-15 07:23:22 +================================================================================ +Total lines: 3,946,491 +Processed lines: 3,946,491 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,946,491/3,946,491 (100.0%) +Types: str:3,946,491 +String length avg: 67.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/nba/comments/1wosah/game_thread_memphis_grizzli...': 1 (0.0%) + '/r/relationships/comments/1wosai/my_25_m_girlfrien...': 1 (0.0%) + '/r/knoxvilleweather/comments/1wosaj/january_31_201...': 1 (0.0%) + '/r/mwo/comments/1wosak/mwo_underwater_locust/': 1 (0.0%) + '/r/hot_movies/comments/1wosan/ihavebeenwaitingfory...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,946,491/3,946,491 (100.0%) +Types: NoneType:3,553,603, str:392,888 +Null/Empty: null:3,553,603, empty_str:5,608 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'General': 434 (0.1%) + 'discussion': 161 (0.0%) + '6th Gen': 150 (0.0%) + 'Discussion': 108 (0.0%) + 'pc': 108 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,946,491/3,946,491 (100.0%) +Types: NoneType:3,546,708, dict:399,783 +Null/Empty: null:3,546,708 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,946,491/3,946,491 (100.0%) +Types: str:3,946,491 +Null/Empty: empty_str:2,641,580 +String length avg: 662.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'So! Hello Reddit! + +**This is a long read** + +Quit...': 2 (0.0%) + 'So I'm watching [Macklemore's Grammy acceptance sp...': 2 (0.0%) + '##General Information + +**TIME** |**MEDIA** ...': 1 (0.0%) + 'My girlfriend is great, I care the world about her...': 1 (0.0%) + 'The current weather information is: January 31, 20...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,946,491/3,946,491 (100.0%) +Types: int:3,946,491 +Numeric values: 3,946,491 total +Numeric range: min:1,441,891,093, max:1,443,168,503, avg:1441912825.0 +Numeric std dev: 14929.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 3,946,491/3,946,491 (100.0%) +Types: int:3,946,491 +Numeric values: 3,946,491 total +Numeric range: min:0, max:8,015, avg:27.8 +Numeric std dev: 171.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,946,491/3,946,491 (100.0%) +Types: dict:3,946,491 +Null/Empty: empty_obj:3,546,708 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,946,491/3,946,491 (100.0%) +Types: NoneType:3,340,732, str:605,759 +Null/Empty: null:3,340,732, empty_str:146,670 +String length avg: 20.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'WCG Admin': 20 (0.0%) + 'Top and Pool Contributor!': 6 (0.0%) + '15': 6 (0.0%) + 'poor shibe': 6 (0.0%) + 'verified': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,946,491/3,946,491 (100.0%) +Types: str:3,946,491 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1391213116': 7 (0.0%) + '1391213375': 7 (0.0%) + '1391213593': 7 (0.0%) + '1391212871': 6 (0.0%) + '1391212947': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 3,946,491/3,946,491 (100.0%) +Types: bool:3,946,491 +Booleans: true:751 (0.0%), false:3,945,740 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,946,491/3,946,491 (100.0%) +Types: str:3,946,491 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 318 (0.0%) + 'imgur.com': 254 (0.0%) + 'youtube.com': 171 (0.0%) + 'self.AskReddit': 95 (0.0%) + 'self.friendsafari': 48 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,946,491/3,946,491 (100.0%) +Types: NoneType:3,936,409, str:10,082 +Null/Empty: null:3,936,409 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 10,022 (99.4%) + 'admin': 34 (0.3%) + 'special': 26 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,946,491/3,946,491 (100.0%) +Types: str:3,946,491 +String length avg: 18.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,280 (0.0%) + 'self': 1,058 (0.0%) + 'nsfw': 246 (0.0%) + 'http://d.thumbs.redditmedia.com/Fcj_FzYBDQ8plE4-.j...': 6 (0.0%) + 'http://b.thumbs.redditmedia.com/TotXQ6hEjOXdAV0O.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 3,946,491/3,946,491 (100.0%) +Types: int:3,946,491 +Numeric values: 3,946,491 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,946,491 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,946,491/3,946,491 (100.0%) +Types: dict:3,946,491 +Null/Empty: empty_obj:3,646,164 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,946,491/3,946,491 (100.0%) +Types: str:3,946,491 +String length avg: 53.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '◄MWO - Underwater Locust': 2 (0.0%) + 'Massive Radiation Contamination of Japan with Radi...': 2 (0.0%) + 'better shut up': 2 (0.0%) + 'Hmmm...Do I sense a double standard?': 2 (0.0%) + 'An F35 and an F22 on a test flight over California...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 3,946,491/3,946,491 (100.0%) +Types: int:3,946,491 +Numeric values: 3,946,491 total +Numeric range: min:1,391,212,800, max:1,393,631,999, avg:1392436874.8 +Numeric std dev: 695476.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,946,491/3,946,491 (100.0%) +Types: NoneType:3,646,164, dict:300,327 +Null/Empty: null:3,646,164 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,946,491/3,946,491 (100.0%) +Types: str:3,946,491 +String length avg: 69.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.youtube.com/watch?v=OjL2TtJjJG4': 2 (0.0%) + 'http://www.youtube.com/watch?v=SLmcTO4WonM#t=25': 2 (0.0%) + 'http://socialclub.rockstargames.com/games/gtav/job...': 2 (0.0%) + 'http://imgur.com/A78vhxq': 2 (0.0%) + 'http://www.liverpoolfc.com/news/latest-news/154441...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,946,491/3,946,491 (100.0%) +Types: bool:3,946,491 +Booleans: true:0 (0.0%), false:3,946,491 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 3,946,491/3,946,491 (100.0%) +Types: bool:3,946,491 +Booleans: true:0 (0.0%), false:3,946,491 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,946,491/3,946,491 (100.0%) +Types: bool:3,747,536, int:198,955 +Booleans: true:0 (0.0%), false:3,747,536 (100.0%) +Numeric values: 198,955 total +Numeric range: min:1,391,213,086, max:1,441,877,819, avg:1392857477.6 +Numeric std dev: 3302516.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,946,491/3,946,491 (100.0%) +Types: int:3,946,491 +Numeric values: 3,946,491 total +Numeric range: min:0, max:8,015, avg:27.8 +Numeric std dev: 171.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,946,491/3,946,491 (100.0%) +Types: bool:3,946,491 +Booleans: true:293,074 (7.4%), false:3,653,417 (92.6%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 3,946,491/3,946,491 (100.0%) +Types: bool:3,946,491 +Booleans: true:0 (0.0%), false:3,946,491 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,946,491/3,946,491 (100.0%) +Types: int:3,946,491 +Numeric values: 3,946,491 total +Numeric range: min:0, max:25,112, avg:9.2 +Numeric std dev: 88.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,946,491/3,946,491 (100.0%) +Types: NoneType:3,343,966, str:602,525 +Null/Empty: null:3,343,966, empty_str:104,204 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 27 (0.0%) + 'number': 26 (0.0%) + '-': 20 (0.0%) + 'tier0': 11 (0.0%) + 'White': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,946,491/3,946,491 (100.0%) +Types: str:3,946,491 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1wosah': 1 (0.0%) + '1wosai': 1 (0.0%) + '1wosaj': 1 (0.0%) + '1wosak': 1 (0.0%) + '1wosan': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 3,946,491/3,946,491 (100.0%) +Types: bool:3,946,491 +Booleans: true:3,943,037 (99.9%), false:3,454 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,946,491/3,946,491 (100.0%) +Types: NoneType:3,540,303, str:406,188 +Null/Empty: null:3,540,303, empty_str:31,216 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'general': 924 (0.2%) + '6th': 274 (0.1%) + 'discussion': 254 (0.1%) + 'pc': 231 (0.1%) + 'serious': 201 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,946,491/3,946,491 (100.0%) +Types: int:3,946,491 +Numeric values: 3,946,491 total +Numeric range: min:0, max:2, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 3 +Numeric values distribution: + 0: 3,946,365 (100.0%) + 1: 125 (0.0%) + 2: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 3,946,491/3,946,491 (100.0%) +Types: str:3,946,491 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1wosah': 1 (0.0%) + 't3_1wosai': 1 (0.0%) + 't3_1wosaj': 1 (0.0%) + 't3_1wosak': 1 (0.0%) + 't3_1wosan': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,946,491/3,946,491 (100.0%) +Types: str:3,946,491 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 406 (0.0%) + 'louistoldmeto': 34 (0.0%) + 'Brett_Favre_4': 6 (0.0%) + 'WCG_Neon': 5 (0.0%) + 'heyheygimpy': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,946,491/3,946,491 (100.0%) +Types: bool:3,946,491 +Booleans: true:1,648,710 (41.8%), false:2,297,781 (58.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,943,211/3,946,491 (99.9%) +Types: str:3,943,211 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 89 (0.0%) + 'funny': 67 (0.0%) + 'AdviceAnimals': 51 (0.0%) + 'friendsafari': 43 (0.0%) + 'pics': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,943,211/3,946,491 (99.9%) +Types: str:3,943,211 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 89 (0.0%) + 't5_2qh33': 67 (0.0%) + 't5_2s7tt': 51 (0.0%) + 't5_2yt52': 43 (0.0%) + 't5_2qh0u': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 3,943,211/3,946,491 (99.9%) +Types: NoneType:3,943,211 +Null/Empty: null:3,943,211 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 3,943,211/3,946,491 (99.9%) +Types: NoneType:3,943,211 +Null/Empty: null:3,943,211 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 3,943,211/3,946,491 (99.9%) +Types: NoneType:3,943,211 +Null/Empty: null:3,943,211 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 3,280/3,946,491 (0.1%) +Types: NoneType:3,280 +Null/Empty: null:3,280 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 3,280/3,946,491 (0.1%) +Types: NoneType:3,280 +Null/Empty: null:3,280 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 3,280/3,946,491 (0.1%) +Types: str:3,280 +String length avg: 49.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.educalate.com': 8 (0.2%) + 'https://www.netcamps.com': 6 (0.2%) + 'http://bloomstoday.com/valentines-day-flowers?sour...': 5 (0.2%) + 'http://www.google.com': 5 (0.2%) + 'http://www.lulu.com?mid=~mdisplay~creddit~aheadera...': 5 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 3,280/3,946,491 (0.1%) +Types: NoneType:3,280 +Null/Empty: null:3,280 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 3,280/3,946,491 (0.1%) +Types: bool:3,280 +Booleans: true:3,280 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 3,280/3,946,491 (0.1%) +Types: NoneType:3,280 +Null/Empty: null:3,280 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 3,280/3,946,491 (0.1%) +Types: str:3,280 +Null/Empty: empty_str:3,280 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 3,280/3,946,491 (0.1%) +Types: bool:3,280 +Booleans: true:257 (7.8%), false:3,023 (92.2%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 3,280/3,946,491 (0.1%) +Types: NoneType:3,280 +Null/Empty: null:3,280 + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 79/3,946,491 (0.0%) +Types: dict:79 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 79/3,946,491 (0.0%) +Types: str:79 +String length avg: 4.3 +Unique strings tracked: 4 +String values distribution: + 'self': 61 (77.2%) + 'link': 8 (10.1%) + 'image': 8 (10.1%) + 'rich:video': 2 (2.5%) + +================================================================================ + +================================================================================ +FILE: RS_2014-03.jsonl +Analysis Time: 2026-01-15 07:27:15 +================================================================================ +Total lines: 4,209,109 +Processed lines: 4,209,109 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 4,209,109/4,209,109 (100.0%) +Types: str:4,209,109 +String length avg: 69.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://abcnews.go.com/US/wireStory/idaho-lawmakers...': 4 (0.0%) + 'http://blues.nhl.com/club/news.htm?id=706959': 4 (0.0%) + 'http://www.flickr.com/photos/wwwjwfrankcom/1281502...': 3 (0.0%) + 'https://twitter.com/BruinsDiehards/status/43955014...': 3 (0.0%) + 'http://9to5mac.com/2014/02/28/south-african-police...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 4,209,109/4,209,109 (100.0%) +Types: NoneType:3,892,381, dict:316,728 +Null/Empty: null:3,892,381 + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 4,209,109/4,209,109 (100.0%) +Types: int:4,209,109 +Numeric values: 4,209,109 total +Numeric range: min:1,393,632,000, max:1,396,313,999, avg:1394977586.2 +Numeric std dev: 774736.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 4,209,109/4,209,109 (100.0%) +Types: bool:4,209,109 +Booleans: true:0 (0.0%), false:4,209,109 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 4,209,109/4,209,109 (100.0%) +Types: int:4,209,109 +Numeric values: 4,209,109 total +Numeric range: min:0, max:38,154, avg:28.5 +Numeric std dev: 176.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 4,209,109/4,209,109 (100.0%) +Types: bool:4,003,121, int:205,988 +Booleans: true:0 (0.0%), false:4,003,121 (100.0%) +Numeric values: 205,988 total +Numeric range: min:1,393,632,221, max:1,441,736,360, avg:1395443050.6 +Numeric std dev: 3413343.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 4,209,109/4,209,109 (100.0%) +Types: bool:4,209,109 +Booleans: true:0 (0.0%), false:4,209,109 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 4,209,109/4,209,109 (100.0%) +Types: NoneType:3,560,611, str:648,498 +Null/Empty: null:3,560,611, empty_str:108,327 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 22 (0.0%) + 'number': 13 (0.0%) + 'xbox': 11 (0.0%) + 'Camera': 10 (0.0%) + 'blue': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 4,209,109/4,209,109 (100.0%) +Types: int:4,209,109 +Numeric values: 4,209,109 total +Numeric range: min:0, max:36,595, avg:9.5 +Numeric std dev: 89.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 4,209,109/4,209,109 (100.0%) +Types: bool:4,209,109 +Booleans: true:0 (0.0%), false:4,209,109 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 4,209,109/4,209,109 (100.0%) +Types: bool:4,209,109 +Booleans: true:315,291 (7.5%), false:3,893,818 (92.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 4,209,109/4,209,109 (100.0%) +Types: NoneType:3,765,857, str:443,252 +Null/Empty: null:3,765,857, empty_str:38,129 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'general': 448 (0.1%) + 'normal': 206 (0.1%) + 'discussion': 156 (0.0%) + 'official': 135 (0.0%) + 'pc': 132 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 4,209,109/4,209,109 (100.0%) +Types: str:4,209,109 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1z825v': 1 (0.0%) + 't3_1z825w': 1 (0.0%) + 't3_1z825x': 1 (0.0%) + 't3_1z825y': 1 (0.0%) + 't3_1z825z': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 4,209,109/4,209,109 (100.0%) +Types: int:4,209,109 +Numeric values: 4,209,109 total +Numeric range: min:0, max:9, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 9 +Numeric values distribution: + 0: 4,207,678 (100.0%) + 1: 1,357 (0.0%) + 2: 56 (0.0%) + 3: 7 (0.0%) + 4: 4 (0.0%) + 5: 3 (0.0%) + 6: 2 (0.0%) + 9: 1 (0.0%) + 7: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 4,209,109/4,209,109 (100.0%) +Types: bool:4,209,109 +Booleans: true:4,205,359 (99.9%), false:3,750 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 4,209,109/4,209,109 (100.0%) +Types: str:4,209,109 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1z825v': 1 (0.0%) + '1z825w': 1 (0.0%) + '1z825x': 1 (0.0%) + '1z825y': 1 (0.0%) + '1z825z': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 4,209,109/4,209,109 (100.0%) +Types: str:4,209,109 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 338 (0.0%) + 'louistoldmeto': 16 (0.0%) + 'rising_threads_bot': 8 (0.0%) + 'Abe-Shinzo': 7 (0.0%) + 'fringebot5001': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 4,209,109/4,209,109 (100.0%) +Types: bool:4,209,109 +Booleans: true:1,734,065 (41.2%), false:2,475,044 (58.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 4,209,109/4,209,109 (100.0%) +Types: NoneType:3,781,808, str:427,301 +Null/Empty: null:3,781,808, empty_str:5,839 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'General': 192 (0.0%) + 'Discussion': 97 (0.0%) + 'discussion': 97 (0.0%) + 'Question': 75 (0.0%) + '6th Gen': 59 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 4,209,109/4,209,109 (100.0%) +Types: str:4,209,109 +String length avg: 67.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Bitcoin/comments/1z825v/difficulty_is_nuts_what...': 1 (0.0%) + '/r/moviescirclejerk/comments/1z825w/im_a_huge_godz...': 1 (0.0%) + '/r/offbeat/comments/1z825x/the_luxury_of_heated_si...': 1 (0.0%) + '/r/hamsters/comments/1z825y/age/': 1 (0.0%) + '/r/Cartalk/comments/1z825z/alternator_or_battery/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 4,209,109/4,209,109 (100.0%) +Types: str:4,209,109 +Null/Empty: empty_str:2,826,558 +String length avg: 626.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'title': 2 (0.0%) + '[Verification Pic](http://i.imgur.com/rTf7zqY.jpg)...': 2 (0.0%) + '--- + +###[Stream Link](http://cytu.be/r/NXTWreddit)...': 2 (0.0%) + 'Hi Reddit! I know this is a stretch but I've seen ...': 2 (0.0%) + 'I know everything about kaijus and shit, I'm gonna...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 4,209,109/4,209,109 (100.0%) +Types: NoneType:3,786,047, dict:423,062 +Null/Empty: null:3,786,047 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 4,209,109/4,209,109 (100.0%) +Types: int:4,209,109 +Numeric values: 4,209,109 total +Numeric range: min:0, max:38,154, avg:28.5 +Numeric std dev: 176.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 4,209,109/4,209,109 (100.0%) +Types: int:4,209,109 +Numeric values: 4,209,109 total +Numeric range: min:1,441,600,090, max:1,443,168,495, avg:1441844730.4 +Numeric std dev: 81243.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 4,209,109/4,209,109 (100.0%) +Types: str:4,209,109 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1393632907': 7 (0.0%) + '1393632010': 6 (0.0%) + '1393632036': 6 (0.0%) + '1393632164': 6 (0.0%) + '1393632166': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 4,209,109/4,209,109 (100.0%) +Types: NoneType:3,557,007, str:652,102 +Null/Empty: null:3,557,007, empty_str:160,715 +String length avg: 20.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Mound Hunter': 18 (0.0%) + 'PC': 8 (0.0%) + 'Mod': 6 (0.0%) + '18': 5 (0.0%) + '17': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 4,209,109/4,209,109 (100.0%) +Types: dict:4,209,109 +Null/Empty: empty_obj:3,786,047 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 4,209,109/4,209,109 (100.0%) +Types: str:4,209,109 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 302 (0.0%) + 'imgur.com': 263 (0.0%) + 'youtube.com': 155 (0.0%) + 'self.AskReddit': 90 (0.0%) + 'reddit.com': 34 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 4,209,109/4,209,109 (100.0%) +Types: bool:4,209,109 +Booleans: true:912 (0.0%), false:4,208,197 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 4,209,109/4,209,109 (100.0%) +Types: int:4,209,109 +Numeric values: 4,209,109 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 4,209,109 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 4,209,109/4,209,109 (100.0%) +Types: str:4,209,108, NoneType:1 +Null/Empty: null:1 +String length avg: 18.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,254 (0.0%) + 'self': 1,013 (0.0%) + 'nsfw': 263 (0.0%) + 'http://d.thumbs.redditmedia.com/Y72Oj7s9gn84B3qE.j...': 6 (0.0%) + 'http://b.thumbs.redditmedia.com/1UUNSguzQlX4Q__m.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 4,209,109/4,209,109 (100.0%) +Types: NoneType:4,198,185, str:10,924 +Null/Empty: null:4,198,185 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 10,906 (99.8%) + 'admin': 16 (0.1%) + 'special': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 4,209,109/4,209,109 (100.0%) +Types: str:4,209,109 +String length avg: 53.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Idaho Lawmakers Poised to Vote on Guns on Campus': 4 (0.0%) + 'South African police take Oscar Pistorius’s iPhone...': 3 (0.0%) + 'In Texas, a New Law Lets Defendants Fight Bad Scie...': 2 (0.0%) + 'You spin me right round, like a record baby.': 2 (0.0%) + 'Space Battleship Yamato: Movie [Blu-ray] (2010)': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 4,209,109/4,209,109 (100.0%) +Types: dict:4,209,109 +Null/Empty: empty_obj:3,892,381 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 4,205,495/4,209,109 (99.9%) +Types: NoneType:4,205,495 +Null/Empty: null:4,205,495 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 4,205,495/4,209,109 (99.9%) +Types: str:4,205,495 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 80 (0.0%) + 't5_2s7tt': 61 (0.0%) + 't5_2qh33': 60 (0.0%) + 't5_2rfxx': 30 (0.0%) + 't5_2zswz': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 4,205,495/4,209,109 (99.9%) +Types: NoneType:4,205,495 +Null/Empty: null:4,205,495 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 4,205,495/4,209,109 (99.9%) +Types: NoneType:4,205,495 +Null/Empty: null:4,205,495 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 4,205,495/4,209,109 (99.9%) +Types: str:4,205,495 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 80 (0.0%) + 'AdviceAnimals': 61 (0.0%) + 'funny': 60 (0.0%) + 'leagueoflegends': 30 (0.0%) + 'CookingRecipesStuff': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 3,614/4,209,109 (0.1%) +Types: NoneType:3,614 +Null/Empty: null:3,614 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 3,614/4,209,109 (0.1%) +Types: str:3,614 +String length avg: 50.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.kickstarter.com/projects/ludicreations/...': 14 (0.4%) + 'http://www.gglip.com': 14 (0.4%) + 'http://chai-me.com': 13 (0.4%) + 'http://www.besthostnews.com/why-siteground-is-grea...': 10 (0.3%) + 'http://www.clarkmaurice.com': 6 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 3,614/4,209,109 (0.1%) +Types: bool:3,614 +Booleans: true:3,614 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 3,614/4,209,109 (0.1%) +Types: NoneType:3,614 +Null/Empty: null:3,614 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 3,614/4,209,109 (0.1%) +Types: NoneType:3,614 +Null/Empty: null:3,614 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 3,614/4,209,109 (0.1%) +Types: NoneType:3,614 +Null/Empty: null:3,614 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 3,614/4,209,109 (0.1%) +Types: bool:3,614 +Booleans: true:279 (7.7%), false:3,335 (92.3%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 3,614/4,209,109 (0.1%) +Types: str:3,614 +Null/Empty: empty_str:3,614 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 3,614/4,209,109 (0.1%) +Types: NoneType:3,614 +Null/Empty: null:3,614 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 71/4,209,109 (0.0%) +Types: str:71 +String length avg: 4.1 +Unique strings tracked: 3 +String values distribution: + 'self': 62 (87.3%) + 'link': 8 (11.3%) + 'rich:video': 1 (1.4%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 71/4,209,109 (0.0%) +Types: dict:71 + +================================================================================ + +================================================================================ +FILE: RS_2014-04.jsonl +Analysis Time: 2026-01-15 07:31:06 +================================================================================ +Total lines: 4,115,035 +Processed lines: 4,115,035 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 4,115,035/4,115,035 (100.0%) +Types: bool:4,115,035 +Booleans: true:0 (0.0%), false:4,115,035 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 4,115,035/4,115,035 (100.0%) +Types: int:4,115,035 +Numeric values: 4,115,035 total +Numeric range: min:1,396,314,001, max:1,398,905,999, avg:1397611260.1 +Numeric std dev: 754898.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 4,115,035/4,115,035 (100.0%) +Types: NoneType:3,803,917, dict:311,118 +Null/Empty: null:3,803,917 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 4,115,035/4,115,035 (100.0%) +Types: str:4,115,035 +String length avg: 69.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=9B7Kv9R7b3A&t=...': 4 (0.0%) + 'http://www.thedailybeast.com/articles/2014/03/28/r...': 3 (0.0%) + 'http://i.imgur.com/kdtXmZo.jpg': 3 (0.0%) + 'http://milfs.everydayhos.com/hot-milf-photos/gorge...': 3 (0.0%) + 'http://www.economist.com/blogs/americasview/2014/0...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 4,115,035/4,115,035 (100.0%) +Types: int:4,115,035 +Numeric values: 4,115,035 total +Numeric range: min:0, max:12,593, avg:28.6 +Numeric std dev: 177.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 4,115,035/4,115,035 (100.0%) +Types: bool:3,913,330, int:201,705 +Booleans: true:0 (0.0%), false:3,913,330 (100.0%) +Numeric values: 201,705 total +Numeric range: min:1,396,310,590, max:1,441,566,205, avg:1398023111.1 +Numeric std dev: 3051960.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 4,115,035/4,115,035 (100.0%) +Types: bool:4,115,035 +Booleans: true:0 (0.0%), false:4,115,035 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 4,115,035/4,115,035 (100.0%) +Types: int:4,115,035 +Numeric values: 4,115,035 total +Numeric range: min:0, max:9, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 6 +Numeric values distribution: + 0: 4,113,463 (100.0%) + 1: 1,486 (0.0%) + 2: 70 (0.0%) + 3: 11 (0.0%) + 4: 4 (0.0%) + 9: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 4,115,035/4,115,035 (100.0%) +Types: NoneType:3,680,508, str:434,527 +Null/Empty: null:3,680,508, empty_str:31,147 +String length avg: 6.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'general': 269 (0.1%) + 'normal': 194 (0.0%) + 'stream': 176 (0.0%) + 'discussion': 160 (0.0%) + 'pc': 134 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 4,115,035/4,115,035 (100.0%) +Types: str:4,115,035 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_21vj0o': 1 (0.0%) + 't3_21vj0p': 1 (0.0%) + 't3_21vj0q': 1 (0.0%) + 't3_21vj0r': 1 (0.0%) + 't3_21vj0s': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 4,115,035/4,115,035 (100.0%) +Types: str:4,115,035 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '21vj0o': 1 (0.0%) + '21vj0p': 1 (0.0%) + '21vj0q': 1 (0.0%) + '21vj0r': 1 (0.0%) + '21vj0s': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 4,115,035/4,115,035 (100.0%) +Types: bool:4,115,035 +Booleans: true:4,110,288 (99.9%), false:4,747 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 4,115,035/4,115,035 (100.0%) +Types: int:4,115,035 +Numeric values: 4,115,035 total +Numeric range: min:-1, max:27,181, avg:9.6 +Numeric std dev: 88.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 4,115,035/4,115,035 (100.0%) +Types: NoneType:3,460,581, str:654,454 +Null/Empty: null:3,460,581, empty_str:110,121 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 26 (0.0%) + 'White': 13 (0.0%) + 'Camera': 11 (0.0%) + 'pc': 11 (0.0%) + '00 team': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 4,115,035/4,115,035 (100.0%) +Types: bool:4,115,035 +Booleans: true:306,044 (7.4%), false:3,808,991 (92.6%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 4,115,035/4,115,035 (100.0%) +Types: bool:4,115,035 +Booleans: true:0 (0.0%), false:4,115,035 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 4,115,035/4,115,035 (100.0%) +Types: bool:4,115,035 +Booleans: true:1,717,990 (41.7%), false:2,397,045 (58.3%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 4,115,035/4,115,035 (100.0%) +Types: str:4,115,035 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 392 (0.0%) + 'ilguy4cpl': 23 (0.0%) + 'TwylaSohen': 12 (0.0%) + 'louistoldmeto': 10 (0.0%) + 'spitfire25565': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 4,115,035/4,115,035 (100.0%) +Types: NoneType:3,684,171, str:430,864 +Null/Empty: null:3,684,171, empty_str:5,759 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'General': 166 (0.0%) + 'Stream': 108 (0.0%) + 'Discussion': 87 (0.0%) + 'discussion': 76 (0.0%) + 'Question': 67 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 4,115,035/4,115,035 (100.0%) +Types: str:4,115,035 +String length avg: 67.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/AskReddit/comments/21vj0o/dead_people_of_reddit...': 1 (0.0%) + '/r/asoiaf/comments/21vj0p/spoilers_all_if_you_had_...': 1 (0.0%) + '/r/ThisBlewMyMind/comments/21vj0q/tbmm_sea_cucumbe...': 1 (0.0%) + '/r/hot_movies/comments/21vj0r/evacatswithsonny/': 1 (0.0%) + '/r/oculus/comments/21vj0s/its_a_big_deal/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 4,115,035/4,115,035 (100.0%) +Types: int:4,115,035 +Numeric values: 4,115,035 total +Numeric range: min:0, max:12,593, avg:28.6 +Numeric std dev: 177.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 4,115,035/4,115,035 (100.0%) +Types: int:4,115,035 +Numeric values: 4,115,035 total +Numeric range: min:1,441,556,721, max:1,443,168,480, avg:1441578785.1 +Numeric std dev: 27382.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 4,115,035/4,115,035 (100.0%) +Types: str:4,115,035 +Null/Empty: empty_str:2,761,368 +String length avg: 620.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'With the demise of the [Williams EJ-22](http://en....': 2 (0.0%) + 'X': 2 (0.0%) + 'I saw The Grand Budapest Hotel recently and absolu...': 2 (0.0%) + 'My fiancé (34) and I (27F) have been together for ...': 2 (0.0%) + '.': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 4,115,035/4,115,035 (100.0%) +Types: NoneType:3,700,386, dict:414,649 +Null/Empty: null:3,700,386 + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 4,115,035/4,115,035 (100.0%) +Types: bool:4,115,035 +Booleans: true:986 (0.0%), false:4,114,049 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 4,115,035/4,115,035 (100.0%) +Types: str:4,115,035 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 301 (0.0%) + 'i.imgur.com': 278 (0.0%) + 'youtube.com': 192 (0.0%) + 'self.AskReddit': 111 (0.0%) + 'reddit.com': 57 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 4,115,035/4,115,035 (100.0%) +Types: NoneType:3,448,756, str:666,279 +Null/Empty: null:3,448,756, empty_str:159,803 +String length avg: 20.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '15': 13 (0.0%) + 'Subreddit Creator': 13 (0.0%) + '16': 7 (0.0%) + '/r/PixelDungeon/wiki/index': 7 (0.0%) + 'Verified!': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 4,115,035/4,115,035 (100.0%) +Types: str:4,115,035 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1396310800': 8 (0.0%) + '1396311239': 8 (0.0%) + '1396310799': 7 (0.0%) + '1396310808': 7 (0.0%) + '1396310407': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 4,115,035/4,115,035 (100.0%) +Types: dict:4,115,035 +Null/Empty: empty_obj:3,700,386 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 4,115,035/4,115,035 (100.0%) +Types: dict:4,115,035 +Null/Empty: empty_obj:3,803,917 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 4,115,035/4,115,035 (100.0%) +Types: str:4,115,035 +String length avg: 53.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Republicans Begin Campaign For Next House Intel Ch...': 3 (0.0%) + 'An oil fund for Venezuela: What if they had saved ...': 3 (0.0%) + 'Arizona State Senator Blocks Funding for Long-Soug...': 3 (0.0%) + 'WATCH: Innocent girl gets taken down by Tucson Pol...': 2 (0.0%) + 'Do you like my perfectly round and perky titty? [f...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 4,115,035/4,115,035 (100.0%) +Types: str:4,115,035 +String length avg: 18.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,242 (0.0%) + 'self': 997 (0.0%) + 'nsfw': 290 (0.0%) + 'http://d.thumbs.redditmedia.com/Fcj_FzYBDQ8plE4-.j...': 5 (0.0%) + 'http://d.thumbs.redditmedia.com/-H1NWidGj1s-uoHW.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 4,115,035/4,115,035 (100.0%) +Types: int:4,115,035 +Numeric values: 4,115,035 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 4,115,035 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 4,115,035/4,115,035 (100.0%) +Types: NoneType:4,103,453, str:11,582 +Null/Empty: null:4,103,453 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 11,552 (99.7%) + 'admin': 28 (0.2%) + 'special': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 4,110,457/4,115,035 (99.9%) +Types: NoneType:4,110,457 +Null/Empty: null:4,110,457 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 4,110,457/4,115,035 (99.9%) +Types: str:4,110,457 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 88 (0.0%) + 't5_2s7tt': 59 (0.0%) + 't5_2qh33': 50 (0.0%) + 't5_2v7jt': 31 (0.0%) + 't5_2zswz': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 4,110,457/4,115,035 (99.9%) +Types: NoneType:4,110,457 +Null/Empty: null:4,110,457 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 4,110,457/4,115,035 (99.9%) +Types: NoneType:4,110,457 +Null/Empty: null:4,110,457 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 4,110,457/4,115,035 (99.9%) +Types: str:4,110,457 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 88 (0.0%) + 'AdviceAnimals': 59 (0.0%) + 'funny': 50 (0.0%) + 'NaughtyAlysha': 31 (0.0%) + 'CookingRecipesStuff': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,578/4,115,035 (0.1%) +Types: NoneType:4,578 +Null/Empty: null:4,578 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,578/4,115,035 (0.1%) +Types: str:4,578 +String length avg: 50.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=xwUC1Legy3M': 11 (0.2%) + 'http://google.com': 9 (0.2%) + 'http://reddit.com': 7 (0.2%) + 'https://www.4virtuals.com': 7 (0.2%) + 'http://sportsentertainmentfan.com/are-you-a-selfis...': 7 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,578/4,115,035 (0.1%) +Types: NoneType:4,578 +Null/Empty: null:4,578 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,578/4,115,035 (0.1%) +Types: bool:4,578 +Booleans: true:4,578 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,578/4,115,035 (0.1%) +Types: NoneType:4,578 +Null/Empty: null:4,578 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,578/4,115,035 (0.1%) +Types: bool:4,578 +Booleans: true:289 (6.3%), false:4,289 (93.7%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,578/4,115,035 (0.1%) +Types: NoneType:4,578 +Null/Empty: null:4,578 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,578/4,115,035 (0.1%) +Types: NoneType:4,578 +Null/Empty: null:4,578 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,578/4,115,035 (0.1%) +Types: str:4,578 +Null/Empty: empty_str:4,578 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 83/4,115,035 (0.0%) +Types: str:83 +String length avg: 4.0 +Unique strings tracked: 3 +String values distribution: + 'self': 76 (91.6%) + 'link': 5 (6.0%) + 'image': 2 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 83/4,115,035 (0.0%) +Types: dict:83 + +================================================================================ + +================================================================================ +FILE: RS_2014-05.jsonl +Analysis Time: 2026-01-15 07:35:00 +================================================================================ +Total lines: 4,162,070 +Processed lines: 4,162,070 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 4,162,070/4,162,070 (100.0%) +Types: str:4,162,070 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 375 (0.0%) + 'TwylaSohen': 9 (0.0%) + 'accountt1234': 8 (0.0%) + 'davidreiss666': 4 (0.0%) + 'AutoModerator': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 4,162,070/4,162,070 (100.0%) +Types: bool:4,162,070 +Booleans: true:1,765,461 (42.4%), false:2,396,609 (57.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 4,162,070/4,162,070 (100.0%) +Types: NoneType:3,497,514, str:664,556 +Null/Empty: null:3,497,514, empty_str:111,831 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 20 (0.0%) + 'BlondeBatch': 17 (0.0%) + 'Orange': 13 (0.0%) + 'i-gpcm-steam': 13 (0.0%) + '2': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 4,162,070/4,162,070 (100.0%) +Types: int:4,162,070 +Numeric values: 4,162,070 total +Numeric range: min:0, max:30,931, avg:9.6 +Numeric std dev: 87.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 4,162,070/4,162,070 (100.0%) +Types: bool:4,162,070 +Booleans: true:0 (0.0%), false:4,162,070 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 4,162,070/4,162,070 (100.0%) +Types: bool:4,162,070 +Booleans: true:313,658 (7.5%), false:3,848,412 (92.5%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 4,162,070/4,162,070 (100.0%) +Types: str:4,162,070 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_24ew4x': 1 (0.0%) + 't3_24ew4y': 1 (0.0%) + 't3_24ew50': 1 (0.0%) + 't3_24ew51': 1 (0.0%) + 't3_24ew52': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 4,162,070/4,162,070 (100.0%) +Types: NoneType:3,690,241, str:471,829 +Null/Empty: null:3,690,241, empty_str:35,949 +String length avg: 6.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'general': 232 (0.1%) + 'normal': 183 (0.0%) + 'discussion': 163 (0.0%) + 'e': 134 (0.0%) + 'question': 128 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 4,162,070/4,162,070 (100.0%) +Types: int:4,162,070 +Numeric values: 4,162,070 total +Numeric range: min:0, max:17, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 10 +Numeric values distribution: + 0: 4,160,191 (100.0%) + 1: 1,776 (0.0%) + 2: 72 (0.0%) + 3: 17 (0.0%) + 4: 8 (0.0%) + 7: 2 (0.0%) + 8: 1 (0.0%) + 12: 1 (0.0%) + 17: 1 (0.0%) + 6: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 4,162,070/4,162,070 (100.0%) +Types: str:4,162,070 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '24ew4x': 1 (0.0%) + '24ew4y': 1 (0.0%) + '24ew50': 1 (0.0%) + '24ew51': 1 (0.0%) + '24ew52': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 4,162,070/4,162,070 (100.0%) +Types: bool:4,162,070 +Booleans: true:4,157,707 (99.9%), false:4,363 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 4,162,070/4,162,070 (100.0%) +Types: bool:3,955,045, int:207,025 +Booleans: true:0 (0.0%), false:3,955,045 (100.0%) +Numeric values: 207,025 total +Numeric range: min:1,398,902,856, max:1,441,488,632, avg:1400648094.9 +Numeric std dev: 2918203.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 4,162,070/4,162,070 (100.0%) +Types: int:4,162,070 +Numeric values: 4,162,070 total +Numeric range: min:0, max:29,470, avg:28.4 +Numeric std dev: 177.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 4,162,070/4,162,070 (100.0%) +Types: bool:4,162,070 +Booleans: true:0 (0.0%), false:4,162,070 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 4,162,070/4,162,070 (100.0%) +Types: NoneType:3,840,616, dict:321,454 +Null/Empty: null:3,840,616 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 4,162,070/4,162,070 (100.0%) +Types: str:4,162,070 +String length avg: 70.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.zerohedge.com/news/2014-04-30/want-fix-...': 4 (0.0%) + 'http://i.imgur.com/15XTWaF.jpg': 4 (0.0%) + 'http://www.youtube.com/watch?v=Pz3xWoKUdO0&lis...': 2 (0.0%) + 'http://netofeverything.blogspot.com/2014/04/show-a...': 2 (0.0%) + 'http://i.imgur.com/JTsaXl0.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 4,162,070/4,162,070 (100.0%) +Types: int:4,162,070 +Numeric values: 4,162,070 total +Numeric range: min:1,398,906,000, max:1,401,584,399, avg:1400248020.3 +Numeric std dev: 772813.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 4,162,070/4,162,070 (100.0%) +Types: bool:4,162,070 +Booleans: true:0 (0.0%), false:4,162,070 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 4,162,070/4,162,070 (100.0%) +Types: int:4,162,070 +Numeric values: 4,162,070 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 4,162,070 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 4,162,070/4,162,070 (100.0%) +Types: str:4,162,070 +Null/Empty: empty_str:2 +String length avg: 18.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,111 (0.0%) + 'self': 1,018 (0.0%) + 'nsfw': 241 (0.0%) + 'http://c.thumbs.redditmedia.com/aaV_7APss2x5an_D.j...': 6 (0.0%) + 'http://c.thumbs.redditmedia.com/XmrOIZrF8DqzjOk8.j...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 4,162,070/4,162,070 (100.0%) +Types: NoneType:4,149,476, str:12,594 +Null/Empty: null:4,149,476 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 12,569 (99.8%) + 'admin': 24 (0.2%) + 'special': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 4,162,070/4,162,070 (100.0%) +Types: str:4,162,070 +String length avg: 53.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Want To Fix Income/Wealth Inequality? Here's How': 4 (0.0%) + 'Zafira and Mira Sunset': 4 (0.0%) + 'What Really Happened Radio Show: Michael Rivero We...': 2 (0.0%) + 'SHOW-AND-TELL Google+ LIVE Hangout! Wednesday nigh...': 2 (0.0%) + '[TUT] - Collapsing Floor - Point of no return!': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 4,162,070/4,162,070 (100.0%) +Types: dict:4,162,070 +Null/Empty: empty_obj:3,840,616 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 4,162,070/4,162,070 (100.0%) +Types: str:4,162,070 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1398902723': 7 (0.0%) + '1398902853': 7 (0.0%) + '1398903123': 7 (0.0%) + '1398903207': 7 (0.0%) + '1398903215': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 4,162,070/4,162,070 (100.0%) +Types: NoneType:3,492,349, str:669,721 +Null/Empty: null:3,492,349, empty_str:158,928 +String length avg: 20.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'BlondeBatch': 14 (0.0%) + 'One voice of many': 5 (0.0%) + '18': 5 (0.0%) + 'Moderator': 5 (0.0%) + 'Raptors': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 4,162,070/4,162,070 (100.0%) +Types: dict:4,162,070 +Null/Empty: empty_obj:3,735,525 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 4,162,070/4,162,070 (100.0%) +Types: str:4,162,070 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 317 (0.0%) + 'imgur.com': 236 (0.0%) + 'youtube.com': 171 (0.0%) + 'self.AskReddit': 84 (0.0%) + 'youtu.be': 32 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 4,162,070/4,162,070 (100.0%) +Types: bool:4,162,070 +Booleans: true:918 (0.0%), false:4,161,152 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 4,162,070/4,162,070 (100.0%) +Types: str:4,162,070 +Null/Empty: empty_str:2,776,117 +String length avg: 634.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'title': 2 (0.0%) + 'Just curious. ': 2 (0.0%) + 'Question - http://imgur.com/YiTEHPs +What do I have...': 2 (0.0%) + '^': 2 (0.0%) + 'Want to be held accountable by the community or ju...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 4,162,070/4,162,070 (100.0%) +Types: NoneType:3,735,525, dict:426,545 +Null/Empty: null:3,735,525 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 4,162,070/4,162,070 (100.0%) +Types: int:4,162,070 +Numeric values: 4,162,070 total +Numeric range: min:0, max:29,470, avg:28.4 +Numeric std dev: 177.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 4,162,070/4,162,070 (100.0%) +Types: int:4,162,070 +Numeric values: 4,162,070 total +Numeric range: min:1,441,331,598, max:1,443,168,454, avg:1441465585.8 +Numeric std dev: 101654.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 4,162,070/4,162,070 (100.0%) +Types: NoneType:3,697,993, str:464,077 +Null/Empty: null:3,697,993, empty_str:5,819 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'General': 130 (0.0%) + 'Discussion': 105 (0.0%) + 'Question': 70 (0.0%) + 'Stream': 58 (0.0%) + 'Video': 48 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 4,162,070/4,162,070 (100.0%) +Types: str:4,162,070 +String length avg: 66.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/AntiAntiJokes/comments/24ew4x/what_do_get_when_...': 1 (0.0%) + '/r/TheBluePill/comments/24ew4y/even_during_the_day...': 1 (0.0%) + '/r/mflb/comments/24ew50/i_just_ordered_my_mflb/': 1 (0.0%) + '/r/GameDeals/comments/24ew51/gamersgate_civilizati...': 1 (0.0%) + '/r/videos/comments/24ew52/samsung/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 4,157,840/4,162,070 (99.9%) +Types: NoneType:4,157,840 +Null/Empty: null:4,157,840 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 4,157,840/4,162,070 (99.9%) +Types: NoneType:4,157,840 +Null/Empty: null:4,157,840 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 4,157,840/4,162,070 (99.9%) +Types: str:4,157,840 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 71 (0.0%) + 't5_2qh33': 57 (0.0%) + 't5_2s7tt': 54 (0.0%) + 't5_2qh1e': 32 (0.0%) + 't5_2zswz': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 4,157,840/4,162,070 (99.9%) +Types: NoneType:4,157,840 +Null/Empty: null:4,157,840 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 4,157,840/4,162,070 (99.9%) +Types: str:4,157,840 +String length avg: 9.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 71 (0.0%) + 'funny': 57 (0.0%) + 'AdviceAnimals': 54 (0.0%) + 'videos': 32 (0.0%) + 'CookingRecipesStuff': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,230/4,162,070 (0.1%) +Types: NoneType:4,230 +Null/Empty: null:4,230 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,230/4,162,070 (0.1%) +Types: bool:4,230 +Booleans: true:4,230 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,230/4,162,070 (0.1%) +Types: NoneType:4,230 +Null/Empty: null:4,230 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,230/4,162,070 (0.1%) +Types: str:4,230 +String length avg: 54.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.google.com': 11 (0.3%) + 'http://www.2c2b.tv': 9 (0.2%) + 'http://lifetricks.com': 5 (0.1%) + 'http://www.usapalm.com': 4 (0.1%) + 'http://cheapestpaydayloans.net': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,230/4,162,070 (0.1%) +Types: NoneType:4,230 +Null/Empty: null:4,230 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,230/4,162,070 (0.1%) +Types: NoneType:4,230 +Null/Empty: null:4,230 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,230/4,162,070 (0.1%) +Types: str:4,230 +Null/Empty: empty_str:4,230 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,230/4,162,070 (0.1%) +Types: bool:4,230 +Booleans: true:297 (7.0%), false:3,933 (93.0%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,230/4,162,070 (0.1%) +Types: NoneType:4,230 +Null/Empty: null:4,230 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 91/4,162,070 (0.0%) +Types: str:91 +String length avg: 4.0 +Unique strings tracked: 3 +String values distribution: + 'self': 76 (83.5%) + 'link': 13 (14.3%) + 'image': 2 (2.2%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 91/4,162,070 (0.0%) +Types: dict:91 + +================================================================================ + +================================================================================ +FILE: RS_2014-06.jsonl +Analysis Time: 2026-01-15 07:38:49 +================================================================================ +Total lines: 4,092,661 +Processed lines: 4,092,661 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 4,092,661/4,092,661 (100.0%) +Types: bool:4,092,661 +Booleans: true:830 (0.0%), false:4,091,831 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 4,092,661/4,092,661 (100.0%) +Types: str:4,092,661 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 397 (0.0%) + 'imgur.com': 290 (0.0%) + 'youtube.com': 187 (0.0%) + 'self.AskReddit': 108 (0.0%) + 'youtu.be': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 4,092,661/4,092,661 (100.0%) +Types: dict:4,092,661 +Null/Empty: empty_obj:3,686,263 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 4,092,661/4,092,661 (100.0%) +Types: NoneType:3,425,193, str:667,468 +Null/Empty: null:3,425,193, empty_str:154,782 +String length avg: 21.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Mod/Watcher': 7 (0.0%) + 'Verified!': 5 (0.0%) + 'freezer-burn': 5 (0.0%) + '2015 WRB WRX Limited | 2007 WRB WRX Limited (sold)': 5 (0.0%) + 'BILLS': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 4,092,661/4,092,661 (100.0%) +Types: str:4,092,661 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1401581849': 7 (0.0%) + '1401580858': 6 (0.0%) + '1401581073': 6 (0.0%) + '1401581199': 6 (0.0%) + '1401581562': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 4,092,661/4,092,661 (100.0%) +Types: dict:4,092,661 +Null/Empty: empty_obj:3,785,256 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 4,092,661/4,092,661 (100.0%) +Types: str:4,092,661 +Null/Empty: empty_str:1 +String length avg: 52.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I'll just share my OS X Yosemite release anticipat...': 2 (0.0%) + 'Photo': 2 (0.0%) + 'Brazil': 2 (0.0%) + 'Lili Simmons': 2 (0.0%) + 'In the shower. Want to join?': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 4,092,661/4,092,661 (100.0%) +Types: NoneType:4,080,741, str:11,920 +Null/Empty: null:4,080,741 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 11,904 (99.9%) + 'admin': 15 (0.1%) + 'special': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 4,092,661/4,092,661 (100.0%) +Types: str:4,092,661 +String length avg: 18.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,585 (0.0%) + 'self': 1,093 (0.0%) + 'nsfw': 342 (0.0%) + 'http://c.thumbs.redditmedia.com/aaV_7APss2x5an_D.j...': 11 (0.0%) + 'http://f.thumbs.redditmedia.com/7dkCBRaCp3MC_mew.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 4,092,661/4,092,661 (100.0%) +Types: int:4,092,661 +Numeric values: 4,092,661 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 4,092,661 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 4,092,661/4,092,661 (100.0%) +Types: str:4,092,661 +String length avg: 66.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/relationships/comments/26zsd1/my_38_m_girlfrien...': 1 (0.0%) + '/r/PS3/comments/26zsd3/can_anyone_help_a_brotha_ou...': 1 (0.0%) + '/r/Guitar/comments/26zsd4/question_on_bending_stri...': 1 (0.0%) + '/r/hot_movies/comments/26zsd5/beautifulbrunettetor...': 1 (0.0%) + '/r/malehairadvice/comments/26zsd6/afro_faux_hawk_p...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 4,092,661/4,092,661 (100.0%) +Types: NoneType:3,607,888, str:484,773 +Null/Empty: null:3,607,888, empty_str:4,937 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'General': 137 (0.0%) + 'Discussion': 75 (0.0%) + 'Question': 69 (0.0%) + 'Stream': 67 (0.0%) + 'Summer': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 4,092,661/4,092,661 (100.0%) +Types: int:4,092,661 +Numeric values: 4,092,661 total +Numeric range: min:1,441,288,464, max:1,443,168,437, avg:1441310528.0 +Numeric std dev: 33666.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 4,092,661/4,092,661 (100.0%) +Types: int:4,092,661 +Numeric values: 4,092,661 total +Numeric range: min:0, max:13,736, avg:27.8 +Numeric std dev: 182.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 4,092,661/4,092,661 (100.0%) +Types: NoneType:3,686,263, dict:406,398 +Null/Empty: null:3,686,263 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 4,092,661/4,092,661 (100.0%) +Types: str:4,092,661 +Null/Empty: empty_str:2,712,981 +String length avg: 640.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'title': 2 (0.0%) + 'I was 1.5 kilograms ahead of schedule on my diet, ...': 2 (0.0%) + 'Hello! + +I'm a 19 year old from London and I would ...': 2 (0.0%) + 'Hey all! I'm moving across the country for a wonde...': 2 (0.0%) + '##CivBounty Links Below + +* Report: Click [here](ht...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 4,092,661/4,092,661 (100.0%) +Types: bool:4,092,661 +Booleans: true:4,088,657 (99.9%), false:4,004 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 4,092,661/4,092,661 (100.0%) +Types: str:4,092,661 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '26zsd1': 1 (0.0%) + '26zsd3': 1 (0.0%) + '26zsd4': 1 (0.0%) + '26zsd5': 1 (0.0%) + '26zsd6': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 4,092,661/4,092,661 (100.0%) +Types: int:4,092,661 +Numeric values: 4,092,661 total +Numeric range: min:0, max:70, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 4,090,782 (100.0%) + 1: 1,757 (0.0%) + 2: 81 (0.0%) + 3: 23 (0.0%) + 4: 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 4,092,661/4,092,661 (100.0%) +Types: str:4,092,661 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_26zsd1': 1 (0.0%) + 't3_26zsd3': 1 (0.0%) + 't3_26zsd4': 1 (0.0%) + 't3_26zsd5': 1 (0.0%) + 't3_26zsd6': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 4,092,661/4,092,661 (100.0%) +Types: NoneType:3,603,519, str:489,142 +Null/Empty: null:3,603,519, empty_str:37,615 +String length avg: 6.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'general': 278 (0.1%) + 'normal': 158 (0.0%) + 'discussion': 148 (0.0%) + 'stream': 135 (0.0%) + 'e': 120 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 4,092,661/4,092,661 (100.0%) +Types: bool:4,092,661 +Booleans: true:344,205 (8.4%), false:3,748,456 (91.6%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 4,092,661/4,092,661 (100.0%) +Types: bool:4,092,661 +Booleans: true:0 (0.0%), false:4,092,661 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 4,092,661/4,092,661 (100.0%) +Types: int:4,092,661 +Numeric values: 4,092,661 total +Numeric range: min:-1, max:146,676, avg:9.7 +Numeric std dev: 116.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 4,092,661/4,092,661 (100.0%) +Types: NoneType:3,435,311, str:657,350 +Null/Empty: null:3,435,311, empty_str:110,602 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 20 (0.0%) + 'Camera': 16 (0.0%) + '6': 13 (0.0%) + 'us': 13 (0.0%) + 'White': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 4,092,661/4,092,661 (100.0%) +Types: bool:4,092,661 +Booleans: true:1,760,475 (43.0%), false:2,332,186 (57.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 4,092,661/4,092,661 (100.0%) +Types: str:4,092,661 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 392 (0.0%) + 'louistoldmeto': 53 (0.0%) + 'havoc_bot': 9 (0.0%) + 'rotoreuters': 8 (0.0%) + 'AutoModerator': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 4,092,661/4,092,661 (100.0%) +Types: bool:4,092,661 +Booleans: true:0 (0.0%), false:4,092,661 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 4,092,661/4,092,661 (100.0%) +Types: int:4,092,661 +Numeric values: 4,092,661 total +Numeric range: min:1,401,584,400, max:1,404,176,399, avg:1402884430.7 +Numeric std dev: 747032.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 4,092,661/4,092,661 (100.0%) +Types: NoneType:3,785,256, dict:307,405 +Null/Empty: null:3,785,256 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 4,092,661/4,092,661 (100.0%) +Types: str:4,092,661 +String length avg: 70.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://imgur.com/a/PX5aC': 3 (0.0%) + 'http://imgur.com/qpbOUpb': 3 (0.0%) + 'https://www.behance.net/gallery/17322675/OS-X-Yose...': 2 (0.0%) + 'http://imgur.com/a/lfJTP#0': 2 (0.0%) + 'http://imgur.com/a/RUrSG': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 4,092,661/4,092,661 (100.0%) +Types: bool:4,092,661 +Booleans: true:0 (0.0%), false:4,092,661 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 4,092,661/4,092,661 (100.0%) +Types: int:4,092,661 +Numeric values: 4,092,661 total +Numeric range: min:0, max:13,736, avg:27.8 +Numeric std dev: 182.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 4,092,661/4,092,661 (100.0%) +Types: bool:3,887,067, int:205,594 +Booleans: true:0 (0.0%), false:3,887,067 (100.0%) +Numeric values: 205,594 total +Numeric range: min:1,401,581,061, max:1,441,251,708, avg:1403266629.4 +Numeric std dev: 2719951.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 4,088,823/4,092,661 (99.9%) +Types: str:4,088,823 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 83 (0.0%) + 'CookingRecipesStuff': 57 (0.0%) + 'funny': 44 (0.0%) + 'pics': 40 (0.0%) + 'leagueoflegends': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 4,088,823/4,092,661 (99.9%) +Types: NoneType:4,088,823 +Null/Empty: null:4,088,823 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 4,088,823/4,092,661 (99.9%) +Types: str:4,088,823 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 83 (0.0%) + 't5_2zswz': 57 (0.0%) + 't5_2qh33': 44 (0.0%) + 't5_2qh0u': 40 (0.0%) + 't5_2rfxx': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 4,088,823/4,092,661 (99.9%) +Types: NoneType:4,088,823 +Null/Empty: null:4,088,823 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 4,088,823/4,092,661 (99.9%) +Types: NoneType:4,088,823 +Null/Empty: null:4,088,823 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 3,838/4,092,661 (0.1%) +Types: str:3,838 +Null/Empty: empty_str:3,838 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 3,838/4,092,661 (0.1%) +Types: NoneType:3,838 +Null/Empty: null:3,838 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 3,838/4,092,661 (0.1%) +Types: NoneType:3,838 +Null/Empty: null:3,838 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 3,838/4,092,661 (0.1%) +Types: bool:3,838 +Booleans: true:196 (5.1%), false:3,642 (94.9%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 3,838/4,092,661 (0.1%) +Types: NoneType:3,838 +Null/Empty: null:3,838 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 3,838/4,092,661 (0.1%) +Types: NoneType:3,838 +Null/Empty: null:3,838 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 3,838/4,092,661 (0.1%) +Types: str:3,838 +String length avg: 54.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://ruthadiomande.com': 13 (0.3%) + 'https://www.healthstored.com': 8 (0.2%) + 'http://www.rasa.org.au/takecontrol': 7 (0.2%) + 'http://google.com': 6 (0.2%) + 'http://carnivoreclub.co': 6 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 3,838/4,092,661 (0.1%) +Types: NoneType:3,838 +Null/Empty: null:3,838 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 3,838/4,092,661 (0.1%) +Types: bool:3,838 +Booleans: true:3,838 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 102/4,092,661 (0.0%) +Types: dict:102 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 102/4,092,661 (0.0%) +Types: str:102 +String length avg: 4.0 +Unique strings tracked: 3 +String values distribution: + 'self': 97 (95.1%) + 'image': 3 (2.9%) + 'link': 2 (2.0%) + +================================================================================ + +================================================================================ +FILE: RS_2014-07.jsonl +Analysis Time: 2026-01-15 07:43:07 +================================================================================ +Total lines: 4,502,441 +Processed lines: 4,502,441 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 4,502,441/4,502,441 (100.0%) +Types: NoneType:3,872,114, str:630,327 +Null/Empty: null:3,872,114, empty_str:7,741 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'General': 129 (0.0%) + 'Question': 75 (0.0%) + 'Discussion': 74 (0.0%) + 'serious replies only': 52 (0.0%) + 'USD$': 45 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 4,502,441/4,502,441 (100.0%) +Types: str:4,502,441 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/UsenetInvites/comments/29ios5/w_dognzb_invite_p...': 1 (0.0%) + '/r/ImGoingToHellForThis/comments/29ios6/looks_like...': 1 (0.0%) + '/r/KimberlyLeon/comments/29ios7/download_moble_pho...': 1 (0.0%) + '/r/hearthstone/comments/29ios8/patch_fixing_the_cu...': 1 (0.0%) + '/r/friendsafari/comments/29ios9/looking_for_noibat...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 4,502,441/4,502,441 (100.0%) +Types: int:4,502,441 +Numeric values: 4,502,441 total +Numeric range: min:0, max:24,517, avg:26.7 +Numeric std dev: 180.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 4,502,441/4,502,441 (100.0%) +Types: int:4,502,441 +Numeric values: 4,502,441 total +Numeric range: min:1,441,241,315, max:1,443,168,411, avg:1441267537.1 +Numeric std dev: 72030.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 4,502,441/4,502,441 (100.0%) +Types: str:4,502,441 +Null/Empty: empty_str:2,975,484 +String length avg: 658.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'UNDER CO.': 11 (0.0%) + 'Thanks.': 2 (0.0%) + 'I work in a big corporate firm in Victoria and was...': 2 (0.0%) + 'http://theshl.b1.jcink.com/index.php I am Prikulis...': 2 (0.0%) + ':D': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 4,502,441/4,502,441 (100.0%) +Types: NoneType:4,057,825, dict:444,616 +Null/Empty: null:4,057,825 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 4,502,441/4,502,441 (100.0%) +Types: str:4,502,441 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 268 (0.0%) + 'youtube.com': 192 (0.0%) + 'imgur.com': 191 (0.0%) + 'self.AskReddit': 70 (0.0%) + 'reddit.com': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 4,502,441/4,502,441 (100.0%) +Types: bool:4,502,441 +Booleans: true:938 (0.0%), false:4,501,503 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 4,502,441/4,502,441 (100.0%) +Types: str:4,502,441 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1404172829': 9 (0.0%) + '1404173561': 9 (0.0%) + '1404173008': 7 (0.0%) + '1404173163': 7 (0.0%) + '1404173526': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 4,502,441/4,502,441 (100.0%) +Types: NoneType:3,715,038, str:787,403 +Null/Empty: null:3,715,038, empty_str:178,156 +String length avg: 21.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'One voice of many': 8 (0.0%) + 'Our Good Medicus': 8 (0.0%) + '17': 7 (0.0%) + 'Top & Pool Contributor!': 7 (0.0%) + 'Actually a time travelling slug named Rick.': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 4,502,441/4,502,441 (100.0%) +Types: dict:4,502,441 +Null/Empty: empty_obj:4,057,825 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 4,502,441/4,502,441 (100.0%) +Types: str:4,502,441 +String length avg: 54.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Intelligence Agencies Conducted Broad Sweep Of War...': 3 (0.0%) + 'Even if you say no, he's your master and it's your...': 2 (0.0%) + '"Laughs" on Fox looking for original content': 2 (0.0%) + 'Michael Jackson - Beat the land of YMCA (mashup) [...': 2 (0.0%) + 'http://www.johnkenneyislegit.moreforum.com/forums/...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 4,502,441/4,502,441 (100.0%) +Types: dict:4,502,441 +Null/Empty: empty_obj:4,169,855 + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 4,502,441/4,502,441 (100.0%) +Types: int:4,502,441 +Numeric values: 4,502,441 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 4,502,441 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 4,502,441/4,502,441 (100.0%) +Types: str:4,502,441 +String length avg: 18.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,174 (0.0%) + 'self': 1,108 (0.0%) + 'nsfw': 261 (0.0%) + 'http://b.thumbs.redditmedia.com/pTu2mua7xC_DHVlk.j...': 4 (0.0%) + 'http://a.thumbs.redditmedia.com/oz97Xv4PBzR1oJDF.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 4,502,441/4,502,441 (100.0%) +Types: NoneType:4,489,258, str:13,183 +Null/Empty: null:4,489,258 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 13,152 (99.8%) + 'admin': 30 (0.2%) + 'special': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 4,502,441/4,502,441 (100.0%) +Types: bool:4,502,441 +Booleans: true:0 (0.0%), false:4,502,441 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 4,502,441/4,502,441 (100.0%) +Types: str:4,502,441 +String length avg: 72.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.huffingtonpost.com/2014/06/30/warrantle...': 3 (0.0%) + 'http://i.imgur.com/HmiF1rT.jpg': 3 (0.0%) + 'http://38.media.tumblr.com/9f4363b82f45fbf14bf812a...': 2 (0.0%) + 'http://www.reddit.com/r/DotA2/comments/29ioua/dota...': 2 (0.0%) + 'https://www.youtube.com/watch?v=onBwTHpU1mk': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 4,502,441/4,502,441 (100.0%) +Types: NoneType:4,169,855, dict:332,586 +Null/Empty: null:4,169,855 + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 4,502,441/4,502,441 (100.0%) +Types: int:4,502,441 +Numeric values: 4,502,441 total +Numeric range: min:1,404,176,400, max:1,406,854,799, avg:1405549800.2 +Numeric std dev: 773033.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 4,502,441/4,502,441 (100.0%) +Types: int:4,502,441 +Numeric values: 4,502,441 total +Numeric range: min:0, max:24,517, avg:26.7 +Numeric std dev: 180.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 4,502,441/4,502,441 (100.0%) +Types: bool:4,269,270, int:233,171 +Booleans: true:0 (0.0%), false:4,269,270 (100.0%) +Numeric values: 233,171 total +Numeric range: min:1,404,173,140, max:1,442,281,234, avg:1405926538.4 +Numeric std dev: 2647036.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 4,502,441/4,502,441 (100.0%) +Types: bool:4,502,441 +Booleans: true:0 (0.0%), false:4,502,441 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 4,502,441/4,502,441 (100.0%) +Types: int:4,502,441 +Numeric values: 4,502,441 total +Numeric range: min:0, max:20, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 10 +Numeric values distribution: + 0: 4,500,011 (99.9%) + 1: 2,257 (0.1%) + 2: 123 (0.0%) + 3: 28 (0.0%) + 4: 14 (0.0%) + 5: 3 (0.0%) + 6: 2 (0.0%) + 20: 1 (0.0%) + 9: 1 (0.0%) + 19: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 4,502,441/4,502,441 (100.0%) +Types: str:4,502,441 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_29ios5': 1 (0.0%) + 't3_29ios6': 1 (0.0%) + 't3_29ios7': 1 (0.0%) + 't3_29ios8': 1 (0.0%) + 't3_29ios9': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 4,502,441/4,502,441 (100.0%) +Types: NoneType:3,867,973, str:634,468 +Null/Empty: null:3,867,973, empty_str:41,979 +String length avg: 6.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'general': 238 (0.0%) + 'discussion': 155 (0.0%) + 'question': 128 (0.0%) + 'one': 116 (0.0%) + 'media': 106 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 4,502,441/4,502,441 (100.0%) +Types: bool:4,502,441 +Booleans: true:4,497,820 (99.9%), false:4,621 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 4,502,441/4,502,441 (100.0%) +Types: str:4,502,441 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '29ios5': 1 (0.0%) + '29ios6': 1 (0.0%) + '29ios7': 1 (0.0%) + '29ios8': 1 (0.0%) + '29ios9': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 4,502,441/4,502,441 (100.0%) +Types: int:4,502,441 +Numeric values: 4,502,441 total +Numeric range: min:-3, max:43,270, avg:9.8 +Numeric std dev: 94.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 4,502,441/4,502,441 (100.0%) +Types: NoneType:3,730,758, str:771,683 +Null/Empty: null:3,730,758, empty_str:120,717 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 24 (0.0%) + 'tier0': 13 (0.0%) + 'Camera': 11 (0.0%) + 'White': 11 (0.0%) + 'pennant teamc9': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 4,502,441/4,502,441 (100.0%) +Types: bool:4,502,441 +Booleans: true:0 (0.0%), false:4,502,441 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 4,502,441/4,502,441 (100.0%) +Types: bool:4,502,441 +Booleans: true:343,361 (7.6%), false:4,159,080 (92.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 4,502,441/4,502,441 (100.0%) +Types: bool:4,502,441 +Booleans: true:1,954,958 (43.4%), false:2,547,483 (56.6%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 4,502,441/4,502,441 (100.0%) +Types: str:4,502,441 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 356 (0.0%) + 'louistoldmeto': 29 (0.0%) + 'rotoreuters': 11 (0.0%) + 'TargetPlayerProgram': 10 (0.0%) + 'Blankman87': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 4,498,020/4,502,441 (99.9%) +Types: str:4,498,020 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 59 (0.0%) + 'CookingRecipesStuff': 35 (0.0%) + 'funny': 31 (0.0%) + 'pics': 31 (0.0%) + 'friendsafari': 28 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 4,498,020/4,502,441 (99.9%) +Types: NoneType:4,498,020 +Null/Empty: null:4,498,020 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 4,498,020/4,502,441 (99.9%) +Types: str:4,498,020 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 59 (0.0%) + 't5_2zswz': 35 (0.0%) + 't5_2qh33': 31 (0.0%) + 't5_2qh0u': 31 (0.0%) + 't5_2yt52': 28 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 4,498,020/4,502,441 (99.9%) +Types: NoneType:4,498,020 +Null/Empty: null:4,498,020 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 4,498,020/4,502,441 (99.9%) +Types: NoneType:4,498,020 +Null/Empty: null:4,498,020 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,421/4,502,441 (0.1%) +Types: NoneType:4,421 +Null/Empty: null:4,421 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,421/4,502,441 (0.1%) +Types: bool:4,421 +Booleans: true:4,421 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,421/4,502,441 (0.1%) +Types: NoneType:4,421 +Null/Empty: null:4,421 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,421/4,502,441 (0.1%) +Types: str:4,421 +String length avg: 55.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.instamour.com/': 7 (0.2%) + 'http://www.amazon.com/dp/B00LDE5ZFC#': 7 (0.2%) + 'http://www.google.com': 5 (0.1%) + 'http://www.v-ecigs.com': 5 (0.1%) + 'http://google.com': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,421/4,502,441 (0.1%) +Types: NoneType:4,421 +Null/Empty: null:4,421 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,421/4,502,441 (0.1%) +Types: bool:4,421 +Booleans: true:429 (9.7%), false:3,992 (90.3%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,421/4,502,441 (0.1%) +Types: NoneType:4,421 +Null/Empty: null:4,421 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,421/4,502,441 (0.1%) +Types: NoneType:4,421 +Null/Empty: null:4,421 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,421/4,502,441 (0.1%) +Types: str:4,421 +Null/Empty: empty_str:4,421 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 185/4,502,441 (0.0%) +Types: str:185 +String length avg: 4.0 +Unique strings tracked: 4 +String values distribution: + 'self': 177 (95.7%) + 'link': 4 (2.2%) + 'image': 3 (1.6%) + 'rich:video': 1 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 185/4,502,441 (0.0%) +Types: dict:185 + +================================================================================ + +================================================================================ +FILE: RS_2014-08.jsonl +Analysis Time: 2026-01-15 07:47:29 +================================================================================ +Total lines: 4,596,551 +Processed lines: 4,596,551 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 4,596,551/4,596,551 (100.0%) +Types: int:4,596,551 +Numeric values: 4,596,551 total +Numeric range: min:1,441,192,829, max:1,443,168,282, avg:1441217680.3 +Numeric std dev: 38559.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 4,596,551/4,596,551 (100.0%) +Types: int:4,596,551 +Numeric values: 4,596,551 total +Numeric range: min:0, max:15,139, avg:27.0 +Numeric std dev: 184.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 4,596,551/4,596,551 (100.0%) +Types: NoneType:4,144,931, dict:451,620 +Null/Empty: null:4,144,931 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 4,596,551/4,596,551 (100.0%) +Types: str:4,596,551 +Null/Empty: empty_str:3,065,079 +String length avg: 663.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Title.': 2 (0.0%) + 'Link to add me [http://steamcommunity.com/id/atoml...': 2 (0.0%) + '| steamname: Captain + +| steamID32: STEAM_0:0:3...': 1 (0.0%) + 'Anyone with this problem? I have bugbash 1j 25 Jun...': 1 (0.0%) + 'The problem I've seen with most of the recipes I'v...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 4,596,551/4,596,551 (100.0%) +Types: str:4,596,551 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/atheism/comments/2cafgn/i_am_euphoric/': 1 (0.0%) + '/r/sgsflair/comments/2cafgo/flair_profile_ucaptain...': 1 (0.0%) + '/r/prisonarchitect/comments/2cafgp/my_game_doesnt_...': 1 (0.0%) + '/r/AskWomen/comments/2cafgq/my_parents_gave_a_croc...': 1 (0.0%) + '/r/r4r/comments/2cafgr/27_m4f_baltimore_for_taking...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 4,596,551/4,596,551 (100.0%) +Types: NoneType:3,949,949, str:646,602 +Null/Empty: null:3,949,949, empty_str:6,299 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'General': 88 (0.0%) + 'Question': 69 (0.0%) + 'serious replies only': 68 (0.0%) + 'Discussion': 65 (0.0%) + 'Stream': 37 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 4,596,551/4,596,551 (100.0%) +Types: str:4,596,551 +String length avg: 53.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Destroy the Negaverse with cosmic... gift power? J...': 3 (0.0%) + 'RWBY Volume 2: Chapter 1 "Best Day Ever"': 2 (0.0%) + 'Two for one': 2 (0.0%) + 'Why do men successfully commit suicide more often ...': 2 (0.0%) + 'Cher - If I Could Turn Back Time': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 4,596,551/4,596,551 (100.0%) +Types: dict:4,596,551 +Null/Empty: empty_obj:4,257,600 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 4,596,551/4,596,551 (100.0%) +Types: NoneType:4,582,893, str:13,658 +Null/Empty: null:4,582,893 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 13,620 (99.7%) + 'admin': 37 (0.3%) + 'special': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 4,596,551/4,596,551 (100.0%) +Types: int:4,596,551 +Numeric values: 4,596,551 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 4,596,551 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 4,596,551/4,596,551 (100.0%) +Types: str:4,596,550, NoneType:1 +Null/Empty: null:1 +String length avg: 20.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,413 (0.0%) + 'self': 1,297 (0.0%) + 'nsfw': 311 (0.0%) + 'http://b.thumbs.redditmedia.com/Fcj_FzYBDQ8plE4-.j...': 9 (0.0%) + 'http://a.thumbs.redditmedia.com/32CuNx7tUusElx1x.j...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 4,596,551/4,596,551 (100.0%) +Types: str:4,596,551 +String length avg: 14.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 292 (0.0%) + 'imgur.com': 204 (0.0%) + 'youtube.com': 164 (0.0%) + 'self.AskReddit': 77 (0.0%) + 'self.leagueoflegends': 43 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 4,596,551/4,596,551 (100.0%) +Types: bool:4,596,551 +Booleans: true:902 (0.0%), false:4,595,649 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 4,596,551/4,596,551 (100.0%) +Types: dict:4,596,551 +Null/Empty: empty_obj:4,144,931 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 4,596,551/4,596,551 (100.0%) +Types: str:4,596,551 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1406851781': 10 (0.0%) + '1406851486': 8 (0.0%) + '1406852270': 8 (0.0%) + '1406851202': 7 (0.0%) + '1406851529': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 4,596,551/4,596,551 (100.0%) +Types: NoneType:3,813,712, str:782,839 +Null/Empty: null:3,813,712, empty_str:176,805 +String length avg: 21.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified HW': 9 (0.0%) + '1': 7 (0.0%) + 'ICH GCP': 6 (0.0%) + 'Hijacked account': 5 (0.0%) + 'Moderator': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 4,596,551/4,596,551 (100.0%) +Types: bool:4,596,551 +Booleans: true:0 (0.0%), false:4,596,551 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 4,596,551/4,596,551 (100.0%) +Types: int:4,596,551 +Numeric values: 4,596,551 total +Numeric range: min:0, max:15,139, avg:27.0 +Numeric std dev: 184.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 4,596,551/4,596,551 (100.0%) +Types: bool:4,360,713, int:235,838 +Booleans: true:0 (0.0%), false:4,360,713 (100.0%) +Numeric values: 235,838 total +Numeric range: min:1,406,851,499, max:1,441,229,562, avg:1408547179.6 +Numeric std dev: 2522081.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 4,596,551/4,596,551 (100.0%) +Types: bool:4,596,551 +Booleans: true:0 (0.0%), false:4,596,551 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 4,596,551/4,596,551 (100.0%) +Types: str:4,596,551 +String length avg: 72.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://imgur.com/a/iFbeV': 3 (0.0%) + 'http://imgur.com/oRUQOkv.jpg': 3 (0.0%) + 'http://takingnote.blogs.nytimes.com/2014/07/31/the...': 2 (0.0%) + 'http://www.youtube.com/watch?v=PzPZ6joXq5Y&fea...': 2 (0.0%) + 'http://imgur.com/a/k6KaB': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 4,596,551/4,596,551 (100.0%) +Types: NoneType:4,257,600, dict:338,951 +Null/Empty: null:4,257,600 + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 4,596,551/4,596,551 (100.0%) +Types: int:4,596,551 +Numeric values: 4,596,551 total +Numeric range: min:1,406,854,800, max:1,409,533,199, avg:1408193874.7 +Numeric std dev: 765428.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 4,596,551/4,596,551 (100.0%) +Types: bool:4,596,551 +Booleans: true:1,976,309 (43.0%), false:2,620,242 (57.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 4,596,551/4,596,551 (100.0%) +Types: str:4,596,551 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 347 (0.0%) + 'louistoldmeto': 29 (0.0%) + 'Ultramat2m': 17 (0.0%) + 'Removal_Rover': 10 (0.0%) + 'European88': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 4,596,551/4,596,551 (100.0%) +Types: bool:4,596,551 +Booleans: true:4,591,654 (99.9%), false:4,897 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 4,596,551/4,596,551 (100.0%) +Types: str:4,596,551 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2cafgn': 1 (0.0%) + '2cafgo': 1 (0.0%) + '2cafgp': 1 (0.0%) + '2cafgq': 1 (0.0%) + '2cafgr': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 4,596,551/4,596,551 (100.0%) +Types: NoneType:3,938,698, str:657,853 +Null/Empty: null:3,938,698, empty_str:44,989 +String length avg: 6.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 257 (0.0%) + 'removed': 252 (0.0%) + 'general': 177 (0.0%) + 'discussion': 169 (0.0%) + 'serious': 156 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 4,596,551/4,596,551 (100.0%) +Types: str:4,596,551 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_2cafgn': 1 (0.0%) + 't3_2cafgo': 1 (0.0%) + 't3_2cafgp': 1 (0.0%) + 't3_2cafgq': 1 (0.0%) + 't3_2cafgr': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 4,596,551/4,596,551 (100.0%) +Types: int:4,596,551 +Numeric values: 4,596,551 total +Numeric range: min:0, max:31, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 11 +Top 5 numeric values: + 0: 4,593,890 (99.9%) + 1: 2,480 (0.1%) + 2: 129 (0.0%) + 3: 30 (0.0%) + 4: 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 4,596,551/4,596,551 (100.0%) +Types: bool:4,596,551 +Booleans: true:0 (0.0%), false:4,596,551 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 4,596,551/4,596,551 (100.0%) +Types: bool:4,596,551 +Booleans: true:361,329 (7.9%), false:4,235,222 (92.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 4,596,551/4,596,551 (100.0%) +Types: int:4,596,551 +Numeric values: 4,596,551 total +Numeric range: min:-2, max:35,274, avg:9.6 +Numeric std dev: 89.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 4,596,551/4,596,551 (100.0%) +Types: NoneType:3,832,647, str:763,904 +Null/Empty: null:3,832,647, empty_str:118,035 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 19 (0.0%) + 'tier0': 10 (0.0%) + 'Vefified Hotwife': 10 (0.0%) + 'Camera': 9 (0.0%) + 'White': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 4,591,846/4,596,551 (99.9%) +Types: str:4,591,846 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 60 (0.0%) + 'leagueoflegends': 44 (0.0%) + 'funny': 31 (0.0%) + 'CookingRecipesStuff': 29 (0.0%) + 'pics': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 4,591,846/4,596,551 (99.9%) +Types: NoneType:4,591,846 +Null/Empty: null:4,591,846 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 4,591,846/4,596,551 (99.9%) +Types: str:4,591,846 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 60 (0.0%) + 't5_2rfxx': 44 (0.0%) + 't5_2qh33': 31 (0.0%) + 't5_2zswz': 29 (0.0%) + 't5_2qh0u': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 4,591,846/4,596,551 (99.9%) +Types: NoneType:4,591,846 +Null/Empty: null:4,591,846 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 4,591,846/4,596,551 (99.9%) +Types: NoneType:4,591,846 +Null/Empty: null:4,591,846 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,705/4,596,551 (0.1%) +Types: NoneType:4,705 +Null/Empty: null:4,705 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,705/4,596,551 (0.1%) +Types: bool:4,705 +Booleans: true:4,705 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,705/4,596,551 (0.1%) +Types: NoneType:4,705 +Null/Empty: null:4,705 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,705/4,596,551 (0.1%) +Types: str:4,705 +String length avg: 54.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.amazon.com/Cost-Living-Diabolical-Russe...': 7 (0.1%) + 'http://test': 6 (0.1%) + 'http://reddit.com': 6 (0.1%) + 'http://google.com': 4 (0.1%) + 'http://example.com': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,705/4,596,551 (0.1%) +Types: NoneType:4,705 +Null/Empty: null:4,705 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,705/4,596,551 (0.1%) +Types: NoneType:4,705 +Null/Empty: null:4,705 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,705/4,596,551 (0.1%) +Types: str:4,705 +Null/Empty: empty_str:4,705 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,705/4,596,551 (0.1%) +Types: bool:4,705 +Booleans: true:286 (6.1%), false:4,419 (93.9%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,705/4,596,551 (0.1%) +Types: NoneType:4,705 +Null/Empty: null:4,705 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 224/4,596,551 (0.0%) +Types: str:224 +String length avg: 4.1 +Unique strings tracked: 4 +String values distribution: + 'self': 201 (89.7%) + 'link': 15 (6.7%) + 'image': 7 (3.1%) + 'rich:video': 1 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 224/4,596,551 (0.0%) +Types: dict:224 + +================================================================================ + +================================================================================ +FILE: RS_2014-09.jsonl +Analysis Time: 2026-01-15 07:51:54 +================================================================================ +Total lines: 4,567,136 +Processed lines: 4,567,136 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 4,567,136/4,567,136 (100.0%) +Types: int:4,567,136 +Numeric values: 4,567,136 total +Numeric range: min:0, max:22, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 4,564,441 (99.9%) + 1: 2,492 (0.1%) + 2: 131 (0.0%) + 3: 44 (0.0%) + 4: 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 4,567,136/4,567,136 (100.0%) +Types: str:4,567,136 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_2f4i96': 1 (0.0%) + 't3_2f4i97': 1 (0.0%) + 't3_2f4i98': 1 (0.0%) + 't3_2f4i99': 1 (0.0%) + 't3_2f4i9a': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 4,567,136/4,567,136 (100.0%) +Types: NoneType:3,881,460, str:685,676 +Null/Empty: null:3,881,460, empty_str:40,120 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 292 (0.0%) + 'removed': 239 (0.0%) + 'general': 223 (0.0%) + 'discussion': 175 (0.0%) + 'serious': 134 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 4,567,136/4,567,136 (100.0%) +Types: str:4,567,136 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2f4i96': 1 (0.0%) + '2f4i97': 1 (0.0%) + '2f4i98': 1 (0.0%) + '2f4i99': 1 (0.0%) + '2f4i9a': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 4,567,136/4,567,136 (100.0%) +Types: bool:4,567,136 +Booleans: true:4,562,275 (99.9%), false:4,861 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 4,567,136/4,567,136 (100.0%) +Types: int:4,567,136 +Numeric values: 4,567,136 total +Numeric range: min:-41, max:31,062, avg:9.3 +Numeric std dev: 88.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 4,567,136/4,567,136 (100.0%) +Types: NoneType:3,822,324, str:744,812 +Null/Empty: null:3,822,324, empty_str:111,311 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ideology-flair': 97 (0.0%) + 'default': 25 (0.0%) + 'Camera': 13 (0.0%) + 'tier0': 12 (0.0%) + 'i-gpcm': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 4,567,136/4,567,136 (100.0%) +Types: bool:4,567,136 +Booleans: true:0 (0.0%), false:4,567,136 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 4,567,136/4,567,136 (100.0%) +Types: bool:4,567,136 +Booleans: true:343,909 (7.5%), false:4,223,227 (92.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 4,567,136/4,567,136 (100.0%) +Types: bool:4,567,136 +Booleans: true:2,006,762 (43.9%), false:2,560,374 (56.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 4,567,136/4,567,136 (100.0%) +Types: str:4,567,136 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 400 (0.0%) + 'louistoldmeto': 13 (0.0%) + 'raddit-bot': 11 (0.0%) + 'AutoModerator': 11 (0.0%) + 'apkdownload': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 4,567,136/4,567,136 (100.0%) +Types: bool:4,567,136 +Booleans: true:0 (0.0%), false:4,567,136 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 4,567,136/4,567,136 (100.0%) +Types: NoneType:4,242,762, dict:324,374 +Null/Empty: null:4,242,762 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 4,567,136/4,567,136 (100.0%) +Types: str:4,567,136 +String length avg: 73.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://fifadeals.com/out-the-window/': 6 (0.0%) + 'https://twitter.com/davidsheen/status/344178649446...': 3 (0.0%) + 'http://www.nymeta.co/15-year-old-swatted-gamer-con...': 2 (0.0%) + 'https://twitter.com/Mr_KevinJones/status/506225638...': 2 (0.0%) + 'http://news.sky.com/story/1326157/teenager-convict...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 4,567,136/4,567,136 (100.0%) +Types: int:4,567,136 +Numeric values: 4,567,136 total +Numeric range: min:1,409,533,200, max:1,412,125,199, avg:1410840774.5 +Numeric std dev: 746276.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 4,567,136/4,567,136 (100.0%) +Types: int:4,567,136 +Numeric values: 4,567,136 total +Numeric range: min:0, max:16,826, avg:26.5 +Numeric std dev: 184.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 4,567,136/4,567,136 (100.0%) +Types: bool:4,338,064, int:229,072 +Booleans: true:0 (0.0%), false:4,338,064 (100.0%) +Numeric values: 229,072 total +Numeric range: min:1,409,529,862, max:1,441,179,994, avg:1411175245.9 +Numeric std dev: 2321003.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 4,567,136/4,567,136 (100.0%) +Types: bool:4,567,136 +Booleans: true:0 (0.0%), false:4,567,136 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 4,567,136/4,567,136 (100.0%) +Types: str:4,567,136 +String length avg: 14.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 344 (0.0%) + 'imgur.com': 222 (0.0%) + 'youtube.com': 180 (0.0%) + 'self.AskReddit': 89 (0.0%) + 'self.leagueoflegends': 60 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 4,567,136/4,567,136 (100.0%) +Types: bool:4,567,136 +Booleans: true:805 (0.0%), false:4,566,331 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 4,567,136/4,567,136 (100.0%) +Types: str:4,567,136 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1409529603': 6 (0.0%) + '1409529640': 6 (0.0%) + '1409529656': 6 (0.0%) + '1409529756': 6 (0.0%) + '1409529926': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 4,567,136/4,567,136 (100.0%) +Types: NoneType:3,805,694, str:761,442 +Null/Empty: null:3,805,694, empty_str:185,467 +String length avg: 21.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'this machine kills fascists': 91 (0.0%) + 'verified': 6 (0.0%) + 'Need more DOT3': 5 (0.0%) + 'Griz': 5 (0.0%) + 'PC': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 4,567,136/4,567,136 (100.0%) +Types: dict:4,567,136 +Null/Empty: empty_obj:4,141,830 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 4,567,136/4,567,136 (100.0%) +Types: str:4,567,136 +String length avg: 53.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Out the window': 6 (0.0%) + 'Golda Meir preserved this letter: "Keep all blacks...': 3 (0.0%) + 'Waiting To Soar': 2 (0.0%) + 'All things that do not please god': 2 (0.0%) + 'Rebecca Kaplan Saved The Oakland As For Oakland Sh...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 4,567,136/4,567,136 (100.0%) +Types: dict:4,567,136 +Null/Empty: empty_obj:4,242,762 + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 4,567,136/4,567,136 (100.0%) +Types: int:4,567,136 +Numeric values: 4,567,136 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 4,567,136 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 4,567,136/4,567,136 (100.0%) +Types: str:4,567,136 +String length avg: 25.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,384 (0.0%) + 'self': 1,147 (0.0%) + 'nsfw': 410 (0.0%) + 'http://a.thumbs.redditmedia.com/oKy0oZuwvCk5VW3yx-...': 4 (0.0%) + 'http://b.thumbs.redditmedia.com/LnQa60JIWRtR-WsN1E...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 4,567,136/4,567,136 (100.0%) +Types: NoneType:4,549,650, str:17,486 +Null/Empty: null:4,549,650 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 17,444 (99.8%) + 'admin': 37 (0.2%) + 'special': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 4,567,136/4,567,136 (100.0%) +Types: NoneType:3,898,125, str:669,011 +Null/Empty: null:3,898,125, empty_str:4,050 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'General': 107 (0.0%) + 'Discussion': 76 (0.0%) + 'serious replies only': 65 (0.0%) + 'Question': 62 (0.0%) + 'USD$': 32 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 4,567,136/4,567,136 (100.0%) +Types: str:4,567,136 +String length avg: 67.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/CookingRecipesStuff/comments/2f4i96/jewish_reci...': 1 (0.0%) + '/r/BostInno/comments/2f4i97/boston_globe_shots_fir...': 1 (0.0%) + '/r/Fitness/comments/2f4i98/does_anybody_else_drink...': 1 (0.0%) + '/r/CookingRecipesStuff/comments/2f4i99/nutrifit_cl...': 1 (0.0%) + '/r/NewSubs/comments/2f4i9a/casa_court_appointed_sp...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 4,567,136/4,567,136 (100.0%) +Types: int:4,567,136 +Numeric values: 4,567,136 total +Numeric range: min:0, max:16,826, avg:26.5 +Numeric std dev: 184.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 4,567,136/4,567,136 (100.0%) +Types: int:4,567,136 +Numeric values: 4,567,136 total +Numeric range: min:1,441,144,977, max:1,443,168,222, avg:1441169459.5 +Numeric std dev: 36415.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 4,567,136/4,567,136 (100.0%) +Types: str:4,567,136 +Null/Empty: empty_str:3,008,865 +String length avg: 638.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '.': 2 (0.0%) + 'My cursor is a Whopper!': 2 (0.0%) + 'There's 50g of protein in a carton which is equive...': 1 (0.0%) + ' + +Here are the requirements of the University i wi...': 1 (0.0%) + 'the transphasic cluster torp.. its about time they...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 4,567,136/4,567,136 (100.0%) +Types: NoneType:4,141,830, dict:425,306 +Null/Empty: null:4,141,830 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 4,562,503/4,567,136 (99.9%) +Types: NoneType:4,562,503 +Null/Empty: null:4,562,503 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 4,562,503/4,567,136 (99.9%) +Types: NoneType:4,562,503 +Null/Empty: null:4,562,503 + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 4,562,503/4,567,136 (99.9%) +Types: NoneType:4,562,503 +Null/Empty: null:4,562,503 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 4,562,503/4,567,136 (99.9%) +Types: str:4,562,503 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2rfxx': 52 (0.0%) + 't5_2qh1i': 52 (0.0%) + 't5_2qh33': 43 (0.0%) + 't5_2zswz': 42 (0.0%) + 't5_2s7tt': 32 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 4,562,503/4,567,136 (99.9%) +Types: str:4,562,503 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'leagueoflegends': 52 (0.0%) + 'AskReddit': 52 (0.0%) + 'funny': 43 (0.0%) + 'CookingRecipesStuff': 42 (0.0%) + 'AdviceAnimals': 32 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,633/4,567,136 (0.1%) +Types: NoneType:4,633 +Null/Empty: null:4,633 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,633/4,567,136 (0.1%) +Types: bool:4,633 +Booleans: true:196 (4.2%), false:4,437 (95.8%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,633/4,567,136 (0.1%) +Types: str:4,633 +Null/Empty: empty_str:4,633 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,633/4,567,136 (0.1%) +Types: NoneType:4,633 +Null/Empty: null:4,633 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,633/4,567,136 (0.1%) +Types: bool:4,633 +Booleans: true:4,633 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,633/4,567,136 (0.1%) +Types: NoneType:4,633 +Null/Empty: null:4,633 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,633/4,567,136 (0.1%) +Types: str:4,633 +String length avg: 52.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://youtu.be/n7nfuFdEDOY?list=PLV3DqCeVRxgSLS6H...': 9 (0.2%) + 'http://www.google.com': 8 (0.2%) + 'http://indochino.com': 8 (0.2%) + 'http://www.qualifycomics.com': 7 (0.2%) + 'http://google.com': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,633/4,567,136 (0.1%) +Types: NoneType:4,633 +Null/Empty: null:4,633 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,633/4,567,136 (0.1%) +Types: NoneType:4,633 +Null/Empty: null:4,633 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 170/4,567,136 (0.0%) +Types: str:170 +String length avg: 4.0 +Unique strings tracked: 3 +String values distribution: + 'self': 157 (92.4%) + 'link': 8 (4.7%) + 'image': 5 (2.9%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 170/4,567,136 (0.0%) +Types: dict:170 + +================================================================================ + +================================================================================ +FILE: RS_2014-10.jsonl +Analysis Time: 2026-01-15 07:56:31 +================================================================================ +Total lines: 4,831,580 +Processed lines: 4,831,580 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 4,831,580/4,831,580 (100.0%) +Types: dict:4,831,580 +Null/Empty: empty_obj:4,489,582 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 4,831,580/4,831,580 (100.0%) +Types: str:4,831,580 +Null/Empty: empty_str:1 +String length avg: 53.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '40 Little Decisions That Will Deeply Enrich Your L...': 4 (0.0%) + 'USAID Addressing Ebola in the Wake of Espionage Ch...': 3 (0.0%) + 'Swinger': 3 (0.0%) + 'Campaign x': 2 (0.0%) + 'Start of Racing Room': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 4,831,580/4,831,580 (100.0%) +Types: NoneType:4,815,306, str:16,274 +Null/Empty: null:4,815,306 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 16,239 (99.8%) + 'admin': 34 (0.2%) + 'special': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 4,831,580/4,831,580 (100.0%) +Types: str:4,831,580 +String length avg: 25.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,430 (0.0%) + 'self': 1,366 (0.0%) + 'nsfw': 324 (0.0%) + 'http://a.thumbs.redditmedia.com/btqAQ26s143hiRWdDa...': 9 (0.0%) + 'http://b.thumbs.redditmedia.com/ixo3WTuaerjaLdy_Ch...': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 4,831,580/4,831,580 (100.0%) +Types: int:4,831,580 +Numeric values: 4,831,580 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 4,831,580 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 4,831,580/4,831,580 (100.0%) +Types: bool:4,831,580 +Booleans: true:865 (0.0%), false:4,830,715 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 4,831,580/4,831,580 (100.0%) +Types: str:4,831,580 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 247 (0.0%) + 'youtube.com': 148 (0.0%) + 'imgur.com': 122 (0.0%) + 'reddit.com': 64 (0.0%) + 'self.Fireteams': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 4,831,580/4,831,580 (100.0%) +Types: dict:4,831,580 +Null/Empty: empty_obj:4,379,330 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 4,831,580/4,831,580 (100.0%) +Types: NoneType:4,005,368, str:826,212 +Null/Empty: null:4,005,368, empty_str:198,564 +String length avg: 21.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'this machine kills fascists': 117 (0.0%) + 'Top & Pool Contributor!': 9 (0.0%) + 'Mod': 5 (0.0%) + 'verified': 5 (0.0%) + 'swiggity swag ben is a fag': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 4,831,580/4,831,580 (100.0%) +Types: str:4,831,580 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1412122041': 8 (0.0%) + '1412121801': 7 (0.0%) + '1412121884': 7 (0.0%) + '1412122113': 7 (0.0%) + '1412122293': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 4,831,580/4,831,580 (100.0%) +Types: int:4,831,580 +Numeric values: 4,831,580 total +Numeric range: min:1,441,094,100, max:1,443,168,193, avg:1441120092.9 +Numeric std dev: 34954.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 4,831,580/4,831,580 (100.0%) +Types: int:4,831,580 +Numeric values: 4,831,580 total +Numeric range: min:0, max:56,263, avg:26.9 +Numeric std dev: 190.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 4,831,580/4,831,580 (100.0%) +Types: NoneType:4,379,330, dict:452,250 +Null/Empty: null:4,379,330 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 4,831,580/4,831,580 (100.0%) +Types: str:4,831,580 +Null/Empty: empty_str:3,102,336 +String length avg: 618.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'title': 2 (0.0%) + 'one that doesn't: https://www.youtube.com/watch?v=...': 1 (0.0%) + 'As in the title here is my [Mardu](http://tappedou...': 1 (0.0%) + 'Ok so to this day I'm still not sure if it was the...': 1 (0.0%) + 'I imagine this is a must win game if our hopes of ...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 4,831,580/4,831,580 (100.0%) +Types: str:4,831,580 +String length avg: 67.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/explainlikeimfive/comments/2hxwxj/eli5_why_do_s...': 1 (0.0%) + '/r/BTCNews/comments/2hxwxk/top_bitcoin_vcs_back_co...': 1 (0.0%) + '/r/ExposurePorn/comments/2hxwxl/peacock_led_plus_s...': 1 (0.0%) + '/r/ModerationLog/comments/2hxwxm/first_ebola_case_...': 1 (0.0%) + '/r/hiphopheads/comments/2hxwxn/ayekay_the_influenc...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 4,831,580/4,831,580 (100.0%) +Types: NoneType:3,988,126, str:843,454 +Null/Empty: null:3,988,126, empty_str:4,969 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 164 (0.0%) + 'Xbox One': 164 (0.0%) + 'Discussion': 80 (0.0%) + 'AutoModerator@null': 73 (0.0%) + 'Trade': 65 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 4,831,580/4,831,580 (100.0%) +Types: bool:4,831,580 +Booleans: true:2,193,839 (45.4%), false:2,637,741 (54.6%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 4,831,580/4,831,580 (100.0%) +Types: str:4,831,580 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 336 (0.0%) + 'louistoldmeto': 29 (0.0%) + 'PoliticBot': 21 (0.0%) + 'Ultramat2m': 13 (0.0%) + 'ModerationLog': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 4,831,580/4,831,580 (100.0%) +Types: bool:4,831,580 +Booleans: true:4,826,374 (99.9%), false:5,206 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 4,831,580/4,831,580 (100.0%) +Types: str:4,831,580 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2hxwxj': 1 (0.0%) + '2hxwxk': 1 (0.0%) + '2hxwxl': 1 (0.0%) + '2hxwxm': 1 (0.0%) + '2hxwxn': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 4,831,580/4,831,580 (100.0%) +Types: str:4,831,580 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_2hxwxj': 1 (0.0%) + 't3_2hxwxk': 1 (0.0%) + 't3_2hxwxl': 1 (0.0%) + 't3_2hxwxm': 1 (0.0%) + 't3_2hxwxn': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 4,831,580/4,831,580 (100.0%) +Types: NoneType:3,970,813, str:860,767 +Null/Empty: null:3,970,813, empty_str:44,240 +String length avg: 5.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 429 (0.1%) + '2': 371 (0.0%) + 'meta': 337 (0.0%) + 'removed': 239 (0.0%) + 'approvelink': 191 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 4,831,580/4,831,580 (100.0%) +Types: int:4,831,580 +Numeric values: 4,831,580 total +Numeric range: min:0, max:16, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 4,828,595 (99.9%) + 1: 2,771 (0.1%) + 2: 150 (0.0%) + 3: 37 (0.0%) + 5: 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 4,831,580/4,831,580 (100.0%) +Types: bool:4,831,580 +Booleans: true:354,288 (7.3%), false:4,477,292 (92.7%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 4,831,580/4,831,580 (100.0%) +Types: bool:4,831,580 +Booleans: true:0 (0.0%), false:4,831,580 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 4,831,580/4,831,580 (100.0%) +Types: int:4,831,580 +Numeric values: 4,831,580 total +Numeric range: min:-3, max:56,287, avg:9.2 +Numeric std dev: 91.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 4,831,580/4,831,580 (100.0%) +Types: NoneType:4,023,261, str:808,319 +Null/Empty: null:4,023,261, empty_str:118,964 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ideology-flair': 127 (0.0%) + 'PS4': 15 (0.0%) + 'Camera': 14 (0.0%) + 'cmdr': 13 (0.0%) + 'One': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 4,831,580/4,831,580 (100.0%) +Types: bool:4,831,580 +Booleans: true:0 (0.0%), false:4,831,580 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 4,831,580/4,831,580 (100.0%) +Types: int:4,831,580 +Numeric values: 4,831,580 total +Numeric range: min:0, max:56,263, avg:26.9 +Numeric std dev: 190.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 4,831,580/4,831,580 (100.0%) +Types: bool:4,584,975, int:246,605 +Booleans: true:0 (0.0%), false:4,584,975 (100.0%) +Numeric values: 246,605 total +Numeric range: min:1,412,121,886, max:1,441,088,513, avg:1413786467.1 +Numeric std dev: 2142020.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 4,831,580/4,831,580 (100.0%) +Types: bool:4,831,580 +Booleans: true:0 (0.0%), false:4,831,580 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 4,831,580/4,831,580 (100.0%) +Types: int:4,831,580 +Numeric values: 4,831,580 total +Numeric range: min:1,412,125,200, max:1,414,803,599, avg:1413480929.4 +Numeric std dev: 778703.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 4,831,580/4,831,580 (100.0%) +Types: str:4,831,580 +String length avg: 72.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.huffingtonpost.com/thai-nguyen/40-littl...': 5 (0.0%) + 'http://odiouscraft.net/swinger/': 3 (0.0%) + 'http://i.imgur.com/zpkR9qQ.png': 2 (0.0%) + 'http://google.com': 2 (0.0%) + 'http://imgur.com/a/n1WU8#1': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 4,831,580/4,831,580 (100.0%) +Types: NoneType:4,489,582, dict:341,998 +Null/Empty: null:4,489,582 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 4,826,601/4,831,580 (99.9%) +Types: str:4,826,601 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Fireteams': 59 (0.0%) + 'AskReddit': 48 (0.0%) + 'funny': 39 (0.0%) + 'CookingRecipesStuff': 29 (0.0%) + 'DestinyTheGame': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 4,826,601/4,831,580 (99.9%) +Types: NoneType:4,826,601 +Null/Empty: null:4,826,601 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 4,826,601/4,831,580 (99.9%) +Types: str:4,826,601 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2zc5x': 59 (0.0%) + 't5_2qh1i': 48 (0.0%) + 't5_2qh33': 39 (0.0%) + 't5_2zswz': 29 (0.0%) + 't5_2vq0w': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 4,826,601/4,831,580 (99.9%) +Types: NoneType:4,826,601 +Null/Empty: null:4,826,601 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 4,826,601/4,831,580 (99.9%) +Types: NoneType:4,826,601 +Null/Empty: null:4,826,601 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,979/4,831,580 (0.1%) +Types: NoneType:4,979 +Null/Empty: null:4,979 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,979/4,831,580 (0.1%) +Types: bool:4,979 +Booleans: true:232 (4.7%), false:4,747 (95.3%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,979/4,831,580 (0.1%) +Types: str:4,979 +Null/Empty: empty_str:4,979 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,979/4,831,580 (0.1%) +Types: NoneType:4,979 +Null/Empty: null:4,979 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,979/4,831,580 (0.1%) +Types: bool:4,979 +Booleans: true:4,979 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,979/4,831,580 (0.1%) +Types: NoneType:4,979 +Null/Empty: null:4,979 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,979/4,831,580 (0.1%) +Types: str:4,979 +String length avg: 54.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://google.com': 12 (0.2%) + 'http://test.com': 6 (0.1%) + 'http://www.google.com': 6 (0.1%) + 'https://banter.me/chat/destiny-the-game': 5 (0.1%) + 'http://afterhoursgaming.tv/registration-open-seaso...': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,979/4,831,580 (0.1%) +Types: NoneType:4,979 +Null/Empty: null:4,979 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,979/4,831,580 (0.1%) +Types: NoneType:4,979 +Null/Empty: null:4,979 + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 281/4,831,580 (0.0%) +Types: dict:281 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 281/4,831,580 (0.0%) +Types: str:281 +String length avg: 4.1 +Unique strings tracked: 4 +String values distribution: + 'self': 245 (87.2%) + 'link': 21 (7.5%) + 'image': 11 (3.9%) + 'rich:video': 4 (1.4%) + +================================================================================ + +================================================================================ +FILE: RS_2014-11.jsonl +Analysis Time: 2026-01-15 08:01:01 +================================================================================ +Total lines: 4,735,396 +Processed lines: 4,735,396 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 4,735,396/4,735,396 (100.0%) +Types: int:4,735,396 +Numeric values: 4,735,396 total +Numeric range: min:0, max:38,445, avg:27.2 +Numeric std dev: 191.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 4,735,396/4,735,396 (100.0%) +Types: bool:4,484,946, int:250,450 +Booleans: true:0 (0.0%), false:4,484,946 (100.0%) +Numeric values: 250,450 total +Numeric range: min:1,414,800,198, max:1,441,057,437, avg:1416357540.7 +Numeric std dev: 1892691.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 4,735,396/4,735,396 (100.0%) +Types: bool:4,735,396 +Booleans: true:0 (0.0%), false:4,735,396 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 4,735,396/4,735,396 (100.0%) +Types: int:4,735,396 +Numeric values: 4,735,396 total +Numeric range: min:1,414,803,600, max:1,417,391,999, avg:1416093169.5 +Numeric std dev: 737843.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 4,735,396/4,735,396 (100.0%) +Types: str:4,735,396 +String length avg: 72.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.youtube.com/attribution_link?a=97cNgGjb...': 5 (0.0%) + 'https://ello.co/gb/post/knOWk-qeTqfSpJ6f8-arCQ': 4 (0.0%) + 'http://imgur.com/a/PyRGB': 3 (0.0%) + 'http://imgur.com/a/vMXbb': 2 (0.0%) + 'https://archive.today/F9OFH': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 4,735,396/4,735,396 (100.0%) +Types: NoneType:4,398,851, dict:336,545 +Null/Empty: null:4,398,851 + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 4,735,396/4,735,396 (100.0%) +Types: bool:4,735,396 +Booleans: true:0 (0.0%), false:4,735,396 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 4,735,396/4,735,396 (100.0%) +Types: str:4,735,396 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 328 (0.0%) + 'baindaily': 21 (0.0%) + 'raddit-bot': 17 (0.0%) + 'AutoModerator': 17 (0.0%) + 'ameliag': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 4,735,396/4,735,396 (100.0%) +Types: bool:4,735,396 +Booleans: true:2,250,344 (47.5%), false:2,485,052 (52.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 4,735,396/4,735,396 (100.0%) +Types: NoneType:3,944,808, str:790,588 +Null/Empty: null:3,944,808, empty_str:117,820 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ideology-flair': 87 (0.0%) + 'PS4': 45 (0.0%) + 'One': 22 (0.0%) + 'tier0': 18 (0.0%) + '360': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 4,735,396/4,735,396 (100.0%) +Types: int:4,735,396 +Numeric values: 4,735,396 total +Numeric range: min:-3, max:32,523, avg:9.2 +Numeric std dev: 84.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 4,735,396/4,735,396 (100.0%) +Types: bool:4,735,396 +Booleans: true:341,219 (7.2%), false:4,394,177 (92.8%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 4,735,396/4,735,396 (100.0%) +Types: bool:4,735,396 +Booleans: true:0 (0.0%), false:4,735,396 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 4,735,396/4,735,396 (100.0%) +Types: int:4,735,396 +Numeric values: 4,735,396 total +Numeric range: min:0, max:95, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 4,732,309 (99.9%) + 1: 2,891 (0.1%) + 2: 140 (0.0%) + 3: 34 (0.0%) + 4: 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 4,735,396/4,735,396 (100.0%) +Types: NoneType:3,893,862, str:841,534 +Null/Empty: null:3,893,862, empty_str:38,632 +String length avg: 5.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 716 (0.1%) + '2': 608 (0.1%) + 'approvelink': 363 (0.0%) + 'meta': 345 (0.0%) + 'trade': 201 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 4,735,396/4,735,396 (100.0%) +Types: str:4,735,396 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_2kxpiq': 1 (0.0%) + 't3_2kxpir': 1 (0.0%) + 't3_2kxpis': 1 (0.0%) + 't3_2kxpit': 1 (0.0%) + 't3_2kxpiu': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 4,735,396/4,735,396 (100.0%) +Types: bool:4,735,396 +Booleans: true:4,730,034 (99.9%), false:5,362 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 4,735,396/4,735,396 (100.0%) +Types: str:4,735,396 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2kxpiq': 1 (0.0%) + '2kxpir': 1 (0.0%) + '2kxpis': 1 (0.0%) + '2kxpit': 1 (0.0%) + '2kxpiu': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 4,735,396/4,735,396 (100.0%) +Types: str:4,735,396 +Null/Empty: empty_str:2,963,318 +String length avg: 607.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I levelled my Farming skill, I am now level 91. + +': 5 (0.0%) + 'I levelled my Smithing skill, I am now level 93. + +': 5 (0.0%) + 'Please use this thread to suggest new features, si...': 3 (0.0%) + '**Daily Deals for 10/31** + +Deal | New Price | Savi...': 2 (0.0%) + 'S18C of the racial discrimination act: + +>Sectio...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 4,735,396/4,735,396 (100.0%) +Types: NoneType:4,289,918, dict:445,478 +Null/Empty: null:4,289,918 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 4,735,396/4,735,396 (100.0%) +Types: int:4,735,396 +Numeric values: 4,735,396 total +Numeric range: min:0, max:38,445, avg:27.2 +Numeric std dev: 191.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 4,735,396/4,735,396 (100.0%) +Types: int:4,735,396 +Numeric values: 4,735,396 total +Numeric range: min:1,441,043,920, max:1,443,168,166, avg:1441069289.5 +Numeric std dev: 30131.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 4,735,396/4,735,396 (100.0%) +Types: NoneType:3,911,851, str:823,545 +Null/Empty: null:3,911,851, empty_str:3,992 +String length avg: 9.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 305 (0.0%) + 'Xbox One': 279 (0.0%) + 'AutoModerator@null': 122 (0.0%) + 'Discussion': 121 (0.0%) + 'Trade': 76 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 4,735,396/4,735,396 (100.0%) +Types: str:4,735,396 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/whowouldwin/comments/2kxpiq/scp682_scp_foundati...': 1 (0.0%) + '/r/hot_movies/comments/2kxpir/massageparlorbutterf...': 1 (0.0%) + '/r/TheSimpsons/comments/2kxpis/hey_simpsons_friend...': 1 (0.0%) + '/r/BreedingDittos/comments/2kxpit/any_pidgey_male_...': 1 (0.0%) + '/r/WTF/comments/2kxpiu/lol_yea_i_was_bored_the_oth...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 4,735,396/4,735,396 (100.0%) +Types: str:4,735,396 +String length avg: 24.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,108 (0.0%) + 'self': 938 (0.0%) + 'nsfw': 258 (0.0%) + 'http://a.thumbs.redditmedia.com/FZ8-MxYpLaLuZE3RI8...': 5 (0.0%) + 'http://b.thumbs.redditmedia.com/mmJpgPVmjPKNr0PFbd...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 4,735,396/4,735,396 (100.0%) +Types: int:4,735,396 +Numeric values: 4,735,396 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 4,735,396 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 4,735,396/4,735,396 (100.0%) +Types: NoneType:4,719,274, str:16,122 +Null/Empty: null:4,719,274 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 16,087 (99.8%) + 'admin': 33 (0.2%) + 'special': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 4,735,396/4,735,396 (100.0%) +Types: dict:4,735,396 +Null/Empty: empty_obj:4,398,851 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 4,735,396/4,735,396 (100.0%) +Types: str:4,735,396 +String length avg: 53.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Suggestion Saturday Thread - November 01, 2014': 4 (0.0%) + 'Do NOT use SMS-based 2-step verification. It's ser...': 4 (0.0%) + 'Stephensville Pig Abuse Fall Update': 4 (0.0%) + 'Meow! Pretty mild. And the last one because I'm a ...': 3 (0.0%) + 'Waitress Is One of Many New Writers With Big Book ...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 4,735,396/4,735,396 (100.0%) +Types: NoneType:3,927,699, str:807,697 +Null/Empty: null:3,927,699, empty_str:202,536 +String length avg: 20.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'this machine kills fascists': 71 (0.0%) + 'verified': 8 (0.0%) + 'Bot': 5 (0.0%) + 'Basic Bitch': 4 (0.0%) + 'Verified': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 4,735,396/4,735,396 (100.0%) +Types: str:4,735,396 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1414800231': 8 (0.0%) + '1414800518': 8 (0.0%) + '1414800580': 8 (0.0%) + '1414800007': 7 (0.0%) + '1414800130': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 4,735,396/4,735,396 (100.0%) +Types: dict:4,735,396 +Null/Empty: empty_obj:4,289,918 + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 4,735,396/4,735,396 (100.0%) +Types: bool:4,735,396 +Booleans: true:865 (0.0%), false:4,734,531 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 4,735,396/4,735,396 (100.0%) +Types: str:4,735,396 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 448 (0.0%) + 'imgur.com': 252 (0.0%) + 'youtube.com': 191 (0.0%) + 'self.Fireteams': 100 (0.0%) + 'self.AskReddit': 59 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 4,730,413/4,735,396 (99.9%) +Types: NoneType:4,730,413 +Null/Empty: null:4,730,413 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 4,730,413/4,735,396 (99.9%) +Types: str:4,730,413 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2zc5x': 74 (0.0%) + 't5_2qh0u': 73 (0.0%) + 't5_2qh33': 48 (0.0%) + 't5_2qh1i': 34 (0.0%) + 't5_2rfxx': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 4,730,413/4,735,396 (99.9%) +Types: NoneType:4,730,413 +Null/Empty: null:4,730,413 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 4,730,413/4,735,396 (99.9%) +Types: NoneType:4,730,413 +Null/Empty: null:4,730,413 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 4,730,413/4,735,396 (99.9%) +Types: str:4,730,413 +String length avg: 9.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Fireteams': 74 (0.0%) + 'pics': 73 (0.0%) + 'funny': 48 (0.0%) + 'AskReddit': 34 (0.0%) + 'leagueoflegends': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,983/4,735,396 (0.1%) +Types: NoneType:4,983 +Null/Empty: null:4,983 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,983/4,735,396 (0.1%) +Types: str:4,983 +Null/Empty: empty_str:4,983 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,983/4,735,396 (0.1%) +Types: bool:4,983 +Booleans: true:233 (4.7%), false:4,750 (95.3%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,983/4,735,396 (0.1%) +Types: NoneType:4,983 +Null/Empty: null:4,983 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,983/4,735,396 (0.1%) +Types: NoneType:4,983 +Null/Empty: null:4,983 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,983/4,735,396 (0.1%) +Types: bool:4,983 +Booleans: true:4,983 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,983/4,735,396 (0.1%) +Types: NoneType:4,983 +Null/Empty: null:4,983 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,983/4,735,396 (0.1%) +Types: NoneType:4,983 +Null/Empty: null:4,983 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,983/4,735,396 (0.1%) +Types: str:4,983 +String length avg: 55.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://yolify.net': 7 (0.1%) + 'https://www.victiv.com/affiliate?code=LW1hq6CWERg2': 7 (0.1%) + 'http://www.ewg.org/foodscores?inlist=Y&rd=1': 6 (0.1%) + 'http://www.ilook.tv': 5 (0.1%) + 'https://fundaorder.com/': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 328/4,735,396 (0.0%) +Types: dict:328 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 328/4,735,396 (0.0%) +Types: str:328 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'self': 289 (88.1%) + 'link': 39 (11.9%) + +================================================================================ + +================================================================================ +FILE: RS_2014-12.jsonl +Analysis Time: 2026-01-15 08:05:45 +================================================================================ +Total lines: 4,984,013 +Processed lines: 4,984,013 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 4,984,013/4,984,013 (100.0%) +Types: int:4,984,013 +Numeric values: 4,984,013 total +Numeric range: min:1,440,991,525, max:1,443,168,149, avg:1441017893.5 +Numeric std dev: 25235.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 4,984,013/4,984,013 (100.0%) +Types: int:4,984,013 +Numeric values: 4,984,013 total +Numeric range: min:0, max:24,802, avg:27.6 +Numeric std dev: 196.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 4,984,013/4,984,013 (100.0%) +Types: NoneType:4,515,467, dict:468,546 +Null/Empty: null:4,515,467 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 4,984,013/4,984,013 (100.0%) +Types: str:4,984,013 +Null/Empty: empty_str:3,099,119 +String length avg: 618.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + ' ': 3 (0.0%) + 'I killed a spinner of death, Araxxi. + +': 2 (0.0%) + '.': 2 (0.0%) + 'I'd like to submit a childhood favourite of mine; ...': 1 (0.0%) + 'So my gf wants to play old school nintendo games a...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 4,984,013/4,984,013 (100.0%) +Types: str:4,984,013 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/news/comments/2nw07t/i_hope_you_die_of_aids_in_...': 1 (0.0%) + '/r/AskReddit/comments/2nw07u/its_turned_december_1...': 1 (0.0%) + '/r/pcmasterrace/comments/2nw07v/playstation_contro...': 1 (0.0%) + '/r/starcraft/comments/2nw07w/thanks_dreamhack/': 1 (0.0%) + '/r/news/comments/2nw07x/ohio_state_football_player...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 4,984,013/4,984,013 (100.0%) +Types: NoneType:4,077,995, str:906,018 +Null/Empty: null:4,077,995, empty_str:3,679 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 294 (0.0%) + 'Xbox One': 272 (0.0%) + 'AutoModerator@null': 150 (0.0%) + 'Discussion': 145 (0.0%) + 'Trade': 94 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 4,984,013/4,984,013 (100.0%) +Types: dict:4,984,013 +Null/Empty: empty_obj:4,634,194 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 4,984,013/4,984,013 (100.0%) +Types: str:4,984,013 +String length avg: 53.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Long Overshadowed in Realm of Business Magazines, ...': 3 (0.0%) + 'Affiliate product review': 2 (0.0%) + 'My GF's new outfit': 2 (0.0%) + 'Brazilian "father" rapes 1 year old son then gets ...': 2 (0.0%) + 'ISIS released video of captured British journalist...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 4,984,013/4,984,013 (100.0%) +Types: NoneType:4,966,047, str:17,966 +Null/Empty: null:4,966,047 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 17,927 (99.8%) + 'admin': 38 (0.2%) + 'special': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 4,984,013/4,984,013 (100.0%) +Types: str:4,984,013 +String length avg: 24.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,573 (0.0%) + 'default': 1,462 (0.0%) + 'nsfw': 349 (0.0%) + 'http://a.thumbs.redditmedia.com/P6INgc932PpG1L5yc1...': 14 (0.0%) + 'http://b.thumbs.redditmedia.com/ZQ8r8-Eh6rzMYOmkmY...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 4,984,013/4,984,013 (100.0%) +Types: int:4,984,013 +Numeric values: 4,984,013 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 4,984,013 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 4,984,013/4,984,013 (100.0%) +Types: bool:4,984,013 +Booleans: true:684 (0.0%), false:4,983,329 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 4,984,013/4,984,013 (100.0%) +Types: str:4,984,013 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 317 (0.0%) + 'imgur.com': 183 (0.0%) + 'youtube.com': 163 (0.0%) + 'self.AskReddit': 84 (0.0%) + 'self.Fireteams': 83 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 4,984,013/4,984,013 (100.0%) +Types: dict:4,984,013 +Null/Empty: empty_obj:4,515,467 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 4,984,013/4,984,013 (100.0%) +Types: NoneType:4,149,587, str:834,426 +Null/Empty: null:4,149,587, empty_str:213,007 +String length avg: 20.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Supreme Master First Class': 6 (0.0%) + 'Robot': 5 (0.0%) + 'GCX Beginner': 5 (0.0%) + 'Distinguished Master Guardian': 5 (0.0%) + 'Legendary Eagle': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 4,984,013/4,984,013 (100.0%) +Types: str:4,984,013 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1417392282': 9 (0.0%) + '1417392537': 9 (0.0%) + '1417393062': 9 (0.0%) + '1417392212': 8 (0.0%) + '1417392560': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 4,984,013/4,984,013 (100.0%) +Types: bool:4,984,013 +Booleans: true:0 (0.0%), false:4,984,013 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 4,984,013/4,984,013 (100.0%) +Types: int:4,984,013 +Numeric values: 4,984,013 total +Numeric range: min:0, max:24,802, avg:27.6 +Numeric std dev: 196.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 4,984,013/4,984,013 (100.0%) +Types: bool:4,719,020, int:264,993 +Booleans: true:0 (0.0%), false:4,719,020 (100.0%) +Numeric values: 264,993 total +Numeric range: min:1,417,392,369, max:1,440,994,537, avg:1418978309.2 +Numeric std dev: 1780943.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 4,984,013/4,984,013 (100.0%) +Types: bool:4,984,013 +Booleans: true:0 (0.0%), false:4,984,013 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 4,984,013/4,984,013 (100.0%) +Types: int:4,984,013 +Numeric values: 4,984,013 total +Numeric range: min:1,417,392,000, max:1,420,070,399, avg:1418706584.0 +Numeric std dev: 772170.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 4,984,013/4,984,013 (100.0%) +Types: str:4,984,013 +String length avg: 72.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/4e22mZFh.jpg': 2 (0.0%) + 'http://www.reddit.com/r/DIY_eJuice/comments/2nw0as...': 2 (0.0%) + 'http://reddit.com/r/POLITIC/comments/2n93j8/affili...': 2 (0.0%) + 'http://reddit.com/r/POLITIC/comments/2lnqw1/my_gfs...': 2 (0.0%) + 'http://reddit.com/r/POLITIC/comments/2jlwl2/brazil...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 4,984,013/4,984,013 (100.0%) +Types: NoneType:4,634,194, dict:349,819 +Null/Empty: null:4,634,194 + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 4,984,013/4,984,013 (100.0%) +Types: bool:4,984,013 +Booleans: true:2,400,743 (48.2%), false:2,583,270 (51.8%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 4,984,013/4,984,013 (100.0%) +Types: str:4,984,013 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 350 (0.0%) + 'AutoModerator': 22 (0.0%) + 'uncensorship': 20 (0.0%) + 'havoc_bot': 10 (0.0%) + 'baindaily': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 4,984,013/4,984,013 (100.0%) +Types: bool:4,984,013 +Booleans: true:4,979,118 (99.9%), false:4,895 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 4,984,013/4,984,013 (100.0%) +Types: str:4,984,013 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2nw07t': 1 (0.0%) + '2nw07u': 1 (0.0%) + '2nw07v': 1 (0.0%) + '2nw07w': 1 (0.0%) + '2nw07x': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 4,984,013/4,984,013 (100.0%) +Types: int:4,984,013 +Numeric values: 4,984,013 total +Numeric range: min:0, max:16, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 4,980,210 (99.9%) + 1: 3,547 (0.1%) + 2: 183 (0.0%) + 3: 37 (0.0%) + 4: 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 4,984,013/4,984,013 (100.0%) +Types: NoneType:4,059,321, str:924,692 +Null/Empty: null:4,059,321, empty_str:40,234 +String length avg: 5.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 504 (0.1%) + '2': 431 (0.0%) + 'approvelink': 270 (0.0%) + '1': 191 (0.0%) + 'discussion': 180 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 4,984,013/4,984,013 (100.0%) +Types: str:4,984,013 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_2nw07t': 1 (0.0%) + 't3_2nw07u': 1 (0.0%) + 't3_2nw07v': 1 (0.0%) + 't3_2nw07w': 1 (0.0%) + 't3_2nw07x': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 4,984,013/4,984,013 (100.0%) +Types: bool:4,984,013 +Booleans: true:371,742 (7.5%), false:4,612,271 (92.5%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 4,984,013/4,984,013 (100.0%) +Types: bool:4,984,013 +Booleans: true:0 (0.0%), false:4,984,013 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 4,984,013/4,984,013 (100.0%) +Types: int:4,984,013 +Numeric values: 4,984,013 total +Numeric range: min:-53, max:108,959, avg:9.2 +Numeric std dev: 95.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 4,984,013/4,984,013 (100.0%) +Types: NoneType:4,176,680, str:807,333 +Null/Empty: null:4,176,680, empty_str:123,449 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'One': 22 (0.0%) + 'PS4': 21 (0.0%) + 'default': 20 (0.0%) + 'Camera': 20 (0.0%) + 'i-gpcm': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 4,979,427/4,984,013 (99.9%) +Types: str:4,979,427 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 64 (0.0%) + 'Fireteams': 58 (0.0%) + 'funny': 26 (0.0%) + 'pics': 24 (0.0%) + 'uncensorship': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 4,979,427/4,984,013 (99.9%) +Types: NoneType:4,979,427 +Null/Empty: null:4,979,427 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 4,979,427/4,984,013 (99.9%) +Types: str:4,979,427 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 64 (0.0%) + 't5_2zc5x': 58 (0.0%) + 't5_2qh33': 26 (0.0%) + 't5_2qh0u': 24 (0.0%) + 't5_2tq9j': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 4,979,427/4,984,013 (99.9%) +Types: NoneType:4,979,427 +Null/Empty: null:4,979,427 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 4,979,427/4,984,013 (99.9%) +Types: NoneType:4,979,427 +Null/Empty: null:4,979,427 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,586/4,984,013 (0.1%) +Types: NoneType:4,586 +Null/Empty: null:4,586 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,586/4,984,013 (0.1%) +Types: bool:4,586 +Booleans: true:4,586 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,586/4,984,013 (0.1%) +Types: NoneType:4,586 +Null/Empty: null:4,586 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,586/4,984,013 (0.1%) +Types: NoneType:4,586 +Null/Empty: null:4,586 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,586/4,984,013 (0.1%) +Types: str:4,586 +String length avg: 55.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://google.com': 5 (0.1%) + 'http://www.havemarket.com': 4 (0.1%) + 'http://www.betabound.com/music-streaming-app-priva...': 4 (0.1%) + 'http://test.com': 3 (0.1%) + 'http://www.brewview.com': 3 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,586/4,984,013 (0.1%) +Types: NoneType:4,586 +Null/Empty: null:4,586 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,586/4,984,013 (0.1%) +Types: str:4,586 +Null/Empty: empty_str:4,586 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,586/4,984,013 (0.1%) +Types: bool:4,586 +Booleans: true:218 (4.8%), false:4,368 (95.2%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,586/4,984,013 (0.1%) +Types: NoneType:4,586 +Null/Empty: null:4,586 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 409/4,984,013 (0.0%) +Types: str:409 +String length avg: 4.0 +Unique strings tracked: 4 +String values distribution: + 'self': 387 (94.6%) + 'link': 18 (4.4%) + 'image': 3 (0.7%) + 'rich:video': 1 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 409/4,984,013 (0.0%) +Types: dict:409 + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2015.txt b/analysis/original_schema_analysis/submissions/analysis_report_2015.txt new file mode 100644 index 0000000000000000000000000000000000000000..89714633e5422c8ade29d7fdb0794d21675beaa5 --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2015.txt @@ -0,0 +1,5586 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2015 +Analysis Started: 2026-01-15 07:16:43 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2015-01.jsonl +Analysis Time: 2026-01-15 07:21:51 +================================================================================ +Total lines: 5,465,910 +Processed lines: 5,465,910 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 5,465,910/5,465,910 (100.0%) +Types: int:5,465,910 +Numeric values: 5,465,910 total +Numeric range: min:0, max:20,820, avg:27.2 +Numeric std dev: 199.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 5,465,910/5,465,910 (100.0%) +Types: bool:5,166,003, int:299,907 +Booleans: true:0 (0.0%), false:5,166,003 (100.0%) +Numeric values: 299,907 total +Numeric range: min:1,420,070,676, max:1,440,983,168, avg:1421661060.7 +Numeric std dev: 1587405.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 5,465,910/5,465,910 (100.0%) +Types: bool:5,465,910 +Booleans: true:0 (0.0%), false:5,465,910 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 5,465,910/5,465,910 (100.0%) +Types: int:5,465,910 +Numeric values: 5,465,910 total +Numeric range: min:1,420,070,401, max:1,422,748,799, avg:1421438169.1 +Numeric std dev: 764686.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 5,465,910/5,465,910 (100.0%) +Types: str:5,465,910 +String length avg: 72.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://media.ccc.de/browse/congress/2014/31c3_-_61...': 3 (0.0%) + 'http://imgur.com/SeydEMd': 2 (0.0%) + 'http://youtu.be/BGhqlJnFIXU': 2 (0.0%) + 'https://soundcloud.com/cashbandicoot/the-party-win...': 2 (0.0%) + 'http://www.reddit.com/r/YouShouldKnow/comments/2qy...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 5,465,910/5,465,910 (100.0%) +Types: NoneType:5,078,560, dict:387,350 +Null/Empty: null:5,078,560 + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 5,465,910/5,465,910 (100.0%) +Types: bool:5,465,910 +Booleans: true:0 (0.0%), false:5,465,910 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 5,465,910/5,465,910 (100.0%) +Types: str:5,465,910 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 310 (0.0%) + 'AutoModerator': 13 (0.0%) + 'Removal_Rover': 13 (0.0%) + 'rotoreuters': 10 (0.0%) + 'apksorg': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 5,465,910/5,465,910 (100.0%) +Types: bool:5,465,910 +Booleans: true:2,681,484 (49.1%), false:2,784,426 (50.9%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 5,465,910/5,465,910 (100.0%) +Types: int:5,465,910 +Numeric values: 5,465,910 total +Numeric range: min:-117, max:51,023, avg:9.2 +Numeric std dev: 94.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 5,465,910/5,465,910 (100.0%) +Types: NoneType:4,566,664, str:899,246 +Null/Empty: null:4,566,664, empty_str:138,779 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 28 (0.0%) + 'i-gpcm': 21 (0.0%) + 'One': 18 (0.0%) + 'default': 18 (0.0%) + 'flair-default': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 5,465,910/5,465,910 (100.0%) +Types: bool:5,465,910 +Booleans: true:399,750 (7.3%), false:5,066,160 (92.7%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 5,465,910/5,465,910 (100.0%) +Types: bool:5,465,910 +Booleans: true:0 (0.0%), false:5,465,910 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 5,465,910/5,465,910 (100.0%) +Types: str:5,465,910 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_2qys78': 1 (0.0%) + 't3_2qys79': 1 (0.0%) + 't3_2qys7a': 1 (0.0%) + 't3_2qys7b': 1 (0.0%) + 't3_2qys7c': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 5,465,910/5,465,910 (100.0%) +Types: int:5,465,910 +Numeric values: 5,465,910 total +Numeric range: min:0, max:15, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 12 +Top 5 numeric values: + 0: 5,462,004 (99.9%) + 1: 3,633 (0.1%) + 2: 194 (0.0%) + 3: 42 (0.0%) + 4: 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 5,465,910/5,465,910 (100.0%) +Types: NoneType:4,369,283, str:1,096,627 +Null/Empty: null:4,369,283, empty_str:48,812 +String length avg: 5.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 698 (0.1%) + '2': 583 (0.1%) + 'trade': 336 (0.0%) + 'red': 223 (0.0%) + 'discussion': 195 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 5,465,910/5,465,910 (100.0%) +Types: str:5,465,910 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2qys78': 1 (0.0%) + '2qys79': 1 (0.0%) + '2qys7a': 1 (0.0%) + '2qys7b': 1 (0.0%) + '2qys7c': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 5,465,910/5,465,910 (100.0%) +Types: bool:5,465,910 +Booleans: true:5,460,582 (99.9%), false:5,328 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 5,465,910/5,465,910 (100.0%) +Types: str:5,465,910 +Null/Empty: empty_str:3,364,068 +String length avg: 618.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + ' ': 3 (0.0%) + 'https://www.youtube.com/watch?v=i3UOkGXVsHY': 2 (0.0%) + 'I have completed an elite treasure trail. + +': 2 (0.0%) + 'The Hellenic diplomat who went to far and spilled ...': 2 (0.0%) + 'So as a new year arrives I think that we start it ...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 5,465,910/5,465,910 (100.0%) +Types: NoneType:4,946,780, dict:519,130 +Null/Empty: null:4,946,780 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 5,465,910/5,465,910 (100.0%) +Types: int:5,465,910 +Numeric values: 5,465,910 total +Numeric range: min:0, max:20,820, avg:27.2 +Numeric std dev: 199.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 5,465,910/5,465,910 (100.0%) +Types: int:5,465,910 +Numeric values: 5,465,910 total +Numeric range: min:1,440,933,860, max:1,443,168,137, avg:1440964338.3 +Numeric std dev: 63516.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 5,465,910/5,465,910 (100.0%) +Types: NoneType:4,383,867, str:1,082,043 +Null/Empty: null:4,383,867, empty_str:5,165 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 377 (0.0%) + 'Xbox One': 335 (0.0%) + 'Trade': 187 (0.0%) + 'Discussion': 129 (0.0%) + 'Question': 73 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 5,465,910/5,465,910 (100.0%) +Types: str:5,465,910 +String length avg: 67.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/femalefashionadvice/comments/2qys78/is_there_a_...': 1 (0.0%) + '/r/pokemon/comments/2qys79/happy_new_year_rpokemon...': 1 (0.0%) + '/r/ultrahardcore/comments/2qys7a/midgame_head_drop...': 1 (0.0%) + '/r/SteamTradingCards/comments/2qys7b/hvariety_of_c...': 1 (0.0%) + '/r/pcmasterrace/comments/2qys7c/happy_new_year_bre...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 5,465,910/5,465,910 (100.0%) +Types: str:5,465,908, NoneType:2 +Null/Empty: null:2 +String length avg: 24.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,568 (0.0%) + 'default': 1,432 (0.0%) + 'nsfw': 304 (0.0%) + 'http://b.thumbs.redditmedia.com/OSBFmF2l-mZjoUeQlD...': 4 (0.0%) + 'http://a.thumbs.redditmedia.com/btqAQ26s143hiRWdDa...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 5,465,910/5,465,910 (100.0%) +Types: int:5,465,910 +Numeric values: 5,465,910 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 5,465,910 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 5,465,910/5,465,910 (100.0%) +Types: NoneType:5,447,006, str:18,904 +Null/Empty: null:5,447,006 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 18,887 (99.9%) + 'admin': 17 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 5,465,910/5,465,910 (100.0%) +Types: dict:5,465,910 +Null/Empty: empty_obj:5,078,560 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 5,465,910/5,465,910 (100.0%) +Types: str:5,465,910 +String length avg: 53.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Cloud Conspiracy 2008-2014 - how the EU was hy...': 3 (0.0%) + 'Happy new year!': 2 (0.0%) + 'What are your new years resolutions?': 2 (0.0%) + 'Ca$h Bandicoot - The Party (Winter Mix 2015)': 2 (0.0%) + 'New Report Shows THOUSANDS of Whistleblowers Facin...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 5,465,910/5,465,910 (100.0%) +Types: NoneType:4,511,266, str:954,644 +Null/Empty: null:4,511,266, empty_str:225,977 +String length avg: 21.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.wlsearch.com/u/mamallama': 8 (0.0%) + 'Distinguished Master Guardian': 7 (0.0%) + '17': 6 (0.0%) + 'verified': 6 (0.0%) + 'Maryland / Alsace': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 5,465,910/5,465,910 (100.0%) +Types: str:5,465,910 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1420070441': 8 (0.0%) + '1420070407': 7 (0.0%) + '1420070651': 7 (0.0%) + '1420070788': 7 (0.0%) + '1420070984': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 5,465,910/5,465,910 (100.0%) +Types: dict:5,465,910 +Null/Empty: empty_obj:4,946,780 + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 5,465,910/5,465,910 (100.0%) +Types: bool:5,465,910 +Booleans: true:906 (0.0%), false:5,465,004 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 5,465,910/5,465,910 (100.0%) +Types: str:5,465,910 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 333 (0.0%) + 'imgur.com': 191 (0.0%) + 'youtube.com': 127 (0.0%) + 'self.AskReddit': 115 (0.0%) + 'self.Fireteams': 90 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 5,460,892/5,465,910 (99.9%) +Types: NoneType:5,460,892 +Null/Empty: null:5,460,892 + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 5,460,892/5,465,910 (99.9%) +Types: NoneType:5,460,892 +Null/Empty: null:5,460,892 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 5,460,892/5,465,910 (99.9%) +Types: str:5,460,892 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 88 (0.0%) + 't5_2zc5x': 70 (0.0%) + 't5_2qh33': 41 (0.0%) + 't5_2qh0u': 36 (0.0%) + 't5_3185t': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 5,460,892/5,465,910 (99.9%) +Types: NoneType:5,460,892 +Null/Empty: null:5,460,892 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 5,460,892/5,465,910 (99.9%) +Types: str:5,460,892 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 88 (0.0%) + 'Fireteams': 70 (0.0%) + 'funny': 41 (0.0%) + 'pics': 36 (0.0%) + 'BreedingDittos': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 5,018/5,465,910 (0.1%) +Types: str:5,018 +String length avg: 54.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.navodayainstitute.org': 10 (0.2%) + 'http://billsjerkyclub.com/': 10 (0.2%) + 'http://google.com': 7 (0.1%) + 'http://www.google.com': 7 (0.1%) + 'http://www.rokesmoke.com': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 5,018/5,465,910 (0.1%) +Types: NoneType:5,018 +Null/Empty: null:5,018 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 5,018/5,465,910 (0.1%) +Types: NoneType:5,018 +Null/Empty: null:5,018 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 5,018/5,465,910 (0.1%) +Types: bool:5,018 +Booleans: true:5,018 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 5,018/5,465,910 (0.1%) +Types: NoneType:5,018 +Null/Empty: null:5,018 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 5,018/5,465,910 (0.1%) +Types: bool:5,018 +Booleans: true:173 (3.4%), false:4,845 (96.6%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 5,018/5,465,910 (0.1%) +Types: NoneType:5,018 +Null/Empty: null:5,018 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 5,018/5,465,910 (0.1%) +Types: NoneType:5,018 +Null/Empty: null:5,018 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 5,018/5,465,910 (0.1%) +Types: str:5,018 +Null/Empty: empty_str:5,018 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 646/5,465,910 (0.0%) +Types: str:646 +String length avg: 4.1 +Unique strings tracked: 5 +String values distribution: + 'self': 607 (94.0%) + 'link': 29 (4.5%) + 'rich:video': 5 (0.8%) + 'image': 4 (0.6%) + 'video': 1 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 646/5,465,910 (0.0%) +Types: dict:646 + +================================================================================ + +================================================================================ +FILE: RS_2015-02.jsonl +Analysis Time: 2026-01-15 07:26:35 +================================================================================ +Total lines: 5,069,813 +Processed lines: 5,069,813 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 5,069,813/5,069,813 (100.0%) +Types: str:5,069,813 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1422748941': 8 (0.0%) + '1422748946': 8 (0.0%) + '1422749041': 8 (0.0%) + '1422748892': 7 (0.0%) + '1422748930': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 5,069,813/5,069,813 (100.0%) +Types: NoneType:4,184,561, str:885,252 +Null/Empty: null:4,184,561, empty_str:216,677 +String length avg: 21.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'this machine kills fascists': 31 (0.0%) + 'verified': 6 (0.0%) + ' is my name and Gardevoir is my game': 6 (0.0%) + 'Legendary Eagle': 5 (0.0%) + 'http://steamcommunity.com/profiles/765611980586891...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 5,069,813/5,069,813 (100.0%) +Types: dict:5,069,813 +Null/Empty: empty_obj:4,564,485 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 5,069,813/5,069,813 (100.0%) +Types: str:5,069,813 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 313 (0.0%) + 'imgur.com': 191 (0.0%) + 'youtube.com': 163 (0.0%) + 'self.Fireteams': 148 (0.0%) + 'self.AskReddit': 89 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 5,069,813/5,069,813 (100.0%) +Types: bool:5,069,813 +Booleans: true:762 (0.0%), false:5,069,051 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 5,069,813/5,069,813 (100.0%) +Types: int:5,069,813 +Numeric values: 5,069,813 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 5,069,813 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 5,069,813/5,069,813 (100.0%) +Types: str:5,069,813 +String length avg: 25.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,519 (0.0%) + 'default': 1,447 (0.0%) + 'nsfw': 301 (0.0%) + 'http://b.thumbs.redditmedia.com/1FWAMVSkmzQyw4Zje3...': 7 (0.0%) + 'http://b.thumbs.redditmedia.com/kqJFnrisrvDRZsTxTC...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 5,069,813/5,069,813 (100.0%) +Types: NoneType:5,051,687, str:18,126 +Null/Empty: null:5,051,687 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 18,104 (99.9%) + 'admin': 22 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 5,069,813/5,069,813 (100.0%) +Types: str:5,069,813 +String length avg: 53.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The drone operator who said 'No'': 3 (0.0%) + 'Anything Strange Episode 01 - The Devil's Footprin...': 3 (0.0%) + 'Playing around with faces and hair with Jen': 3 (0.0%) + 'Scott Walker leads tight GOP pack in new Iowa Poll': 3 (0.0%) + 'Chelsea Waltzer': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 5,069,813/5,069,813 (100.0%) +Types: dict:5,069,813 +Null/Empty: empty_obj:4,701,659 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 5,069,813/5,069,813 (100.0%) +Types: NoneType:4,066,550, str:1,003,263 +Null/Empty: null:4,066,550, empty_str:5,721 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 332 (0.0%) + 'Xbox One': 262 (0.0%) + 'Trade': 160 (0.0%) + 'Question': 73 (0.0%) + 'Discussion': 69 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 5,069,813/5,069,813 (100.0%) +Types: str:5,069,813 +String length avg: 67.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/USFreePress/comments/2uctu9/the_drone_operator_...': 1 (0.0%) + '/r/Fireteams/comments/2uctua/ps4_need_one_for_week...': 1 (0.0%) + '/r/QuickBooks/comments/2uctub/should_i_book_invent...': 1 (0.0%) + '/r/rutgers/comments/2uctuc/chances_of_sophomore_ge...': 1 (0.0%) + '/r/TeamRedditTeams/comments/2uctud/ranked_team/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 5,069,813/5,069,813 (100.0%) +Types: str:5,069,813 +Null/Empty: empty_str:3,152,716 +String length avg: 615.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Title': 3 (0.0%) + '**ISO:** + +- Vigneronne + +- Lou Pepe Framboise + +- Ma...': 2 (0.0%) + 'Seem to be a new entry to the market. I've used th...': 2 (0.0%) + ' ': 2 (0.0%) + 'http://imgur.com/UBiAbKo + +sorry hosty, but you nee...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 5,069,813/5,069,813 (100.0%) +Types: NoneType:4,564,485, dict:505,328 +Null/Empty: null:4,564,485 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 5,069,813/5,069,813 (100.0%) +Types: int:5,069,813 +Numeric values: 5,069,813 total +Numeric range: min:0, max:33,044, avg:27.6 +Numeric std dev: 204.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 5,069,813/5,069,813 (100.0%) +Types: int:5,069,813 +Numeric values: 5,069,813 total +Numeric range: min:1,440,880,088, max:1,443,168,047, avg:1440906963.9 +Numeric std dev: 18481.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 5,069,813/5,069,813 (100.0%) +Types: int:5,069,813 +Numeric values: 5,069,813 total +Numeric range: min:-2, max:34,628, avg:8.9 +Numeric std dev: 80.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 5,069,813/5,069,813 (100.0%) +Types: NoneType:4,246,523, str:823,290 +Null/Empty: null:4,246,523, empty_str:129,031 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ideology-flair': 33 (0.0%) + 'PS4': 26 (0.0%) + 'default': 20 (0.0%) + 'One': 19 (0.0%) + 'Camera': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 5,069,813/5,069,813 (100.0%) +Types: bool:5,069,813 +Booleans: true:0 (0.0%), false:5,069,813 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 5,069,813/5,069,813 (100.0%) +Types: bool:5,069,813 +Booleans: true:374,539 (7.4%), false:4,695,274 (92.6%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 5,069,813/5,069,813 (100.0%) +Types: int:5,069,813 +Numeric values: 5,069,813 total +Numeric range: min:0, max:72, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 5,066,279 (99.9%) + 1: 3,291 (0.1%) + 2: 175 (0.0%) + 3: 42 (0.0%) + 4: 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 5,069,813/5,069,813 (100.0%) +Types: NoneType:4,058,005, str:1,011,808 +Null/Empty: null:4,058,005, empty_str:47,831 +String length avg: 5.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 788 (0.1%) + '2': 666 (0.1%) + 'trade': 330 (0.0%) + 'removed': 321 (0.0%) + 'meta': 171 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 5,069,813/5,069,813 (100.0%) +Types: str:5,069,813 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_2uctu9': 1 (0.0%) + 't3_2uctua': 1 (0.0%) + 't3_2uctub': 1 (0.0%) + 't3_2uctuc': 1 (0.0%) + 't3_2uctud': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 5,069,813/5,069,813 (100.0%) +Types: str:5,069,813 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2uctu9': 1 (0.0%) + '2uctua': 1 (0.0%) + '2uctub': 1 (0.0%) + '2uctuc': 1 (0.0%) + '2uctud': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 5,069,813/5,069,813 (100.0%) +Types: bool:5,069,813 +Booleans: true:5,065,247 (99.9%), false:4,566 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 5,069,813/5,069,813 (100.0%) +Types: str:5,069,813 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 329 (0.0%) + 'AutoModerator': 22 (0.0%) + 'PoliticBot': 20 (0.0%) + 'RPBot': 8 (0.0%) + 'conspirobot': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 5,069,813/5,069,813 (100.0%) +Types: bool:5,069,813 +Booleans: true:2,461,557 (48.6%), false:2,608,256 (51.4%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 5,069,813/5,069,813 (100.0%) +Types: str:5,069,813 +String length avg: 72.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://imgur.com/a/hxyMk': 4 (0.0%) + 'http://www.reddit.com/r/todayilearned/comments/2ub...': 4 (0.0%) + 'http://www.bbc.com/news/magazine-30483010': 3 (0.0%) + 'https://www.youtube.com/watch?v=u5yo613EzF0&hd...': 3 (0.0%) + 'http://www.desmoinesregister.com/story/news/politi...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 5,069,813/5,069,813 (100.0%) +Types: NoneType:4,701,659, dict:368,154 +Null/Empty: null:4,701,659 + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 5,069,813/5,069,813 (100.0%) +Types: int:5,069,813 +Numeric values: 5,069,813 total +Numeric range: min:1,422,748,800, max:1,425,167,999, avg:1423966488.9 +Numeric std dev: 700633.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 5,069,813/5,069,813 (100.0%) +Types: bool:5,069,813 +Booleans: true:0 (0.0%), false:5,069,813 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 5,069,813/5,069,813 (100.0%) +Types: bool:4,792,918, int:276,895 +Booleans: true:0 (0.0%), false:4,792,918 (100.0%) +Numeric values: 276,895 total +Numeric range: min:1,422,749,150, max:1,440,912,292, avg:1424173898.0 +Numeric std dev: 1429169.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 5,069,813/5,069,813 (100.0%) +Types: int:5,069,813 +Numeric values: 5,069,813 total +Numeric range: min:0, max:33,044, avg:27.6 +Numeric std dev: 204.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 5,069,813/5,069,813 (100.0%) +Types: bool:5,069,813 +Booleans: true:0 (0.0%), false:5,069,813 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 5,065,494/5,069,813 (99.9%) +Types: str:5,065,494 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Fireteams': 97 (0.0%) + 'AskReddit': 69 (0.0%) + 'GlobalOffensiveTrade': 32 (0.0%) + 'funny': 30 (0.0%) + 'leagueoflegends': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 5,065,494/5,069,813 (99.9%) +Types: NoneType:5,065,494 +Null/Empty: null:5,065,494 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 5,065,494/5,069,813 (99.9%) +Types: NoneType:5,065,494 +Null/Empty: null:5,065,494 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 5,065,494/5,069,813 (99.9%) +Types: str:5,065,494 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2zc5x': 97 (0.0%) + 't5_2qh1i': 69 (0.0%) + 't5_2y6r4': 32 (0.0%) + 't5_2qh33': 30 (0.0%) + 't5_2rfxx': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 5,065,494/5,069,813 (99.9%) +Types: NoneType:5,065,494 +Null/Empty: null:5,065,494 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,319/5,069,813 (0.1%) +Types: NoneType:4,319 +Null/Empty: null:4,319 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,319/5,069,813 (0.1%) +Types: NoneType:4,319 +Null/Empty: null:4,319 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,319/5,069,813 (0.1%) +Types: bool:4,319 +Booleans: true:4,319 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,319/5,069,813 (0.1%) +Types: str:4,319 +String length avg: 53.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.onwardsranking.com': 7 (0.2%) + 'http://www.linkibl.com/reddit_early_access': 6 (0.1%) + 'http://enterthedangerousmind.com': 6 (0.1%) + 'https://itunes.apple.com/us/podcast/the-ball-out-g...': 5 (0.1%) + 'http://jotbox.me/': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,319/5,069,813 (0.1%) +Types: NoneType:4,319 +Null/Empty: null:4,319 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,319/5,069,813 (0.1%) +Types: str:4,319 +Null/Empty: empty_str:4,319 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,319/5,069,813 (0.1%) +Types: NoneType:4,319 +Null/Empty: null:4,319 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,319/5,069,813 (0.1%) +Types: NoneType:4,319 +Null/Empty: null:4,319 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,319/5,069,813 (0.1%) +Types: bool:4,319 +Booleans: true:151 (3.5%), false:4,168 (96.5%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 775/5,069,813 (0.0%) +Types: dict:775 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 775/5,069,813 (0.0%) +Types: str:775 +String length avg: 4.0 +Unique strings tracked: 4 +String values distribution: + 'self': 739 (95.4%) + 'link': 30 (3.9%) + 'rich:video': 4 (0.5%) + 'image': 2 (0.3%) + +================================================================================ + +================================================================================ +FILE: RS_2015-03.jsonl +Analysis Time: 2026-01-15 07:32:03 +================================================================================ +Total lines: 5,611,145 +Processed lines: 5,611,145 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 5,611,145/5,611,145 (100.0%) +Types: str:5,611,145 +String length avg: 53.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Here is why "nice guys" are lonely.': 3 (0.0%) + 'WSJ Praises "Waiter, Bartender Recovery" While 74%...': 2 (0.0%) + 'The last minute of Miller vs. Connery from CSGs pe...': 2 (0.0%) + 'How to Get Good at CS:GO - DeathMatch': 2 (0.0%) + 'November/December': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 5,611,145/5,611,145 (100.0%) +Types: dict:5,611,145 +Null/Empty: empty_obj:5,248,095 + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 5,611,145/5,611,145 (100.0%) +Types: int:5,611,145 +Numeric values: 5,611,145 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 5,611,145 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 5,611,145/5,611,145 (100.0%) +Types: str:5,611,141, NoneType:4 +Null/Empty: null:4 +String length avg: 25.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,469 (0.0%) + 'default': 1,370 (0.0%) + 'nsfw': 303 (0.0%) + 'http://a.thumbs.redditmedia.com/PDQadCzYX_x1bU3KrY...': 34 (0.0%) + 'http://b.thumbs.redditmedia.com/F5Dlgpq1h5abdtWE2Y...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 5,611,145/5,611,145 (100.0%) +Types: NoneType:5,590,534, str:20,611 +Null/Empty: null:5,590,534 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 20,597 (99.9%) + 'admin': 11 (0.1%) + 'special': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 5,611,145/5,611,145 (100.0%) +Types: str:5,611,145 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 320 (0.0%) + 'youtube.com': 164 (0.0%) + 'imgur.com': 156 (0.0%) + 'self.Fireteams': 88 (0.0%) + 'self.AskReddit': 67 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 5,611,145/5,611,145 (100.0%) +Types: bool:5,611,145 +Booleans: true:738 (0.0%), false:5,610,407 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 5,611,145/5,611,145 (100.0%) +Types: str:5,611,145 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1425168795': 9 (0.0%) + '1425168517': 8 (0.0%) + '1425168002': 7 (0.0%) + '1425168047': 7 (0.0%) + '1425168103': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 5,611,145/5,611,145 (100.0%) +Types: NoneType:4,630,325, str:980,820 +Null/Empty: null:4,630,325, empty_str:236,248 +String length avg: 20.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'this machine kills fascists': 25 (0.0%) + 'This user has not yet been verified.': 6 (0.0%) + 'You used to make your life a joke so people treate...': 6 (0.0%) + 'Fat Loss (Female)': 5 (0.0%) + 'Cutting (Male)': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 5,611,145/5,611,145 (100.0%) +Types: dict:5,611,145 +Null/Empty: empty_obj:5,084,323 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 5,611,145/5,611,145 (100.0%) +Types: int:5,611,145 +Numeric values: 5,611,145 total +Numeric range: min:0, max:18,701, avg:28.1 +Numeric std dev: 205.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 5,611,145/5,611,145 (100.0%) +Types: int:5,611,145 +Numeric values: 5,611,145 total +Numeric range: min:1,440,820,965, max:1,443,168,039, avg:1440850771.6 +Numeric std dev: 29251.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 5,611,145/5,611,145 (100.0%) +Types: str:5,611,145 +Null/Empty: empty_str:3,488,057 +String length avg: 608.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Psn HamBone21129': 2 (0.0%) + 'I'm looking for 'the one', y'know? They've gotta b...': 2 (0.0%) + 'What's up guys, I'm Josh from the Milk Runners pod...': 2 (0.0%) + 'The game/tournament is **[ON](https://i.imgur.com/...': 1 (0.0%) + 'A SteamBot successor is being worked on. + +However,...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 5,611,145/5,611,145 (100.0%) +Types: NoneType:5,084,323, dict:526,822 +Null/Empty: null:5,084,323 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 5,611,145/5,611,145 (100.0%) +Types: NoneType:4,489,026, str:1,122,119 +Null/Empty: null:4,489,026, empty_str:6,498 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 241 (0.0%) + 'Xbox One': 167 (0.0%) + 'Trade': 123 (0.0%) + 'Question': 89 (0.0%) + 'Discussion': 80 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 5,611,145/5,611,145 (100.0%) +Types: str:5,611,145 +String length avg: 67.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/GuessTheMovie/comments/2xiemq/meta_guess_the_mo...': 1 (0.0%) + '/r/playrust/comments/2xiemr/bow_headshot_11_sec/': 1 (0.0%) + '/r/GlobalOffensiveTrade/comments/2xiems/registrati...': 1 (0.0%) + '/r/smashbros/comments/2xiemt/project_m_graphics_ma...': 1 (0.0%) + '/r/thewalkingdead/comments/2xiemu/made_it_to_the_c...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 5,611,145/5,611,145 (100.0%) +Types: bool:5,611,145 +Booleans: true:2,732,687 (48.7%), false:2,878,458 (51.3%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 5,611,145/5,611,145 (100.0%) +Types: str:5,611,145 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 336 (0.0%) + 'AutoModerator': 23 (0.0%) + 'rotoreuters': 7 (0.0%) + 'arturh': 7 (0.0%) + 'raddit-bot': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 5,611,145/5,611,145 (100.0%) +Types: str:5,611,145 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_2xiemq': 1 (0.0%) + 't3_2xiemr': 1 (0.0%) + 't3_2xiems': 1 (0.0%) + 't3_2xiemt': 1 (0.0%) + 't3_2xiemu': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 5,611,145/5,611,145 (100.0%) +Types: NoneType:4,479,901, str:1,131,244 +Null/Empty: null:4,479,901, empty_str:69,558 +String length avg: 5.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 551 (0.1%) + '2': 412 (0.0%) + 'trade': 237 (0.0%) + 'discussion': 162 (0.0%) + 'meta': 143 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 5,611,145/5,611,145 (100.0%) +Types: int:5,611,145 +Numeric values: 5,611,145 total +Numeric range: min:0, max:14, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 14 +Top 5 numeric values: + 0: 5,607,247 (99.9%) + 1: 3,624 (0.1%) + 2: 198 (0.0%) + 3: 42 (0.0%) + 4: 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 5,611,145/5,611,145 (100.0%) +Types: bool:5,611,145 +Booleans: true:306,753 (5.5%), false:5,304,392 (94.5%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 5,611,145/5,611,145 (100.0%) +Types: str:5,611,145 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2xiemq': 1 (0.0%) + '2xiemr': 1 (0.0%) + '2xiems': 1 (0.0%) + '2xiemt': 1 (0.0%) + '2xiemu': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 5,611,145/5,611,145 (100.0%) +Types: int:5,611,145 +Numeric values: 5,611,145 total +Numeric range: min:-2, max:38,395, avg:9.2 +Numeric std dev: 81.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 5,611,145/5,611,145 (100.0%) +Types: NoneType:4,686,687, str:924,458 +Null/Empty: null:4,686,687, empty_str:154,880 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ideology-flair': 28 (0.0%) + 'PS4': 26 (0.0%) + 'default': 16 (0.0%) + 'Camera': 11 (0.0%) + 'One': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 5,611,145/5,611,145 (100.0%) +Types: bool:5,611,145 +Booleans: true:0 (0.0%), false:5,611,145 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 5,611,145/5,611,145 (100.0%) +Types: bool:5,611,145 +Booleans: true:426,330 (7.6%), false:5,184,815 (92.4%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 5,611,145/5,611,145 (100.0%) +Types: int:5,611,145 +Numeric values: 5,611,145 total +Numeric range: min:0, max:18,701, avg:28.1 +Numeric std dev: 205.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 5,611,145/5,611,145 (100.0%) +Types: bool:5,306,377, int:304,768 +Booleans: true:0 (0.0%), false:5,306,377 (100.0%) +Numeric values: 304,768 total +Numeric range: min:1,425,168,154, max:1,440,871,974, avg:1426698063.9 +Numeric std dev: 1332685.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 5,611,145/5,611,145 (100.0%) +Types: bool:5,611,145 +Booleans: true:0 (0.0%), false:5,611,145 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 5,611,145/5,611,145 (100.0%) +Types: bool:5,611,145 +Booleans: true:0 (0.0%), false:5,611,145 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 5,611,145/5,611,145 (100.0%) +Types: NoneType:5,248,095, dict:363,050 +Null/Empty: null:5,248,095 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 5,611,145/5,611,145 (100.0%) +Types: str:5,611,145 +String length avg: 72.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.thefrumps.com/comic/2014/04/30/nice-guy...': 3 (0.0%) + 'http://www.zerohedge.com/news/2015-02-28/wsj-prais...': 2 (0.0%) + 'http://i.imgur.com/rVeTbck.jpg': 2 (0.0%) + 'https://www.youtube.com/watch?v=ImAfB2O1wGg&fe...': 2 (0.0%) + 'https://www.youtube.com/watch?v=CDZAlAFtxuY': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 5,611,145/5,611,145 (100.0%) +Types: int:5,611,145 +Numeric values: 5,611,145 total +Numeric range: min:1,425,168,000, max:1,427,849,999, avg:1426518239.3 +Numeric std dev: 776079.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 5,606,805/5,611,145 (99.9%) +Types: str:5,606,805 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Fireteams': 66 (0.0%) + 'AskReddit': 48 (0.0%) + 'funny': 37 (0.0%) + 'leagueoflegends': 29 (0.0%) + 'GlobalOffensiveTrade': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 5,606,805/5,611,145 (99.9%) +Types: NoneType:5,606,805 +Null/Empty: null:5,606,805 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 5,606,805/5,611,145 (99.9%) +Types: NoneType:5,606,805 +Null/Empty: null:5,606,805 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 5,606,805/5,611,145 (99.9%) +Types: str:5,606,805 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2zc5x': 66 (0.0%) + 't5_2qh1i': 48 (0.0%) + 't5_2qh33': 37 (0.0%) + 't5_2rfxx': 29 (0.0%) + 't5_2y6r4': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 5,606,805/5,611,145 (99.9%) +Types: NoneType:5,606,805 +Null/Empty: null:5,606,805 + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 761,840/5,611,145 (13.6%) +Types: dict:761,840 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 761,840/5,611,145 (13.6%) +Types: str:761,840 +String length avg: 5.1 +Unique strings tracked: 5 +String values distribution: + 'link': 521,238 (68.4%) + 'image': 120,953 (15.9%) + 'rich:video': 117,777 (15.5%) + 'self': 1,684 (0.2%) + 'video': 188 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,340/5,611,145 (0.1%) +Types: bool:4,340 +Booleans: true:140 (3.2%), false:4,200 (96.8%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,340/5,611,145 (0.1%) +Types: NoneType:4,340 +Null/Empty: null:4,340 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,340/5,611,145 (0.1%) +Types: NoneType:4,340 +Null/Empty: null:4,340 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,340/5,611,145 (0.1%) +Types: str:4,340 +Null/Empty: empty_str:4,338 +String length avg: 68.0 +Unique strings tracked: 2 +String values distribution: + 'http://b.thumbs.redditmedia.com/imWzJjeTxcoXvJSb3u...': 1 (50.0%) + 'http://www.redditstatic.com/sprite-reddit.EMWQffWt...': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,340/5,611,145 (0.1%) +Types: str:4,340 +String length avg: 52.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://FlexPVC.com': 9 (0.2%) + 'http://www.goworx.com/product/the-original-handle/': 5 (0.1%) + 'http://www.google.com': 5 (0.1%) + 'https://www.reddit.com/r/WTF_Facts/': 5 (0.1%) + 'http://store.steampowered.com/app/337070': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,340/5,611,145 (0.1%) +Types: NoneType:4,340 +Null/Empty: null:4,340 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,340/5,611,145 (0.1%) +Types: NoneType:4,340 +Null/Empty: null:4,340 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,340/5,611,145 (0.1%) +Types: bool:4,340 +Booleans: true:4,340 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,340/5,611,145 (0.1%) +Types: NoneType:4,340 +Null/Empty: null:4,340 + +================================================================================ + +================================================================================ +FILE: RS_2015-04.jsonl +Analysis Time: 2026-01-15 07:37:22 +================================================================================ +Total lines: 5,605,306 +Processed lines: 5,605,306 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 5,605,306/5,605,306 (100.0%) +Types: str:5,605,305, NoneType:1 +Null/Empty: null:1 +String length avg: 24.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,489 (0.0%) + 'default': 1,365 (0.0%) + 'nsfw': 413 (0.0%) + 'http://a.thumbs.redditmedia.com/PDQadCzYX_x1bU3KrY...': 37 (0.0%) + 'http://b.thumbs.redditmedia.com/kC4yC_Qj8dQbDMjpUx...': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 5,605,306/5,605,306 (100.0%) +Types: int:5,605,306 +Numeric values: 5,605,306 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 5,605,306 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 5,605,306/5,605,306 (100.0%) +Types: NoneType:5,582,776, str:22,530 +Null/Empty: null:5,582,776 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 22,460 (99.7%) + 'admin': 67 (0.3%) + 'special': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 5,605,306/5,605,306 (100.0%) +Types: dict:5,605,306 +Null/Empty: empty_obj:5,265,815 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 5,605,306/5,605,306 (100.0%) +Types: str:5,605,306 +String length avg: 53.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'me irl': 3 (0.0%) + 'March/April': 2 (0.0%) + 'I need no speedboat': 2 (0.0%) + '[PS4] LF1M Nightfall': 2 (0.0%) + 'Welcome to the Challenger Series Spring Playoffs': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 5,605,306/5,605,306 (100.0%) +Types: NoneType:4,573,829, str:1,031,477 +Null/Empty: null:4,573,829, empty_str:242,740 +String length avg: 19.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'this machine kills fascists': 55 (0.0%) + 'Frequent Contributor': 16 (0.0%) + 'Contributor': 12 (0.0%) + 'The Global Elite': 6 (0.0%) + 'Haruhi ruined my life.': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 5,605,306/5,605,306 (100.0%) +Types: str:5,605,306 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1427846952': 10 (0.0%) + '1427847028': 10 (0.0%) + '1427846414': 9 (0.0%) + '1427846723': 9 (0.0%) + '1427847160': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 5,605,306/5,605,306 (100.0%) +Types: dict:5,605,306 +Null/Empty: empty_obj:5,103,825 + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 5,605,306/5,605,306 (100.0%) +Types: bool:5,605,306 +Booleans: true:751 (0.0%), false:5,604,555 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 5,605,306/5,605,306 (100.0%) +Types: str:5,605,306 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 214 (0.0%) + 'i.imgur.com': 175 (0.0%) + 'youtube.com': 151 (0.0%) + 'self.Fireteams': 122 (0.0%) + 'self.AskReddit': 69 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 5,605,306/5,605,306 (100.0%) +Types: str:5,605,306 +Null/Empty: empty_str:3,484,921 +String length avg: 623.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '?': 2 (0.0%) + ' ': 2 (0.0%) + 'The Negative One won against Disasterpiece 31 - 25...': 1 (0.0%) + 'I´m currently studying Mechanical engineering and ...': 1 (0.0%) + 'Hey guys! So I was doing a bit of research and I d...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 5,605,306/5,605,306 (100.0%) +Types: NoneType:5,103,825, dict:501,481 +Null/Empty: null:5,103,825 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 5,605,306/5,605,306 (100.0%) +Types: int:5,605,306 +Numeric values: 5,605,306 total +Numeric range: min:0, max:25,825, avg:27.6 +Numeric std dev: 203.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 5,605,306/5,605,306 (100.0%) +Types: int:5,605,306 +Numeric values: 5,605,306 total +Numeric range: min:1,440,761,789, max:1,443,168,024, avg:1440792905.8 +Numeric std dev: 63199.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 5,605,306/5,605,306 (100.0%) +Types: NoneType:4,478,755, str:1,126,551 +Null/Empty: null:4,478,755, empty_str:31,143 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 281 (0.0%) + 'Xbox One': 204 (0.0%) + 'Question': 73 (0.0%) + 'Discussion': 73 (0.0%) + 'April Fools': 62 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 5,605,306/5,605,306 (100.0%) +Types: str:5,605,306 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/PictureChallenge/comments/30znqb/214_end_of_the...': 1 (0.0%) + '/r/DnB/comments/30znqc/solillaquists_of_sound_mark...': 1 (0.0%) + '/r/Slipknot/comments/30znqd/song_matchup_28_libera...': 1 (0.0%) + '/r/fea/comments/30znqe/collage_level_fema/': 1 (0.0%) + '/r/OhCumOn/comments/30znqf/challenge_come_in_or_on...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 5,605,306/5,605,306 (100.0%) +Types: str:5,605,306 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 301 (0.0%) + 'PoliticBot': 19 (0.0%) + 'AutoModerator': 16 (0.0%) + 'raddit-bot': 11 (0.0%) + 'rotoreuters': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 5,605,306/5,605,306 (100.0%) +Types: bool:5,605,306 +Booleans: true:2,734,682 (48.8%), false:2,870,624 (51.2%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 5,605,306/5,605,306 (100.0%) +Types: int:5,605,306 +Numeric values: 5,605,306 total +Numeric range: min:-78, max:34,949, avg:9.2 +Numeric std dev: 87.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 5,605,306/5,605,306 (100.0%) +Types: NoneType:4,627,136, str:978,170 +Null/Empty: null:4,627,136, empty_str:149,893 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ideology-flair': 57 (0.0%) + 'PS4': 35 (0.0%) + 'default': 26 (0.0%) + 'contributor': 26 (0.0%) + 'flair-default': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 5,605,306/5,605,306 (100.0%) +Types: bool:5,605,306 +Booleans: true:451,962 (8.1%), false:5,153,344 (91.9%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 5,605,306/5,605,306 (100.0%) +Types: bool:5,605,306 +Booleans: true:0 (0.0%), false:5,605,306 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 5,605,306/5,605,306 (100.0%) +Types: int:5,605,306 +Numeric values: 5,605,306 total +Numeric range: min:0, max:15, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 5,601,253 (99.9%) + 1: 3,769 (0.1%) + 2: 191 (0.0%) + 3: 50 (0.0%) + 4: 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 5,605,306/5,605,306 (100.0%) +Types: NoneType:4,466,093, str:1,139,213 +Null/Empty: null:4,466,093, empty_str:69,722 +String length avg: 5.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 613 (0.1%) + '2': 451 (0.0%) + 'removed': 200 (0.0%) + 'discussion': 186 (0.0%) + 'april fools': 150 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 5,605,306/5,605,306 (100.0%) +Types: str:5,605,306 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_30znqb': 1 (0.0%) + 't3_30znqc': 1 (0.0%) + 't3_30znqd': 1 (0.0%) + 't3_30znqe': 1 (0.0%) + 't3_30znqf': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 5,605,306/5,605,306 (100.0%) +Types: bool:5,605,306 +Booleans: true:0 (0.0%), false:5,605,306 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 5,605,306/5,605,306 (100.0%) +Types: str:5,605,306 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '30znqb': 1 (0.0%) + '30znqc': 1 (0.0%) + '30znqd': 1 (0.0%) + '30znqe': 1 (0.0%) + '30znqf': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 5,605,306/5,605,306 (100.0%) +Types: bool:5,303,714, int:301,592 +Booleans: true:0 (0.0%), false:5,303,714 (100.0%) +Numeric values: 301,592 total +Numeric range: min:1,427,846,671, max:1,440,811,589, avg:1429290945.2 +Numeric std dev: 1142537.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 5,605,306/5,605,306 (100.0%) +Types: int:5,605,306 +Numeric values: 5,605,306 total +Numeric range: min:0, max:25,825, avg:27.6 +Numeric std dev: 203.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 5,605,306/5,605,306 (100.0%) +Types: bool:5,605,306 +Booleans: true:0 (0.0%), false:5,605,306 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 5,605,306/5,605,306 (100.0%) +Types: int:5,605,306 +Numeric values: 5,605,306 total +Numeric range: min:1,427,850,000, max:1,430,441,999, avg:1429141759.3 +Numeric std dev: 757036.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 5,605,306/5,605,306 (100.0%) +Types: NoneType:5,265,815, dict:339,491 +Null/Empty: null:5,265,815 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 5,605,306/5,605,306 (100.0%) +Types: str:5,605,306 +String length avg: 72.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=-QeLY7Jwwo0': 2 (0.0%) + 'http://na.lolesports.com/articles/welcome-challeng...': 2 (0.0%) + 'https://www.youtube.com/watch?v=-U3t4bQyx4k': 2 (0.0%) + 'http://i.imgur.com/IJMY0gS.jpg': 2 (0.0%) + 'https://www.youtube.com/watch?v=KsH63qJlIMM': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 5,605,306/5,605,306 (100.0%) +Types: bool:5,605,306 +Booleans: true:0 (0.0%), false:5,605,306 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 5,600,867/5,605,306 (99.9%) +Types: str:5,600,867 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Fireteams': 105 (0.0%) + 'AskReddit': 52 (0.0%) + 'funny': 32 (0.0%) + 'pics': 30 (0.0%) + 'videos': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 5,600,867/5,605,306 (99.9%) +Types: NoneType:5,600,867 +Null/Empty: null:5,600,867 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 5,600,867/5,605,306 (99.9%) +Types: NoneType:5,600,867 +Null/Empty: null:5,600,867 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 5,600,867/5,605,306 (99.9%) +Types: str:5,600,867 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2zc5x': 105 (0.0%) + 't5_2qh1i': 52 (0.0%) + 't5_2qh33': 32 (0.0%) + 't5_2qh0u': 30 (0.0%) + 't5_2qh1e': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 5,600,867/5,605,306 (99.9%) +Types: NoneType:5,600,867 +Null/Empty: null:5,600,867 + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,686,378/5,605,306 (30.1%) +Types: dict:1,686,378 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,686,378/5,605,306 (30.1%) +Types: str:1,686,378 +String length avg: 5.0 +Unique strings tracked: 5 +String values distribution: + 'link': 1,009,321 (59.9%) + 'image': 234,474 (13.9%) + 'rich:video': 229,164 (13.6%) + 'self': 213,399 (12.7%) + 'video': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,439/5,605,306 (0.1%) +Types: NoneType:4,435, str:4 +Null/Empty: null:4,435 +String length avg: 51.8 +Unique strings tracked: 4 +String values distribution: + 'https://www.yahoo.com': 1 (25.0%) + 'https://ad.doubleclick.net/adj/N5621.131843REDDIT....': 1 (25.0%) + 'https://ad.atdmt.com/i/img;p=11087202490962;a=1108...': 1 (25.0%) + 'https://www.google.com/': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,439/5,605,306 (0.1%) +Types: NoneType:4,439 +Null/Empty: null:4,439 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,439/5,605,306 (0.1%) +Types: str:4,439 +String length avg: 52.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://shop.weedmaps.com/': 8 (0.2%) + 'http://www.bigbitchcomics.com': 7 (0.2%) + 'http://www.kinglybeards.com': 4 (0.1%) + 'http://www.surviveinthewildcasting.com': 4 (0.1%) + 'https://suna.e-sim.org/lan.239773/': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,439/5,605,306 (0.1%) +Types: NoneType:4,439 +Null/Empty: null:4,439 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,439/5,605,306 (0.1%) +Types: bool:4,439 +Booleans: true:4,439 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,439/5,605,306 (0.1%) +Types: str:4,439 +Null/Empty: empty_str:4,436 +String length avg: 79.0 +Unique strings tracked: 2 +String values distribution: + 'http://b.thumbs.redditmedia.com/SCo1i5u0fbedXa5bi6...': 2 (66.7%) + 'http://b.thumbs.redditmedia.com/IgJrROcyIv-EfgNY9p...': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,439/5,605,306 (0.1%) +Types: NoneType:4,438, str:1 +Null/Empty: null:4,438 +String length avg: 22.0 +Unique strings tracked: 1 +String values distribution: + 'https://www.yahoo.com/': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,439/5,605,306 (0.1%) +Types: NoneType:4,439 +Null/Empty: null:4,439 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,439/5,605,306 (0.1%) +Types: bool:4,439 +Booleans: true:208 (4.7%), false:4,231 (95.3%) + +================================================================================ + +================================================================================ +FILE: RS_2015-05.jsonl +Analysis Time: 2026-01-15 07:43:10 +================================================================================ +Total lines: 5,757,886 +Processed lines: 5,757,886 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 5,757,886/5,757,886 (100.0%) +Types: str:5,757,886 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/asoiaf/comments/34gmv4/spoilers_all_dany_and_he...': 1 (0.0%) + '/r/movies/comments/34gmv5/my_friend_wants_to_be_th...': 1 (0.0%) + '/r/AskReddit/comments/34gmv6/reddit_how_would_you_...': 1 (0.0%) + '/r/ClashOfClans/comments/34gmv7/raidth10s_hows_the...': 1 (0.0%) + '/r/pittsburgh/comments/34gmv8/places_to_watch_mayw...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 5,757,886/5,757,886 (100.0%) +Types: NoneType:4,399,891, str:1,357,995 +Null/Empty: null:4,399,891, empty_str:33,069 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 230 (0.0%) + 'Xbox One': 168 (0.0%) + 'Trade': 113 (0.0%) + 'Discussion': 99 (0.0%) + 'Question': 93 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 5,757,886/5,757,886 (100.0%) +Types: int:5,757,886 +Numeric values: 5,757,886 total +Numeric range: min:1,440,701,267, max:1,443,167,538, avg:1440731826.5 +Numeric std dev: 34066.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 5,757,886/5,757,886 (100.0%) +Types: int:5,757,886 +Numeric values: 5,757,886 total +Numeric range: min:0, max:11,369, avg:26.8 +Numeric std dev: 201.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 5,757,886/5,757,886 (100.0%) +Types: NoneType:5,264,637, dict:493,249 +Null/Empty: null:5,264,637 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 5,757,886/5,757,886 (100.0%) +Types: str:5,757,886 +Null/Empty: empty_str:3,574,558 +String length avg: 717.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + ' ': 3 (0.0%) + 'Please use this thread to suggest new features, si...': 2 (0.0%) + 'This was automatically posted.': 2 (0.0%) + 'leggo': 2 (0.0%) + 'Is it worth farming in silver-crystal?': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 5,757,886/5,757,886 (100.0%) +Types: bool:5,757,886 +Booleans: true:765 (0.0%), false:5,757,121 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 5,757,886/5,757,886 (100.0%) +Types: str:5,757,886 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 252 (0.0%) + 'youtube.com': 161 (0.0%) + 'i.imgur.com': 152 (0.0%) + 'self.AskReddit': 64 (0.0%) + 'self.Fireteams': 55 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 5,757,886/5,757,886 (100.0%) +Types: dict:5,757,886 +Null/Empty: empty_obj:5,264,637 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 5,757,886/5,757,886 (100.0%) +Types: NoneType:4,766,920, str:990,966 +Null/Empty: null:4,766,920, empty_str:242,661 +String length avg: 20.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'this machine kills fascists': 13 (0.0%) + 'NFL': 8 (0.0%) + 'non presser': 8 (0.0%) + 'Unverified Male': 7 (0.0%) + 'Patriots': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 5,757,886/5,757,886 (100.0%) +Types: str:5,757,886 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1430439251': 10 (0.0%) + '1430439180': 9 (0.0%) + '1430438437': 8 (0.0%) + '1430438546': 8 (0.0%) + '1430438791': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 5,757,886/5,757,886 (100.0%) +Types: dict:5,757,886 +Null/Empty: empty_obj:5,433,754 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 5,757,886/5,757,886 (100.0%) +Types: str:5,757,886 +String length avg: 54.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Super Smash Bros. for Nintendo Wii U {Challengers ...': 3 (0.0%) + 'me irl': 3 (0.0%) + ''Islamist attack' thwarted in Germany, official sa...': 3 (0.0%) + 'tyttmk': 2 (0.0%) + 'Jennifer Morrison': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 5,757,886/5,757,886 (100.0%) +Types: NoneType:5,736,302, str:21,584 +Null/Empty: null:5,736,302 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 21,533 (99.8%) + 'admin': 51 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 5,757,886/5,757,886 (100.0%) +Types: str:5,757,882, NoneType:4 +Null/Empty: null:4 +String length avg: 23.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,503 (0.0%) + 'default': 1,345 (0.0%) + 'nsfw': 318 (0.0%) + 'http://a.thumbs.redditmedia.com/PDQadCzYX_x1bU3KrY...': 35 (0.0%) + 'http://b.thumbs.redditmedia.com/LnQa60JIWRtR-WsN1E...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 5,757,886/5,757,886 (100.0%) +Types: int:5,757,886 +Numeric values: 5,757,886 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 5,757,886 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 5,757,886/5,757,886 (100.0%) +Types: bool:5,757,886 +Booleans: true:0 (0.0%), false:5,757,886 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 5,757,886/5,757,886 (100.0%) +Types: int:5,757,886 +Numeric values: 5,757,886 total +Numeric range: min:1,430,442,000, max:1,433,120,399, avg:1431820885.0 +Numeric std dev: 773221.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 5,757,886/5,757,886 (100.0%) +Types: str:5,757,886 +String length avg: 74.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://youtu.be/NOobRXTS5zc': 3 (0.0%) + 'http://www.cnn.com/2015/04/30/europe/germany-terro...': 3 (0.0%) + 'http://www.publicintegrity.org/2015/04/29/17254/bi...': 2 (0.0%) + 'http://www.digitaljournal.com/science/nasa-may-hav...': 2 (0.0%) + 'http://i.imgur.com/eDs1bkd.webm': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 5,757,886/5,757,886 (100.0%) +Types: NoneType:5,433,754, dict:324,132 +Null/Empty: null:5,433,754 + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 5,757,886/5,757,886 (100.0%) +Types: bool:5,757,886 +Booleans: true:0 (0.0%), false:5,757,886 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 5,757,886/5,757,886 (100.0%) +Types: int:5,757,886 +Numeric values: 5,757,886 total +Numeric range: min:0, max:11,369, avg:26.8 +Numeric std dev: 201.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 5,757,886/5,757,886 (100.0%) +Types: bool:5,454,547, int:303,339 +Booleans: true:0 (0.0%), false:5,454,547 (100.0%) +Numeric values: 303,339 total +Numeric range: min:1,430,438,698, max:1,440,746,123, avg:1431924163.4 +Numeric std dev: 1029866.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 5,757,886/5,757,886 (100.0%) +Types: bool:5,757,886 +Booleans: true:0 (0.0%), false:5,757,886 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 5,757,886/5,757,886 (100.0%) +Types: str:5,757,886 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '34gmv4': 1 (0.0%) + '34gmv5': 1 (0.0%) + '34gmv6': 1 (0.0%) + '34gmv7': 1 (0.0%) + '34gmv8': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 5,757,886/5,757,886 (100.0%) +Types: int:5,757,886 +Numeric values: 5,757,886 total +Numeric range: min:0, max:22, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 5,754,148 (99.9%) + 1: 3,477 (0.1%) + 2: 179 (0.0%) + 3: 54 (0.0%) + 4: 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 5,757,886/5,757,886 (100.0%) +Types: NoneType:4,397,396, str:1,360,490 +Null/Empty: null:4,397,396, empty_str:285,324 +String length avg: 5.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 369 (0.0%) + '2': 269 (0.0%) + 'trade': 193 (0.0%) + 'discussion': 134 (0.0%) + 'question': 116 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 5,757,886/5,757,886 (100.0%) +Types: str:5,757,886 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_34gmv4': 1 (0.0%) + 't3_34gmv5': 1 (0.0%) + 't3_34gmv6': 1 (0.0%) + 't3_34gmv7': 1 (0.0%) + 't3_34gmv8': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 5,757,886/5,757,886 (100.0%) +Types: bool:5,757,886 +Booleans: true:489,195 (8.5%), false:5,268,691 (91.5%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 5,757,886/5,757,886 (100.0%) +Types: bool:5,757,886 +Booleans: true:0 (0.0%), false:5,757,886 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 5,757,886/5,757,886 (100.0%) +Types: NoneType:4,833,116, str:924,770 +Null/Empty: null:4,833,116, empty_str:145,901 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'NFLRaiders': 21 (0.0%) + 'PS4': 20 (0.0%) + 'default': 16 (0.0%) + 'ideology-flair': 14 (0.0%) + 'Camera': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 5,757,886/5,757,886 (100.0%) +Types: int:5,757,886 +Numeric values: 5,757,886 total +Numeric range: min:-45, max:33,724, avg:8.9 +Numeric std dev: 82.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 5,757,886/5,757,886 (100.0%) +Types: bool:5,757,886 +Booleans: true:2,820,749 (49.0%), false:2,937,137 (51.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 5,757,886/5,757,886 (100.0%) +Types: str:5,757,886 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 273 (0.0%) + 'AutoModerator': 28 (0.0%) + 'baindaily': 10 (0.0%) + 'raddit-bot': 7 (0.0%) + 'arturh': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 5,753,124/5,757,886 (99.9%) +Types: str:5,753,124 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 48 (0.0%) + 'Fireteams': 37 (0.0%) + 'funny': 26 (0.0%) + 'videos': 21 (0.0%) + 'GlobalOffensiveTrade': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 5,753,124/5,757,886 (99.9%) +Types: NoneType:5,753,124 +Null/Empty: null:5,753,124 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 5,753,124/5,757,886 (99.9%) +Types: str:5,753,124 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 48 (0.0%) + 't5_2zc5x': 37 (0.0%) + 't5_2qh33': 26 (0.0%) + 't5_2qh1e': 21 (0.0%) + 't5_2y6r4': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 5,753,124/5,757,886 (99.9%) +Types: NoneType:5,753,124 +Null/Empty: null:5,753,124 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 5,753,124/5,757,886 (99.9%) +Types: NoneType:5,753,124 +Null/Empty: null:5,753,124 + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,716,730/5,757,886 (29.8%) +Types: dict:1,716,730 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,716,730/5,757,886 (29.8%) +Types: str:1,716,730 +String length avg: 4.9 +Unique strings tracked: 5 +String values distribution: + 'link': 975,411 (56.8%) + 'self': 299,252 (17.4%) + 'image': 223,022 (13.0%) + 'rich:video': 218,966 (12.8%) + 'video': 79 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,762/5,757,886 (0.1%) +Types: bool:4,762 +Booleans: true:166 (3.5%), false:4,596 (96.5%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,762/5,757,886 (0.1%) +Types: NoneType:4,762 +Null/Empty: null:4,762 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,762/5,757,886 (0.1%) +Types: NoneType:4,759, str:3 +Null/Empty: null:4,759 +String length avg: 17.7 +Unique strings tracked: 3 +String values distribution: + 'https://ebay.com': 1 (33.3%) + 'http://zeantsoi.com': 1 (33.3%) + 'https://google.com': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,762/5,757,886 (0.1%) +Types: str:4,762 +Null/Empty: empty_str:4,756 +String length avg: 79.0 +Unique strings tracked: 6 +String values distribution: + 'http://b.thumbs.redditmedia.com/RGxQR64FNXjVj0dOVa...': 1 (16.7%) + 'http://b.thumbs.redditmedia.com/bmlvygpJu1W5sWPvRx...': 1 (16.7%) + 'http://b.thumbs.redditmedia.com/LfCVjsCYJXB3YIYKjd...': 1 (16.7%) + 'http://b.thumbs.redditmedia.com/CWwEXsfEz8Hqr1m6Sp...': 1 (16.7%) + 'http://b.thumbs.redditmedia.com/IOKRB5Enm3vIhOC9w4...': 1 (16.7%) + 'http://a.thumbs.redditmedia.com/42iMNNli894kgYiXbb...': 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,762/5,757,886 (0.1%) +Types: NoneType:4,762 +Null/Empty: null:4,762 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,762/5,757,886 (0.1%) +Types: bool:4,762 +Booleans: true:4,762 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,762/5,757,886 (0.1%) +Types: NoneType:4,762 +Null/Empty: null:4,762 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,762/5,757,886 (0.1%) +Types: str:4,762 +String length avg: 51.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.jmbullion.com/': 7 (0.1%) + 'https://www.kickstarter.com/projects/1469593941/13...': 6 (0.1%) + 'https://www.udemy.com/cisco-ccna-200-120-course/?c...': 6 (0.1%) + 'http://www.voloe.com': 5 (0.1%) + 'https://www.tipdoff.com/?r=reddit1': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,762/5,757,886 (0.1%) +Types: NoneType:4,757, str:5 +Null/Empty: null:4,757 +String length avg: 65.0 +Unique strings tracked: 4 +String values distribution: + 'https://google.com': 2 (40.0%) + 'https://yahoo.com': 1 (20.0%) + 'http://bs.serving-sys.com/BurstingPipe/adServer.bs...': 1 (20.0%) + 'http://bs.serving-sys.com/BurstingPipe/adServer.bs...': 1 (20.0%) + +================================================================================ + +================================================================================ +FILE: RS_2015-06.jsonl +Analysis Time: 2026-01-15 07:49:06 +================================================================================ +Total lines: 5,948,530 +Processed lines: 5,948,530 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 5,948,530/5,948,530 (100.0%) +Types: int:5,948,530 +Numeric values: 5,948,530 total +Numeric range: min:0, max:14,966, avg:26.0 +Numeric std dev: 199.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 5,948,530/5,948,530 (100.0%) +Types: int:5,948,530 +Numeric values: 5,948,530 total +Numeric range: min:1,440,638,817, max:1,443,167,379, avg:1440671126.7 +Numeric std dev: 56538.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 5,948,530/5,948,530 (100.0%) +Types: str:5,948,530 +Null/Empty: empty_str:3,580,386 +String length avg: 978.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'This was automatically posted': 2 (0.0%) + 'Please use this thread to suggest new features, si...': 2 (0.0%) + 'http://cineview.me/vidbull.php?url=by5g5fr9d9he': 2 (0.0%) + 'So I got a $20 wallet giftcard, and I decided to b...': 1 (0.0%) + 'Your daughter/son lives a normal, peaceful live. S...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 5,948,530/5,948,530 (100.0%) +Types: NoneType:5,362,621, dict:585,909 +Null/Empty: null:5,362,621 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 5,948,530/5,948,530 (100.0%) +Types: NoneType:4,474,814, str:1,473,716 +Null/Empty: null:4,474,814, empty_str:39,474 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 253 (0.0%) + 'Xbox One': 169 (0.0%) + 'Trade': 77 (0.0%) + 'Question': 68 (0.0%) + 'Discussion': 61 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 5,948,530/5,948,530 (100.0%) +Types: str:5,948,530 +String length avg: 67.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/GlobalOffensive/comments/380nz6/this_seriously_...': 1 (0.0%) + '/r/GonewildPorn/comments/380nz7/at_work_bad_girl_f...': 1 (0.0%) + '/r/MealPrepSunday/comments/380nz8/my_first_foray_i...': 1 (0.0%) + '/r/DebateReligion/comments/380nz9/christians_would...': 1 (0.0%) + '/r/australia/comments/380nza/feel_the_power_of_can...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 5,948,530/5,948,530 (100.0%) +Types: str:5,948,530 +String length avg: 54.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'This OS Almost Made Apple an Entirely Different Co...': 5 (0.0%) + 'United States of America: "Ultra wide version of t...': 3 (0.0%) + 'Sophie Turner': 2 (0.0%) + 'me irl': 2 (0.0%) + '2012-2017 DIA Defense Intelligence Agency Strategy...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 5,948,530/5,948,530 (100.0%) +Types: dict:5,948,530 +Null/Empty: empty_obj:5,504,611 + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 5,948,530/5,948,530 (100.0%) +Types: int:5,948,530 +Numeric values: 5,948,530 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 5,948,530 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 5,948,530/5,948,530 (100.0%) +Types: str:5,948,528, NoneType:2 +Null/Empty: null:2 +String length avg: 23.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,857 (0.0%) + 'default': 1,524 (0.0%) + 'nsfw': 316 (0.0%) + 'http://a.thumbs.redditmedia.com/PDQadCzYX_x1bU3KrY...': 21 (0.0%) + 'http://b.thumbs.redditmedia.com/hA0FTfd4IXEWuQOTfS...': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 5,948,530/5,948,530 (100.0%) +Types: NoneType:5,926,704, str:21,826 +Null/Empty: null:5,926,704 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 21,789 (99.8%) + 'admin': 37 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 5,948,530/5,948,530 (100.0%) +Types: str:5,948,530 +String length avg: 14.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 238 (0.0%) + 'i.imgur.com': 139 (0.0%) + 'youtube.com': 122 (0.0%) + 'self.Fireteams': 118 (0.0%) + 'us.reddit.com': 89 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 5,948,530/5,948,530 (100.0%) +Types: bool:5,948,530 +Booleans: true:805 (0.0%), false:5,947,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 5,948,530/5,948,530 (100.0%) +Types: str:5,948,530 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1433116807': 10 (0.0%) + '1433116925': 9 (0.0%) + '1433117040': 9 (0.0%) + '1433116952': 8 (0.0%) + '1433117824': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 5,948,530/5,948,530 (100.0%) +Types: NoneType:4,955,398, str:993,132 +Null/Empty: null:4,955,398, empty_str:231,369 +String length avg: 21.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Distinguished Master Guardian': 7 (0.0%) + 'verified': 7 (0.0%) + 'NNID:': 7 (0.0%) + 'Verified!': 5 (0.0%) + 'VAN - NHL': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 5,948,530/5,948,530 (100.0%) +Types: dict:5,948,530 +Null/Empty: empty_obj:5,362,621 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 5,948,530/5,948,530 (100.0%) +Types: int:5,948,530 +Numeric values: 5,948,530 total +Numeric range: min:0, max:14,966, avg:26.0 +Numeric std dev: 199.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 5,948,530/5,948,530 (100.0%) +Types: bool:5,635,091, int:313,439 +Booleans: true:0 (0.0%), false:5,635,091 (100.0%) +Numeric values: 313,439 total +Numeric range: min:1,433,117,132, max:1,441,217,918, avg:1434515183.4 +Numeric std dev: 893471.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 5,948,530/5,948,530 (100.0%) +Types: bool:5,948,530 +Booleans: true:0 (0.0%), false:5,948,530 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 5,948,530/5,948,530 (100.0%) +Types: bool:5,948,530 +Booleans: true:0 (0.0%), false:5,948,530 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 5,948,530/5,948,530 (100.0%) +Types: str:5,948,530 +String length avg: 75.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.wired.com/2015/05/os-almost-made-apple-...': 5 (0.0%) + 'http://acadiaonmymind.com/2015/05/spring-blossoms-...': 3 (0.0%) + 'http://i.imgur.com/WP7deNH.jpg': 2 (0.0%) + 'https://drscdn.500px.org/photo/110516801/m%3D2048/...': 2 (0.0%) + 'http://www.liveleak.com/view?i=425_1433059222': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 5,948,530/5,948,530 (100.0%) +Types: NoneType:5,504,611, dict:443,919 +Null/Empty: null:5,504,611 + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 5,948,530/5,948,530 (100.0%) +Types: int:5,948,530 +Numeric values: 5,948,530 total +Numeric range: min:1,433,120,400, max:1,435,712,399, avg:1434363865.4 +Numeric std dev: 756574.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 5,948,530/5,948,530 (100.0%) +Types: bool:5,948,530 +Booleans: true:3,025,102 (50.9%), false:2,923,428 (49.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 5,948,530/5,948,530 (100.0%) +Types: str:5,948,530 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 252 (0.0%) + 'AutoModerator': 54 (0.0%) + 'PM_ME_UR_COMPLAINTS': 27 (0.0%) + 'imcerdyful': 10 (0.0%) + 'pelkinglasol': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 5,948,530/5,948,530 (100.0%) +Types: str:5,948,530 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_380nz6': 1 (0.0%) + 't3_380nz7': 1 (0.0%) + 't3_380nz8': 1 (0.0%) + 't3_380nz9': 1 (0.0%) + 't3_380nza': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 5,948,530/5,948,530 (100.0%) +Types: NoneType:4,478,822, str:1,469,708 +Null/Empty: null:4,478,822, empty_str:383,630 +String length avg: 5.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 747 (0.1%) + '2': 474 (0.0%) + 'question': 148 (0.0%) + 'discussion': 137 (0.0%) + 'all': 92 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 5,948,530/5,948,530 (100.0%) +Types: int:5,948,530 +Numeric values: 5,948,530 total +Numeric range: min:0, max:33, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 10 +Numeric values distribution: + 0: 5,944,793 (99.9%) + 1: 3,479 (0.1%) + 2: 186 (0.0%) + 3: 38 (0.0%) + 4: 16 (0.0%) + 5: 12 (0.0%) + 7: 2 (0.0%) + 6: 2 (0.0%) + 33: 1 (0.0%) + 8: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 5,948,530/5,948,530 (100.0%) +Types: str:5,948,530 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '380nz6': 1 (0.0%) + '380nz7': 1 (0.0%) + '380nz8': 1 (0.0%) + '380nz9': 1 (0.0%) + '380nza': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 5,948,530/5,948,530 (100.0%) +Types: bool:5,948,530 +Booleans: true:0 (0.0%), false:5,948,530 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 5,948,530/5,948,530 (100.0%) +Types: NoneType:5,038,955, str:909,575 +Null/Empty: null:5,038,955, empty_str:142,333 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 39 (0.0%) + 'One': 20 (0.0%) + 'Camera': 17 (0.0%) + 'default': 16 (0.0%) + '360': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 5,948,530/5,948,530 (100.0%) +Types: int:5,948,530 +Numeric values: 5,948,530 total +Numeric range: min:-61, max:29,975, avg:8.6 +Numeric std dev: 84.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 5,948,530/5,948,530 (100.0%) +Types: bool:5,948,530 +Booleans: true:0 (0.0%), false:5,948,530 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 5,948,530/5,948,530 (100.0%) +Types: bool:5,948,530 +Booleans: true:469,409 (7.9%), false:5,479,121 (92.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 5,944,104/5,948,530 (99.9%) +Types: str:5,944,104 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Fireteams': 85 (0.0%) + 'modlog': 50 (0.0%) + 'AskReddit': 43 (0.0%) + 'GlobalOffensiveTrade': 27 (0.0%) + 'funny': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 5,944,104/5,948,530 (99.9%) +Types: NoneType:5,944,104 +Null/Empty: null:5,944,104 + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 5,944,104/5,948,530 (99.9%) +Types: NoneType:5,944,104 +Null/Empty: null:5,944,104 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 5,944,104/5,948,530 (99.9%) +Types: str:5,944,104 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2zc5x': 85 (0.0%) + 't5_2uf2g': 50 (0.0%) + 't5_2qh1i': 43 (0.0%) + 't5_2y6r4': 27 (0.0%) + 't5_2qh33': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 5,944,104/5,948,530 (99.9%) +Types: NoneType:5,944,104 +Null/Empty: null:5,944,104 + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,786,047/5,948,530 (30.0%) +Types: dict:1,786,047 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,786,047/5,948,530 (30.0%) +Types: str:1,786,047 +String length avg: 5.1 +Unique strings tracked: 5 +String values distribution: + 'link': 987,422 (55.3%) + 'self': 291,666 (16.3%) + 'rich:video': 279,795 (15.7%) + 'image': 227,131 (12.7%) + 'video': 33 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,426/5,948,530 (0.1%) +Types: str:4,426 +Null/Empty: empty_str:4,425 +String length avg: 79.0 +Unique strings tracked: 1 +String values distribution: + 'http://b.thumbs.redditmedia.com/y5DDaf5x2YzIsl1JBc...': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,426/5,948,530 (0.1%) +Types: NoneType:4,426 +Null/Empty: null:4,426 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,426/5,948,530 (0.1%) +Types: NoneType:4,426 +Null/Empty: null:4,426 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,426/5,948,530 (0.1%) +Types: bool:4,426 +Booleans: true:190 (4.3%), false:4,236 (95.7%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,426/5,948,530 (0.1%) +Types: NoneType:4,423, str:3 +Null/Empty: null:4,423 +String length avg: 123.3 +Unique strings tracked: 3 +String values distribution: + 'https://ad.doubleclick.net/ddm/ad/N9003.131843REDD...': 1 (33.3%) + 'http://bs.serving-sys.com/BurstingPipe/adServer.bs...': 1 (33.3%) + 'http://bs.serving-sys.com/BurstingPipe/adServer.bs...': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,426/5,948,530 (0.1%) +Types: str:4,426 +String length avg: 55.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.kickstarter.com/projects/13598528/sunr...': 13 (0.3%) + 'http://www.caseultra.com/signup.html': 8 (0.2%) + 'http://www.careerdean.com': 6 (0.1%) + 'http://www.purplePTSD.com': 6 (0.1%) + 'http://www.amazon.com/gp/product/B00WS0RAQW': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,426/5,948,530 (0.1%) +Types: NoneType:4,426 +Null/Empty: null:4,426 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,426/5,948,530 (0.1%) +Types: bool:4,426 +Booleans: true:4,426 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,426/5,948,530 (0.1%) +Types: NoneType:4,426 +Null/Empty: null:4,426 + +================================================================================ + +================================================================================ +FILE: RS_2015-07.jsonl +Analysis Time: 2026-01-15 07:54:58 +================================================================================ +Total lines: 5,945,498 +Processed lines: 5,945,498 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 5,945,498/5,945,498 (100.0%) +Types: dict:5,945,498 +Null/Empty: empty_obj:5,365,229 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 5,945,498/5,945,498 (100.0%) +Types: str:5,945,498 +Null/Empty: empty_str:1 +String length avg: 53.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Mena IRL': 5 (0.0%) + 'Deconstructing Privilege': 5 (0.0%) + 'D3 Janna main EUW looking for duo partner': 3 (0.0%) + '[industry]Let's not forget about the TPP guys! Go ...': 3 (0.0%) + 'Smashing yourself in the head with your own drone.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 5,945,498/5,945,498 (100.0%) +Types: NoneType:5,919,782, str:25,716 +Null/Empty: null:5,919,782 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 25,682 (99.9%) + 'admin': 33 (0.1%) + 'special': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 5,945,498/5,945,498 (100.0%) +Types: str:5,945,498 +String length avg: 24.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,670 (0.0%) + 'default': 1,421 (0.0%) + 'nsfw': 315 (0.0%) + 'http://a.thumbs.redditmedia.com/PDQadCzYX_x1bU3KrY...': 36 (0.0%) + 'http://b.thumbs.redditmedia.com/FzASylAULYwObzGUFJ...': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 5,945,498/5,945,498 (100.0%) +Types: int:5,945,498 +Numeric values: 5,945,498 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 5,945,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 5,945,498/5,945,498 (100.0%) +Types: bool:5,945,498 +Booleans: true:599 (0.0%), false:5,944,899 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 5,945,498/5,945,498 (100.0%) +Types: str:5,945,498 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 243 (0.0%) + 'i.imgur.com': 157 (0.0%) + 'youtube.com': 152 (0.0%) + 'self.Fireteams': 91 (0.0%) + 'self.AskReddit': 65 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 5,945,498/5,945,498 (100.0%) +Types: dict:5,945,498 +Null/Empty: empty_obj:5,354,250 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 5,945,498/5,945,498 (100.0%) +Types: NoneType:4,892,991, str:1,052,507 +Null/Empty: null:4,892,991, empty_str:261,134 +String length avg: 21.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'MOD': 11 (0.0%) + 'Distinguished Master Guardian': 9 (0.0%) + 'this machine kills fascists': 8 (0.0%) + 'verified': 6 (0.0%) + 'Lakers': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 5,945,498/5,945,498 (100.0%) +Types: str:5,945,498 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1435709742': 9 (0.0%) + '1435709855': 9 (0.0%) + '1435708948': 8 (0.0%) + '1435709247': 8 (0.0%) + '1435709364': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 5,945,498/5,945,498 (100.0%) +Types: int:5,945,498 +Numeric values: 5,945,498 total +Numeric range: min:1,440,576,395, max:1,443,167,241, avg:1440608802.8 +Numeric std dev: 58452.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 5,945,498/5,945,498 (100.0%) +Types: int:5,945,498 +Numeric values: 5,945,498 total +Numeric range: min:0, max:13,317, avg:27.1 +Numeric std dev: 204.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 5,945,498/5,945,498 (100.0%) +Types: NoneType:5,354,250, dict:591,248 +Null/Empty: null:5,354,250 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 5,945,498/5,945,498 (100.0%) +Types: str:5,945,498 +Null/Empty: empty_str:3,635,221 +String length avg: 681.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'This was automatically posted.': 2 (0.0%) + 'Please use this thread to suggest new features, si...': 2 (0.0%) + ' ': 2 (0.0%) + 'I have completed an elite treasure trail. + +': 2 (0.0%) + 'こい！': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 5,945,498/5,945,498 (100.0%) +Types: str:5,945,498 +String length avg: 67.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/newsokur/comments/3bp16i/うるう秒/': 1 (0.0%) + '/r/dirtykikpals/comments/3bp16j/29_m4f_starting_a_...': 1 (0.0%) + '/r/technology/comments/3bp16l/235960_general_discu...': 1 (0.0%) + '/r/4d3d3d3/comments/3bp16m/testing_a_post/': 1 (0.0%) + '/r/swtor/comments/3bp16o/its_been_a_long_time_sinc...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 5,945,498/5,945,498 (100.0%) +Types: NoneType:4,621,223, str:1,324,275 +Null/Empty: null:4,621,223, empty_str:31,814 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 254 (0.0%) + 'Xbox One': 187 (0.0%) + 'Trade': 124 (0.0%) + 'Question': 99 (0.0%) + 'Discussion': 88 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 5,945,498/5,945,498 (100.0%) +Types: bool:5,945,498 +Booleans: true:3,015,770 (50.7%), false:2,929,728 (49.3%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 5,945,498/5,945,498 (100.0%) +Types: str:5,945,498 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 245 (0.0%) + 'AutoModerator': 22 (0.0%) + 'rising_threads_bot': 8 (0.0%) + 'pateras': 7 (0.0%) + 'stevowonder': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 5,945,498/5,945,498 (100.0%) +Types: bool:5,945,498 +Booleans: true:0 (0.0%), false:5,945,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 5,945,498/5,945,498 (100.0%) +Types: str:5,945,498 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '3bp16i': 1 (0.0%) + '3bp16j': 1 (0.0%) + '3bp16l': 1 (0.0%) + '3bp16m': 1 (0.0%) + '3bp16o': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 5,945,498/5,945,498 (100.0%) +Types: str:5,945,498 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_3bp16i': 1 (0.0%) + 't3_3bp16j': 1 (0.0%) + 't3_3bp16l': 1 (0.0%) + 't3_3bp16m': 1 (0.0%) + 't3_3bp16o': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 5,945,498/5,945,498 (100.0%) +Types: int:5,945,498 +Numeric values: 5,945,498 total +Numeric range: min:0, max:52, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 14 +Top 5 numeric values: + 0: 5,942,053 (99.9%) + 1: 3,218 (0.1%) + 2: 158 (0.0%) + 3: 35 (0.0%) + 4: 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 5,945,498/5,945,498 (100.0%) +Types: NoneType:4,639,245, str:1,306,253 +Null/Empty: null:4,639,245, empty_str:217,327 +String length avg: 5.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 512 (0.0%) + '2': 346 (0.0%) + 'question': 177 (0.0%) + 'discussion': 145 (0.0%) + 'm4f': 79 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 5,945,498/5,945,498 (100.0%) +Types: bool:5,945,498 +Booleans: true:494,103 (8.3%), false:5,451,395 (91.7%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 5,945,498/5,945,498 (100.0%) +Types: bool:5,945,498 +Booleans: true:0 (0.0%), false:5,945,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 5,945,498/5,945,498 (100.0%) +Types: int:5,945,498 +Numeric values: 5,945,498 total +Numeric range: min:-1, max:40,400, avg:9.3 +Numeric std dev: 85.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 5,945,498/5,945,498 (100.0%) +Types: NoneType:4,986,809, str:958,689 +Null/Empty: null:4,986,809, empty_str:148,161 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 26 (0.0%) + 'flair-default': 25 (0.0%) + 'default': 18 (0.0%) + 'is-a-bot': 11 (0.0%) + 'meonly': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 5,945,498/5,945,498 (100.0%) +Types: bool:5,945,498 +Booleans: true:0 (0.0%), false:5,945,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 5,945,498/5,945,498 (100.0%) +Types: int:5,945,498 +Numeric values: 5,945,498 total +Numeric range: min:0, max:13,317, avg:27.1 +Numeric std dev: 204.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 5,945,498/5,945,498 (100.0%) +Types: bool:5,601,552, int:343,946 +Booleans: true:0 (0.0%), false:5,601,552 (100.0%) +Numeric values: 343,946 total +Numeric range: min:1,435,709,058, max:1,440,964,469, avg:1437148683.7 +Numeric std dev: 827560.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 5,945,498/5,945,498 (100.0%) +Types: bool:5,945,498 +Booleans: true:0 (0.0%), false:5,945,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 5,945,498/5,945,498 (100.0%) +Types: int:5,945,498 +Numeric values: 5,945,498 total +Numeric range: min:1,435,712,400, max:1,438,390,799, avg:1437074143.5 +Numeric std dev: 776585.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 5,945,498/5,945,498 (100.0%) +Types: NoneType:5,365,229, dict:580,269 +Null/Empty: null:5,365,229 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 5,945,498/5,945,498 (100.0%) +Types: str:5,945,498 +String length avg: 73.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://thequeeragenda.wordpress.com/2015/06/30/de...': 5 (0.0%) + 'http://imgur.com/sk4X6hi.gifv': 3 (0.0%) + 'http://i.imgur.com/icPZuzV.jpg': 2 (0.0%) + 'http://i.imgur.com/qFoceli.gifv': 2 (0.0%) + 'https://www.youtube.com/watch?v=HkSGeyDOCKo': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 5,941,054/5,945,498 (99.9%) +Types: str:5,941,054 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Fireteams': 65 (0.0%) + 'AskReddit': 54 (0.0%) + 'GlobalOffensiveTrade': 27 (0.0%) + 'leagueoflegends': 19 (0.0%) + 'funny': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 5,941,054/5,945,498 (99.9%) +Types: NoneType:5,941,054 +Null/Empty: null:5,941,054 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 5,941,054/5,945,498 (99.9%) +Types: str:5,941,054 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2zc5x': 65 (0.0%) + 't5_2qh1i': 54 (0.0%) + 't5_2y6r4': 27 (0.0%) + 't5_2rfxx': 19 (0.0%) + 't5_2qh33': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 5,941,054/5,945,498 (99.9%) +Types: NoneType:5,941,054 +Null/Empty: null:5,941,054 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 5,941,054/5,945,498 (99.9%) +Types: NoneType:5,941,054 +Null/Empty: null:5,941,054 + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,815,063/5,945,498 (30.5%) +Types: dict:1,815,063 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,815,063/5,945,498 (30.5%) +Types: str:1,815,063 +String length avg: 5.1 +Unique strings tracked: 5 +String values distribution: + 'link': 972,378 (53.6%) + 'self': 310,099 (17.1%) + 'rich:video': 277,530 (15.3%) + 'image': 255,020 (14.1%) + 'video': 36 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,444/5,945,498 (0.1%) +Types: NoneType:4,441, str:3 +Null/Empty: null:4,441 +String length avg: 136.7 +Unique strings tracked: 2 +String values distribution: + 'https://bs.serving-sys.com/BurstingPipe/adServer.b...': 2 (66.7%) + 'http://bs.serving-sys.com/BurstingPipe/adServer.bs...': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,444/5,945,498 (0.1%) +Types: bool:4,444 +Booleans: true:4,444 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,444/5,945,498 (0.1%) +Types: NoneType:4,444 +Null/Empty: null:4,444 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,444/5,945,498 (0.1%) +Types: str:4,444 +String length avg: 54.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.facebook.com/the905lounge': 10 (0.2%) + 'http://google.com': 9 (0.2%) + 'http://www.amazon.com/Caffeine-Molecule-Necklace-S...': 5 (0.1%) + 'http://www.amazon.com/Dopamine-Molecule-Necklace-S...': 5 (0.1%) + 'https://www.etsy.com/listing/184807369/dragon-ear-...': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,444/5,945,498 (0.1%) +Types: NoneType:4,444 +Null/Empty: null:4,444 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,444/5,945,498 (0.1%) +Types: str:4,444 +Null/Empty: empty_str:4,439 +String length avg: 79.0 +Unique strings tracked: 5 +String values distribution: + 'http://a.thumbs.redditmedia.com/mkX2cmC5bCTDqFOte_...': 1 (20.0%) + 'http://b.thumbs.redditmedia.com/ASzVjD3iYSNsA6r3EC...': 1 (20.0%) + 'http://b.thumbs.redditmedia.com/2HIJBxTgiq33yseeLm...': 1 (20.0%) + 'http://b.thumbs.redditmedia.com/cLNTMzt6b82RgLxHnK...': 1 (20.0%) + 'http://a.thumbs.redditmedia.com/AbnM6GjVe6hABZ1WNE...': 1 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,444/5,945,498 (0.1%) +Types: NoneType:4,444 +Null/Empty: null:4,444 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,444/5,945,498 (0.1%) +Types: NoneType:4,444 +Null/Empty: null:4,444 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,444/5,945,498 (0.1%) +Types: bool:4,444 +Booleans: true:158 (3.6%), false:4,286 (96.4%) + +================================================================================ + +================================================================================ +FILE: RS_2015-08.jsonl +Analysis Time: 2026-01-15 08:00:57 +================================================================================ +Total lines: 6,173,540 +Processed lines: 6,173,540 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 6,173,540/6,173,540 (100.0%) +Types: bool:6,173,540 +Booleans: true:3,147,488 (51.0%), false:3,026,052 (49.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 6,173,540/6,173,540 (100.0%) +Types: str:6,173,540 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 242 (0.0%) + 'AutoModerator': 34 (0.0%) + 'ikarus84': 8 (0.0%) + 'rotoreuters': 6 (0.0%) + 'Chabombs': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 6,173,540/6,173,540 (100.0%) +Types: bool:6,173,540 +Booleans: true:0 (0.0%), false:6,173,540 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 6,173,540/6,173,540 (100.0%) +Types: str:6,173,540 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '3fcrck': 1 (0.0%) + '3fcrcl': 1 (0.0%) + '3fcrcm': 1 (0.0%) + '3fcrcn': 1 (0.0%) + '3fcrco': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 6,173,540/6,173,540 (100.0%) +Types: NoneType:4,840,922, str:1,332,618 +Null/Empty: null:4,840,922, empty_str:238,333 +String length avg: 5.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 356 (0.0%) + '2': 291 (0.0%) + 'discussion': 170 (0.0%) + 'question': 151 (0.0%) + 'blue': 101 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 6,173,540/6,173,540 (100.0%) +Types: int:6,173,540 +Numeric values: 6,173,540 total +Numeric range: min:0, max:11, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 10 +Numeric values distribution: + 0: 6,170,593 (100.0%) + 1: 2,776 (0.0%) + 2: 119 (0.0%) + 3: 25 (0.0%) + 4: 11 (0.0%) + 5: 8 (0.0%) + 7: 5 (0.0%) + 6: 1 (0.0%) + 11: 1 (0.0%) + 8: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 6,173,540/6,173,540 (100.0%) +Types: str:6,173,540 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_3fcrck': 1 (0.0%) + 't3_3fcrcl': 1 (0.0%) + 't3_3fcrcm': 1 (0.0%) + 't3_3fcrcn': 1 (0.0%) + 't3_3fcrco': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 6,173,540/6,173,540 (100.0%) +Types: bool:6,173,540 +Booleans: true:0 (0.0%), false:6,173,540 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 6,173,540/6,173,540 (100.0%) +Types: bool:6,173,540 +Booleans: true:520,201 (8.4%), false:5,653,339 (91.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 6,173,540/6,173,540 (100.0%) +Types: NoneType:5,211,129, str:962,411 +Null/Empty: null:5,211,129, empty_str:145,976 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 22 (0.0%) + 'PS4': 15 (0.0%) + 'ver': 9 (0.0%) + 'green': 8 (0.0%) + 'i-gpcm-steam': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 6,173,540/6,173,540 (100.0%) +Types: int:6,173,540 +Numeric values: 6,173,540 total +Numeric range: min:-1, max:59,165, avg:8.8 +Numeric std dev: 83.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 6,173,540/6,173,540 (100.0%) +Types: bool:6,173,540 +Booleans: true:0 (0.0%), false:6,173,540 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 6,173,540/6,173,540 (100.0%) +Types: bool:5,814,026, int:359,514 +Booleans: true:0 (0.0%), false:5,814,026 (100.0%) +Numeric values: 359,514 total +Numeric range: min:1,438,387,484, max:1,443,153,827, avg:1439768529.0 +Numeric std dev: 777572.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 6,173,540/6,173,540 (100.0%) +Types: int:6,173,540 +Numeric values: 6,173,540 total +Numeric range: min:0, max:11,869, avg:26.6 +Numeric std dev: 224.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 6,173,540/6,173,540 (100.0%) +Types: bool:6,173,540 +Booleans: true:0 (0.0%), false:6,173,540 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 6,173,540/6,173,540 (100.0%) +Types: str:6,173,540 +String length avg: 73.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/7p3lXAt.jpg': 3 (0.0%) + 'http://i.imgur.com/RyT5qcj.jpg': 3 (0.0%) + 'https://vimeo.com/14240346': 2 (0.0%) + 'http://www.nytimes.com/2015/08/01/world/asia/us-de...': 2 (0.0%) + 'https://youtu.be/3HdeVTm5G5k': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 6,173,540/6,173,540 (100.0%) +Types: NoneType:5,571,184, dict:602,356 +Null/Empty: null:5,571,184 + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 6,173,540/6,173,540 (100.0%) +Types: int:6,173,540 +Numeric values: 6,173,540 total +Numeric range: min:1,438,390,800, max:1,441,069,199, avg:1439752385.7 +Numeric std dev: 768070.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 6,173,540/6,173,540 (100.0%) +Types: str:6,173,540 +Null/Empty: empty_str:1 +String length avg: 53.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'me irl': 8 (0.0%) + 'U.S. Decides to Retaliate Against China’s Hacking': 3 (0.0%) + 'Semptember/October': 3 (0.0%) + 'EOTO Live @ Sonic Bloom [improvised Dubstep] (2010...': 2 (0.0%) + 'September 23 "The Convergence" - Passion for Truth...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 6,173,540/6,173,540 (100.0%) +Types: dict:6,173,540 +Null/Empty: empty_obj:5,571,184 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 6,173,540/6,173,540 (100.0%) +Types: NoneType:6,148,821, str:24,719 +Null/Empty: null:6,148,821 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 24,681 (99.8%) + 'admin': 38 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 6,173,540/6,173,540 (100.0%) +Types: int:6,173,540 +Numeric values: 6,173,540 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 6,173,540 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 6,173,540/6,173,540 (100.0%) +Types: str:6,173,540 +String length avg: 24.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,645 (0.0%) + 'default': 1,410 (0.0%) + 'nsfw': 369 (0.0%) + 'http://a.thumbs.redditmedia.com/PDQadCzYX_x1bU3KrY...': 19 (0.0%) + 'http://b.thumbs.redditmedia.com/O7mee3QjmgoQGrbiY6...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 6,173,540/6,173,540 (100.0%) +Types: str:6,173,540 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 279 (0.0%) + 'youtube.com': 162 (0.0%) + 'i.imgur.com': 152 (0.0%) + 'self.Fireteams': 56 (0.0%) + 'self.AskReddit': 53 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 6,173,540/6,173,540 (100.0%) +Types: bool:6,173,540 +Booleans: true:22,143 (0.4%), false:6,151,397 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 6,173,540/6,173,540 (100.0%) +Types: dict:6,173,540 +Null/Empty: empty_obj:5,563,661 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 6,173,540/6,173,540 (100.0%) +Types: str:6,173,540 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1438388129': 10 (0.0%) + '1438387857': 9 (0.0%) + '1438387411': 8 (0.0%) + '1438387636': 8 (0.0%) + '1438387213': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 6,173,540/6,173,540 (100.0%) +Types: NoneType:5,097,564, str:1,075,976 +Null/Empty: null:5,097,564, empty_str:272,092 +String length avg: 22.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'verified': 6 (0.0%) + 'Supreme Master First Class': 6 (0.0%) + 'Verified!': 5 (0.0%) + 'Legendary Eagle Master': 4 (0.0%) + 'Robot': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 6,173,540/6,173,540 (100.0%) +Types: int:6,173,540 +Numeric values: 6,173,540 total +Numeric range: min:1,440,525,007, max:1,443,167,147, avg:1441089719.3 +Numeric std dev: 1053580.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 6,173,540/6,173,540 (100.0%) +Types: int:6,173,540 +Numeric values: 6,173,540 total +Numeric range: min:0, max:11,869, avg:26.6 +Numeric std dev: 224.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 6,173,540/6,173,540 (100.0%) +Types: NoneType:5,563,661, dict:609,879 +Null/Empty: null:5,563,661 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 6,173,540/6,173,540 (100.0%) +Types: str:6,173,540 +Null/Empty: empty_str:3,662,321 +String length avg: 674.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'This was automatically posted.': 3 (0.0%) + 'https://store.xbox.com/en-US/Xbox-One/Games/METAL-...': 2 (0.0%) + 'Please use this thread to suggest new features, si...': 2 (0.0%) + 'I killed 32 tormented demons, fewer tormented soul...': 2 (0.0%) + 'My 23 birthday is in a month and i want something ...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 6,173,540/6,173,540 (100.0%) +Types: str:6,173,540 +String length avg: 67.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/AskReddit/comments/3fcrck/what_jobcareer_can_ev...': 1 (0.0%) + '/r/Tentai/comments/3fcrcl/kannomi/': 1 (0.0%) + '/r/listentothis/comments/3fcrcm/glasses_beyond_gla...': 1 (0.0%) + '/r/ImGoingToHellForThis/comments/3fcrcn/all_this_c...': 1 (0.0%) + '/r/alcohol/comments/3fcrco/looking_for_some_nice_l...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 6,173,540/6,173,540 (100.0%) +Types: NoneType:4,819,094, str:1,354,446 +Null/Empty: null:4,819,094, empty_str:30,273 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 189 (0.0%) + 'Trade': 174 (0.0%) + 'Xbox One': 150 (0.0%) + 'Discussion': 128 (0.0%) + 'Question': 109 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 6,168,771/6,173,540 (99.9%) +Types: NoneType:6,168,771 +Null/Empty: null:6,168,771 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 6,168,771/6,173,540 (99.9%) +Types: str:6,168,771 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2zc5x': 40 (0.0%) + 't5_2qh1i': 35 (0.0%) + 't5_2y6r4': 26 (0.0%) + 't5_2qh33': 25 (0.0%) + 't5_2qh0u': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 6,168,771/6,173,540 (99.9%) +Types: NoneType:6,168,771 +Null/Empty: null:6,168,771 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 6,168,771/6,173,540 (99.9%) +Types: NoneType:6,168,771 +Null/Empty: null:6,168,771 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 6,168,771/6,173,540 (99.9%) +Types: str:6,168,771 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Fireteams': 40 (0.0%) + 'AskReddit': 35 (0.0%) + 'GlobalOffensiveTrade': 26 (0.0%) + 'funny': 25 (0.0%) + 'pics': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,988,176/6,173,540 (32.2%) +Types: dict:1,988,176 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,988,176/6,173,540 (32.2%) +Types: str:1,988,176 +String length avg: 5.0 +Unique strings tracked: 5 +String values distribution: + 'link': 1,016,099 (51.1%) + 'self': 414,919 (20.9%) + 'rich:video': 292,653 (14.7%) + 'image': 264,369 (13.3%) + 'video': 136 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,769/6,173,540 (0.1%) +Types: bool:4,769 +Booleans: true:4,769 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,769/6,173,540 (0.1%) +Types: NoneType:4,769 +Null/Empty: null:4,769 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,769/6,173,540 (0.1%) +Types: str:4,769 +String length avg: 55.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://crmpro.com': 6 (0.1%) + 'http://www.underatedco.com': 5 (0.1%) + 'http://www.iklervape.com': 5 (0.1%) + 'http://google.com': 4 (0.1%) + 'http://www.getRipple.io/nature.html': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,769/6,173,540 (0.1%) +Types: NoneType:4,769 +Null/Empty: null:4,769 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,769/6,173,540 (0.1%) +Types: NoneType:4,769 +Null/Empty: null:4,769 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,769/6,173,540 (0.1%) +Types: NoneType:4,769 +Null/Empty: null:4,769 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,769/6,173,540 (0.1%) +Types: bool:4,769 +Booleans: true:145 (3.0%), false:4,624 (97.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,769/6,173,540 (0.1%) +Types: str:4,769 +Null/Empty: empty_str:4,749 +String length avg: 79.0 +Unique strings tracked: 11 +Top 5 string values: + 'http://a.thumbs.redditmedia.com/QkyjhedDaG_mkL_GzE...': 10 (50.0%) + 'http://b.thumbs.redditmedia.com/GOZ9pcDeoJa_bnwBJw...': 1 (5.0%) + 'http://b.thumbs.redditmedia.com/uIh8NSbK8XBz7eTKcp...': 1 (5.0%) + 'http://b.thumbs.redditmedia.com/fkYtZ3ih5sN1o-1HOF...': 1 (5.0%) + 'http://b.thumbs.redditmedia.com/ajXPZT7fhL8VMUYCZK...': 1 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,769/6,173,540 (0.1%) +Types: NoneType:4,769 +Null/Empty: null:4,769 + +================================================================================ + +================================================================================ +FILE: RS_2015-09.jsonl +Analysis Time: 2026-01-15 08:07:07 +================================================================================ +Total lines: 6,176,407 +Processed lines: 6,176,407 +Total unique fields: 51 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 6,176,407/6,176,407 (100.0%) +Types: str:6,176,407 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 297 (0.0%) + 'AutoModerator': 30 (0.0%) + 'ns81aaf': 30 (0.0%) + 'mfuierqw8': 21 (0.0%) + 'rotoreuters': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 6,176,407/6,176,407 (100.0%) +Types: NoneType:4,961,206, str:1,215,201 +Null/Empty: null:4,961,206, empty_str:106,709 +String length avg: 5.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 324 (0.0%) + '2': 197 (0.0%) + 'discussion': 164 (0.0%) + 'question': 149 (0.0%) + 'red': 83 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 6,176,407/6,176,407 (100.0%) +Types: bool:6,176,407 +Booleans: true:0 (0.0%), false:6,176,407 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 6,176,407/6,176,407 (100.0%) +Types: bool:6,176,407 +Booleans: true:0 (0.0%), false:6,176,407 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 6,176,407/6,176,407 (100.0%) +Types: int:6,176,407 +Numeric values: 6,176,407 total +Numeric range: min:0, max:10,489, avg:25.4 +Numeric std dev: 203.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 6,176,407/6,176,407 (100.0%) +Types: str:6,176,407 +String length avg: 74.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/iDLR7n9.jpg': 3 (0.0%) + 'http://imgur.com/a/fE6hL': 3 (0.0%) + 'http://www.foxnews.com/us/2015/08/31/police-office...': 2 (0.0%) + 'http://www.reddit.com/r/trashy/comments/3j3pwy/pro...': 2 (0.0%) + 'https://youtu.be/foil0hzl4Pg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 6,176,407/6,176,407 (100.0%) +Types: bool:6,176,407 +Booleans: true:474,341 (7.7%), false:5,702,066 (92.3%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 6,176,407/6,176,407 (100.0%) +Types: int:6,176,407 +Numeric values: 6,176,407 total +Numeric range: min:0, max:10,489, avg:25.4 +Numeric std dev: 203.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 6,176,407/6,176,407 (100.0%) +Types: str:6,176,407 +String length avg: 67.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/AskReddit/comments/3j5hvv/what_is_the_luckiest_...': 1 (0.0%) + '/r/Advice/comments/3j5hvw/how_do_i_prioritize_what...': 1 (0.0%) + '/r/gaming/comments/3j5hvx/i_made_an_ultracheesy_re...': 1 (0.0%) + '/r/FutureWhatIf/comments/3j5hvy/fwi_challenge_make...': 1 (0.0%) + '/r/Neverwinter/comments/3j5hvz/i_have_a_bta_coales...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 6,176,407/6,176,407 (100.0%) +Types: str:6,176,407 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_3j5hvv': 1 (0.0%) + 't3_3j5hvw': 1 (0.0%) + 't3_3j5hvx': 1 (0.0%) + 't3_3j5hvy': 1 (0.0%) + 't3_3j5hvz': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 6,176,407/6,176,407 (100.0%) +Types: dict:6,176,407 +Null/Empty: empty_obj:5,591,944 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 6,176,407/6,176,407 (100.0%) +Types: bool:6,176,407 +Booleans: true:0 (0.0%), false:6,176,407 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 6,176,407/6,176,407 (100.0%) +Types: bool:6,176,407 +Booleans: true:399 (0.0%), false:6,176,008 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 6,176,407/6,176,407 (100.0%) +Types: int:6,176,407 +Numeric values: 6,176,407 total +Numeric range: min:1,450,760,969, max:1,450,870,784, avg:1450794257.7 +Numeric std dev: 19266.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 6,176,407/6,176,407 (100.0%) +Types: int:6,176,407 +Numeric values: 6,176,407 total +Numeric range: min:0, max:18, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 11 +Top 5 numeric values: + 0: 6,173,430 (100.0%) + 1: 2,788 (0.0%) + 2: 139 (0.0%) + 3: 29 (0.0%) + 4: 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 6,176,407/6,176,407 (100.0%) +Types: str:6,176,407 +Null/Empty: empty_str:2,836,333 +String length avg: 385.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 477 (0.0%) + '[removed]': 305 (0.0%) + 'Please use this thread to suggest new features, si...': 2 (0.0%) + 'Looking to sell a copy of Max Payne 2, taking any ...': 2 (0.0%) + 'In many ways it's much harder to break away from t...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 6,176,407/6,176,407 (100.0%) +Types: NoneType:5,217,051, str:959,356 +Null/Empty: null:5,217,051, empty_str:293,184 +String length avg: 18.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Pirate': 41 (0.0%) + 'This user has not yet been verified.': 9 (0.0%) + 'Legendary Eagle': 8 (0.0%) + 'Supreme Master First Class': 8 (0.0%) + 'http://steamcommunity.com/profiles/765611980063403...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 6,176,407/6,176,407 (100.0%) +Types: NoneType:5,583,713, dict:592,694 +Null/Empty: null:5,583,713 + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 6,176,407/6,176,407 (100.0%) +Types: bool:5,869,037, int:307,370 +Booleans: true:0 (0.0%), false:5,869,037 (100.0%) +Numeric values: 307,370 total +Numeric range: min:1,441,065,840, max:1,450,820,668, avg:1442458928.9 +Numeric std dev: 972613.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 6,176,407/6,176,407 (100.0%) +Types: int:6,176,407 +Numeric values: 6,176,407 total +Numeric range: min:1,441,094,400, max:1,443,686,399, avg:1442388862.1 +Numeric std dev: 749916.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 6,176,407/6,176,407 (100.0%) +Types: str:6,176,407 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1441066629': 10 (0.0%) + '1441066017': 9 (0.0%) + '1441065622': 8 (0.0%) + '1441065633': 8 (0.0%) + '1441065644': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 6,176,407/6,176,407 (100.0%) +Types: NoneType:5,221,972, str:954,435 +Null/Empty: null:5,221,972, empty_str:137,242 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pirate': 41 (0.0%) + 'PS4': 27 (0.0%) + 'default': 20 (0.0%) + 'hi': 20 (0.0%) + 'SmashLogo': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 6,176,407/6,176,407 (100.0%) +Types: dict:6,176,407 +Null/Empty: empty_obj:5,583,713 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 6,176,407/6,176,407 (100.0%) +Types: NoneType:6,152,466, str:23,941 +Null/Empty: null:6,152,466 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 23,907 (99.9%) + 'admin': 34 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 6,176,407/6,176,407 (100.0%) +Types: str:6,176,407 +String length avg: 13.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 201 (0.0%) + 'youtube.com': 158 (0.0%) + 'i.imgur.com': 117 (0.0%) + 'self.AskReddit': 71 (0.0%) + 'reddit.com': 51 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 6,176,407/6,176,407 (100.0%) +Types: NoneType:5,591,944, dict:584,463 +Null/Empty: null:5,591,944 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 6,176,407/6,176,407 (100.0%) +Types: str:6,176,407 +String length avg: 54.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'me irl': 3 (0.0%) + 'I'm Batman': 2 (0.0%) + 'LZ 129 Hindenburg arrival at NAS Lakehurst, May 9,...': 2 (0.0%) + 'Best Trailer Prices Boise ID 8.5x20, 8.5x24, 8.5x...': 2 (0.0%) + 'DEF CON 23 - Cracking CryptoCurrency Brainwallets': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 6,176,407/6,176,407 (100.0%) +Types: str:6,176,407 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '3j5hvv': 1 (0.0%) + '3j5hvw': 1 (0.0%) + '3j5hvx': 1 (0.0%) + '3j5hvy': 1 (0.0%) + '3j5hvz': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 6,176,407/6,176,407 (100.0%) +Types: bool:6,176,407 +Booleans: true:3,110,674 (50.4%), false:3,065,733 (49.6%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 6,176,407/6,176,407 (100.0%) +Types: bool:6,176,407 +Booleans: true:645 (0.0%), false:6,175,762 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 6,176,407/6,176,407 (100.0%) +Types: NoneType:4,938,829, str:1,237,578 +Null/Empty: null:4,938,829, empty_str:30,907 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 198 (0.0%) + 'Discussion': 126 (0.0%) + 'Xbox One': 108 (0.0%) + 'Question': 104 (0.0%) + 'Video': 43 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 6,176,407/6,176,407 (100.0%) +Types: str:6,176,407 +String length avg: 23.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,708 (0.0%) + 'default': 1,460 (0.0%) + 'nsfw': 324 (0.0%) + 'http://a.thumbs.redditmedia.com/PDQadCzYX_x1bU3KrY...': 21 (0.0%) + 'http://a.thumbs.redditmedia.com/CLjXHcMfSRDYoFlmyX...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 6,176,407/6,176,407 (100.0%) +Types: bool:6,176,407 +Booleans: true:0 (0.0%), false:6,176,407 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 6,176,407/6,176,407 (100.0%) +Types: int:6,176,407 +Numeric values: 6,176,407 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 6,176,407 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 6,176,407/6,176,407 (100.0%) +Types: int:6,176,407 +Numeric values: 6,176,407 total +Numeric range: min:0, max:32,204, avg:8.5 +Numeric std dev: 82.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 6,171,803/6,176,407 (99.9%) +Types: NoneType:6,171,803 +Null/Empty: null:6,171,803 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 6,171,803/6,176,407 (99.9%) +Types: str:6,171,803 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 58 (0.0%) + 't5_399n0': 51 (0.0%) + 't5_2zc5x': 39 (0.0%) + 't5_2rfxx': 30 (0.0%) + 't5_2qh33': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 6,171,803/6,176,407 (99.9%) +Types: NoneType:6,171,803 +Null/Empty: null:6,171,803 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 6,171,803/6,176,407 (99.9%) +Types: NoneType:6,171,803 +Null/Empty: null:6,171,803 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 6,171,803/6,176,407 (99.9%) +Types: str:6,171,803 +String length avg: 9.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 58 (0.0%) + 'news_r': 51 (0.0%) + 'Fireteams': 39 (0.0%) + 'leagueoflegends': 30 (0.0%) + 'funny': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,935,980/6,176,407 (31.3%) +Types: str:1,935,980 +String length avg: 5.0 +Unique strings tracked: 5 +String values distribution: + 'link': 1,005,286 (51.9%) + 'self': 405,873 (21.0%) + 'rich:video': 288,523 (14.9%) + 'image': 236,224 (12.2%) + 'video': 74 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,935,980/6,176,407 (31.3%) +Types: dict:1,935,980 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,604/6,176,407 (0.1%) +Types: NoneType:4,604 +Null/Empty: null:4,604 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,604/6,176,407 (0.1%) +Types: str:4,604 +String length avg: 53.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://bananamessage.com': 14 (0.3%) + 'https://www.reddit.com/promoted/new_promo?utm_sour...': 7 (0.2%) + 'http://www.liveleak.com/view?i=7d3_1441233564': 5 (0.1%) + 'http://www.whatsmovingindia.com/content/jnu-goes-p...': 4 (0.1%) + 'http://store.steampowered.com/app/384300/': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,604/6,176,407 (0.1%) +Types: NoneType:4,604 +Null/Empty: null:4,604 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,604/6,176,407 (0.1%) +Types: NoneType:4,604 +Null/Empty: null:4,604 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,604/6,176,407 (0.1%) +Types: bool:4,604 +Booleans: true:160 (3.5%), false:4,444 (96.5%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,604/6,176,407 (0.1%) +Types: bool:4,604 +Booleans: true:4,604 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,604/6,176,407 (0.1%) +Types: NoneType:4,604 +Null/Empty: null:4,604 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,604/6,176,407 (0.1%) +Types: NoneType:4,604 +Null/Empty: null:4,604 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,604/6,176,407 (0.1%) +Types: str:4,604 +Null/Empty: empty_str:4,592 +String length avg: 79.0 +Unique strings tracked: 10 +String values distribution: + 'http://b.thumbs.redditmedia.com/QPn1M-9PZsZyKfOOCK...': 2 (16.7%) + 'http://b.thumbs.redditmedia.com/CWwEXsfEz8Hqr1m6Sp...': 2 (16.7%) + 'http://b.thumbs.redditmedia.com/83yr7UKToi56h0Bu-_...': 1 (8.3%) + 'http://b.thumbs.redditmedia.com/t3Is4eUWdtNvi8FidH...': 1 (8.3%) + 'http://a.thumbs.redditmedia.com/E2e6_IcBm-T8YCo5xT...': 1 (8.3%) + 'http://b.thumbs.redditmedia.com/j0tjwJ-LUhKCL8p0PH...': 1 (8.3%) + 'http://b.thumbs.redditmedia.com/H5RMKX4FS8yjtBVRRy...': 1 (8.3%) + 'http://b.thumbs.redditmedia.com/aDJ0cuutaAIIw1_kKM...': 1 (8.3%) + 'http://a.thumbs.redditmedia.com/CETAcZAzIIe6hdk0WI...': 1 (8.3%) + 'http://b.thumbs.redditmedia.com/c_f2XoeppWtJEiF-BR...': 1 (8.3%) + +================================================================================ + +================================================================================ +FILE: RS_2015-10.jsonl +Analysis Time: 2026-01-15 08:13:23 +================================================================================ +Total lines: 6,310,673 +Processed lines: 6,310,673 +Total unique fields: 51 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 6,310,673/6,310,673 (100.0%) +Types: dict:6,310,673 +Null/Empty: empty_obj:5,635,462 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 6,310,673/6,310,673 (100.0%) +Types: NoneType:5,306,612, str:1,004,061 +Null/Empty: null:5,306,612, empty_str:145,891 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 79 (0.0%) + 'One': 38 (0.0%) + 'hi': 23 (0.0%) + 'green': 15 (0.0%) + 'roastlink': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 6,310,673/6,310,673 (100.0%) +Types: int:6,310,673 +Numeric values: 6,310,673 total +Numeric range: min:1,443,679,756, max:1,446,364,799, avg:1445046838.3 +Numeric std dev: 771269.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 6,310,673/6,310,673 (100.0%) +Types: str:6,310,673 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1443658255': 11 (0.0%) + '1443657793': 9 (0.0%) + '1443657977': 9 (0.0%) + '1443657614': 8 (0.0%) + '1443657680': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 6,310,673/6,310,673 (100.0%) +Types: NoneType:5,635,462, dict:675,211 +Null/Empty: null:5,635,462 + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 6,310,673/6,310,673 (100.0%) +Types: bool:6,012,974, int:297,699 +Booleans: true:0 (0.0%), false:6,012,974 (100.0%) +Numeric values: 297,699 total +Numeric range: min:1,443,657,867, max:1,450,756,208, avg:1445111618.0 +Numeric std dev: 892550.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 6,310,673/6,310,673 (100.0%) +Types: bool:6,310,673 +Booleans: true:0 (0.0%), false:6,310,673 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 6,310,673/6,310,673 (100.0%) +Types: int:6,310,673 +Numeric values: 6,310,673 total +Numeric range: min:0, max:27,801, avg:8.9 +Numeric std dev: 88.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 6,310,673/6,310,673 (100.0%) +Types: int:6,310,673 +Numeric values: 6,310,673 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 6,310,673 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 6,310,673/6,310,673 (100.0%) +Types: NoneType:4,924,175, str:1,386,498 +Null/Empty: null:4,924,175, empty_str:25,133 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 755 (0.1%) + 'Xbox One': 472 (0.0%) + 'Question': 136 (0.0%) + 'Discussion': 135 (0.0%) + 'serious replies only': 42 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 6,310,673/6,310,673 (100.0%) +Types: str:6,310,673 +String length avg: 24.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,865 (0.0%) + 'default': 1,499 (0.0%) + 'nsfw': 323 (0.0%) + 'http://a.thumbs.redditmedia.com/PDQadCzYX_x1bU3KrY...': 19 (0.0%) + 'http://b.thumbs.redditmedia.com/o4ucQ6PtDCu_pxijJD...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 6,310,673/6,310,673 (100.0%) +Types: str:6,310,673 +String length avg: 53.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Weight Losing Club - Your complete guide to losing...': 4 (0.0%) + 'me irl': 3 (0.0%) + 'Kelly Hall for Page3 (Thursday October 1st)': 2 (0.0%) + 'Reinforcement Sensitivity Theory and Cognitive Arc...': 2 (0.0%) + 'Sex and rape are completely unrelated.': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 6,310,673/6,310,673 (100.0%) +Types: str:6,310,673 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '3n1bn8': 1 (0.0%) + '3n1bn9': 1 (0.0%) + '3n1bna': 1 (0.0%) + '3n1bnb': 1 (0.0%) + '3n1bnc': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 6,310,673/6,310,673 (100.0%) +Types: bool:6,310,673 +Booleans: true:3,188,931 (50.5%), false:3,121,742 (49.5%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 6,310,673/6,310,673 (100.0%) +Types: bool:6,310,673 +Booleans: true:777 (0.0%), false:6,309,896 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 6,310,673/6,310,673 (100.0%) +Types: NoneType:5,644,115, dict:666,558 +Null/Empty: null:5,644,115 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 6,310,673/6,310,673 (100.0%) +Types: NoneType:6,285,588, str:25,085 +Null/Empty: null:6,285,588 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 25,064 (99.9%) + 'admin': 21 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 6,310,673/6,310,673 (100.0%) +Types: str:6,310,673 +String length avg: 13.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 253 (0.0%) + 'self.Fireteams': 232 (0.0%) + 'i.imgur.com': 158 (0.0%) + 'youtube.com': 146 (0.0%) + 'self.AskReddit': 78 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 6,310,673/6,310,673 (100.0%) +Types: int:6,310,673 +Numeric values: 6,310,673 total +Numeric range: min:0, max:41,199, avg:26.5 +Numeric std dev: 209.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 6,310,673/6,310,673 (100.0%) +Types: str:6,310,673 +String length avg: 67.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/FFXIVRECRUITMENT/comments/3n1bn8/sirenfclfmmcc_...': 1 (0.0%) + '/r/askMRP/comments/3n1bn9/do_you_have_experience_r...': 1 (0.0%) + '/r/tf2/comments/3n1bna/after_28_contracts_and_3640...': 1 (0.0%) + '/r/GreenBayPackers/comments/3n1bnb/packers_vs_cowb...': 1 (0.0%) + '/r/roblox/comments/3n1bnc/stop_xbox_one_exclusive_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 6,310,673/6,310,673 (100.0%) +Types: str:6,310,673 +String length avg: 74.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.weightlosingclub.com/': 4 (0.0%) + 'http://imgur.com/a/QTBly': 2 (0.0%) + 'http://i.imgur.com/5IChLCj.jpg': 2 (0.0%) + 'http://imgur.com/a/QHrLF': 2 (0.0%) + 'http://www.cs.northwestern.edu/~ortony/Andrew_Orto...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 6,310,673/6,310,673 (100.0%) +Types: bool:6,310,673 +Booleans: true:488,518 (7.7%), false:5,822,155 (92.3%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 6,310,673/6,310,673 (100.0%) +Types: int:6,310,673 +Numeric values: 6,310,673 total +Numeric range: min:0, max:41,199, avg:26.5 +Numeric std dev: 209.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 6,310,673/6,310,673 (100.0%) +Types: bool:6,310,673 +Booleans: true:0 (0.0%), false:6,310,673 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 6,310,673/6,310,673 (100.0%) +Types: NoneType:4,946,753, str:1,363,920 +Null/Empty: null:4,946,753, empty_str:113,601 +String length avg: 5.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 1,179 (0.1%) + '2': 767 (0.1%) + 'discussion': 167 (0.0%) + 'question': 164 (0.0%) + 'red': 75 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 6,310,673/6,310,673 (100.0%) +Types: bool:6,310,673 +Booleans: true:0 (0.0%), false:6,310,673 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 6,310,673/6,310,673 (100.0%) +Types: str:6,310,673 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 216 (0.0%) + 'AutoModerator': 32 (0.0%) + 'ns81aaf': 17 (0.0%) + 'rotoreuters': 11 (0.0%) + 'quellaman': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 6,310,673/6,310,673 (100.0%) +Types: str:6,310,673 +Null/Empty: empty_str:2,918,009 +String length avg: 374.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 411 (0.0%) + '[removed]': 243 (0.0%) + 'Lately I've been thinking a lot about Drake and th...': 2 (0.0%) + 'post psn + light': 2 (0.0%) + 'I found a crystal triskelion fragment. + +': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 6,310,673/6,310,673 (100.0%) +Types: NoneType:5,300,135, str:1,010,538 +Null/Empty: null:5,300,135, empty_str:296,552 +String length avg: 18.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Approved': 10 (0.0%) + 'The Global Elite': 6 (0.0%) + 'This user has not yet been verified.': 5 (0.0%) + 'GCX Beginner': 5 (0.0%) + 'honkytonkin'': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 6,310,673/6,310,673 (100.0%) +Types: bool:6,310,673 +Booleans: true:0 (0.0%), false:6,310,673 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 6,310,673/6,310,673 (100.0%) +Types: int:6,310,673 +Numeric values: 6,310,673 total +Numeric range: min:0, max:32, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 6,307,491 (99.9%) + 1: 2,952 (0.0%) + 2: 169 (0.0%) + 3: 33 (0.0%) + 4: 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 6,310,673/6,310,673 (100.0%) +Types: bool:6,310,673 +Booleans: true:1,953 (0.0%), false:6,308,720 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 6,310,673/6,310,673 (100.0%) +Types: int:6,310,673 +Numeric values: 6,310,673 total +Numeric range: min:1,450,692,664, max:1,450,870,699, avg:1450726890.5 +Numeric std dev: 19800.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 6,310,673/6,310,673 (100.0%) +Types: dict:6,310,673 +Null/Empty: empty_obj:5,644,115 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 6,310,673/6,310,673 (100.0%) +Types: str:6,310,673 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_3n1bn8': 1 (0.0%) + 't3_3n1bn9': 1 (0.0%) + 't3_3n1bna': 1 (0.0%) + 't3_3n1bnb': 1 (0.0%) + 't3_3n1bnc': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 6,305,244/6,310,673 (99.9%) +Types: str:6,305,244 +String length avg: 9.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Fireteams': 157 (0.0%) + 'AskReddit': 54 (0.0%) + 'news_r': 39 (0.0%) + 'leagueoflegends': 26 (0.0%) + 'funny': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 6,305,244/6,310,673 (99.9%) +Types: NoneType:6,305,244 +Null/Empty: null:6,305,244 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 6,305,244/6,310,673 (99.9%) +Types: NoneType:6,305,244 +Null/Empty: null:6,305,244 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 6,305,244/6,310,673 (99.9%) +Types: NoneType:6,305,244 +Null/Empty: null:6,305,244 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 6,305,244/6,310,673 (99.9%) +Types: str:6,305,244 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2zc5x': 157 (0.0%) + 't5_2qh1i': 54 (0.0%) + 't5_399n0': 39 (0.0%) + 't5_2rfxx': 26 (0.0%) + 't5_2qh33': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,954,187/6,310,673 (31.0%) +Types: dict:1,954,187 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,954,187/6,310,673 (31.0%) +Types: str:1,954,187 +String length avg: 5.1 +Unique strings tracked: 5 +String values distribution: + 'link': 1,041,541 (53.3%) + 'self': 343,826 (17.6%) + 'rich:video': 323,913 (16.6%) + 'image': 244,795 (12.5%) + 'video': 112 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 5,429/6,310,673 (0.1%) +Types: str:5,429 +Null/Empty: empty_str:5,424 +String length avg: 79.0 +Unique strings tracked: 5 +String values distribution: + 'http://b.thumbs.redditmedia.com/RvYZnZuOqJBIitr0am...': 1 (20.0%) + 'http://b.thumbs.redditmedia.com/ehiXExVmuHt2tRU48W...': 1 (20.0%) + 'http://a.thumbs.redditmedia.com/y8N1rXaauRfFaW63FP...': 1 (20.0%) + 'http://b.thumbs.redditmedia.com/GgFFrXJgQrp_qVsXRi...': 1 (20.0%) + 'http://b.thumbs.redditmedia.com/p_mdD2r-DfkFmwXA-M...': 1 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 5,429/6,310,673 (0.1%) +Types: NoneType:5,429 +Null/Empty: null:5,429 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 5,429/6,310,673 (0.1%) +Types: NoneType:5,429 +Null/Empty: null:5,429 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 5,429/6,310,673 (0.1%) +Types: bool:5,429 +Booleans: true:183 (3.4%), false:5,246 (96.6%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 5,429/6,310,673 (0.1%) +Types: bool:5,429 +Booleans: true:5,429 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 5,429/6,310,673 (0.1%) +Types: NoneType:5,429 +Null/Empty: null:5,429 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 5,429/6,310,673 (0.1%) +Types: NoneType:5,429 +Null/Empty: null:5,429 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 5,429/6,310,673 (0.1%) +Types: str:5,429 +String length avg: 52.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=3g6W946Gbko': 9 (0.2%) + 'http://google.com': 8 (0.1%) + 'http://www.solu.co': 7 (0.1%) + 'http://bulkworkgloves.com': 6 (0.1%) + 'http://10thplanetejuice.com/': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 5,429/6,310,673 (0.1%) +Types: NoneType:5,429 +Null/Empty: null:5,429 + +================================================================================ + +================================================================================ +FILE: RS_2015-11.jsonl +Analysis Time: 2026-01-15 08:19:41 +================================================================================ +Total lines: 6,113,675 +Processed lines: 6,113,675 +Total unique fields: 51 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 6,113,675/6,113,675 (100.0%) +Types: dict:6,113,675 +Null/Empty: empty_obj:5,423,547 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 6,113,675/6,113,675 (100.0%) +Types: NoneType:5,159,135, str:954,540 +Null/Empty: null:5,159,135, empty_str:138,382 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 67 (0.0%) + 'PS4': 39 (0.0%) + 'One': 19 (0.0%) + 'blue': 16 (0.0%) + 'default': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 6,113,675/6,113,675 (100.0%) +Types: str:6,113,675 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1446336489': 8 (0.0%) + '1446336661': 8 (0.0%) + '1446336007': 7 (0.0%) + '1446336030': 7 (0.0%) + '1446336071': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 6,113,675/6,113,675 (100.0%) +Types: int:6,113,675 +Numeric values: 6,113,675 total +Numeric range: min:1,446,364,800, max:1,448,956,799, avg:1447659650.6 +Numeric std dev: 750704.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 6,113,675/6,113,675 (100.0%) +Types: bool:5,828,856, int:284,819 +Booleans: true:0 (0.0%), false:5,828,856 (100.0%) +Numeric values: 284,819 total +Numeric range: min:1,446,336,188, max:1,450,679,810, avg:1447677380.8 +Numeric std dev: 794882.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 6,113,675/6,113,675 (100.0%) +Types: NoneType:5,423,547, dict:690,128 +Null/Empty: null:5,423,547 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 6,113,675/6,113,675 (100.0%) +Types: int:6,113,675 +Numeric values: 6,113,675 total +Numeric range: min:0, max:30,363, avg:8.9 +Numeric std dev: 89.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 6,113,675/6,113,675 (100.0%) +Types: int:6,113,675 +Numeric values: 6,113,675 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 6,113,675 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 6,113,675/6,113,675 (100.0%) +Types: bool:6,113,675 +Booleans: true:0 (0.0%), false:6,113,675 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 6,113,675/6,113,675 (100.0%) +Types: NoneType:4,803,068, str:1,310,607 +Null/Empty: null:4,803,068, empty_str:34,065 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 486 (0.0%) + 'Xbox One': 291 (0.0%) + 'Discussion': 123 (0.0%) + 'Question': 94 (0.0%) + 'Track Eleven': 61 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 6,113,675/6,113,675 (100.0%) +Types: str:6,113,675 +String length avg: 24.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,329 (0.0%) + 'default': 1,201 (0.0%) + 'nsfw': 359 (0.0%) + 'http://a.thumbs.redditmedia.com/PDQadCzYX_x1bU3KrY...': 13 (0.0%) + 'http://a.thumbs.redditmedia.com/t15euzf2MRc9ijhHZJ...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 6,113,675/6,113,675 (100.0%) +Types: bool:6,113,675 +Booleans: true:517 (0.0%), false:6,113,158 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 6,113,675/6,113,675 (100.0%) +Types: str:6,113,675 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '3r0zf4': 1 (0.0%) + '3r0zf5': 1 (0.0%) + '3r0zf6': 1 (0.0%) + '3r0zf7': 1 (0.0%) + '3r0zf8': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 6,113,675/6,113,675 (100.0%) +Types: str:6,113,675 +String length avg: 54.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'UK 'late' to recognise need to tackle extremist vi...': 5 (0.0%) + 'Dress coming off': 5 (0.0%) + 'Lucy Collett for Page 3, November 1 (X-post /r/Pag...': 4 (0.0%) + 'Happy Halloween!': 3 (0.0%) + 'Great ass': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 6,113,675/6,113,675 (100.0%) +Types: bool:6,113,675 +Booleans: true:3,110,066 (50.9%), false:3,003,609 (49.1%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 6,113,675/6,113,675 (100.0%) +Types: NoneType:5,448,705, dict:664,970 +Null/Empty: null:5,448,705 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 6,113,675/6,113,675 (100.0%) +Types: NoneType:6,089,321, str:24,354 +Null/Empty: null:6,089,321 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 24,333 (99.9%) + 'admin': 21 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 6,113,675/6,113,675 (100.0%) +Types: str:6,113,675 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 403 (0.0%) + 'i.imgur.com': 242 (0.0%) + 'self.Fireteams': 164 (0.0%) + 'youtube.com': 163 (0.0%) + 'self.AskReddit': 70 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 6,113,675/6,113,675 (100.0%) +Types: str:6,113,675 +String length avg: 67.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/botania/comments/3r0zf4/botanical_addons_griefe...': 1 (0.0%) + '/r/fireemblemcasual/comments/3r0zf5/new_jontron/': 1 (0.0%) + '/r/PersonalFinanceCanada/comments/3r0zf6/moving_fr...': 1 (0.0%) + '/r/mylittlepony/comments/3r0zf7/retail/': 1 (0.0%) + '/r/Rariteon/comments/3r0zf8/levelled_up_mining/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 6,113,675/6,113,675 (100.0%) +Types: int:6,113,675 +Numeric values: 6,113,675 total +Numeric range: min:0, max:10,109, avg:26.9 +Numeric std dev: 212.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 6,113,675/6,113,675 (100.0%) +Types: bool:6,113,675 +Booleans: true:467,577 (7.6%), false:5,646,098 (92.4%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 6,113,675/6,113,675 (100.0%) +Types: str:6,113,675 +String length avg: 74.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://imgur.com/a/DzRg4': 5 (0.0%) + 'http://i.imgur.com/M7lqD.jpg': 5 (0.0%) + 'https://www.youtube.com/watch?v=34S6_CWibJE': 4 (0.0%) + 'http://gfycat.com/PointedBetterHomalocephale': 4 (0.0%) + 'http://gfycat.com/SlowFrighteningBurro': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 6,113,675/6,113,675 (100.0%) +Types: int:6,113,675 +Numeric values: 6,113,675 total +Numeric range: min:0, max:10,109, avg:26.9 +Numeric std dev: 212.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 6,113,675/6,113,675 (100.0%) +Types: bool:6,113,675 +Booleans: true:0 (0.0%), false:6,113,675 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 6,113,675/6,113,675 (100.0%) +Types: bool:6,113,675 +Booleans: true:0 (0.0%), false:6,113,675 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 6,113,675/6,113,675 (100.0%) +Types: NoneType:4,824,607, str:1,289,068 +Null/Empty: null:4,824,607, empty_str:111,886 +String length avg: 5.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 844 (0.1%) + '2': 489 (0.0%) + 'discussion': 168 (0.0%) + 'question': 121 (0.0%) + 'video': 86 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 6,113,675/6,113,675 (100.0%) +Types: str:6,113,675 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 225 (0.0%) + 'AutoModerator': 39 (0.0%) + 'BangAndAWhimper': 12 (0.0%) + 'arturh': 11 (0.0%) + 'PanKing92': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 6,113,675/6,113,675 (100.0%) +Types: NoneType:5,154,474, str:959,201 +Null/Empty: null:5,154,474, empty_str:283,291 +String length avg: 18.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Global Elite': 7 (0.0%) + 'Verified!': 6 (0.0%) + 'master of ham': 6 (0.0%) + 'OP': 5 (0.0%) + 'Supreme Master First Class': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 6,113,675/6,113,675 (100.0%) +Types: str:6,113,675 +Null/Empty: empty_str:2,819,737 +String length avg: 364.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 515 (0.0%) + '[removed]': 239 (0.0%) + 'Please use this thread to suggest new features, si...': 2 (0.0%) + 'I'll be staying at the Sheraton. I love the hawks....': 2 (0.0%) + 'Hey all, + +There is a petition going round at the m...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 6,113,675/6,113,675 (100.0%) +Types: int:6,113,675 +Numeric values: 6,113,675 total +Numeric range: min:0, max:8, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 8 +Numeric values distribution: + 0: 6,110,375 (99.9%) + 1: 3,091 (0.1%) + 2: 157 (0.0%) + 3: 30 (0.0%) + 4: 13 (0.0%) + 5: 4 (0.0%) + 6: 3 (0.0%) + 8: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 6,113,675/6,113,675 (100.0%) +Types: bool:6,113,675 +Booleans: true:6,444 (0.1%), false:6,107,231 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 6,113,675/6,113,675 (100.0%) +Types: int:6,113,675 +Numeric values: 6,113,675 total +Numeric range: min:1,450,623,510, max:1,450,870,580, avg:1450659495.5 +Numeric std dev: 19251.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 6,113,675/6,113,675 (100.0%) +Types: bool:6,113,675 +Booleans: true:0 (0.0%), false:6,113,675 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 6,113,675/6,113,675 (100.0%) +Types: str:6,113,675 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_3r0zf4': 1 (0.0%) + 't3_3r0zf5': 1 (0.0%) + 't3_3r0zf6': 1 (0.0%) + 't3_3r0zf7': 1 (0.0%) + 't3_3r0zf8': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 6,113,675/6,113,675 (100.0%) +Types: dict:6,113,675 +Null/Empty: empty_obj:5,448,705 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 6,108,923/6,113,675 (99.9%) +Types: str:6,108,923 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Fireteams': 119 (0.0%) + 'pics': 57 (0.0%) + 'AskReddit': 47 (0.0%) + 'leagueoflegends': 21 (0.0%) + 'funny': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 6,108,923/6,113,675 (99.9%) +Types: NoneType:6,108,923 +Null/Empty: null:6,108,923 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 6,108,923/6,113,675 (99.9%) +Types: NoneType:6,108,923 +Null/Empty: null:6,108,923 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 6,108,923/6,113,675 (99.9%) +Types: NoneType:6,108,923 +Null/Empty: null:6,108,923 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 6,108,923/6,113,675 (99.9%) +Types: str:6,108,923 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2zc5x': 119 (0.0%) + 't5_2qh0u': 57 (0.0%) + 't5_2qh1i': 47 (0.0%) + 't5_2rfxx': 21 (0.0%) + 't5_2qh33': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,840,085/6,113,675 (30.1%) +Types: dict:1,840,085 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,840,085/6,113,675 (30.1%) +Types: str:1,840,085 +String length avg: 5.2 +Unique strings tracked: 5 +String values distribution: + 'link': 1,002,173 (54.5%) + 'rich:video': 315,432 (17.1%) + 'self': 295,581 (16.1%) + 'image': 226,817 (12.3%) + 'video': 82 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,752/6,113,675 (0.1%) +Types: bool:4,752 +Booleans: true:197 (4.1%), false:4,555 (95.9%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,752/6,113,675 (0.1%) +Types: bool:4,752 +Booleans: true:4,752 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,752/6,113,675 (0.1%) +Types: str:4,752 +Null/Empty: empty_str:4,751 +String length avg: 79.0 +Unique strings tracked: 1 +String values distribution: + 'http://b.thumbs.redditmedia.com/HWnMqxJRpSO74y8RmW...': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,752/6,113,675 (0.1%) +Types: NoneType:4,752 +Null/Empty: null:4,752 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,752/6,113,675 (0.1%) +Types: NoneType:4,752 +Null/Empty: null:4,752 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,752/6,113,675 (0.1%) +Types: NoneType:4,752 +Null/Empty: null:4,752 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,752/6,113,675 (0.1%) +Types: NoneType:4,752 +Null/Empty: null:4,752 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,752/6,113,675 (0.1%) +Types: str:4,752 +String length avg: 54.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.google.com': 7 (0.1%) + 'http://wudbx.com/?utm_source=reddit%20ad&utm_m...': 7 (0.1%) + 'http://dreamindiagroup.com/projectDreamAvenue.html': 6 (0.1%) + 'https://www.viewster.com/omakase/?utm_source=reddi...': 5 (0.1%) + 'http://www.FitnessHustler.com': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,752/6,113,675 (0.1%) +Types: NoneType:4,752 +Null/Empty: null:4,752 + +================================================================================ + +================================================================================ +FILE: RS_2015-12.jsonl +Analysis Time: 2026-01-15 08:26:08 +================================================================================ +Total lines: 6,322,479 +Processed lines: 6,322,479 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 6,322,479/6,322,479 (100.0%) +Types: dict:6,322,479 +Null/Empty: empty_obj:5,600,349 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 6,322,479/6,322,479 (100.0%) +Types: NoneType:6,297,012, str:25,467 +Null/Empty: null:6,297,012 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 25,432 (99.9%) + 'admin': 35 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 6,322,479/6,322,479 (100.0%) +Types: bool:6,322,479 +Booleans: true:9,569 (0.2%), false:6,312,910 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 6,322,479/6,322,479 (100.0%) +Types: str:6,322,479 +String length avg: 74.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.bbc.co.uk/blogs/doctorwho/entries/10dd7...': 4 (0.0%) + 'http://www.valuewalk.com/2015/11/scranton-detroit/': 2 (0.0%) + 'http://imgur.com/a/Brz7x': 2 (0.0%) + 'http://imgur.com/XnwnQ10': 2 (0.0%) + 'http://www.almasdarnews.com/article/breaking-yemen...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 6,322,479/6,322,479 (100.0%) +Types: bool:6,322,479 +Booleans: true:406 (0.0%), false:6,322,073 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 6,322,479/6,322,479 (100.0%) +Types: dict:6,322,479 +Null/Empty: empty_obj:5,625,512 + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 6,322,479/6,322,479 (100.0%) +Types: int:6,322,479 +Numeric values: 6,322,479 total +Numeric range: min:0, max:14, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 11 +Top 5 numeric values: + 0: 6,318,725 (99.9%) + 1: 3,537 (0.1%) + 2: 154 (0.0%) + 3: 35 (0.0%) + 4: 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 6,322,479/6,322,479 (100.0%) +Types: str:6,322,479 +String length avg: 67.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/beermoney/comments/3uxbvg/apptrailers_lets_help...': 1 (0.0%) + '/r/Rainmeter/comments/3uxbvh/star_citizen_ggl/': 1 (0.0%) + '/r/tf2/comments/3uxbvi/please_fix_the_snipers_cons...': 1 (0.0%) + '/r/k12jerk/comments/3uxbvj/topmovie_querelle_1982_...': 1 (0.0%) + '/r/ImagesOfIndia/comments/3uxbvk/my_chilobrachys_f...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 6,322,479/6,322,479 (100.0%) +Types: bool:6,322,479 +Booleans: true:0 (0.0%), false:6,322,479 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 6,322,479/6,322,479 (100.0%) +Types: str:6,322,479 +String length avg: 23.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,532 (0.0%) + 'default': 1,445 (0.0%) + 'nsfw': 323 (0.0%) + 'http://b.thumbs.redditmedia.com/yK_6r3YinYWZqCLBZC...': 16 (0.0%) + 'http://b.thumbs.redditmedia.com/V4yAjZSPSGUdhfYae4...': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 6,322,479/6,322,479 (100.0%) +Types: NoneType:5,351,431, str:971,048 +Null/Empty: null:5,351,431, empty_str:137,811 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'roastlink': 25 (0.0%) + 'hi': 20 (0.0%) + 'PS4': 18 (0.0%) + 'default': 14 (0.0%) + 'text-pcmr color-pcmr icon-steam': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 6,322,479/6,322,479 (100.0%) +Types: int:6,322,479 +Numeric values: 6,322,479 total +Numeric range: min:1,450,621,885, max:1,455,062,783, avg:1454825713.4 +Numeric std dev: 657465.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 6,322,479/6,322,479 (100.0%) +Types: bool:6,322,479 +Booleans: true:3,257,951 (51.5%), false:3,064,528 (48.5%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 6,322,479/6,322,479 (100.0%) +Types: NoneType:5,625,512, dict:696,967 +Null/Empty: null:5,625,512 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 6,322,479/6,322,479 (100.0%) +Types: str:6,322,479 +String length avg: 14.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 159 (0.0%) + 'youtube.com': 142 (0.0%) + 'i.imgur.com': 78 (0.0%) + 'self.AskReddit': 58 (0.0%) + 'self.Fireteams': 54 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 6,322,479/6,322,479 (100.0%) +Types: str:6,322,479 +Null/Empty: empty_str:2,873,949 +String length avg: 371.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 412 (0.0%) + '[deleted]': 383 (0.0%) + 'Hey guys, + +I've posted about this before but I'm a...': 2 (0.0%) + 'Alexandra Park BJJ in Muswell Hill will be running...': 2 (0.0%) + 'GT: PRShortman': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 6,322,479/6,322,479 (100.0%) +Types: NoneType:5,250,812, str:1,071,667 +Null/Empty: null:5,250,812, empty_str:285,569 +String length avg: 22.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The First Ideologue of the IFA': 7 (0.0%) + 'verified': 7 (0.0%) + 'This user has not yet been verified.': 6 (0.0%) + 'Verified': 5 (0.0%) + 'JUST DO IT!': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 6,322,479/6,322,479 (100.0%) +Types: NoneType:4,911,980, str:1,410,499 +Null/Empty: null:4,911,980, empty_str:232,492 +String length avg: 5.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 344 (0.0%) + '2': 191 (0.0%) + 'discussion': 175 (0.0%) + 'question': 102 (0.0%) + 'red': 81 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 6,322,479/6,322,479 (100.0%) +Types: bool:6,322,479 +Booleans: true:0 (0.0%), false:6,322,479 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 6,322,479/6,322,479 (100.0%) +Types: bool:6,011,017, int:311,462 +Booleans: true:0 (0.0%), false:6,011,017 (100.0%) +Numeric values: 311,462 total +Numeric range: min:1,448,928,310, max:1,454,957,399, avg:1450337439.6 +Numeric std dev: 869919.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 6,322,479/6,322,479 (100.0%) +Types: str:6,322,479 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 203 (0.0%) + 'AutoModerator': 30 (0.0%) + 'phman79': 9 (0.0%) + 'fresh_funny': 5 (0.0%) + 'farklinkbot': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 6,322,479/6,322,479 (100.0%) +Types: bool:6,322,479 +Booleans: true:526,643 (8.3%), false:5,795,836 (91.7%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 6,322,479/6,322,479 (100.0%) +Types: NoneType:5,600,349, dict:722,130 +Null/Empty: null:5,600,349 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 6,322,479/6,322,479 (100.0%) +Types: int:6,322,479 +Numeric values: 6,322,479 total +Numeric range: min:0, max:10,902, avg:26.6 +Numeric std dev: 213.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 6,322,479/6,322,479 (100.0%) +Types: bool:6,322,479 +Booleans: true:0 (0.0%), false:6,322,479 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 6,322,479/6,322,479 (100.0%) +Types: int:6,322,479 +Numeric values: 6,322,479 total +Numeric range: min:1,448,928,000, max:1,451,606,399, avg:1450223985.4 +Numeric std dev: 769251.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 6,322,479/6,322,479 (100.0%) +Types: int:6,322,479 +Numeric values: 6,322,479 total +Numeric range: min:0, max:10,902, avg:26.6 +Numeric std dev: 213.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 6,322,479/6,322,479 (100.0%) +Types: bool:6,322,479 +Booleans: true:0 (0.0%), false:6,322,479 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 6,322,479/6,322,479 (100.0%) +Types: str:6,322,479 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_3uxbvg': 1 (0.0%) + 't3_3uxbvh': 1 (0.0%) + 't3_3uxbvi': 1 (0.0%) + 't3_3uxbvj': 1 (0.0%) + 't3_3uxbvk': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 6,322,479/6,322,479 (100.0%) +Types: str:6,322,479 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '3uxbvg': 1 (0.0%) + '3uxbvh': 1 (0.0%) + '3uxbvi': 1 (0.0%) + '3uxbvj': 1 (0.0%) + '3uxbvk': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 6,322,479/6,322,479 (100.0%) +Types: NoneType:4,889,759, str:1,432,720 +Null/Empty: null:4,889,759, empty_str:37,823 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 220 (0.0%) + 'Discussion': 145 (0.0%) + 'Xbox One': 128 (0.0%) + 'Question': 100 (0.0%) + 'Video': 46 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 6,322,479/6,322,479 (100.0%) +Types: int:6,322,479 +Numeric values: 6,322,479 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 6,322,479 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 6,322,479/6,322,479 (100.0%) +Types: int:6,322,479 +Numeric values: 6,322,479 total +Numeric range: min:0, max:48,813, avg:8.8 +Numeric std dev: 91.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 6,322,479/6,322,479 (100.0%) +Types: str:6,322,479 +String length avg: 54.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'He's had enough of this world': 3 (0.0%) + 'GAME THREAD: Boston Celtics @ Miami Heat - (Nov. 3...': 2 (0.0%) + 'Scranton Could Be The Next Detroit: Here's Why': 2 (0.0%) + 'My newest heels...like them?': 2 (0.0%) + 'Sex Videos - We collect the best porn movies for y...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 6,317,624/6,322,479 (99.9%) +Types: NoneType:6,317,624 +Null/Empty: null:6,317,624 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 6,317,624/6,322,479 (99.9%) +Types: str:6,317,624 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 51 (0.0%) + 't5_2zc5x': 42 (0.0%) + 't5_2rnve': 16 (0.0%) + 't5_2qh33': 16 (0.0%) + 't5_2rfxx': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 6,317,624/6,322,479 (99.9%) +Types: NoneType:6,317,624 +Null/Empty: null:6,317,624 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 6,317,624/6,322,479 (99.9%) +Types: NoneType:6,317,624 +Null/Empty: null:6,317,624 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 6,317,624/6,322,479 (99.9%) +Types: str:6,317,624 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 51 (0.0%) + 'Fireteams': 42 (0.0%) + 'buildapc': 16 (0.0%) + 'funny': 16 (0.0%) + 'leagueoflegends': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,910,057/6,322,479 (30.2%) +Types: str:1,910,057 +String length avg: 5.1 +Unique strings tracked: 5 +String values distribution: + 'link': 1,008,620 (52.8%) + 'self': 342,833 (17.9%) + 'rich:video': 325,219 (17.0%) + 'image': 233,237 (12.2%) + 'video': 148 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,910,057/6,322,479 (30.2%) +Types: dict:1,910,057 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,855/6,322,479 (0.1%) +Types: bool:4,855 +Booleans: true:213 (4.4%), false:4,642 (95.6%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,855/6,322,479 (0.1%) +Types: str:4,855 +Null/Empty: empty_str:4,846 +String length avg: 79.0 +Unique strings tracked: 5 +String values distribution: + 'http://b.thumbs.redditmedia.com/QzLk46hppCTRGzS5xO...': 3 (33.3%) + 'http://b.thumbs.redditmedia.com/fOrBdPOJB4dj1j_mRT...': 2 (22.2%) + 'http://b.thumbs.redditmedia.com/ID9VK13Sknjz0SWZh9...': 2 (22.2%) + 'http://b.thumbs.redditmedia.com/ZyN1jBj2PU3u5HWKoS...': 1 (11.1%) + 'http://b.thumbs.redditmedia.com/b0XBtAZ9y8MPJ-N7wd...': 1 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,855/6,322,479 (0.1%) +Types: NoneType:4,855 +Null/Empty: null:4,855 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,855/6,322,479 (0.1%) +Types: NoneType:4,855 +Null/Empty: null:4,855 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,855/6,322,479 (0.1%) +Types: NoneType:4,855 +Null/Empty: null:4,855 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,855/6,322,479 (0.1%) +Types: NoneType:4,855 +Null/Empty: null:4,855 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,855/6,322,479 (0.1%) +Types: bool:4,855 +Booleans: true:4,855 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,855/6,322,479 (0.1%) +Types: str:4,855 +String length avg: 53.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://google.com': 9 (0.2%) + 'http://www.geekwrapped.com': 8 (0.2%) + 'http://www.ehow.com/how_5835721_flatten-wine-bottl...': 6 (0.1%) + 'http://uatoday.tv/society/ukrainians-honour-holodo...': 5 (0.1%) + 'http://www.double.dog': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,855/6,322,479 (0.1%) +Types: NoneType:4,855 +Null/Empty: null:4,855 + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2016.txt b/analysis/original_schema_analysis/submissions/analysis_report_2016.txt new file mode 100644 index 0000000000000000000000000000000000000000..1126a069def682528b8eb1807ed2a83c8b6f58f1 --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2016.txt @@ -0,0 +1,5756 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2016 +Analysis Started: 2026-01-15 07:18:14 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2016-01.jsonl +Analysis Time: 2026-01-15 07:24:46 +================================================================================ +Total lines: 6,877,510 +Processed lines: 6,877,510 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 6,877,510/6,877,510 (100.0%) +Types: NoneType:5,362,839, str:1,514,671 +Null/Empty: null:5,362,839, empty_str:122,020 +String length avg: 5.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'trade': 308 (0.0%) + 'discussion': 252 (0.0%) + '4': 229 (0.0%) + '2': 126 (0.0%) + 'question': 123 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 6,877,510/6,877,510 (100.0%) +Types: str:6,877,510 +Null/Empty: empty_str:3,176,448 +String length avg: 389.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 401 (0.0%) + '[removed]': 275 (0.0%) + 'When designing a meeting you want to focus on four...': 2 (0.0%) + 'Hey Seattleites! + +We're visiting from Miami and we...': 2 (0.0%) + 'Leave gamertag below ': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 6,877,510/6,877,510 (100.0%) +Types: str:6,877,510 +String length avg: 14.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 246 (0.0%) + 'i.imgur.com': 166 (0.0%) + 'youtube.com': 147 (0.0%) + 'self.AskReddit': 78 (0.0%) + 'youtu.be': 47 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 6,877,510/6,877,510 (100.0%) +Types: NoneType:5,748,546, str:1,128,964 +Null/Empty: null:5,748,546, empty_str:297,954 +String length avg: 23.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'verified': 7 (0.0%) + 'Supreme Master First Class': 6 (0.0%) + 'Legendary Eagle': 5 (0.0%) + 'FaZe Clan Fan': 5 (0.0%) + 'FAGGOT': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 6,877,510/6,877,510 (100.0%) +Types: bool:6,877,510 +Booleans: true:0 (0.0%), false:6,877,510 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 6,877,510/6,877,510 (100.0%) +Types: bool:6,542,134, int:335,376 +Booleans: true:0 (0.0%), false:6,542,134 (100.0%) +Numeric values: 335,376 total +Numeric range: min:1,451,606,655, max:1,455,043,906, avg:1453007838.4 +Numeric std dev: 786058.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 6,877,510/6,877,510 (100.0%) +Types: str:6,877,510 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 194 (0.0%) + 'noeatnosleep': 15 (0.0%) + 'olianamolls': 14 (0.0%) + 'amici_ursi': 11 (0.0%) + 'trixy_mia': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 6,877,510/6,877,510 (100.0%) +Types: bool:6,877,510 +Booleans: true:561,776 (8.2%), false:6,315,734 (91.8%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 6,877,510/6,877,510 (100.0%) +Types: int:6,877,510 +Numeric values: 6,877,510 total +Numeric range: min:0, max:11,193, avg:25.6 +Numeric std dev: 209.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 6,877,510/6,877,510 (100.0%) +Types: bool:6,877,510 +Booleans: true:0 (0.0%), false:6,877,510 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 6,877,510/6,877,510 (100.0%) +Types: int:6,877,510 +Numeric values: 6,877,510 total +Numeric range: min:1,451,606,400, max:1,454,284,799, avg:1452977338.1 +Numeric std dev: 765157.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 6,877,510/6,877,510 (100.0%) +Types: bool:6,877,510 +Booleans: true:0 (0.0%), false:6,877,510 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 6,877,510/6,877,510 (100.0%) +Types: int:6,877,510 +Numeric values: 6,877,510 total +Numeric range: min:0, max:11,193, avg:25.6 +Numeric std dev: 209.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 6,877,510/6,877,510 (100.0%) +Types: NoneType:6,086,220, dict:791,290 +Null/Empty: null:6,086,220 + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 6,877,510/6,877,510 (100.0%) +Types: int:6,877,510 +Numeric values: 6,877,510 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 6,877,510 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 6,877,510/6,877,510 (100.0%) +Types: str:6,877,510 +String length avg: 54.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '"Montreal in 1984 as imagined in 1884" by MtlGab i...': 3 (0.0%) + 'Happy New Year!': 3 (0.0%) + 'It's been a year since the last Jontron.': 2 (0.0%) + 'MLG sells “substantially all” assets to Activision...': 2 (0.0%) + '[H] 240 Keys [W] Karambit MF Tricolor (best)': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 6,877,510/6,877,510 (100.0%) +Types: int:6,877,510 +Numeric values: 6,877,510 total +Numeric range: min:0, max:41,091, avg:8.6 +Numeric std dev: 92.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 6,877,510/6,877,510 (100.0%) +Types: str:6,877,510 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_3yyun4': 1 (0.0%) + 't3_3yyun5': 1 (0.0%) + 't3_3yyun6': 1 (0.0%) + 't3_3yyun7': 1 (0.0%) + 't3_3yyun8': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 6,877,510/6,877,510 (100.0%) +Types: str:6,877,510 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '3yyun4': 1 (0.0%) + '3yyun5': 1 (0.0%) + '3yyun6': 1 (0.0%) + '3yyun7': 1 (0.0%) + '3yyun8': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 6,877,510/6,877,510 (100.0%) +Types: NoneType:5,336,811, str:1,540,699 +Null/Empty: null:5,336,811, empty_str:49,979 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Trade': 186 (0.0%) + 'Discussion': 155 (0.0%) + 'PS4': 138 (0.0%) + 'Question': 105 (0.0%) + 'Xbox One': 71 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 6,877,510/6,877,510 (100.0%) +Types: NoneType:6,850,890, str:26,620 +Null/Empty: null:6,850,890 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 26,601 (99.9%) + 'admin': 19 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 6,877,510/6,877,510 (100.0%) +Types: bool:6,877,510 +Booleans: true:15,415 (0.2%), false:6,862,095 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 6,877,510/6,877,510 (100.0%) +Types: dict:6,877,510 +Null/Empty: empty_obj:6,086,220 + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 6,877,510/6,877,510 (100.0%) +Types: bool:6,877,510 +Booleans: true:507 (0.0%), false:6,877,003 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 6,877,510/6,877,510 (100.0%) +Types: str:6,877,510 +String length avg: 74.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://esportsobserver.com/mlg-sells-substantially...': 4 (0.0%) + 'http://imgur.com/8dkydNx': 4 (0.0%) + 'http://i.imgur.com/NXWpt4Z.jpg?1': 3 (0.0%) + 'http://imgur.com/a/zua08': 3 (0.0%) + 'http://calpin69.deviantart.com/art/Rugby-Maurice-B...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 6,877,510/6,877,510 (100.0%) +Types: dict:6,877,510 +Null/Empty: empty_obj:6,116,403 + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 6,877,510/6,877,510 (100.0%) +Types: int:6,877,510 +Numeric values: 6,877,510 total +Numeric range: min:0, max:11, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 10 +Numeric values distribution: + 0: 6,874,136 (100.0%) + 1: 3,129 (0.0%) + 2: 184 (0.0%) + 3: 32 (0.0%) + 4: 15 (0.0%) + 5: 4 (0.0%) + 7: 4 (0.0%) + 6: 3 (0.0%) + 11: 2 (0.0%) + 8: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 6,877,510/6,877,510 (100.0%) +Types: str:6,877,510 +String length avg: 67.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Screenwriting/comments/3yyun4/request_jupiter_a...': 1 (0.0%) + '/r/ImagesOfThe2010s/comments/3yyun5/finishing_2015...': 1 (0.0%) + '/r/soccer/comments/3yyun6/cristiano_ronaldo_we_can...': 1 (0.0%) + '/r/unitedkingdom/comments/3yyun7/happy_new_year_ru...': 1 (0.0%) + '/r/StarWars/comments/3yyun8/theorystar_wars_the_fo...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 6,877,510/6,877,510 (100.0%) +Types: int:6,877,510 +Numeric values: 6,877,510 total +Numeric range: min:1,454,965,181, max:1,455,062,629, avg:1455007333.0 +Numeric std dev: 23324.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 6,877,510/6,877,510 (100.0%) +Types: NoneType:5,884,653, str:992,857 +Null/Empty: null:5,884,653, empty_str:147,431 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 100 (0.0%) + 'default': 18 (0.0%) + 'roastlink': 14 (0.0%) + 'red': 13 (0.0%) + 'Camera': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 6,877,510/6,877,510 (100.0%) +Types: bool:6,877,510 +Booleans: true:0 (0.0%), false:6,877,510 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 6,877,510/6,877,510 (100.0%) +Types: str:6,877,510 +String length avg: 24.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,562 (0.0%) + 'default': 1,285 (0.0%) + 'nsfw': 288 (0.0%) + 'http://b.thumbs.redditmedia.com/yK_6r3YinYWZqCLBZC...': 20 (0.0%) + 'http://b.thumbs.redditmedia.com/FX5O41gb1jLtxUgNTg...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 6,877,510/6,877,510 (100.0%) +Types: bool:6,877,510 +Booleans: true:3,520,531 (51.2%), false:3,356,979 (48.8%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 6,877,510/6,877,510 (100.0%) +Types: NoneType:6,116,403, dict:761,107 +Null/Empty: null:6,116,403 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 6,873,083/6,877,510 (99.9%) +Types: str:6,873,083 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 51 (0.0%) + 't5_2y6r4': 30 (0.0%) + 't5_2qh33': 28 (0.0%) + 't5_2zc5x': 24 (0.0%) + 't5_2sqho': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 6,873,083/6,877,510 (99.9%) +Types: NoneType:6,873,083 +Null/Empty: null:6,873,083 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 6,873,083/6,877,510 (99.9%) +Types: str:6,873,083 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 51 (0.0%) + 'GlobalOffensiveTrade': 30 (0.0%) + 'funny': 28 (0.0%) + 'Fireteams': 24 (0.0%) + 'GlobalOffensive': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 6,873,083/6,877,510 (99.9%) +Types: NoneType:6,873,083 +Null/Empty: null:6,873,083 + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 6,873,083/6,877,510 (99.9%) +Types: NoneType:6,873,083 +Null/Empty: null:6,873,083 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2,143,448/6,877,510 (31.2%) +Types: str:2,143,448 +String length avg: 5.2 +Unique strings tracked: 5 +String values distribution: + 'link': 1,122,005 (52.3%) + 'self': 399,255 (18.6%) + 'rich:video': 372,467 (17.4%) + 'image': 249,623 (11.6%) + 'video': 98 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2,143,448/6,877,510 (31.2%) +Types: dict:2,143,448 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,427/6,877,510 (0.1%) +Types: NoneType:4,427 +Null/Empty: null:4,427 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,427/6,877,510 (0.1%) +Types: NoneType:4,427 +Null/Empty: null:4,427 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,427/6,877,510 (0.1%) +Types: NoneType:4,427 +Null/Empty: null:4,427 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,427/6,877,510 (0.1%) +Types: bool:4,427 +Booleans: true:263 (5.9%), false:4,164 (94.1%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,427/6,877,510 (0.1%) +Types: str:4,427 +Null/Empty: empty_str:4,423 +String length avg: 79.0 +Unique strings tracked: 4 +String values distribution: + 'http://b.thumbs.redditmedia.com/Jzie-YzMUdxuD90ZYH...': 1 (25.0%) + 'http://b.thumbs.redditmedia.com/dXhlaYXe3guT_BLupg...': 1 (25.0%) + 'http://b.thumbs.redditmedia.com/oZXf2rpQIFt8iSjUkK...': 1 (25.0%) + 'http://b.thumbs.redditmedia.com/kkcIlqQJLv8bhZfZm6...': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,427/6,877,510 (0.1%) +Types: NoneType:4,427 +Null/Empty: null:4,427 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,427/6,877,510 (0.1%) +Types: NoneType:4,427 +Null/Empty: null:4,427 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,427/6,877,510 (0.1%) +Types: str:4,427 +String length avg: 52.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redd.it/3zd5x3': 6 (0.1%) + 'http://google.com': 5 (0.1%) + 'http://tranqool.com/': 5 (0.1%) + 'https://www.reddit.com/r/btc': 3 (0.1%) + 'https://www.levelupvapor.com': 3 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,427/6,877,510 (0.1%) +Types: bool:4,427 +Booleans: true:4,427 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2016-02.jsonl +Analysis Time: 2026-01-15 07:31:26 +================================================================================ +Total lines: 7,146,932 +Processed lines: 7,146,932 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 7,146,932/7,146,932 (100.0%) +Types: int:7,146,932 +Numeric values: 7,146,932 total +Numeric range: min:1,454,284,800, max:1,456,790,399, avg:1455581956.6 +Numeric std dev: 734690.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 7,146,932/7,146,932 (100.0%) +Types: bool:7,146,932 +Booleans: true:0 (0.0%), false:7,146,932 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 7,146,932/7,146,932 (100.0%) +Types: int:7,146,932 +Numeric values: 7,146,932 total +Numeric range: min:0, max:43,990, avg:7.9 +Numeric std dev: 87.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 7,146,932/7,146,932 (100.0%) +Types: str:7,146,932 +String length avg: 68.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Gear4Sale/comments/43lprb/wts_tech21_sansamp_ba...': 1 (0.0%) + '/r/ImagesOfIllinois/comments/43lprc/fsft_mayaca_cr...': 1 (0.0%) + '/r/customhearthstone/comments/43lprd/a_combination...': 1 (0.0%) + '/r/Fireteams/comments/43lpre/ps4_lf2m_too_flawless...': 1 (0.0%) + '/r/recordthis/comments/43lprg/feedback_the_soulste...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 7,146,932/7,146,932 (100.0%) +Types: str:7,146,932 +String length avg: 14.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 175 (0.0%) + 'youtube.com': 128 (0.0%) + 'i.imgur.com': 107 (0.0%) + 'self.AskReddit': 59 (0.0%) + 'self.GlobalOffensiveTrade': 50 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 7,146,932/7,146,932 (100.0%) +Types: str:7,146,932 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '43lprb': 1 (0.0%) + '43lprc': 1 (0.0%) + '43lprd': 1 (0.0%) + '43lpre': 1 (0.0%) + '43lprg': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 7,146,932/7,146,932 (100.0%) +Types: str:7,146,932 +String length avg: 73.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.washingtonpost.com/world/africa/boko-h...': 3 (0.0%) + 'https://eroshare.com/02xpx32b': 3 (0.0%) + 'http://imgur.com/eaMA0IN': 3 (0.0%) + 'http://www.macleans.ca/society/health/eat-like-you...': 2 (0.0%) + 'https://www.youtube.com/watch?v=0hIs6Yeci-8': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 7,146,932/7,146,932 (100.0%) +Types: bool:7,146,932 +Booleans: true:0 (0.0%), false:7,146,932 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 7,146,932/7,146,932 (100.0%) +Types: bool:7,146,932 +Booleans: true:533,451 (7.5%), false:6,613,481 (92.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 7,146,932/7,146,932 (100.0%) +Types: NoneType:6,016,206, str:1,130,726 +Null/Empty: null:6,016,206, empty_str:278,781 +String length avg: 23.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I'm still in high school': 10 (0.0%) + 'Binder of Women': 9 (0.0%) + 'TOR - NHL': 7 (0.0%) + 'Moderator': 7 (0.0%) + 'verified': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 7,146,932/7,146,932 (100.0%) +Types: bool:6,825,871, int:321,061 +Booleans: true:0 (0.0%), false:6,825,871 (100.0%) +Numeric values: 321,061 total +Numeric range: min:1,454,284,890, max:1,459,220,550, avg:1455620152.6 +Numeric std dev: 786596.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 7,146,932/7,146,932 (100.0%) +Types: bool:7,146,932 +Booleans: true:0 (0.0%), false:7,146,932 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 7,146,932/7,146,932 (100.0%) +Types: str:7,146,932 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 277 (0.0%) + 'AutoModerator': 50 (0.0%) + 'cruyff8': 14 (0.0%) + 'rising_threads_bot': 13 (0.0%) + 'Dagtar': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 7,146,932/7,146,932 (100.0%) +Types: bool:7,146,932 +Booleans: true:0 (0.0%), false:7,146,932 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 7,146,932/7,146,932 (100.0%) +Types: dict:7,146,932 +Null/Empty: empty_obj:6,390,678 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 7,146,932/7,146,932 (100.0%) +Types: int:7,146,932 +Numeric values: 7,146,932 total +Numeric range: min:0, max:16,533, avg:24.1 +Numeric std dev: 203.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 7,146,932/7,146,932 (100.0%) +Types: NoneType:6,390,678, dict:756,254 +Null/Empty: null:6,390,678 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 7,146,932/7,146,932 (100.0%) +Types: int:7,146,932 +Numeric values: 7,146,932 total +Numeric range: min:0, max:16,533, avg:24.1 +Numeric std dev: 203.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 7,146,932/7,146,932 (100.0%) +Types: bool:7,146,932 +Booleans: true:8,795 (0.1%), false:7,138,137 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 7,146,932/7,146,932 (100.0%) +Types: str:7,146,932 +Null/Empty: empty_str:3,525,327 +String length avg: 364.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 403 (0.0%) + '[removed]': 284 (0.0%) + 'This was automatically posted': 3 (0.0%) + 'AWP Asiimov FT b/o 14 Keys each (no skins) + +AK Red...': 2 (0.0%) + 'Please use this thread to suggest new features, si...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 7,146,932/7,146,932 (100.0%) +Types: int:7,146,932 +Numeric values: 7,146,932 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 7,146,932 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 7,146,932/7,146,932 (100.0%) +Types: NoneType:5,645,246, str:1,501,686 +Null/Empty: null:5,645,246, empty_str:127,715 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'trade': 337 (0.0%) + '4': 245 (0.0%) + 'discussion': 178 (0.0%) + 'question': 145 (0.0%) + '2': 126 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 7,146,932/7,146,932 (100.0%) +Types: dict:7,146,932 +Null/Empty: empty_obj:6,361,289 + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 7,146,932/7,146,932 (100.0%) +Types: bool:7,146,932 +Booleans: true:900 (0.0%), false:7,146,032 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 7,146,932/7,146,932 (100.0%) +Types: str:7,146,932 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_43lprb': 1 (0.0%) + 't3_43lprc': 1 (0.0%) + 't3_43lprd': 1 (0.0%) + 't3_43lpre': 1 (0.0%) + 't3_43lprg': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 7,146,932/7,146,932 (100.0%) +Types: str:7,146,932 +String length avg: 54.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'JonoBond February 01, 2016 at 12:49PM': 6 (0.0%) + 'Eat like your grandma: Why you should skip the kal...': 3 (0.0%) + 'Boko Haram burns kids alive in Nigeria: A survivor...': 3 (0.0%) + 'Rocking a hardon': 3 (0.0%) + '[STORE] ST Vulcan FN, Asiimov FTs, Redline FTs, Bl...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 7,146,932/7,146,932 (100.0%) +Types: NoneType:6,149,032, str:997,900 +Null/Empty: null:6,149,032, empty_str:148,955 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 43 (0.0%) + '1': 25 (0.0%) + 'PS4': 20 (0.0%) + 'default': 14 (0.0%) + 'Camera': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 7,146,932/7,146,932 (100.0%) +Types: bool:7,146,932 +Booleans: true:3,416,982 (47.8%), false:3,729,950 (52.2%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 7,146,932/7,146,932 (100.0%) +Types: str:7,146,929, NoneType:3 +Null/Empty: null:3 +String length avg: 23.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,867 (0.0%) + 'default': 1,531 (0.0%) + 'nsfw': 342 (0.0%) + 'http://b.thumbs.redditmedia.com/yK_6r3YinYWZqCLBZC...': 24 (0.0%) + 'http://b.thumbs.redditmedia.com/6pDisEf8c4HVON_vx1...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 7,146,932/7,146,932 (100.0%) +Types: int:7,146,932 +Numeric values: 7,146,932 total +Numeric range: min:1,459,148,160, max:1,459,231,347, avg:1459189082.5 +Numeric std dev: 23638.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 7,146,932/7,146,932 (100.0%) +Types: NoneType:6,361,289, dict:785,643 +Null/Empty: null:6,361,289 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 7,146,932/7,146,932 (100.0%) +Types: NoneType:7,120,859, str:26,073 +Null/Empty: null:7,120,859 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 26,058 (99.9%) + 'admin': 15 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 7,146,932/7,146,932 (100.0%) +Types: int:7,146,932 +Numeric values: 7,146,932 total +Numeric range: min:0, max:15, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 12 +Top 5 numeric values: + 0: 7,143,642 (100.0%) + 1: 3,059 (0.0%) + 2: 178 (0.0%) + 3: 24 (0.0%) + 4: 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 7,146,932/7,146,932 (100.0%) +Types: NoneType:5,614,838, str:1,532,094 +Null/Empty: null:5,614,838, empty_str:43,624 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Trade': 226 (0.0%) + 'PS4': 159 (0.0%) + 'Discussion': 123 (0.0%) + 'Question': 114 (0.0%) + 'Xbox One': 71 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 7,141,357/7,146,932 (99.9%) +Types: NoneType:7,141,357 +Null/Empty: null:7,141,357 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 7,141,357/7,146,932 (99.9%) +Types: NoneType:7,141,357 +Null/Empty: null:7,141,357 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 7,141,357/7,146,932 (99.9%) +Types: str:7,141,357 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'GlobalOffensiveTrade': 47 (0.0%) + 'AskReddit': 45 (0.0%) + 'Fireteams': 26 (0.0%) + 'pics': 17 (0.0%) + 'leagueoflegends': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 7,141,357/7,146,932 (99.9%) +Types: str:7,141,357 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2y6r4': 47 (0.0%) + 't5_2qh1i': 45 (0.0%) + 't5_2zc5x': 26 (0.0%) + 't5_2qh0u': 17 (0.0%) + 't5_2rfxx': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 7,141,357/7,146,932 (99.9%) +Types: NoneType:7,141,357 +Null/Empty: null:7,141,357 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2,097,993/7,146,932 (29.4%) +Types: str:2,097,993 +String length avg: 5.1 +Unique strings tracked: 5 +String values distribution: + 'link': 1,101,372 (52.5%) + 'self': 398,495 (19.0%) + 'rich:video': 360,417 (17.2%) + 'image': 237,509 (11.3%) + 'video': 200 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2,097,993/7,146,932 (29.4%) +Types: dict:2,097,993 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 5,575/7,146,932 (0.1%) +Types: NoneType:5,575 +Null/Empty: null:5,575 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 5,575/7,146,932 (0.1%) +Types: NoneType:5,571, str:4 +Null/Empty: null:5,571 +String length avg: 25.8 +Unique strings tracked: 2 +String values distribution: + 'http://example.com/1x1.gif': 3 (75.0%) + 'https://example.com/i.gif': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 5,575/7,146,932 (0.1%) +Types: str:5,575 +Null/Empty: empty_str:5,573 +String length avg: 79.0 +Unique strings tracked: 2 +String values distribution: + 'http://a.thumbs.redditmedia.com/LqX-Nn6Rp0CwIMLm3s...': 1 (50.0%) + 'http://b.thumbs.redditmedia.com/TSedF3SWbghlE3y0Ix...': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 5,575/7,146,932 (0.1%) +Types: NoneType:5,575 +Null/Empty: null:5,575 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 5,575/7,146,932 (0.1%) +Types: bool:5,575 +Booleans: true:5,575 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 5,575/7,146,932 (0.1%) +Types: bool:5,575 +Booleans: true:297 (5.3%), false:5,278 (94.7%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 5,575/7,146,932 (0.1%) +Types: str:5,575 +String length avg: 55.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.internetmodeling.com/26324': 15 (0.3%) + 'http://windrush.windrush.org/tzorm/Super+Bowl+50/': 11 (0.2%) + 'https://www.youtube.com/watch?v=Mpqo-joiY3c&fe...': 6 (0.1%) + 'http://reddit.com': 5 (0.1%) + 'http://www.google.com': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 5,575/7,146,932 (0.1%) +Types: NoneType:5,575 +Null/Empty: null:5,575 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 5,575/7,146,932 (0.1%) +Types: NoneType:5,574, str:1 +Null/Empty: null:5,574 +String length avg: 29.0 +Unique strings tracked: 1 +String values distribution: + 'https://example.com/i.gif?v=2': 1 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2016-03.jsonl +Analysis Time: 2026-01-15 07:38:06 +================================================================================ +Total lines: 6,901,239 +Processed lines: 6,901,239 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 6,901,239/6,901,239 (100.0%) +Types: NoneType:5,297,496, str:1,603,743 +Null/Empty: null:5,297,496, empty_str:144,627 +String length avg: 6.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'trade': 249 (0.0%) + '4': 236 (0.0%) + 'discussion': 191 (0.0%) + 'question': 124 (0.0%) + '2': 108 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 6,901,239/6,901,239 (100.0%) +Types: int:6,901,239 +Numeric values: 6,901,239 total +Numeric range: min:1,463,432,349, max:1,463,690,949, avg:1463474164.7 +Numeric std dev: 22111.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 6,901,239/6,901,239 (100.0%) +Types: dict:6,901,239 +Null/Empty: empty_obj:6,110,345 + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 6,901,239/6,901,239 (100.0%) +Types: int:6,901,239 +Numeric values: 6,901,239 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 6,901,239 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 6,901,239/6,901,239 (100.0%) +Types: str:6,901,239 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 289 (0.0%) + 'AutoModerator': 34 (0.0%) + 'filntcolvk': 8 (0.0%) + 'AncientAstronauts': 7 (0.0%) + 'noeatnosleep': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 6,901,239/6,901,239 (100.0%) +Types: bool:6,554,364, int:346,875 +Booleans: true:0 (0.0%), false:6,554,364 (100.0%) +Numeric values: 346,875 total +Numeric range: min:1,456,790,610, max:1,463,506,097, avg:1458230116.0 +Numeric std dev: 887267.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 6,901,239/6,901,239 (100.0%) +Types: bool:6,901,239 +Booleans: true:0 (0.0%), false:6,901,239 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 6,901,239/6,901,239 (100.0%) +Types: NoneType:5,262,806, str:1,638,433 +Null/Empty: null:5,262,806, empty_str:50,867 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Trade': 149 (0.0%) + 'PS4': 127 (0.0%) + 'Question': 108 (0.0%) + 'Discussion': 106 (0.0%) + 'Xbox One': 61 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 6,901,239/6,901,239 (100.0%) +Types: int:6,901,239 +Numeric values: 6,901,239 total +Numeric range: min:0, max:14,794, avg:26.9 +Numeric std dev: 215.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 6,901,239/6,901,239 (100.0%) +Types: int:6,901,239 +Numeric values: 6,901,239 total +Numeric range: min:0, max:14,794, avg:26.9 +Numeric std dev: 215.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 6,901,239/6,901,239 (100.0%) +Types: NoneType:5,640,480, str:1,260,759 +Null/Empty: null:5,640,480, empty_str:283,556 +String length avg: 22.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 36 (0.0%) + 'Xbox One': 14 (0.0%) + '-disenchant': 8 (0.0%) + 'New York Red Bulls': 6 (0.0%) + 'USA': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 6,901,239/6,901,239 (100.0%) +Types: str:6,901,239 +String length avg: 14.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 183 (0.0%) + 'i.imgur.com': 156 (0.0%) + 'youtube.com': 139 (0.0%) + 'vvtnet.com': 119 (0.0%) + 'self.AskReddit': 54 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 6,901,239/6,901,239 (100.0%) +Types: str:6,901,239 +String length avg: 74.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/CxBNZbj.gifv': 3 (0.0%) + 'http://www.vanityfair.com/news/2016/02/time-to-say...': 2 (0.0%) + 'http://i.imgur.com/9dB2XMP.jpg': 2 (0.0%) + 'http://cryptid-creations.deviantart.com/art/Daily-...': 2 (0.0%) + 'http://i.imgur.com/B207azY.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 6,901,239/6,901,239 (100.0%) +Types: str:6,901,239 +Null/Empty: empty_str:2,302 +String length avg: 54.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2016 N1 Grand Prix Tournament - Major 1': 3 (0.0%) + 'me irl': 3 (0.0%) + 'Sorry, Dreamers: It’s Time to Say Goodbye to Berni...': 2 (0.0%) + 'The origins of Sanders' ideology, in his own words': 2 (0.0%) + 'Honorable mention to Antabaka!': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 6,901,239/6,901,239 (100.0%) +Types: bool:6,901,239 +Booleans: true:0 (0.0%), false:6,901,239 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 6,901,239/6,901,239 (100.0%) +Types: dict:6,901,239 +Null/Empty: empty_obj:6,088,088 + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 6,901,239/6,901,239 (100.0%) +Types: bool:6,901,239 +Booleans: true:9,866 (0.1%), false:6,891,373 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 6,901,239/6,901,239 (100.0%) +Types: int:6,901,239 +Numeric values: 6,901,239 total +Numeric range: min:1,456,790,400, max:1,459,468,799, avg:1458117558.3 +Numeric std dev: 784365.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 6,901,239/6,901,239 (100.0%) +Types: NoneType:6,874,158, str:27,081 +Null/Empty: null:6,874,158 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 27,045 (99.9%) + 'admin': 36 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 6,901,239/6,901,239 (100.0%) +Types: int:6,901,239 +Numeric values: 6,901,239 total +Numeric range: min:0, max:10, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 11 +Top 5 numeric values: + 0: 6,897,675 (99.9%) + 1: 3,256 (0.0%) + 2: 214 (0.0%) + 3: 66 (0.0%) + 4: 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 6,901,239/6,901,239 (100.0%) +Types: str:6,901,239 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '48ddvx': 1 (0.0%) + '48ddvy': 1 (0.0%) + '48ddvz': 1 (0.0%) + '48ddw0': 1 (0.0%) + '48ddw1': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 6,901,239/6,901,239 (100.0%) +Types: int:6,901,239 +Numeric values: 6,901,239 total +Numeric range: min:0, max:35,510, avg:8.8 +Numeric std dev: 92.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 6,901,239/6,901,239 (100.0%) +Types: str:6,901,239 +String length avg: 67.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/gamemaker/comments/48ddvx/gms_help_out_of_memor...': 1 (0.0%) + '/r/NoFap/comments/48ddvy/i_am_an_optimist_i_always...': 1 (0.0%) + '/r/Screenwriting/comments/48ddvz/can_anyone_recomm...': 1 (0.0%) + '/r/highseddit/comments/48ddw0/so_i_go_to_the_mall_...': 1 (0.0%) + '/r/Modern_Family/comments/48ddw1/beyond_season_2_m...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 6,901,239/6,901,239 (100.0%) +Types: bool:6,901,239 +Booleans: true:4,135 (0.1%), false:6,897,104 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 6,901,239/6,901,239 (100.0%) +Types: str:6,901,239 +Null/Empty: empty_str:3,224,720 +String length avg: 372.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 473 (0.0%) + '[removed]': 309 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'Is it legal for them to take all of my wife's mate...': 2 (0.0%) + 'So I just found a base almost decayed! Every singl...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 6,901,239/6,901,239 (100.0%) +Types: str:6,901,239 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_48ddvx': 1 (0.0%) + 't3_48ddvy': 1 (0.0%) + 't3_48ddvz': 1 (0.0%) + 't3_48ddw0': 1 (0.0%) + 't3_48ddw1': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 6,901,239/6,901,239 (100.0%) +Types: NoneType:6,110,345, dict:790,894 +Null/Empty: null:6,110,345 + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 6,901,239/6,901,239 (100.0%) +Types: bool:6,901,239 +Booleans: true:1,324 (0.0%), false:6,899,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 6,901,239/6,901,239 (100.0%) +Types: NoneType:6,088,088, dict:813,151 +Null/Empty: null:6,088,088 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 6,901,239/6,901,239 (100.0%) +Types: NoneType:5,784,209, str:1,117,030 +Null/Empty: null:5,784,209, empty_str:156,011 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 63 (0.0%) + 'default': 27 (0.0%) + 'hi': 21 (0.0%) + 'xboxone': 21 (0.0%) + 'One': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 6,901,239/6,901,239 (100.0%) +Types: bool:6,901,239 +Booleans: true:535,861 (7.8%), false:6,365,378 (92.2%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 6,901,239/6,901,239 (100.0%) +Types: bool:6,901,239 +Booleans: true:0 (0.0%), false:6,901,239 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 6,901,239/6,901,239 (100.0%) +Types: str:6,901,237, NoneType:2 +Null/Empty: null:2 +String length avg: 24.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,588 (0.0%) + 'self': 1,469 (0.0%) + 'nsfw': 325 (0.0%) + 'http://b.thumbs.redditmedia.com/yK_6r3YinYWZqCLBZC...': 19 (0.0%) + 'http://b.thumbs.redditmedia.com/q7YSqZuTl_HXp9eYi3...': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 6,901,239/6,901,239 (100.0%) +Types: bool:6,901,239 +Booleans: true:3,436,705 (49.8%), false:3,464,534 (50.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 6,894,578/6,901,239 (99.9%) +Types: str:6,894,578 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 35 (0.0%) + 't5_2y6r4': 28 (0.0%) + 't5_2zc5x': 17 (0.0%) + 't5_30lae': 13 (0.0%) + 't5_2szyo': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 6,894,578/6,901,239 (99.9%) +Types: NoneType:6,894,578 +Null/Empty: null:6,894,578 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 6,894,578/6,901,239 (99.9%) +Types: NoneType:6,894,578 +Null/Empty: null:6,894,578 + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 6,894,578/6,901,239 (99.9%) +Types: NoneType:6,894,578 +Null/Empty: null:6,894,578 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 6,894,578/6,901,239 (99.9%) +Types: str:6,894,578 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 35 (0.0%) + 'GlobalOffensiveTrade': 28 (0.0%) + 'Fireteams': 17 (0.0%) + 'betternews': 13 (0.0%) + 'Showerthoughts': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2,195,844/6,901,239 (31.8%) +Types: dict:2,195,844 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2,195,844/6,901,239 (31.8%) +Types: str:2,195,844 +String length avg: 5.2 +Unique strings tracked: 5 +String values distribution: + 'link': 1,143,798 (52.1%) + 'self': 422,638 (19.2%) + 'rich:video': 383,986 (17.5%) + 'image': 245,135 (11.2%) + 'video': 287 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 6,661/6,901,239 (0.1%) +Types: str:6,661 +String length avg: 59.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.celnutrition.com': 10 (0.2%) + 'https://steamfriends.net/steam-user-posts': 10 (0.2%) + 'http://www.waslu.com': 7 (0.1%) + 'http://igdb.com/r/top100g': 4 (0.1%) + 'http://www.waslu.com/welcome/#signup': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 6,661/6,901,239 (0.1%) +Types: NoneType:6,661 +Null/Empty: null:6,661 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 6,661/6,901,239 (0.1%) +Types: bool:6,661 +Booleans: true:6,661 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 6,661/6,901,239 (0.1%) +Types: NoneType:6,661 +Null/Empty: null:6,661 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 6,661/6,901,239 (0.1%) +Types: NoneType:6,661 +Null/Empty: null:6,661 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 6,661/6,901,239 (0.1%) +Types: str:6,661 +Null/Empty: empty_str:6,655 +String length avg: 79.0 +Unique strings tracked: 6 +String values distribution: + 'http://b.thumbs.redditmedia.com/f3mcFUF9Afa-wmnDma...': 1 (16.7%) + 'http://b.thumbs.redditmedia.com/Nj_lTUfXf5XTi9tRYx...': 1 (16.7%) + 'http://a.thumbs.redditmedia.com/wgXtLfazDP8rpUI64O...': 1 (16.7%) + 'http://b.thumbs.redditmedia.com/hzmUWfCvlOk-dYQeYB...': 1 (16.7%) + 'http://b.thumbs.redditmedia.com/Z3LJGGQOx0JfGxWoXG...': 1 (16.7%) + 'http://b.thumbs.redditmedia.com/zw5HZuiq5g3ixeWej5...': 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 6,661/6,901,239 (0.1%) +Types: NoneType:6,661 +Null/Empty: null:6,661 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 6,661/6,901,239 (0.1%) +Types: bool:6,661 +Booleans: true:489 (7.3%), false:6,172 (92.7%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 6,661/6,901,239 (0.1%) +Types: NoneType:6,661 +Null/Empty: null:6,661 + +================================================================================ + +================================================================================ +FILE: RS_2016-04.jsonl +Analysis Time: 2026-01-15 07:44:50 +================================================================================ +Total lines: 6,922,510 +Processed lines: 6,922,510 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 6,922,510/6,922,510 (100.0%) +Types: NoneType:5,240,059, str:1,682,451 +Null/Empty: null:5,240,059, empty_str:54,716 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Trade': 204 (0.0%) + 'Discussion': 171 (0.0%) + 'Question': 112 (0.0%) + 'PS4': 56 (0.0%) + 'M4F': 44 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 6,922,510/6,922,510 (100.0%) +Types: int:6,922,510 +Numeric values: 6,922,510 total +Numeric range: min:0, max:11,850, avg:27.7 +Numeric std dev: 216.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 6,922,510/6,922,510 (100.0%) +Types: int:6,922,510 +Numeric values: 6,922,510 total +Numeric range: min:0, max:11,850, avg:27.7 +Numeric std dev: 216.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 6,922,510/6,922,510 (100.0%) +Types: NoneType:5,562,449, str:1,360,061 +Null/Empty: null:5,562,449, empty_str:313,967 +String length avg: 21.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/imgur_all Founder': 32 (0.0%) + 'PS4': 23 (0.0%) + 'NY': 18 (0.0%) + 'Hawthorn': 17 (0.0%) + 'Xbox One': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 6,922,510/6,922,510 (100.0%) +Types: str:6,922,510 +String length avg: 14.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 177 (0.0%) + 'youtube.com': 161 (0.0%) + 'i.imgur.com': 121 (0.0%) + 'self.AskReddit': 59 (0.0%) + 'self.GlobalOffensiveTrade': 45 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 6,922,510/6,922,510 (100.0%) +Types: str:6,922,510 +String length avg: 74.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://imgur.com/(null)': 5 (0.0%) + 'https://www.youtube.com/watch?v=oHg5SJYRHA0\\\': 3 (0.0%) + 'http://therightscoop.com/breaking-new-wisconsin-po...': 2 (0.0%) + 'https://www.youtube.com/watch?v=afbrtF5eqt4': 2 (0.0%) + 'https://www.youtube.com/watch?v=bERtaqXtBpI': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 6,922,510/6,922,510 (100.0%) +Types: str:6,922,510 +String length avg: 53.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'me irl': 3 (0.0%) + 'Greg Maxwell has left Blockstream!': 3 (0.0%) + 'Riven Montage #2 | The Blade of Exile': 2 (0.0%) + 'Andrew W.K. announces new political party: The Par...': 2 (0.0%) + 'How to trade Bitocin with a Demo Account.': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 6,922,510/6,922,510 (100.0%) +Types: bool:6,922,510 +Booleans: true:0 (0.0%), false:6,922,510 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 6,922,510/6,922,510 (100.0%) +Types: NoneType:5,269,722, str:1,652,788 +Null/Empty: null:5,269,722, empty_str:174,880 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'trade': 270 (0.0%) + 'discussion': 237 (0.0%) + 'question': 115 (0.0%) + 'red': 93 (0.0%) + '4': 67 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 6,922,510/6,922,510 (100.0%) +Types: dict:6,922,510 +Null/Empty: empty_obj:6,114,082 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 6,922,510/6,922,510 (100.0%) +Types: int:6,922,510 +Numeric values: 6,922,510 total +Numeric range: min:1,463,511,564, max:1,463,690,680, avg:1463549297.8 +Numeric std dev: 22121.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 6,922,510/6,922,510 (100.0%) +Types: int:6,922,510 +Numeric values: 6,922,510 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 6,922,510 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 6,922,510/6,922,510 (100.0%) +Types: str:6,922,510 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 234 (0.0%) + 'AutoModerator': 50 (0.0%) + 'webpoint22': 12 (0.0%) + 'fenerhotspurs': 10 (0.0%) + 'Jawdan': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 6,922,510/6,922,510 (100.0%) +Types: bool:6,577,516, int:344,994 +Booleans: true:0 (0.0%), false:6,577,516 (100.0%) +Numeric values: 344,994 total +Numeric range: min:1,459,469,090, max:1,463,579,647, avg:1460826779.1 +Numeric std dev: 781879.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 6,922,510/6,922,510 (100.0%) +Types: bool:6,922,510 +Booleans: true:0 (0.0%), false:6,922,510 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 6,922,510/6,922,510 (100.0%) +Types: NoneType:6,114,082, dict:808,428 +Null/Empty: null:6,114,082 + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 6,922,510/6,922,510 (100.0%) +Types: bool:6,922,510 +Booleans: true:1,323 (0.0%), false:6,921,187 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 6,922,510/6,922,510 (100.0%) +Types: NoneType:5,753,256, str:1,169,254 +Null/Empty: null:5,753,256, empty_str:154,505 +String length avg: 7.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 30 (0.0%) + 'hi': 30 (0.0%) + 'default': 21 (0.0%) + 'new-york': 19 (0.0%) + 'hawthorn11': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 6,922,510/6,922,510 (100.0%) +Types: bool:6,922,510 +Booleans: true:564,291 (8.2%), false:6,358,219 (91.8%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 6,922,510/6,922,510 (100.0%) +Types: NoneType:6,096,570, dict:825,940 +Null/Empty: null:6,096,570 + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 6,922,510/6,922,510 (100.0%) +Types: bool:6,922,510 +Booleans: true:0 (0.0%), false:6,922,510 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 6,922,510/6,922,510 (100.0%) +Types: str:6,922,505, NoneType:5 +Null/Empty: null:5 +String length avg: 25.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,496 (0.0%) + 'default': 1,335 (0.0%) + 'nsfw': 342 (0.0%) + 'http://b.thumbs.redditmedia.com/yK_6r3YinYWZqCLBZC...': 17 (0.0%) + 'http://b.thumbs.redditmedia.com/4vNAcrsFphFRRbg9Dx...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 6,922,510/6,922,510 (100.0%) +Types: bool:6,922,510 +Booleans: true:3,431,614 (49.6%), false:3,490,896 (50.4%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 6,922,510/6,922,510 (100.0%) +Types: dict:6,922,510 +Null/Empty: empty_obj:6,096,570 + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 6,922,510/6,922,510 (100.0%) +Types: bool:6,922,510 +Booleans: true:10,734 (0.2%), false:6,911,776 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 6,922,510/6,922,510 (100.0%) +Types: int:6,922,510 +Numeric values: 6,922,510 total +Numeric range: min:0, max:35, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 12 +Top 5 numeric values: + 0: 6,918,824 (99.9%) + 1: 3,399 (0.0%) + 2: 211 (0.0%) + 3: 43 (0.0%) + 4: 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 6,922,510/6,922,510 (100.0%) +Types: int:6,922,510 +Numeric values: 6,922,510 total +Numeric range: min:1,459,468,800, max:1,462,060,799, avg:1460770644.6 +Numeric std dev: 748647.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 6,922,510/6,922,510 (100.0%) +Types: NoneType:6,892,272, str:30,238 +Null/Empty: null:6,892,272 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 30,218 (99.9%) + 'admin': 20 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 6,922,510/6,922,510 (100.0%) +Types: str:6,922,510 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4cstvr': 1 (0.0%) + '4cstvs': 1 (0.0%) + '4cstvt': 1 (0.0%) + '4cstvu': 1 (0.0%) + '4cstvv': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 6,922,510/6,922,510 (100.0%) +Types: int:6,922,510 +Numeric values: 6,922,510 total +Numeric range: min:0, max:47,967, avg:8.8 +Numeric std dev: 88.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 6,922,510/6,922,510 (100.0%) +Types: str:6,922,510 +String length avg: 67.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/LifeProTips/comments/4cstvr/lpt_never_ever_ever...': 1 (0.0%) + '/r/MakeupAddiction/comments/4cstvs/my_eyeshadow_pa...': 1 (0.0%) + '/r/HiddenStrapon/comments/4cstvt/appropriately_dre...': 1 (0.0%) + '/r/Locksmith/comments/4cstvu/the_efficient_goods_a...': 1 (0.0%) + '/r/baldursgate/comments/4cstvv/anyone_have_a_saved...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 6,922,510/6,922,510 (100.0%) +Types: bool:6,922,510 +Booleans: true:6,701 (0.1%), false:6,915,809 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 6,922,510/6,922,510 (100.0%) +Types: str:6,922,510 +Null/Empty: empty_str:3,283,476 +String length avg: 382.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 469 (0.0%) + '[removed]': 279 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'Please use this thread to suggest new features, si...': 2 (0.0%) + 'So I found some bbs wheels with the this code 8jx1...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 6,922,510/6,922,510 (100.0%) +Types: str:6,922,510 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_4cstvr': 1 (0.0%) + 't3_4cstvs': 1 (0.0%) + 't3_4cstvt': 1 (0.0%) + 't3_4cstvu': 1 (0.0%) + 't3_4cstvv': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 6,915,578/6,922,510 (99.9%) +Types: NoneType:6,915,578 +Null/Empty: null:6,915,578 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 6,915,578/6,922,510 (99.9%) +Types: str:6,915,578 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 51 (0.0%) + 't5_2y6r4': 38 (0.0%) + 't5_2sqho': 23 (0.0%) + 't5_2rfxx': 18 (0.0%) + 't5_2qh1e': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 6,915,578/6,922,510 (99.9%) +Types: NoneType:6,915,578 +Null/Empty: null:6,915,578 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 6,915,578/6,922,510 (99.9%) +Types: str:6,915,578 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 51 (0.0%) + 'GlobalOffensiveTrade': 38 (0.0%) + 'GlobalOffensive': 23 (0.0%) + 'leagueoflegends': 18 (0.0%) + 'videos': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 6,915,578/6,922,510 (99.9%) +Types: NoneType:6,915,578 +Null/Empty: null:6,915,578 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2,275,692/6,922,510 (32.9%) +Types: str:2,275,692 +String length avg: 5.1 +Unique strings tracked: 5 +String values distribution: + 'link': 1,211,055 (53.2%) + 'self': 424,853 (18.7%) + 'rich:video': 392,046 (17.2%) + 'image': 247,505 (10.9%) + 'video': 233 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2,275,692/6,922,510 (32.9%) +Types: dict:2,275,692 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 6,932/6,922,510 (0.1%) +Types: NoneType:6,932 +Null/Empty: null:6,932 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 6,932/6,922,510 (0.1%) +Types: bool:6,932 +Booleans: true:912 (13.2%), false:6,020 (86.8%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 6,932/6,922,510 (0.1%) +Types: str:6,932 +Null/Empty: empty_str:6,911 +String length avg: 79.0 +Unique strings tracked: 13 +Top 5 string values: + 'http://a.thumbs.redditmedia.com/be9p2hB0YD9m4mEIMZ...': 5 (23.8%) + 'http://a.thumbs.redditmedia.com/cSlbm4YeoMePQgYJ4I...': 3 (14.3%) + 'http://b.thumbs.redditmedia.com/ESWwR-rc0dzi6f2XKn...': 3 (14.3%) + 'http://a.thumbs.redditmedia.com/Du641zNcvxKBbz2fFr...': 1 (4.8%) + 'http://b.thumbs.redditmedia.com/Wh8RCwmuLg9XqILEyd...': 1 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 6,932/6,922,510 (0.1%) +Types: NoneType:6,932 +Null/Empty: null:6,932 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 6,932/6,922,510 (0.1%) +Types: NoneType:6,931, str:1 +Null/Empty: null:6,931 +String length avg: 18.0 +Unique strings tracked: 1 +String values distribution: + 'http://dhunten.com': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 6,932/6,922,510 (0.1%) +Types: NoneType:6,920, str:12 +Null/Empty: null:6,920 +String length avg: 108.2 +Unique strings tracked: 7 +String values distribution: + 'http://example.com/i.gif': 3 (25.0%) + 'https://secure.insightexpressai.com/adServer/adSer...': 3 (25.0%) + 'https://secure.insightexpressai.com/adServer/adSer...': 2 (16.7%) + 'http://example.com/i.gif?timestamp={{timestamp}}': 1 (8.3%) + 'http://r/rupaulsdragrace r/Drag r/Dragracereaction...': 1 (8.3%) + 'http://dhunten.com': 1 (8.3%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 6,932/6,922,510 (0.1%) +Types: NoneType:6,932 +Null/Empty: null:6,932 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 6,932/6,922,510 (0.1%) +Types: bool:6,932 +Booleans: true:6,932 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 6,932/6,922,510 (0.1%) +Types: str:6,932 +String length avg: 59.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://store.steampowered.com/app/384300/': 11 (0.2%) + 'http://Reddit.com': 8 (0.1%) + 'http://flybrix.com': 5 (0.1%) + 'https://www.boss-inc.com/courses/slickrock-gatheri...': 4 (0.1%) + 'http://www.samsung.com/global/galaxy/wearables/gea...': 4 (0.1%) + +================================================================================ + +================================================================================ +FILE: RS_2016-05.jsonl +Analysis Time: 2026-01-15 07:51:47 +================================================================================ +Total lines: 7,277,166 +Processed lines: 7,277,166 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 7,277,166/7,277,166 (100.0%) +Types: str:7,277,166 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 238 (0.0%) + 'AutoModerator': 45 (0.0%) + 'LargeImagesBot': 24 (0.0%) + 'amici_ursi': 8 (0.0%) + 'RPBot': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 7,277,166/7,277,166 (100.0%) +Types: bool:7,277,166 +Booleans: true:3,737,389 (51.4%), false:3,539,777 (48.6%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 7,277,166/7,277,166 (100.0%) +Types: NoneType:5,481,288, str:1,795,878 +Null/Empty: null:5,481,288, empty_str:88,106 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Trade': 191 (0.0%) + 'Discussion': 117 (0.0%) + 'PS4': 102 (0.0%) + 'Question': 88 (0.0%) + 'Video': 55 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 7,277,166/7,277,166 (100.0%) +Types: int:7,277,166 +Numeric values: 7,277,166 total +Numeric range: min:0, max:33,397, avg:8.5 +Numeric std dev: 87.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 7,277,166/7,277,166 (100.0%) +Types: bool:7,277,166 +Booleans: true:0 (0.0%), false:7,277,166 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 7,277,166/7,277,166 (100.0%) +Types: str:7,277,166 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_4h6v0n': 1 (0.0%) + 't3_4h6v0o': 1 (0.0%) + 't3_4h6v0p': 1 (0.0%) + 't3_4h6v0q': 1 (0.0%) + 't3_4h6v0r': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 7,277,166/7,277,166 (100.0%) +Types: bool:6,925,868, int:351,298 +Booleans: true:0 (0.0%), false:6,925,868 (100.0%) +Numeric values: 351,298 total +Numeric range: min:1,462,061,191, max:1,466,497,857, avg:1463474597.6 +Numeric std dev: 815232.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 7,277,166/7,277,166 (100.0%) +Types: NoneType:6,079,242, str:1,197,924 +Null/Empty: null:6,079,242, empty_str:151,345 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 61 (0.0%) + 'hi': 36 (0.0%) + '1': 27 (0.0%) + 'default': 23 (0.0%) + 'mod': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 7,277,166/7,277,166 (100.0%) +Types: bool:7,277,166 +Booleans: true:10,543 (0.1%), false:7,266,623 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 7,277,166/7,277,166 (100.0%) +Types: NoneType:5,885,030, str:1,392,136 +Null/Empty: null:5,885,030, empty_str:314,604 +String length avg: 21.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 47 (0.0%) + '/r/imgur_all Founder': 21 (0.0%) + 'Xbox One': 15 (0.0%) + 'I'm still in high school': 12 (0.0%) + 'CA': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 7,277,166/7,277,166 (100.0%) +Types: bool:7,277,166 +Booleans: true:0 (0.0%), false:7,277,166 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 7,277,166/7,277,166 (100.0%) +Types: int:7,277,166 +Numeric values: 7,277,166 total +Numeric range: min:0, max:11,760, avg:27.5 +Numeric std dev: 216.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 7,277,166/7,277,166 (100.0%) +Types: dict:7,277,166 +Null/Empty: empty_obj:6,423,745 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 7,277,166/7,277,166 (100.0%) +Types: int:7,277,166 +Numeric values: 7,277,166 total +Numeric range: min:0, max:11,760, avg:27.5 +Numeric std dev: 216.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 7,277,166/7,277,166 (100.0%) +Types: NoneType:6,441,214, dict:835,952 +Null/Empty: null:6,441,214 + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 7,277,166/7,277,166 (100.0%) +Types: int:7,277,166 +Numeric values: 7,277,166 total +Numeric range: min:0, max:19, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 7,273,758 (100.0%) + 1: 3,154 (0.0%) + 2: 188 (0.0%) + 3: 44 (0.0%) + 4: 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 7,277,166/7,277,166 (100.0%) +Types: int:7,277,166 +Numeric values: 7,277,166 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 7,277,166 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 7,277,166/7,277,166 (100.0%) +Types: int:7,277,166 +Numeric values: 7,277,166 total +Numeric range: min:1,466,416,043, max:1,466,599,060, avg:1466459485.9 +Numeric std dev: 26833.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 7,277,166/7,277,166 (100.0%) +Types: bool:7,277,166 +Booleans: true:5,364 (0.1%), false:7,271,802 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 7,277,166/7,277,166 (100.0%) +Types: str:7,277,166 +String length avg: 14.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 200 (0.0%) + 'i.imgur.com': 169 (0.0%) + 'youtube.com': 159 (0.0%) + 'self.GlobalOffensiveTrade': 56 (0.0%) + 'self.AskReddit': 49 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 7,277,166/7,277,166 (100.0%) +Types: str:7,277,166 +Null/Empty: empty_str:3,321,278 +String length avg: 373.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 456 (0.0%) + '[removed]': 279 (0.0%) + 'I killed the Twin Fury, Nymora. + +': 4 (0.0%) + 'I killed the Twin Fury, Avaryss. + +': 3 (0.0%) + 'This was automatically posted.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 7,277,166/7,277,166 (100.0%) +Types: NoneType:5,512,925, str:1,764,241 +Null/Empty: null:5,512,925, empty_str:199,325 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'trade': 309 (0.0%) + '4': 197 (0.0%) + 'discussion': 183 (0.0%) + 'question': 118 (0.0%) + '2': 98 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 7,277,166/7,277,166 (100.0%) +Types: NoneType:7,245,636, str:31,530 +Null/Empty: null:7,245,636 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 31,510 (99.9%) + 'admin': 20 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 7,277,166/7,277,166 (100.0%) +Types: bool:7,277,166 +Booleans: true:0 (0.0%), false:7,277,166 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 7,277,166/7,277,166 (100.0%) +Types: str:7,277,166 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4h6v0n': 1 (0.0%) + '4h6v0o': 1 (0.0%) + '4h6v0p': 1 (0.0%) + '4h6v0q': 1 (0.0%) + '4h6v0r': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 7,277,166/7,277,166 (100.0%) +Types: bool:7,277,166 +Booleans: true:1,382 (0.0%), false:7,275,784 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 7,277,166/7,277,166 (100.0%) +Types: str:7,277,166 +String length avg: 76.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/XyCKk5Q.jpg': 20 (0.0%) + 'http://i.imgur.com/7TpgboU.jpg': 3 (0.0%) + 'https://www.facebook.com/redlondon17/videos/201897...': 3 (0.0%) + 'https://cdn2.artstation.com/p/assets/images/images...': 3 (0.0%) + 'https://youtu.be/8vp6aflSuY8': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 7,277,166/7,277,166 (100.0%) +Types: str:7,277,166 +String length avg: 68.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/technology/comments/4h6v0n/nigeria_has_been_pro...': 1 (0.0%) + '/r/TagPro/comments/4h6v0o/xpost_from_rnltp_signs_y...': 1 (0.0%) + '/r/NSFW_Snapchat/comments/4h6v0p/morning_selfie/': 1 (0.0%) + '/r/darksouls3/comments/4h6v0q/your_nominations_ple...': 1 (0.0%) + '/r/The_Donald/comments/4h6v0r/hillary_clinton_is_p...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 7,277,166/7,277,166 (100.0%) +Types: dict:7,277,166 +Null/Empty: empty_obj:6,441,214 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 7,277,166/7,277,166 (100.0%) +Types: bool:7,277,166 +Booleans: true:581,851 (8.0%), false:6,695,315 (92.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 7,277,166/7,277,166 (100.0%) +Types: NoneType:6,423,745, dict:853,421 +Null/Empty: null:6,423,745 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 7,277,166/7,277,166 (100.0%) +Types: str:7,277,159, NoneType:7 +Null/Empty: null:7 +String length avg: 24.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,473 (0.0%) + 'default': 1,281 (0.0%) + 'nsfw': 338 (0.0%) + 'http://b.thumbs.redditmedia.com/yK_6r3YinYWZqCLBZC...': 37 (0.0%) + 'http://b.thumbs.redditmedia.com/DbwjGYyvFQghddQu7t...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 7,277,166/7,277,166 (100.0%) +Types: int:7,277,166 +Numeric values: 7,277,166 total +Numeric range: min:1,462,060,800, max:1,464,739,199, avg:1463354558.8 +Numeric std dev: 789963.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 7,277,166/7,277,166 (100.0%) +Types: str:7,277,166 +String length avg: 53.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Will you light my night? My snapchat is violetgail...': 20 (0.0%) + '25 [F4A] Will you light my night': 6 (0.0%) + 'I killed Nymora, the Vengeful.': 4 (0.0%) + 'New teen porn': 4 (0.0%) + 'Le Trump Bump': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 7,270,523/7,277,166 (99.9%) +Types: NoneType:7,270,523 +Null/Empty: null:7,270,523 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 7,270,523/7,277,166 (99.9%) +Types: str:7,270,523 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'GlobalOffensiveTrade': 40 (0.0%) + 'AskReddit': 37 (0.0%) + 'LargeImages': 31 (0.0%) + 'The_Donald': 22 (0.0%) + 'Fireteams': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 7,270,523/7,277,166 (99.9%) +Types: NoneType:7,270,523 +Null/Empty: null:7,270,523 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 7,270,523/7,277,166 (99.9%) +Types: str:7,270,523 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2y6r4': 40 (0.0%) + 't5_2qh1i': 37 (0.0%) + 't5_38omo': 31 (0.0%) + 't5_38unr': 22 (0.0%) + 't5_2zc5x': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 7,270,523/7,277,166 (99.9%) +Types: NoneType:7,270,523 +Null/Empty: null:7,270,523 + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2,341,592/7,277,166 (32.2%) +Types: dict:2,341,592 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2,341,592/7,277,166 (32.2%) +Types: str:2,341,592 +String length avg: 5.1 +Unique strings tracked: 5 +String values distribution: + 'link': 1,234,211 (52.7%) + 'self': 452,663 (19.3%) + 'rich:video': 402,724 (17.2%) + 'image': 251,460 (10.7%) + 'video': 534 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 6,643/7,277,166 (0.1%) +Types: str:6,643 +String length avg: 59.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.astrologerravikant.com': 73 (1.1%) + 'http://store.steampowered.com/app/384300/': 72 (1.1%) + 'http://store.steampowered.com/app/384300': 10 (0.2%) + 'https://ecoaches.com': 9 (0.1%) + 'https://www.angularjobs.com/partner/job/applicatio...': 8 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 6,643/7,277,166 (0.1%) +Types: NoneType:6,643 +Null/Empty: null:6,643 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 6,643/7,277,166 (0.1%) +Types: bool:6,643 +Booleans: true:6,639 (99.9%), false:4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 6,643/7,277,166 (0.1%) +Types: bool:6,643 +Booleans: true:959 (14.4%), false:5,684 (85.6%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 6,643/7,277,166 (0.1%) +Types: NoneType:6,643 +Null/Empty: null:6,643 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 6,643/7,277,166 (0.1%) +Types: NoneType:6,642, str:1 +Null/Empty: null:6,642 +String length avg: 19.0 +Unique strings tracked: 1 +String values distribution: + 'https://example.com': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 6,643/7,277,166 (0.1%) +Types: NoneType:6,643 +Null/Empty: null:6,643 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 6,643/7,277,166 (0.1%) +Types: NoneType:6,643 +Null/Empty: null:6,643 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 6,643/7,277,166 (0.1%) +Types: str:6,643 +Null/Empty: empty_str:4,856 +String length avg: 79.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://b.thumbs.redditmedia.com/OS1DLhHvc4iXuCHO_6...': 7 (0.4%) + 'http://b.thumbs.redditmedia.com/FOCMqR6VImwwbK60Oj...': 5 (0.3%) + 'http://b.thumbs.redditmedia.com/Brer7o5EDJF5u7R0-c...': 4 (0.2%) + 'http://a.thumbs.redditmedia.com/Dx-e3WjfZJKeph2SAi...': 4 (0.2%) + 'http://b.thumbs.redditmedia.com/E_Gfsfx0lqFfmM3uRL...': 4 (0.2%) + +================================================================================ + +================================================================================ +FILE: RS_2016-06.jsonl +Analysis Time: 2026-01-15 07:58:46 +================================================================================ +Total lines: 7,188,762 +Processed lines: 7,188,762 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 7,188,762/7,188,762 (100.0%) +Types: int:7,188,762 +Numeric values: 7,188,762 total +Numeric range: min:0, max:33, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 7,185,568 (100.0%) + 1: 2,933 (0.0%) + 2: 181 (0.0%) + 3: 46 (0.0%) + 4: 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 7,188,762/7,188,762 (100.0%) +Types: NoneType:6,050,556, str:1,138,206 +Null/Empty: null:6,050,556, empty_str:144,894 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 56 (0.0%) + 'default': 47 (0.0%) + 'hi': 23 (0.0%) + 'One': 21 (0.0%) + 'green': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 7,188,762/7,188,762 (100.0%) +Types: str:7,188,762 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_4lyd4m': 1 (0.0%) + 't3_4lyd4o': 1 (0.0%) + 't3_4lyd4p': 1 (0.0%) + 't3_4lyd4q': 1 (0.0%) + 't3_4lyd4r': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 7,188,762/7,188,762 (100.0%) +Types: NoneType:5,335,904, str:1,852,858 +Null/Empty: null:5,335,904, empty_str:67,853 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Trade': 163 (0.0%) + 'Discussion': 104 (0.0%) + 'Question': 94 (0.0%) + 'PS4': 94 (0.0%) + 'News & Discussion': 58 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 7,188,762/7,188,762 (100.0%) +Types: bool:7,188,762 +Booleans: true:0 (0.0%), false:7,188,762 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 7,188,762/7,188,762 (100.0%) +Types: str:7,188,762 +String length avg: 54.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Have fun with me. Horny and bored. My snapchat is ...': 24 (0.0%) + '20 [F4A] have fun with me. horny and bored': 7 (0.0%) + 'Patricia Zavala': 4 (0.0%) + 'Leisure Centre - ディスコナイト': 4 (0.0%) + 'me irl': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 7,188,762/7,188,762 (100.0%) +Types: str:7,188,762 +String length avg: 14.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 210 (0.0%) + 'i.imgur.com': 172 (0.0%) + 'youtube.com': 157 (0.0%) + 'self.AskReddit': 71 (0.0%) + 'self.GlobalOffensiveTrade': 56 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 7,188,762/7,188,762 (100.0%) +Types: str:7,188,758, NoneType:4 +Null/Empty: null:4 +String length avg: 25.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,497 (0.0%) + 'default': 1,262 (0.0%) + 'nsfw': 386 (0.0%) + 'http://b.thumbs.redditmedia.com/Adzf0O6WTwCtEdgNBL...': 9 (0.0%) + 'http://a.thumbs.redditmedia.com/M3ODED1_aSp3vq48pu...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 7,188,762/7,188,762 (100.0%) +Types: dict:7,188,762 +Null/Empty: empty_obj:6,345,569 + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 7,188,762/7,188,762 (100.0%) +Types: bool:7,188,762 +Booleans: true:10,782 (0.1%), false:7,177,980 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 7,188,762/7,188,762 (100.0%) +Types: int:7,188,762 +Numeric values: 7,188,762 total +Numeric range: min:1,472,733,847, max:1,472,830,976, avg:1472781396.3 +Numeric std dev: 26833.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 7,188,762/7,188,762 (100.0%) +Types: int:7,188,762 +Numeric values: 7,188,762 total +Numeric range: min:0, max:11,817, avg:26.5 +Numeric std dev: 210.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 7,188,762/7,188,762 (100.0%) +Types: dict:7,188,762 +Null/Empty: empty_obj:6,331,712 + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 7,188,762/7,188,762 (100.0%) +Types: str:7,188,762 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 257 (0.0%) + 'AutoModerator': 42 (0.0%) + 'removalbot': 19 (0.0%) + 'ImagesOfNetwork': 13 (0.0%) + 'phman79': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 7,188,762/7,188,762 (100.0%) +Types: NoneType:7,158,899, str:29,863 +Null/Empty: null:7,158,899 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 29,843 (99.9%) + 'admin': 20 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 7,188,762/7,188,762 (100.0%) +Types: int:7,188,762 +Numeric values: 7,188,762 total +Numeric range: min:0, max:58,950, avg:8.6 +Numeric std dev: 97.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 7,188,762/7,188,762 (100.0%) +Types: NoneType:6,345,569, dict:843,193 +Null/Empty: null:6,345,569 + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 7,188,762/7,188,762 (100.0%) +Types: NoneType:6,331,712, dict:857,050 +Null/Empty: null:6,331,712 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 7,188,762/7,188,762 (100.0%) +Types: str:7,188,762 +String length avg: 75.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/KVjE6mj.jpg': 24 (0.0%) + 'http://imgur.com/MB19EGt': 4 (0.0%) + 'http://i.imgur.com/XngnrTl.jpg': 4 (0.0%) + 'https://soundcloud.com/mallsoft/vhmunpvlokib': 4 (0.0%) + 'http://imgur.com/a/3DxFc': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 7,188,762/7,188,762 (100.0%) +Types: NoneType:5,932,196, str:1,256,566 +Null/Empty: null:5,932,196, empty_str:275,453 +String length avg: 18.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 41 (0.0%) + '/r/imgur_all Founder': 29 (0.0%) + 'Xbox One': 19 (0.0%) + '4/97': 19 (0.0%) + 'LP member': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 7,188,762/7,188,762 (100.0%) +Types: int:7,188,762 +Numeric values: 7,188,762 total +Numeric range: min:0, max:11,817, avg:26.5 +Numeric std dev: 210.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 7,188,762/7,188,762 (100.0%) +Types: bool:7,188,762 +Booleans: true:0 (0.0%), false:7,188,762 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 7,188,762/7,188,762 (100.0%) +Types: str:7,188,762 +Null/Empty: empty_str:3,447,617 +String length avg: 374.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 470 (0.0%) + '[removed]': 260 (0.0%) + '## [Retail](https://67.media.tumblr.com/961787b49e...': 3 (0.0%) + 'This was automatically posted.': 3 (0.0%) + '...A SEVERE THUNDERSTORM WARNING REMAINS IN EFFECT...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 7,188,762/7,188,762 (100.0%) +Types: bool:7,188,762 +Booleans: true:584,185 (8.1%), false:6,604,577 (91.9%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 7,188,762/7,188,762 (100.0%) +Types: str:7,188,762 +String length avg: 67.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/beerporn/comments/4lyd4m/my_pull_for_asheville_...': 1 (0.0%) + '/r/The_Milo/comments/4lyd4o/milo_yiannopoulos_at_d...': 1 (0.0%) + '/r/darknetmarketsOZ/comments/4lyd4p/psa_aussiedank...': 1 (0.0%) + '/r/falloutlore/comments/4lyd4q/does_it_get_cold_in...': 1 (0.0%) + '/r/CaseClickerTrades/comments/4lyd4r/looking_for_f...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 7,188,762/7,188,762 (100.0%) +Types: NoneType:5,374,164, str:1,814,598 +Null/Empty: null:5,374,164, empty_str:210,915 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'trade': 241 (0.0%) + 'discussion': 160 (0.0%) + 'a': 143 (0.0%) + 'f': 138 (0.0%) + '4': 135 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 7,188,762/7,188,762 (100.0%) +Types: bool:7,188,762 +Booleans: true:0 (0.0%), false:7,188,762 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 7,188,762/7,188,762 (100.0%) +Types: bool:7,188,762 +Booleans: true:3,813 (0.1%), false:7,184,949 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 7,188,762/7,188,762 (100.0%) +Types: bool:6,837,785, int:350,977 +Booleans: true:0 (0.0%), false:6,837,785 (100.0%) +Numeric values: 350,977 total +Numeric range: min:1,464,739,452, max:1,472,810,756, avg:1466157757.8 +Numeric std dev: 948686.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 7,188,762/7,188,762 (100.0%) +Types: int:7,188,762 +Numeric values: 7,188,762 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 7,188,762 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 7,188,762/7,188,762 (100.0%) +Types: bool:7,188,762 +Booleans: true:1,746 (0.0%), false:7,187,016 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 7,188,762/7,188,762 (100.0%) +Types: str:7,188,762 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4lyd4m': 1 (0.0%) + '4lyd4o': 1 (0.0%) + '4lyd4p': 1 (0.0%) + '4lyd4q': 1 (0.0%) + '4lyd4r': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 7,188,762/7,188,762 (100.0%) +Types: int:7,188,762 +Numeric values: 7,188,762 total +Numeric range: min:1,464,739,200, max:1,467,331,199, avg:1466049852.7 +Numeric std dev: 749819.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 7,188,762/7,188,762 (100.0%) +Types: bool:7,188,762 +Booleans: true:3,473,138 (48.3%), false:3,715,624 (51.7%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 7,182,749/7,188,762 (99.9%) +Types: NoneType:7,182,749 +Null/Empty: null:7,182,749 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 7,182,749/7,188,762 (99.9%) +Types: NoneType:7,182,749 +Null/Empty: null:7,182,749 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 7,182,749/7,188,762 (99.9%) +Types: str:7,182,749 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 40 (0.0%) + 't5_2y6r4': 38 (0.0%) + 't5_2u5kl': 29 (0.0%) + 't5_2rfxx': 22 (0.0%) + 't5_2zc5x': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 7,182,749/7,188,762 (99.9%) +Types: str:7,182,749 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 40 (0.0%) + 'GlobalOffensiveTrade': 38 (0.0%) + 'Overwatch': 29 (0.0%) + 'leagueoflegends': 22 (0.0%) + 'Fireteams': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 7,182,749/7,188,762 (99.9%) +Types: NoneType:7,182,749 +Null/Empty: null:7,182,749 + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2,394,392/7,188,762 (33.3%) +Types: dict:2,394,392 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2,394,392/7,188,762 (33.3%) +Types: str:2,394,392 +String length avg: 5.1 +Unique strings tracked: 5 +String values distribution: + 'link': 1,330,125 (55.6%) + 'self': 406,947 (17.0%) + 'rich:video': 384,631 (16.1%) + 'image': 272,254 (11.4%) + 'video': 435 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 6,013/7,188,762 (0.1%) +Types: bool:6,013 +Booleans: true:6,013 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 6,013/7,188,762 (0.1%) +Types: NoneType:6,013 +Null/Empty: null:6,013 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 6,013/7,188,762 (0.1%) +Types: NoneType:6,012, str:1 +Null/Empty: null:6,012 +String length avg: 620.0 +Unique strings tracked: 1 +String values distribution: + 'https://pixel.redditmedia.com/i.gif?e=eyJhdiI6OTMy...': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 6,013/7,188,762 (0.1%) +Types: str:6,013 +Null/Empty: empty_str:1,993 +String length avg: 79.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://b.thumbs.redditmedia.com/mJ8ewlC4ICDNV7EOSp...': 6 (0.1%) + 'http://b.thumbs.redditmedia.com/fHQa6O4KZag9dBAJjr...': 5 (0.1%) + 'http://b.thumbs.redditmedia.com/XJh-hfRYCXUS_9bw1F...': 5 (0.1%) + 'http://b.thumbs.redditmedia.com/ibBoKctJyqf_aP2otJ...': 4 (0.1%) + 'http://b.thumbs.redditmedia.com/oRpCkps0atV4Ot6-zq...': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 6,013/7,188,762 (0.1%) +Types: bool:6,013 +Booleans: true:953 (15.8%), false:5,060 (84.2%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 6,013/7,188,762 (0.1%) +Types: NoneType:6,013 +Null/Empty: null:6,013 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 6,013/7,188,762 (0.1%) +Types: NoneType:6,013 +Null/Empty: null:6,013 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 6,013/7,188,762 (0.1%) +Types: str:6,013 +String length avg: 64.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.adqvideo.com/': 11 (0.2%) + 'http://test.com': 8 (0.1%) + 'http://www.google.com': 5 (0.1%) + 'https://www.reddit.com/r/seattlewa': 5 (0.1%) + 'http://goon.squaaaaad.com': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 6,013/7,188,762 (0.1%) +Types: NoneType:5,999, str:14 +Null/Empty: null:5,999 +String length avg: 170.0 +Unique strings tracked: 10 +String values distribution: + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=nl...': 5 (35.7%) + 'https://ad.doubleclick.net/ddm/ad/EXAMPLE/EXAMPLE;...': 1 (7.1%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (7.1%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (7.1%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (7.1%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (7.1%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (7.1%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (7.1%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (7.1%) + 'https://example.com/i.gif': 1 (7.1%) + +================================================================================ + +================================================================================ +FILE: RS_2016-07.jsonl +Analysis Time: 2026-01-15 08:05:57 +================================================================================ +Total lines: 7,369,835 +Processed lines: 7,369,835 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 7,369,835/7,369,835 (100.0%) +Types: NoneType:6,553,164, dict:816,671 +Null/Empty: null:6,553,164 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 7,369,835/7,369,835 (100.0%) +Types: str:7,369,835 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 164 (0.0%) + 'i.imgur.com': 147 (0.0%) + 'imgur.com': 134 (0.0%) + 'i.redd.it': 64 (0.0%) + 'self.AskReddit': 51 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 7,369,835/7,369,835 (100.0%) +Types: int:7,369,835 +Numeric values: 7,369,835 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 7,369,835 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 7,369,835/7,369,835 (100.0%) +Types: NoneType:7,337,957, str:31,878 +Null/Empty: null:7,337,957 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 31,857 (99.9%) + 'admin': 21 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 7,369,835/7,369,835 (100.0%) +Types: int:7,369,835 +Numeric values: 7,369,835 total +Numeric range: min:0, max:24,553, avg:26.8 +Numeric std dev: 216.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 7,369,835/7,369,835 (100.0%) +Types: str:7,369,835 +Null/Empty: empty_str:3,504,353 +String length avg: 374.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 427 (0.0%) + '[removed]': 237 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'I have added to my original CocoaPods video tutori...': 2 (0.0%) + 'Please use this thread to suggest new features, si...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 7,369,835/7,369,835 (100.0%) +Types: NoneType:6,196,422, str:1,173,413 +Null/Empty: null:6,196,422, empty_str:141,293 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 33 (0.0%) + 'PS4': 29 (0.0%) + 'One': 18 (0.0%) + 'hi': 16 (0.0%) + 'mod': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 7,369,835/7,369,835 (100.0%) +Types: int:7,369,835 +Numeric values: 7,369,835 total +Numeric range: min:0, max:24,553, avg:26.8 +Numeric std dev: 216.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 7,369,835/7,369,835 (100.0%) +Types: str:7,369,835 +String length avg: 67.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/electricdaisycarnival/comments/4qotdt/day_1_woe...': 1 (0.0%) + '/r/movies/comments/4qotdu/من_ابتغى_سنة_النبي_وسار_...': 1 (0.0%) + '/r/AskReddit/comments/4qotdv/canada_whats_your_bes...': 1 (0.0%) + '/r/SwitchbacksFC/comments/4qotdw/colorado_springs_...': 1 (0.0%) + '/r/streetwear/comments/4qotdy/how_to_get_washed_ou...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 7,369,835/7,369,835 (100.0%) +Types: bool:7,369,835 +Booleans: true:3,616,643 (49.1%), false:3,753,192 (50.9%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 7,369,835/7,369,835 (100.0%) +Types: str:7,369,835 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_4qotdt': 1 (0.0%) + 't3_4qotdu': 1 (0.0%) + 't3_4qotdv': 1 (0.0%) + 't3_4qotdw': 1 (0.0%) + 't3_4qotdy': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 7,369,835/7,369,835 (100.0%) +Types: str:7,369,826, NoneType:9 +Null/Empty: null:9 +String length avg: 25.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,298 (0.0%) + 'default': 1,012 (0.0%) + 'nsfw': 292 (0.0%) + 'http://a.thumbs.redditmedia.com/vkivBqFs3fshakLXw-...': 4 (0.0%) + 'http://a.thumbs.redditmedia.com/IBgpb6ix4kLiV_eY7O...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 7,369,835/7,369,835 (100.0%) +Types: dict:7,369,835 +Null/Empty: empty_obj:6,538,636 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 7,369,835/7,369,835 (100.0%) +Types: NoneType:5,537,068, str:1,832,767 +Null/Empty: null:5,537,068, empty_str:230,493 +String length avg: 6.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'trade': 176 (0.0%) + 'f': 168 (0.0%) + 'discussion': 143 (0.0%) + 'question': 81 (0.0%) + '4': 76 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 7,369,835/7,369,835 (100.0%) +Types: str:7,369,835 +String length avg: 54.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I'm down for anything for the next few hours :D My...': 11 (0.0%) + 'me irl': 3 (0.0%) + 'Randy Moore': 3 (0.0%) + 'I was bored on my day off. So I decided to film an...': 2 (0.0%) + 'BEING HUMAN British Vs American series . Compariso...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 7,369,835/7,369,835 (100.0%) +Types: int:7,369,835 +Numeric values: 7,369,835 total +Numeric range: min:0, max:113, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 7,366,617 (100.0%) + 1: 2,944 (0.0%) + 2: 193 (0.0%) + 3: 41 (0.0%) + 6: 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 7,369,835/7,369,835 (100.0%) +Types: bool:7,004,836, int:364,999 +Booleans: true:0 (0.0%), false:7,004,836 (100.0%) +Numeric values: 364,999 total +Numeric range: min:1,467,331,302, max:1,473,004,808, avg:1468868558.6 +Numeric std dev: 971856.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 7,369,835/7,369,835 (100.0%) +Types: bool:7,369,835 +Booleans: true:0 (0.0%), false:7,369,835 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 7,369,835/7,369,835 (100.0%) +Types: NoneType:6,538,636, dict:831,199 +Null/Empty: null:6,538,636 + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 7,369,835/7,369,835 (100.0%) +Types: bool:7,369,835 +Booleans: true:11,293 (0.2%), false:7,358,542 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 7,369,835/7,369,835 (100.0%) +Types: str:7,369,835 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 228 (0.0%) + 'AutoModerator': 41 (0.0%) + 'ell_computer': 18 (0.0%) + 'ImagesOfNetwork': 16 (0.0%) + 'RPBot': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 7,369,835/7,369,835 (100.0%) +Types: bool:7,369,835 +Booleans: true:573,408 (7.8%), false:6,796,427 (92.2%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 7,369,835/7,369,835 (100.0%) +Types: int:7,369,835 +Numeric values: 7,369,835 total +Numeric range: min:1,472,830,976, max:1,473,005,764, avg:1472954082.4 +Numeric std dev: 42449.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 7,369,835/7,369,835 (100.0%) +Types: bool:7,369,835 +Booleans: true:0 (0.0%), false:7,369,835 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 7,369,835/7,369,835 (100.0%) +Types: int:7,369,835 +Numeric values: 7,369,835 total +Numeric range: min:1,467,331,200, max:1,470,009,599, avg:1468681454.2 +Numeric std dev: 765123.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 7,369,835/7,369,835 (100.0%) +Types: bool:7,369,835 +Booleans: true:2,169 (0.0%), false:7,367,666 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 7,369,835/7,369,835 (100.0%) +Types: dict:7,369,835 +Null/Empty: empty_obj:6,553,164 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 7,369,835/7,369,835 (100.0%) +Types: str:7,369,835 +String length avg: 76.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/exCRYWB.jpg': 11 (0.0%) + 'https://www.youtube.com/watch?v=HyJEhTCCifg': 4 (0.0%) + 'https://c1.staticflickr.com/8/7299/27872947896_117...': 3 (0.0%) + 'https://www.instagram.com/p/BHTDzRkhcU6/?taken-by=...': 3 (0.0%) + 'https://i.redd.it/a0l1py58ni6x.jpg': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 7,369,835/7,369,835 (100.0%) +Types: NoneType:6,111,828, str:1,258,007 +Null/Empty: null:6,111,828, empty_str:306,196 +String length avg: 18.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/imgur_all Founder': 40 (0.0%) + 'PS4': 23 (0.0%) + 'Xbox One': 15 (0.0%) + 'mod': 10 (0.0%) + 'MAGA': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 7,369,835/7,369,835 (100.0%) +Types: NoneType:5,496,868, str:1,872,967 +Null/Empty: null:5,496,868, empty_str:48,674 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Trade': 117 (0.0%) + 'News & Discussion': 106 (0.0%) + 'Discussion': 105 (0.0%) + 'Question': 88 (0.0%) + 'PS4': 52 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 7,369,835/7,369,835 (100.0%) +Types: str:7,369,835 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4qotdt': 1 (0.0%) + '4qotdu': 1 (0.0%) + '4qotdv': 1 (0.0%) + '4qotdw': 1 (0.0%) + '4qotdy': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 7,369,835/7,369,835 (100.0%) +Types: bool:7,369,835 +Booleans: true:0 (0.0%), false:7,369,835 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 7,369,835/7,369,835 (100.0%) +Types: int:7,369,835 +Numeric values: 7,369,835 total +Numeric range: min:0, max:47,831, avg:8.6 +Numeric std dev: 98.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 7,369,835/7,369,835 (100.0%) +Types: bool:7,369,835 +Booleans: true:4,665 (0.1%), false:7,365,170 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 7,363,147/7,369,835 (99.9%) +Types: str:7,363,147 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Overwatch': 34 (0.0%) + 'GlobalOffensiveTrade': 28 (0.0%) + 'AskReddit': 27 (0.0%) + 'The_Donald': 18 (0.0%) + 'news_etc': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 7,363,147/7,369,835 (99.9%) +Types: NoneType:7,363,147 +Null/Empty: null:7,363,147 + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 7,363,147/7,369,835 (99.9%) +Types: NoneType:7,363,147 +Null/Empty: null:7,363,147 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 7,363,147/7,369,835 (99.9%) +Types: str:7,363,147 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2u5kl': 34 (0.0%) + 't5_2y6r4': 28 (0.0%) + 't5_2qh1i': 27 (0.0%) + 't5_38unr': 18 (0.0%) + 't5_3ewpe': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 7,363,147/7,369,835 (99.9%) +Types: NoneType:7,363,147 +Null/Empty: null:7,363,147 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2,434,834/7,369,835 (33.0%) +Types: str:2,434,834 +String length avg: 5.0 +Unique strings tracked: 5 +String values distribution: + 'link': 1,354,067 (55.6%) + 'self': 386,767 (15.9%) + 'rich:video': 360,152 (14.8%) + 'image': 333,230 (13.7%) + 'video': 618 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2,434,834/7,369,835 (33.0%) +Types: dict:2,434,834 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 6,688/7,369,835 (0.1%) +Types: bool:6,688 +Booleans: true:1,238 (18.5%), false:5,450 (81.5%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 6,688/7,369,835 (0.1%) +Types: str:6,688 +Null/Empty: empty_str:1,978 +String length avg: 79.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://b.thumbs.redditmedia.com/Iqt9ZaQBSKC9LD-gc_...': 9 (0.2%) + 'http://b.thumbs.redditmedia.com/eHdh2MGA9uindqHYNo...': 6 (0.1%) + 'http://b.thumbs.redditmedia.com/bcXq95Tj5z60GldUpP...': 5 (0.1%) + 'http://b.thumbs.redditmedia.com/ZmYPlsUw2sMth8V6NC...': 5 (0.1%) + 'http://b.thumbs.redditmedia.com/3sxeRrf9fJ3u-6E1gv...': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 6,688/7,369,835 (0.1%) +Types: NoneType:6,688 +Null/Empty: null:6,688 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 6,688/7,369,835 (0.1%) +Types: NoneType:6,688 +Null/Empty: null:6,688 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 6,688/7,369,835 (0.1%) +Types: bool:6,688 +Booleans: true:6,688 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 6,688/7,369,835 (0.1%) +Types: NoneType:6,688 +Null/Empty: null:6,688 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 6,688/7,369,835 (0.1%) +Types: str:6,688 +String length avg: 64.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://store.steampowered.com/app/384300/': 25 (0.4%) + 'https://olimp.us/?utm_source=reddit&utm_campai...': 10 (0.1%) + 'https://www.patreon.com/posts/sneak-peek-bar-43370...': 6 (0.1%) + 'https://www.youtube.com/watch?v=qYsf3rvijh0': 6 (0.1%) + 'https://www.pawesomestore.com/products/love-pitbul...': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 6,688/7,369,835 (0.1%) +Types: NoneType:6,688 +Null/Empty: null:6,688 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 6,688/7,369,835 (0.1%) +Types: NoneType:6,671, str:17 +Null/Empty: null:6,671 +String length avg: 150.9 +Unique strings tracked: 17 +Top 5 string values: + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (5.9%) + 'https://ad.doubleclick.net/ddm/trackimp/N3643.1318...': 1 (5.9%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (5.9%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (5.9%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (5.9%) + +================================================================================ + +================================================================================ +FILE: RS_2016-08.jsonl +Analysis Time: 2026-01-15 08:13:15 +================================================================================ +Total lines: 7,591,689 +Processed lines: 7,591,689 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 7,591,689/7,591,689 (100.0%) +Types: bool:7,591,689 +Booleans: true:6,978 (0.1%), false:7,584,711 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 7,591,689/7,591,689 (100.0%) +Types: bool:7,591,689 +Booleans: true:3,751,155 (49.4%), false:3,840,534 (50.6%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 7,591,689/7,591,689 (100.0%) +Types: str:7,591,689 +Null/Empty: empty_str:3,642,688 +String length avg: 396.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 421 (0.0%) + '[removed]': 268 (0.0%) + 'This was automatically posted': 3 (0.0%) + 'I killed a spinner of death, Araxxi. + +': 2 (0.0%) + 'ednmdayq ': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 7,591,689/7,591,689 (100.0%) +Types: NoneType:5,637,387, str:1,954,302 +Null/Empty: null:5,637,387, empty_str:50,984 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Question': 123 (0.0%) + 'Screenshot': 108 (0.0%) + 'Discussion': 105 (0.0%) + 'Trade': 96 (0.0%) + 'PS4': 67 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 7,591,689/7,591,689 (100.0%) +Types: str:7,591,689 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_4vjrss': 1 (0.0%) + 't3_4vjrst': 1 (0.0%) + 't3_4vjrsu': 1 (0.0%) + 't3_4vjrsv': 1 (0.0%) + 't3_4vjrsw': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 7,591,689/7,591,689 (100.0%) +Types: str:7,591,689 +String length avg: 67.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/woodworking/comments/4vjrss/questions_about_woo...': 1 (0.0%) + '/r/LiverpoolFC/comments/4vjrst/prematch_thread_liv...': 1 (0.0%) + '/r/PanamaPapers/comments/4vjrsu/towers_of_secrecy_...': 1 (0.0%) + '/r/MyChemicalRomance/comments/4vjrsv/httpswwwetsyc...': 1 (0.0%) + '/r/fivenightsatfreddys/comments/4vjrsw/ballora_by_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 7,591,689/7,591,689 (100.0%) +Types: bool:7,591,689 +Booleans: true:2,129 (0.0%), false:7,589,560 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 7,591,689/7,591,689 (100.0%) +Types: NoneType:6,305,778, str:1,285,911 +Null/Empty: null:6,305,778, empty_str:304,640 +String length avg: 19.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 29 (0.0%) + 'Xbox One': 18 (0.0%) + 'NJ': 7 (0.0%) + 'verified': 6 (0.0%) + 'MAGA': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 7,591,689/7,591,689 (100.0%) +Types: int:7,591,689 +Numeric values: 7,591,689 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 7,591,689 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 7,591,689/7,591,689 (100.0%) +Types: NoneType:6,395,550, str:1,196,139 +Null/Empty: null:6,395,550, empty_str:150,667 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 42 (0.0%) + 'hi': 30 (0.0%) + 'default': 27 (0.0%) + 'One': 21 (0.0%) + 'flair-default': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 7,591,689/7,591,689 (100.0%) +Types: NoneType:5,676,420, str:1,915,269 +Null/Empty: null:5,676,420, empty_str:217,550 +String length avg: 6.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'screenshot': 181 (0.0%) + 'trade': 176 (0.0%) + 'discussion': 168 (0.0%) + 'question': 160 (0.0%) + '4': 109 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 7,591,689/7,591,689 (100.0%) +Types: bool:7,591,689 +Booleans: true:609,030 (8.0%), false:6,982,659 (92.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 7,591,689/7,591,689 (100.0%) +Types: bool:7,591,689 +Booleans: true:0 (0.0%), false:7,591,689 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 7,591,689/7,591,689 (100.0%) +Types: NoneType:6,705,804, dict:885,885 +Null/Empty: null:6,705,804 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 7,591,689/7,591,689 (100.0%) +Types: str:7,591,689 +String length avg: 77.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/oAtyrlP.jpg': 4 (0.0%) + 'http://i.imgur.com/vgWWObj.jpg': 3 (0.0%) + 'https://i.reddituploads.com/7267cacb66f2460abc0889...': 3 (0.0%) + 'http://imgur.com/gallery/Bl0Qb': 3 (0.0%) + 'http://workingoutforweightlosshub.blogspot.com/201...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 7,591,689/7,591,689 (100.0%) +Types: bool:7,591,689 +Booleans: true:12,341 (0.2%), false:7,579,348 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 7,591,689/7,591,689 (100.0%) +Types: int:7,591,689 +Numeric values: 7,591,689 total +Numeric range: min:0, max:20, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 11 +Top 5 numeric values: + 0: 7,588,380 (100.0%) + 1: 3,018 (0.0%) + 2: 223 (0.0%) + 3: 44 (0.0%) + 4: 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 7,591,689/7,591,689 (100.0%) +Types: bool:7,204,560, int:387,129 +Booleans: true:0 (0.0%), false:7,204,560 (100.0%) +Numeric values: 387,129 total +Numeric range: min:1,470,009,799, max:1,473,098,171, avg:1471428401.5 +Numeric std dev: 777585.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 7,591,689/7,591,689 (100.0%) +Types: NoneType:7,557,429, str:34,260 +Null/Empty: null:7,557,429 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 34,228 (99.9%) + 'admin': 32 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 7,591,689/7,591,689 (100.0%) +Types: str:7,591,689 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4vjrss': 1 (0.0%) + '4vjrst': 1 (0.0%) + '4vjrsu': 1 (0.0%) + '4vjrsv': 1 (0.0%) + '4vjrsw': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 7,591,689/7,591,689 (100.0%) +Types: int:7,591,689 +Numeric values: 7,591,689 total +Numeric range: min:1,473,005,764, max:1,473,098,371, avg:1473051765.6 +Numeric std dev: 26773.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 7,591,689/7,591,689 (100.0%) +Types: str:7,591,689 +String length avg: 14.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 196 (0.0%) + 'youtube.com': 146 (0.0%) + 'i.reddituploads.com': 93 (0.0%) + 'i.imgur.com': 92 (0.0%) + 'i.redd.it': 75 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 7,591,689/7,591,689 (100.0%) +Types: str:7,591,689 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 222 (0.0%) + 'AutoModerator': 41 (0.0%) + 'ImagesOfNetwork': 31 (0.0%) + 'Antoniodonga2': 8 (0.0%) + 'fiplefip': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 7,591,689/7,591,689 (100.0%) +Types: int:7,591,689 +Numeric values: 7,591,689 total +Numeric range: min:1,470,009,600, max:1,472,687,999, avg:1471350876.7 +Numeric std dev: 777737.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 7,591,689/7,591,689 (100.0%) +Types: int:7,591,689 +Numeric values: 7,591,689 total +Numeric range: min:0, max:13,207, avg:28.8 +Numeric std dev: 224.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 7,591,689/7,591,689 (100.0%) +Types: dict:7,591,689 +Null/Empty: empty_obj:6,690,996 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 7,591,689/7,591,689 (100.0%) +Types: str:7,591,686, NoneType:3 +Null/Empty: null:3 +String length avg: 25.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,442 (0.0%) + 'default': 1,203 (0.0%) + 'nsfw': 285 (0.0%) + 'http://a.thumbs.redditmedia.com/VWt5KDmeOUFgxNMLAo...': 4 (0.0%) + 'http://b.thumbs.redditmedia.com/hzK_-zXt00_g4YvbQM...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 7,591,689/7,591,689 (100.0%) +Types: str:7,591,689 +String length avg: 53.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'me irl': 4 (0.0%) + 'Really bored and all alone. Add me on snapchat. My...': 4 (0.0%) + 'You know you're in Toronto when...': 3 (0.0%) + 'Victorious festival Yonge-Dundas.': 3 (0.0%) + 'Nothing better than returning from a 9 day trip to...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 7,591,689/7,591,689 (100.0%) +Types: bool:7,591,689 +Booleans: true:0 (0.0%), false:7,591,689 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 7,591,689/7,591,689 (100.0%) +Types: bool:7,591,689 +Booleans: true:0 (0.0%), false:7,591,689 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 7,591,689/7,591,689 (100.0%) +Types: NoneType:6,690,996, dict:900,693 +Null/Empty: null:6,690,996 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 7,591,689/7,591,689 (100.0%) +Types: int:7,591,689 +Numeric values: 7,591,689 total +Numeric range: min:0, max:13,207, avg:28.8 +Numeric std dev: 224.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 7,591,689/7,591,689 (100.0%) +Types: int:7,591,689 +Numeric values: 7,591,689 total +Numeric range: min:0, max:42,282, avg:8.7 +Numeric std dev: 85.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 7,591,689/7,591,689 (100.0%) +Types: dict:7,591,689 +Null/Empty: empty_obj:6,705,804 + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 7,584,305/7,591,689 (99.9%) +Types: NoneType:7,584,305 +Null/Empty: null:7,584,305 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 7,584,305/7,591,689 (99.9%) +Types: NoneType:7,584,305 +Null/Empty: null:7,584,305 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 7,584,305/7,591,689 (99.9%) +Types: str:7,584,305 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pokemongo': 56 (0.0%) + 'AskReddit': 49 (0.0%) + 'The_Donald': 25 (0.0%) + 'GlobalOffensiveTrade': 21 (0.0%) + 'Fireteams': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 7,584,305/7,591,689 (99.9%) +Types: NoneType:7,584,305 +Null/Empty: null:7,584,305 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 7,584,305/7,591,689 (99.9%) +Types: str:7,584,305 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_34jka': 56 (0.0%) + 't5_2qh1i': 49 (0.0%) + 't5_38unr': 25 (0.0%) + 't5_2y6r4': 21 (0.0%) + 't5_2zc5x': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2,511,094/7,591,689 (33.1%) +Types: str:2,511,094 +String length avg: 5.0 +Unique strings tracked: 5 +String values distribution: + 'link': 1,390,077 (55.4%) + 'self': 401,487 (16.0%) + 'rich:video': 376,542 (15.0%) + 'image': 342,361 (13.6%) + 'video': 627 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2,511,094/7,591,689 (33.1%) +Types: dict:2,511,094 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 7,384/7,591,689 (0.1%) +Types: NoneType:7,384 +Null/Empty: null:7,384 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 7,384/7,591,689 (0.1%) +Types: bool:7,384 +Booleans: true:7,384 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 7,384/7,591,689 (0.1%) +Types: NoneType:7,384 +Null/Empty: null:7,384 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 7,384/7,591,689 (0.1%) +Types: NoneType:7,384 +Null/Empty: null:7,384 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 7,384/7,591,689 (0.1%) +Types: bool:7,384 +Booleans: true:1,448 (19.6%), false:5,936 (80.4%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 7,384/7,591,689 (0.1%) +Types: str:7,384 +Null/Empty: empty_str:2,584 +String length avg: 79.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://b.thumbs.redditmedia.com/PdBcAYASOCXPlDHHfH...': 45 (0.9%) + 'http://b.thumbs.redditmedia.com/Ego1sNZSgJYCMRIx84...': 10 (0.2%) + 'http://b.thumbs.redditmedia.com/WChHlHdN6QIEh4QMpV...': 9 (0.2%) + 'http://b.thumbs.redditmedia.com/BRB4tZruWMUwDVkZWu...': 8 (0.2%) + 'http://a.thumbs.redditmedia.com/7n4EVuSRajGJLzmtF2...': 7 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 7,384/7,591,689 (0.1%) +Types: NoneType:7,384 +Null/Empty: null:7,384 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 7,384/7,591,689 (0.1%) +Types: str:7,384 +String length avg: 64.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.reddit.com': 13 (0.2%) + 'http://store.steampowered.com/app/384300/': 12 (0.2%) + 'https://www.zaprem.com/collections/computers-acces...': 11 (0.1%) + 'http://delimin.com/collections/giveaway': 8 (0.1%) + 'http://delimin.com/collections/trendy-giveaway': 7 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 7,384/7,591,689 (0.1%) +Types: NoneType:7,359, str:25 +Null/Empty: null:7,359 +String length avg: 162.4 +Unique strings tracked: 15 +Top 5 string values: + 'https://ad.doubleclick.net/ddm/trackimpj/N3643.131...': 4 (16.0%) + 'https://secure.insightexpressai.com/adServer/adSer...': 3 (12.0%) + 'https://servedby.flashtalking.com/imp/8/64859;1988...': 3 (12.0%) + 'https://secure.insightexpressai.com/adServer/adSer...': 2 (8.0%) + 'https://secure.insightexpressai.com/adServer/adSer...': 2 (8.0%) + +================================================================================ + +================================================================================ +FILE: RS_2016-09.jsonl +Analysis Time: 2026-01-15 08:20:09 +================================================================================ +Total lines: 7,437,862 +Processed lines: 7,437,862 +Total unique fields: 52 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 7,437,862/7,437,862 (100.0%) +Types: str:7,437,862 +String length avg: 54.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Mystery Skulls - In My Sleep | x-post from r/thewa...': 3 (0.0%) + 'Lena Kovalchyk / Лена Ковальчук - Russian Volleyba...': 3 (0.0%) + 'Lamptastic Reviews-Premium Labs Dr Fogs Famous Ice...': 3 (0.0%) + 'nathasha': 2 (0.0%) + 'Exclusive First Look: DC Comics October Young Anim...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 7,437,862/7,437,862 (100.0%) +Types: bool:7,437,862 +Booleans: true:5,048 (0.1%), false:7,432,814 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 7,437,862/7,437,862 (100.0%) +Types: int:7,437,862 +Numeric values: 7,437,862 total +Numeric range: min:1,472,688,000, max:1,475,279,998, avg:1474000481.8 +Numeric std dev: 747487.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 7,437,862/7,437,862 (100.0%) +Types: bool:7,437,862 +Booleans: true:609,211 (8.2%), false:6,828,651 (91.8%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 7,437,862/7,437,862 (100.0%) +Types: str:7,437,862 +Null/Empty: empty_str:3,582,447 +String length avg: 375.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 481 (0.0%) + '[removed]': 277 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'Please use this thread to suggest new features, si...': 2 (0.0%) + 'I found a crystal triskelion fragment. + +': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 7,437,862/7,437,862 (100.0%) +Types: bool:7,437,862 +Booleans: true:2,099 (0.0%), false:7,435,763 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 7,437,862/7,437,862 (100.0%) +Types: dict:7,437,862 +Null/Empty: empty_obj:6,547,512 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 7,437,862/7,437,862 (100.0%) +Types: NoneType:7,405,050, str:32,812 +Null/Empty: null:7,405,050 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 32,793 (99.9%) + 'admin': 19 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 7,437,862/7,437,862 (100.0%) +Types: int:7,437,862 +Numeric values: 7,437,862 total +Numeric range: min:0, max:10, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 10 +Numeric values distribution: + 0: 7,434,922 (100.0%) + 1: 2,722 (0.0%) + 2: 155 (0.0%) + 3: 33 (0.0%) + 4: 11 (0.0%) + 5: 11 (0.0%) + 7: 3 (0.0%) + 6: 3 (0.0%) + 10: 1 (0.0%) + 8: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 7,437,862/7,437,862 (100.0%) +Types: NoneType:6,136,063, str:1,301,799 +Null/Empty: null:6,136,063, empty_str:274,733 +String length avg: 19.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'USA': 19 (0.0%) + 'PS4': 15 (0.0%) + 'Xbox One': 14 (0.0%) + 'verified': 10 (0.0%) + 'Text': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 7,437,862/7,437,862 (100.0%) +Types: str:7,437,859, NoneType:3 +Null/Empty: null:3 +String length avg: 26.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,449 (0.0%) + 'default': 1,242 (0.0%) + 'nsfw': 358 (0.0%) + 'http://b.thumbs.redditmedia.com/Adzf0O6WTwCtEdgNBL...': 6 (0.0%) + 'http://a.thumbs.redditmedia.com/sv2yrApzFdzAiDlSNY...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 7,437,862/7,437,862 (100.0%) +Types: NoneType:6,547,512, dict:890,350 +Null/Empty: null:6,547,512 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 7,437,862/7,437,862 (100.0%) +Types: str:7,437,862 +String length avg: 77.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://youtu.be/8DsJokb025M': 4 (0.0%) + 'https://pp.vk.me/c405231/v405231699/2f6/SHz9ouqpxp...': 3 (0.0%) + 'http://jacomo-xxx.com/nathasha-video_5d1a006ce.htm...': 2 (0.0%) + 'http://www.google.ie/url?sa=t&source=web&c...': 2 (0.0%) + 'http://imgur.com/a3fvO7Q': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 7,437,862/7,437,862 (100.0%) +Types: NoneType:6,560,815, dict:877,047 +Null/Empty: null:6,560,815 + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 7,437,862/7,437,862 (100.0%) +Types: bool:7,437,862 +Booleans: true:3,668,448 (49.3%), false:3,769,414 (50.7%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 7,437,862/7,437,862 (100.0%) +Types: bool:7,437,862 +Booleans: true:0 (0.0%), false:7,437,862 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 7,437,862/7,437,862 (100.0%) +Types: int:7,437,862 +Numeric values: 7,437,862 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 7,437,862 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 7,437,862/7,437,862 (100.0%) +Types: int:7,437,862 +Numeric values: 7,437,862 total +Numeric range: min:0, max:13,191, avg:30.1 +Numeric std dev: 233.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 7,437,862/7,437,862 (100.0%) +Types: str:7,437,862 +String length avg: 67.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/tf2/comments/50kc60/server_ownersoperators_how_...': 1 (0.0%) + '/r/ottawa/comments/50kc61/crashed_presto_site_leav...': 1 (0.0%) + '/r/WastelandPowers/comments/50kc62/metamap_of_the_...': 1 (0.0%) + '/r/Roll20/comments/50kc64/dd_compendium_additions/': 1 (0.0%) + '/r/FilthyFrank/comments/50kc65/the_chill_corner_rr...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 7,437,862/7,437,862 (100.0%) +Types: str:7,437,862 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_50kc60': 1 (0.0%) + 't3_50kc61': 1 (0.0%) + 't3_50kc62': 1 (0.0%) + 't3_50kc64': 1 (0.0%) + 't3_50kc65': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 7,437,862/7,437,862 (100.0%) +Types: bool:7,437,862 +Booleans: true:11,828 (0.2%), false:7,426,034 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 7,437,862/7,437,862 (100.0%) +Types: NoneType:5,428,670, str:2,009,192 +Null/Empty: null:5,428,670, empty_str:238,899 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 233 (0.0%) + 'trade': 147 (0.0%) + 'question': 141 (0.0%) + 'red': 97 (0.0%) + 'image': 76 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 7,437,862/7,437,862 (100.0%) +Types: int:7,437,862 +Numeric values: 7,437,862 total +Numeric range: min:1,476,374,175, max:1,476,467,527, avg:1476422424.9 +Numeric std dev: 26713.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 7,437,862/7,437,862 (100.0%) +Types: bool:7,437,862 +Booleans: true:1,935 (0.0%), false:7,435,927 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 7,437,862/7,437,862 (100.0%) +Types: dict:7,437,862 +Null/Empty: empty_obj:6,560,815 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 7,437,862/7,437,862 (100.0%) +Types: str:7,437,862 +String length avg: 14.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 164 (0.0%) + 'imgur.com': 144 (0.0%) + 'i.imgur.com': 91 (0.0%) + 'i.redd.it': 79 (0.0%) + 'i.reddituploads.com': 79 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 7,437,862/7,437,862 (100.0%) +Types: int:7,437,862 +Numeric values: 7,437,862 total +Numeric range: min:0, max:36,860, avg:8.5 +Numeric std dev: 86.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 7,437,862/7,437,862 (100.0%) +Types: bool:7,437,862 +Booleans: true:0 (0.0%), false:7,437,862 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 7,437,862/7,437,862 (100.0%) +Types: NoneType:6,231,458, str:1,206,404 +Null/Empty: null:6,231,458, empty_str:136,890 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 25 (0.0%) + 'PS4': 22 (0.0%) + 'MURICA': 22 (0.0%) + 'default': 19 (0.0%) + 'One': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 7,437,862/7,437,862 (100.0%) +Types: NoneType:5,388,475, str:2,049,387 +Null/Empty: null:5,388,475, empty_str:48,479 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 130 (0.0%) + 'Question': 113 (0.0%) + 'Trade': 86 (0.0%) + 'Video': 55 (0.0%) + 'PS4': 44 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 7,437,862/7,437,862 (100.0%) +Types: str:7,437,862 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '50kc60': 1 (0.0%) + '50kc61': 1 (0.0%) + '50kc62': 1 (0.0%) + '50kc64': 1 (0.0%) + '50kc65': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 7,437,862/7,437,862 (100.0%) +Types: int:7,437,862 +Numeric values: 7,437,862 total +Numeric range: min:0, max:13,191, avg:30.1 +Numeric std dev: 233.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 7,437,862/7,437,862 (100.0%) +Types: str:7,437,862 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 241 (0.0%) + 'AutoModerator': 39 (0.0%) + 'ImagesOfNetwork': 16 (0.0%) + 'SudoSudonym': 14 (0.0%) + 'ell_computer': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 7,437,862/7,437,862 (100.0%) +Types: bool:7,075,377, int:362,485 +Booleans: true:0 (0.0%), false:7,075,377 (100.0%) +Numeric values: 362,485 total +Numeric range: min:1,472,688,249, max:1,476,464,762, avg:1474063977.9 +Numeric std dev: 758772.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 7,437,862/7,437,862 (100.0%) +Types: bool:7,437,862 +Booleans: true:0 (0.0%), false:7,437,862 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 7,431,094/7,437,862 (99.9%) +Types: str:7,431,094 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 45 (0.0%) + 't5_38unr': 33 (0.0%) + 't5_2y6r4': 28 (0.0%) + 't5_2szyo': 17 (0.0%) + 't5_2qita': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 7,431,094/7,437,862 (99.9%) +Types: str:7,431,094 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 45 (0.0%) + 'The_Donald': 33 (0.0%) + 'GlobalOffensiveTrade': 28 (0.0%) + 'Showerthoughts': 17 (0.0%) + 'spam': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2,471,378/7,437,862 (33.2%) +Types: dict:2,471,378 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2,471,378/7,437,862 (33.2%) +Types: str:2,471,378 +String length avg: 5.1 +Unique strings tracked: 5 +String values distribution: + 'link': 1,349,289 (54.6%) + 'self': 386,423 (15.6%) + 'rich:video': 385,923 (15.6%) + 'image': 349,287 (14.1%) + 'video': 456 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 6,768/7,437,862 (0.1%) +Types: NoneType:6,768 +Null/Empty: null:6,768 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 6,768/7,437,862 (0.1%) +Types: bool:6,768 +Booleans: true:6,768 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 6,768/7,437,862 (0.1%) +Types: bool:6,768 +Booleans: true:1,292 (19.1%), false:5,476 (80.9%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 6,768/7,437,862 (0.1%) +Types: str:6,768 +Null/Empty: empty_str:2,453 +String length avg: 79.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://a.thumbs.redditmedia.com/HSExtbTYYu-mkNXW3n...': 14 (0.3%) + 'http://b.thumbs.redditmedia.com/0OrKzZNQ5dXwpbex7B...': 6 (0.1%) + 'http://b.thumbs.redditmedia.com/MdFAYN_WW4AG9AS__q...': 6 (0.1%) + 'http://a.thumbs.redditmedia.com/55c4h98U6Wny570cOU...': 6 (0.1%) + 'http://a.thumbs.redditmedia.com/14IgjdBnOdhqIsupwc...': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 6,768/7,437,862 (0.1%) +Types: NoneType:6,768 +Null/Empty: null:6,768 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 6,768/7,437,862 (0.1%) +Types: NoneType:6,707, str:61 +Null/Empty: null:6,707 +String length avg: 165.3 +Unique strings tracked: 46 +Top 5 string values: + 'https://secure.insightexpressai.com/adServer/adSer...': 3 (4.9%) + 'https://secure.insightexpressai.com/adServer/adSer...': 3 (4.9%) + 'https://secure.insightexpressai.com/adServer/adSer...': 3 (4.9%) + 'https://secure.insightexpressai.com/adServer/adSer...': 3 (4.9%) + 'https://secure.insightexpressai.com/adServer/adSer...': 3 (4.9%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 6,768/7,437,862 (0.1%) +Types: NoneType:6,768 +Null/Empty: null:6,768 + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 6,768/7,437,862 (0.1%) +Types: NoneType:6,768 +Null/Empty: null:6,768 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 6,768/7,437,862 (0.1%) +Types: NoneType:6,756, str:12 +Null/Empty: null:6,756 +String length avg: 9.0 +Unique strings tracked: 12 +Top 5 string values: + 't3_2c2twn': 1 (8.3%) + 't3_4u6ezl': 1 (8.3%) + 't3_4u6hw6': 1 (8.3%) + 't3_4umgxn': 1 (8.3%) + 't3_50fwbm': 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 6,768/7,437,862 (0.1%) +Types: NoneType:6,756, str:12 +Null/Empty: null:6,756 +String length avg: 13.9 +Unique strings tracked: 6 +String values distribution: + 'BlairWitchMovie': 5 (41.7%) + 'eBayOfficial': 3 (25.0%) + 'hiredinc': 1 (8.3%) + 'Motherboard': 1 (8.3%) + 'promoter_walkingegg': 1 (8.3%) + 'BeTheMatchOfficial': 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 6,768/7,437,862 (0.1%) +Types: str:6,768 +String length avg: 62.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://store.steampowered.com/app/384300/': 34 (0.5%) + 'https://geo.itunes.apple.com/us/movie/kingsglaive-...': 10 (0.1%) + 'http://google.com': 10 (0.1%) + 'https://ladder.io/': 8 (0.1%) + 'https://www.amazon.com/51-Ways-Offend-Russian-Amer...': 7 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 6,768/7,437,862 (0.1%) +Types: NoneType:6,734, str:34 +Null/Empty: null:6,734 +String length avg: 196.7 +Unique strings tracked: 22 +Top 5 string values: + 'https://beacon.krxd.net/ad_impression.gif?confid=K...': 3 (8.8%) + 'https://beacon.krxd.net/ad_impression.gif?confid=K...': 3 (8.8%) + 'https://beacon.krxd.net/ad_impression.gif?confid=K...': 3 (8.8%) + 'https://beacon.krxd.net/ad_impression.gif?confid=K...': 3 (8.8%) + 'https://beacon.krxd.net/ad_impression.gif?confid=K...': 3 (8.8%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 6,768/7,437,862 (0.1%) +Types: NoneType:6,756, str:12 +Null/Empty: null:6,756 +String length avg: 169.9 +Unique strings tracked: 8 +String values distribution: + 'https://ad.doubleclick.net/ddm/trackclk/N3740.1318...': 5 (41.7%) + 'https://hired.com/blog/highlights/what-i-learned-f...': 1 (8.3%) + 'http://motherboard.vice.com/en_us?utm_source=rads': 1 (8.3%) + 'http://www.ebay.com/itm/Seagate-4TB-Expansion-Port...': 1 (8.3%) + 'http://www.ebay.com/itm/Intel-Core-i7-6700K-8M-Sky...': 1 (8.3%) + 'http://www.ebay.com/itm/Samsung-UN40KU6300-40-Blac...': 1 (8.3%) + 'http://www.reddit.com/r/ads': 1 (8.3%) + 'https://ad.doubleclick.net/ddm/trackclk/N4874.1318...': 1 (8.3%) + +================================================================================ + +================================================================================ +FILE: RS_2016-10.jsonl +Analysis Time: 2026-01-15 08:27:57 +================================================================================ +Total lines: 8,286,759 +Processed lines: 8,286,759 +Total unique fields: 53 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 8,286,759/8,286,759 (100.0%) +Types: NoneType:6,953,163, str:1,333,596 +Null/Empty: null:6,953,163, empty_str:145,526 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 186 (0.0%) + 'One': 86 (0.0%) + 'steam': 80 (0.0%) + 'hi': 46 (0.0%) + 'MURICA': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 8,286,759/8,286,759 (100.0%) +Types: bool:8,286,759 +Booleans: true:4,101,501 (49.5%), false:4,185,258 (50.5%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 8,286,759/8,286,759 (100.0%) +Types: bool:8,286,759 +Booleans: true:0 (0.0%), false:8,286,759 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 8,286,759/8,286,759 (100.0%) +Types: int:8,286,759 +Numeric values: 8,286,759 total +Numeric range: min:0, max:17,750, avg:31.1 +Numeric std dev: 241.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 8,286,759/8,286,759 (100.0%) +Types: int:8,286,759 +Numeric values: 8,286,759 total +Numeric range: min:1,480,187,833, max:1,480,294,928, avg:1480241042.2 +Numeric std dev: 30559.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 8,286,759/8,286,759 (100.0%) +Types: bool:8,286,759 +Booleans: true:0 (0.0%), false:8,286,759 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 8,286,759/8,286,759 (100.0%) +Types: dict:8,286,759 +Null/Empty: empty_obj:7,359,558 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 8,286,759/8,286,759 (100.0%) +Types: NoneType:6,805,143, str:1,481,616 +Null/Empty: null:6,805,143, empty_str:284,408 +String length avg: 18.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 111 (0.0%) + 'Xbox One': 62 (0.0%) + 'USA': 23 (0.0%) + 'I Believe That She Will Win ': 12 (0.0%) + 'TX': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 8,286,759/8,286,759 (100.0%) +Types: bool:8,286,759 +Booleans: true:12,416 (0.1%), false:8,274,343 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 8,286,759/8,286,759 (100.0%) +Types: bool:8,286,759 +Booleans: true:1,617 (0.0%), false:8,285,142 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 8,286,759/8,286,759 (100.0%) +Types: bool:8,286,759 +Booleans: true:650,924 (7.9%), false:7,635,835 (92.1%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 8,286,759/8,286,759 (100.0%) +Types: str:8,286,759 +String length avg: 55.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Hillary Clinton EXPOSED! Voter Fraud using Nevada ...': 5 (0.0%) + 'Staci Silverstone - She Looks Satisfied': 4 (0.0%) + 'Judge Says US Officials Fail to Protect Endangered...': 3 (0.0%) + 'Trump demands Obama promise not to pardon Clinton': 3 (0.0%) + 'The House of Representatives under First Past the ...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 8,286,759/8,286,759 (100.0%) +Types: str:8,286,759 +String length avg: 78.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=pT54ouxJvHY': 5 (0.0%) + 'https://gfycat.com/GrandBestDromaeosaur': 4 (0.0%) + 'http://abcnews.go.com/US/wireStory/federal-judge-s...': 3 (0.0%) + 'http://www.cnn.com/2016/09/30/politics/donald-trum...': 3 (0.0%) + 'http://imgur.com/iz9MIbs': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 8,286,759/8,286,759 (100.0%) +Types: NoneType:6,025,600, str:2,261,159 +Null/Empty: null:6,025,600, empty_str:52,720 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 390 (0.0%) + 'STEAM': 230 (0.0%) + 'Xbox One': 136 (0.0%) + 'Discussion': 119 (0.0%) + 'Trade': 105 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 8,286,759/8,286,759 (100.0%) +Types: int:8,286,759 +Numeric values: 8,286,759 total +Numeric range: min:0, max:17,750, avg:31.1 +Numeric std dev: 241.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 8,286,759/8,286,759 (100.0%) +Types: str:8,286,756, NoneType:3 +Null/Empty: null:3 +String length avg: 25.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,440 (0.0%) + 'default': 1,213 (0.0%) + 'nsfw': 390 (0.0%) + 'http://b.thumbs.redditmedia.com/5RXzm6uIxKhqUDVZvU...': 7 (0.0%) + 'http://b.thumbs.redditmedia.com/6X8OsALY4hk1XaDG6W...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 8,286,759/8,286,759 (100.0%) +Types: str:8,286,759 +String length avg: 14.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 171 (0.0%) + 'youtube.com': 154 (0.0%) + 'i.imgur.com': 112 (0.0%) + 'self.RocketLeagueExchange': 105 (0.0%) + 'i.reddituploads.com': 100 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 8,286,759/8,286,759 (100.0%) +Types: str:8,286,759 +String length avg: 67.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/GlobalOffensiveTrade/comments/55atoy/h_998_m4a4...': 1 (0.0%) + '/r/Overwatch/comments/55atp0/mccree_quintuple_and_...': 1 (0.0%) + '/r/RocketLeagueExchange/comments/55atp1/pc_store_h...': 1 (0.0%) + '/r/AccidentalRenaissance/comments/55atp2/kanye_the...': 1 (0.0%) + '/r/AskHistorians/comments/55atp4/can_anybody_expla...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 8,286,759/8,286,759 (100.0%) +Types: bool:8,286,759 +Booleans: true:2,189 (0.0%), false:8,284,570 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 8,286,759/8,286,759 (100.0%) +Types: bool:7,911,152, int:375,607 +Booleans: true:0 (0.0%), false:7,911,152 (100.0%) +Numeric values: 375,607 total +Numeric range: min:1,475,280,307, max:1,480,288,347, avg:1476700533.7 +Numeric std dev: 820219.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 8,286,759/8,286,759 (100.0%) +Types: int:8,286,759 +Numeric values: 8,286,759 total +Numeric range: min:0, max:88,277, avg:8.2 +Numeric std dev: 95.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 8,286,759/8,286,759 (100.0%) +Types: NoneType:7,359,558, dict:927,201 +Null/Empty: null:7,359,558 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 8,286,759/8,286,759 (100.0%) +Types: NoneType:6,069,277, str:2,217,482 +Null/Empty: null:6,069,277, empty_str:250,278 +String length avg: 5.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 503 (0.0%) + 'steam': 376 (0.0%) + '2': 218 (0.0%) + 'psn': 209 (0.0%) + 'discussion': 189 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 8,286,759/8,286,759 (100.0%) +Types: NoneType:7,345,812, dict:940,947 +Null/Empty: null:7,345,812 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 8,286,759/8,286,759 (100.0%) +Types: int:8,286,759 +Numeric values: 8,286,759 total +Numeric range: min:1,475,280,000, max:1,477,958,398, avg:1476654249.9 +Numeric std dev: 767157.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 8,286,759/8,286,759 (100.0%) +Types: str:8,286,759 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_55atoy': 1 (0.0%) + 't3_55atp0': 1 (0.0%) + 't3_55atp1': 1 (0.0%) + 't3_55atp2': 1 (0.0%) + 't3_55atp4': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 8,286,759/8,286,759 (100.0%) +Types: str:8,286,759 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 286 (0.0%) + 'AutoModerator': 46 (0.0%) + 'ImagesOfNetwork': 22 (0.0%) + 'ell_computer': 20 (0.0%) + 'autotldr': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 8,286,759/8,286,759 (100.0%) +Types: int:8,286,759 +Numeric values: 8,286,759 total +Numeric range: min:0, max:23, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 8,283,453 (100.0%) + 1: 3,059 (0.0%) + 2: 161 (0.0%) + 3: 45 (0.0%) + 4: 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 8,286,759/8,286,759 (100.0%) +Types: int:8,286,759 +Numeric values: 8,286,759 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 8,286,759 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 8,286,759/8,286,759 (100.0%) +Types: bool:8,286,759 +Booleans: true:1,739 (0.0%), false:8,285,020 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 8,286,759/8,286,759 (100.0%) +Types: bool:8,286,759 +Booleans: true:4,086 (0.0%), false:8,282,673 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 8,286,759/8,286,759 (100.0%) +Types: str:8,286,759 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '55atoy': 1 (0.0%) + '55atp0': 1 (0.0%) + '55atp1': 1 (0.0%) + '55atp2': 1 (0.0%) + '55atp4': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 8,286,759/8,286,759 (100.0%) +Types: NoneType:8,250,968, str:35,791 +Null/Empty: null:8,250,968 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 35,770 (99.9%) + 'admin': 21 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 8,286,759/8,286,759 (100.0%) +Types: bool:8,286,759 +Booleans: true:0 (0.0%), false:8,286,759 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 8,286,759/8,286,759 (100.0%) +Types: str:8,286,759 +Null/Empty: empty_str:4,073,911 +String length avg: 352.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 533 (0.0%) + '[removed]': 282 (0.0%) + 'This was automatically posted.': 3 (0.0%) + '1.3 kd 44x Flawless (year 1 and 2 combined). Buddy...': 2 (0.0%) + 'Please use this thread to suggest new features, si...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 8,286,759/8,286,759 (100.0%) +Types: dict:8,286,759 +Null/Empty: empty_obj:7,345,812 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 8,280,129/8,286,759 (99.9%) +Types: str:8,280,129 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'RocketLeagueExchange': 78 (0.0%) + 'Fireteams': 68 (0.0%) + 'AskReddit': 48 (0.0%) + 'The_Donald': 33 (0.0%) + 'GlobalOffensiveTrade': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 8,280,129/8,286,759 (99.9%) +Types: str:8,280,129 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_3g4tc': 78 (0.0%) + 't5_2zc5x': 68 (0.0%) + 't5_2qh1i': 48 (0.0%) + 't5_38unr': 33 (0.0%) + 't5_2y6r4': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2,702,827/8,286,759 (32.6%) +Types: str:2,702,827 +String length avg: 5.0 +Unique strings tracked: 5 +String values distribution: + 'link': 1,527,737 (56.5%) + 'rich:video': 397,905 (14.7%) + 'self': 395,917 (14.6%) + 'image': 380,642 (14.1%) + 'video': 626 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2,702,827/8,286,759 (32.6%) +Types: dict:2,702,827 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 6,630/8,286,759 (0.1%) +Types: str:6,630 +Null/Empty: empty_str:2,169 +String length avg: 79.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://a.thumbs.redditmedia.com/u5-yKLxG1NItow9S1W...': 9 (0.2%) + 'http://b.thumbs.redditmedia.com/zVoc2tGZLWjhEkE5dB...': 7 (0.2%) + 'http://a.thumbs.redditmedia.com/7GOGczBXwLMcpqrZli...': 6 (0.1%) + 'http://a.thumbs.redditmedia.com/rUPSd932W7XW89Iduy...': 6 (0.1%) + 'http://b.thumbs.redditmedia.com/Fv7XFfvOred6Eq1ESP...': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 6,630/8,286,759 (0.1%) +Types: bool:6,630 +Booleans: true:1,321 (19.9%), false:5,309 (80.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 6,630/8,286,759 (0.1%) +Types: NoneType:6,630 +Null/Empty: null:6,630 + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 6,630/8,286,759 (0.1%) +Types: NoneType:6,630 +Null/Empty: null:6,630 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 6,630/8,286,759 (0.1%) +Types: NoneType:6,623, str:7 +Null/Empty: null:6,623 +String length avg: 9.0 +Unique strings tracked: 7 +String values distribution: + 't3_55q9ra': 1 (14.3%) + 't3_55qms7': 1 (14.3%) + 't3_55r4yr': 1 (14.3%) + 't3_575w7l': 1 (14.3%) + 't3_574a4k': 1 (14.3%) + 't3_575yod': 1 (14.3%) + 't3_57hs7j': 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 6,630/8,286,759 (0.1%) +Types: NoneType:6,630 +Null/Empty: null:6,630 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 6,630/8,286,759 (0.1%) +Types: NoneType:6,630 +Null/Empty: null:6,630 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 6,630/8,286,759 (0.1%) +Types: NoneType:6,625, str:5 +Null/Empty: null:6,625 +String length avg: 12.0 +Unique strings tracked: 4 +String values distribution: + 'promoted_by_user': 2 (40.0%) + 'walkingeggg': 1 (20.0%) + 'p_egg': 1 (20.0%) + 'eBayOfficial': 1 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 6,630/8,286,759 (0.1%) +Types: NoneType:6,606, str:24 +Null/Empty: null:6,606 +String length avg: 170.6 +Unique strings tracked: 5 +String values distribution: + 'http://secure-gl.imrworldwide.com/u/ad?ca=47087&am...': 15 (62.5%) + 'https://beacon.krxd.net/ad_impression.gif?confid=K...': 6 (25.0%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (4.2%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (4.2%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 6,630/8,286,759 (0.1%) +Types: NoneType:6,581, str:49 +Null/Empty: null:6,581 +String length avg: 221.1 +Unique strings tracked: 23 +Top 5 string values: + 'https://stats.tubemogul.com/stats/1/imp?sessId=sit...': 6 (12.2%) + 'https://cdn.doubleverify.com/dvtp_src.js?ctx=31246...': 5 (10.2%) + 'https://cdn.doubleverify.com/dvtp_src.js?ctx=31246...': 5 (10.2%) + 'https://secure.insightexpressai.com/adServer/adSer...': 2 (4.1%) + 'https://secure.insightexpressai.com/adServer/adSer...': 2 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 6,630/8,286,759 (0.1%) +Types: NoneType:6,626, str:4 +Null/Empty: null:6,626 +String length avg: 48.8 +Unique strings tracked: 3 +String values distribution: + 'http://reddit.com/promoterurl': 2 (50.0%) + 'http://www.reddit.com/promoter_url': 1 (25.0%) + 'http://www.ebay.com/cln/move-it-out/Servers-and-Ca...': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 6,630/8,286,759 (0.1%) +Types: bool:6,630 +Booleans: true:6,630 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 6,630/8,286,759 (0.1%) +Types: str:6,630 +String length avg: 60.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://store.steampowered.com/app/384300/': 21 (0.3%) + 'https://www.amazon.com/Kingsglaive-Final-Fantasy-X...': 8 (0.1%) + 'http://onepl.us/OP3O2': 7 (0.1%) + 'https://monzo.com/?utm_source=reddit&utm_mediu...': 5 (0.1%) + 'http://rev.track.tax/expenses-1/': 5 (0.1%) + +================================================================================ + +================================================================================ +FILE: RS_2016-11.jsonl +Analysis Time: 2026-01-15 08:36:17 +================================================================================ +Total lines: 8,660,144 +Processed lines: 8,660,144 +Total unique fields: 53 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 8,660,144/8,660,144 (100.0%) +Types: int:8,660,144 +Numeric values: 8,660,144 total +Numeric range: min:1,477,958,400, max:1,480,550,399, avg:1479246286.7 +Numeric std dev: 755356.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 8,660,144/8,660,144 (100.0%) +Types: bool:8,660,144 +Booleans: true:4,108 (0.0%), false:8,656,036 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 8,660,144/8,660,144 (100.0%) +Types: int:8,660,144 +Numeric values: 8,660,144 total +Numeric range: min:1,484,188,456, max:1,484,291,391, avg:1484239949.8 +Numeric std dev: 29768.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 8,660,144/8,660,144 (100.0%) +Types: bool:8,660,144 +Booleans: true:4,078,785 (47.1%), false:4,581,359 (52.9%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 8,660,144/8,660,144 (100.0%) +Types: str:8,660,144 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 270 (0.0%) + 'BitcoinAllBot': 37 (0.0%) + 'AutoNewspaperAdmin': 33 (0.0%) + 'AutoModerator': 30 (0.0%) + 'ImagesOfNetwork': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 8,660,144/8,660,144 (100.0%) +Types: NoneType:7,160,004, str:1,500,140 +Null/Empty: null:7,160,004, empty_str:264,297 +String length avg: 16.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Author': 160 (0.0%) + 'PS4': 54 (0.0%) + 'USA': 33 (0.0%) + 'Text': 19 (0.0%) + 'CAN': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 8,660,144/8,660,144 (100.0%) +Types: dict:8,660,144 +Null/Empty: empty_obj:7,693,757 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 8,660,144/8,660,144 (100.0%) +Types: bool:8,660,144 +Booleans: true:657,336 (7.6%), false:8,002,808 (92.4%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 8,660,144/8,660,144 (100.0%) +Types: bool:8,660,144 +Booleans: true:13,207 (0.2%), false:8,646,937 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 8,660,144/8,660,144 (100.0%) +Types: int:8,660,144 +Numeric values: 8,660,144 total +Numeric range: min:0, max:38, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 18 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 8,660,144/8,660,144 (100.0%) +Types: str:8,660,144 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_5afz2u': 1 (0.0%) + 't3_5afz2v': 1 (0.0%) + 't3_5afz2w': 1 (0.0%) + 't3_5afz2x': 1 (0.0%) + 't3_5afz2y': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 8,660,144/8,660,144 (100.0%) +Types: bool:8,660,144 +Booleans: true:0 (0.0%), false:8,660,144 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 8,660,144/8,660,144 (100.0%) +Types: dict:8,660,144 +Null/Empty: empty_obj:7,710,010 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 8,660,144/8,660,144 (100.0%) +Types: int:8,660,144 +Numeric values: 8,660,144 total +Numeric range: min:0, max:85,670, avg:7.8 +Numeric std dev: 97.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 8,660,144/8,660,144 (100.0%) +Types: str:8,660,144 +String length avg: 78.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/HQfOaR0.jpg': 4 (0.0%) + 'https://imgur.com/a/M9QX2': 3 (0.0%) + 'http://www.motherjones.com/politics/2016/10/vetera...': 3 (0.0%) + 'https://www.reddit.com/r/TumblrInAction/comments/5...': 2 (0.0%) + 'https://i.redd.it/wz97yp3hfwux.png': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 8,660,144/8,660,144 (100.0%) +Types: str:8,660,144 +String length avg: 67.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Nudelete/comments/5afz2u/57245867_dragon_ptsd_n...': 1 (0.0%) + '/r/DestinyTheGame/comments/5afz2v/weird_request_ou...': 1 (0.0%) + '/r/DnD/comments/5afz2w/oc_my_cat_dmd_our_most_rece...': 1 (0.0%) + '/r/listentothis/comments/5afz2x/trace_bundy_tedx_s...': 1 (0.0%) + '/r/youtubehaiku/comments/5afz2y/broadway_grill/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 8,660,144/8,660,144 (100.0%) +Types: bool:8,660,144 +Booleans: true:2,199 (0.0%), false:8,657,945 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 8,660,144/8,660,144 (100.0%) +Types: bool:8,660,144 +Booleans: true:88 (0.0%), false:8,660,056 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 8,660,144/8,660,144 (100.0%) +Types: str:8,660,144 +String length avg: 56.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Happy Halloween!': 3 (0.0%) + 'a': 3 (0.0%) + 'Can anyone explain this joining instruction about ...': 2 (0.0%) + 'Update: Iceland's Pirate Party and What Could Happ...': 2 (0.0%) + 'Me irl': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 8,660,144/8,660,144 (100.0%) +Types: str:8,660,144 +String length avg: 14.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 194 (0.0%) + 'youtube.com': 174 (0.0%) + 'i.reddituploads.com': 144 (0.0%) + 'i.imgur.com': 98 (0.0%) + 'i.redd.it': 94 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 8,660,144/8,660,144 (100.0%) +Types: NoneType:8,623,546, str:36,598 +Null/Empty: null:8,623,546 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 36,577 (99.9%) + 'admin': 21 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 8,660,144/8,660,144 (100.0%) +Types: bool:8,660,144 +Booleans: true:7,310 (0.1%), false:8,652,834 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 8,660,144/8,660,144 (100.0%) +Types: str:8,660,144 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '5afz2u': 1 (0.0%) + '5afz2v': 1 (0.0%) + '5afz2w': 1 (0.0%) + '5afz2x': 1 (0.0%) + '5afz2y': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 8,660,144/8,660,144 (100.0%) +Types: bool:8,297,448, int:362,696 +Booleans: true:0 (0.0%), false:8,297,448 (100.0%) +Numeric values: 362,696 total +Numeric range: min:1,477,958,683, max:1,484,279,491, avg:1479355751.9 +Numeric std dev: 875890.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 8,660,144/8,660,144 (100.0%) +Types: int:8,660,144 +Numeric values: 8,660,144 total +Numeric range: min:0, max:196,587, avg:45.6 +Numeric std dev: 694.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 8,660,144/8,660,144 (100.0%) +Types: NoneType:6,540,786, str:2,119,358 +Null/Empty: null:6,540,786, empty_str:58,327 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 231 (0.0%) + 'Discussion': 202 (0.0%) + 'Image': 97 (0.0%) + 'STEAM': 90 (0.0%) + 'Xbox': 85 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 8,660,144/8,660,144 (100.0%) +Types: NoneType:7,693,757, dict:966,387 +Null/Empty: null:7,693,757 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 8,660,144/8,660,144 (100.0%) +Types: bool:8,660,144 +Booleans: true:0 (0.0%), false:8,660,144 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 8,660,144/8,660,144 (100.0%) +Types: NoneType:7,710,010, dict:950,134 +Null/Empty: null:7,710,010 + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 8,660,144/8,660,144 (100.0%) +Types: int:8,660,144 +Numeric values: 8,660,144 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 8,660,144 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 8,660,144/8,660,144 (100.0%) +Types: NoneType:6,584,163, str:2,075,981 +Null/Empty: null:6,584,163, empty_str:253,278 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 405 (0.0%) + '4': 214 (0.0%) + 'xbox': 175 (0.0%) + 'psn': 171 (0.0%) + 'image': 165 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 8,660,144/8,660,144 (100.0%) +Types: str:8,660,134, NoneType:10 +Null/Empty: null:10 +String length avg: 26.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,109 (0.0%) + 'self': 1,089 (0.0%) + 'nsfw': 110 (0.0%) + 'http://b.thumbs.redditmedia.com/6hANOyUwED84Y6AOOA...': 50 (0.0%) + 'http://b.thumbs.redditmedia.com/VA8v1Ic0joR2FOmUTy...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 8,660,144/8,660,144 (100.0%) +Types: bool:8,660,144 +Booleans: true:0 (0.0%), false:8,660,144 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 8,660,144/8,660,144 (100.0%) +Types: str:8,660,144 +Null/Empty: empty_str:4,506,311 +String length avg: 350.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 568 (0.0%) + '[removed]': 310 (0.0%) + 'I killed 2 Twin demons, all sisters of Avaryss. + +': 6 (0.0%) + 'I killed 2 Twin demons, all sisters of Nymora. + +': 5 (0.0%) + 'I killed the Twin Fury, Nymora. + +': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 8,660,144/8,660,144 (100.0%) +Types: NoneType:7,408,959, str:1,251,185 +Null/Empty: null:7,408,959, empty_str:143,339 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 82 (0.0%) + 'hi': 40 (0.0%) + 'MURICA': 35 (0.0%) + 'steam': 32 (0.0%) + 'xbox': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 8,660,144/8,660,144 (100.0%) +Types: int:8,660,144 +Numeric values: 8,660,144 total +Numeric range: min:0, max:196,587, avg:45.6 +Numeric std dev: 694.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 8,651,895/8,660,144 (99.9%) +Types: str:8,651,895 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The_Donald': 98 (0.0%) + 'AskReddit': 61 (0.0%) + 'RocketLeagueExchange': 50 (0.0%) + 'PoliticsAll': 43 (0.0%) + 'AutoNewspaper': 42 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 8,651,895/8,660,144 (99.9%) +Types: str:8,651,895 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_38unr': 98 (0.0%) + 't5_2qh1i': 61 (0.0%) + 't5_3g4tc': 50 (0.0%) + 't5_3gy74': 43 (0.0%) + 't5_3h9d4': 42 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3,124,606/8,660,144 (36.1%) +Types: str:3,124,606 +String length avg: 5.0 +Unique strings tracked: 5 +String values distribution: + 'link': 1,826,222 (58.4%) + 'image': 471,184 (15.1%) + 'rich:video': 432,263 (13.8%) + 'self': 393,477 (12.6%) + 'video': 1,460 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3,124,606/8,660,144 (36.1%) +Types: dict:3,124,606 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 8,249/8,660,144 (0.1%) +Types: NoneType:8,249 +Null/Empty: null:8,249 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 8,249/8,660,144 (0.1%) +Types: NoneType:8,243, str:6 +Null/Empty: null:8,243 +String length avg: 138.3 +Unique strings tracked: 6 +String values distribution: + 'https://ad.doubleclick.net/ddm/trackclk/N1558.1318...': 1 (16.7%) + 'https://www.amazon.com/88-Lightning-Charging-Braid...': 1 (16.7%) + 'http://www.ebay.com/itm/Perfect-Pixel-QNIX-QX2710-...': 1 (16.7%) + 'http://www.ebay.com/itm/Crucial-MX300-2-5-525GB-SA...': 1 (16.7%) + 'https://civilization.com/': 1 (16.7%) + 'https://www.reddit.com/r/IAmA/comments/5fqia5/im_d...': 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 8,249/8,660,144 (0.1%) +Types: bool:8,249 +Booleans: true:8,249 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 8,249/8,660,144 (0.1%) +Types: NoneType:8,246, str:3 +Null/Empty: null:8,246 +String length avg: 183.0 +Unique strings tracked: 3 +String values distribution: + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (33.3%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (33.3%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 8,249/8,660,144 (0.1%) +Types: NoneType:8,243, str:6 +Null/Empty: null:8,243 +String length avg: 12.3 +Unique strings tracked: 4 +String values distribution: + 'SoFiCommunity': 2 (33.3%) + 'eBayOfficial': 2 (33.3%) + 'Amazon_Official': 1 (16.7%) + '2k_Gaming': 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 8,249/8,660,144 (0.1%) +Types: NoneType:8,243, str:6 +Null/Empty: null:8,243 +String length avg: 9.0 +Unique strings tracked: 6 +String values distribution: + 't3_465ch0': 1 (16.7%) + 't3_4p8ybi': 1 (16.7%) + 't3_5b79lk': 1 (16.7%) + 't3_5cmwj7': 1 (16.7%) + 't3_59v1eu': 1 (16.7%) + 't3_5fqia5': 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 8,249/8,660,144 (0.1%) +Types: NoneType:8,249 +Null/Empty: null:8,249 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 8,249/8,660,144 (0.1%) +Types: NoneType:8,183, str:66 +Null/Empty: null:8,183 +String length avg: 180.8 +Unique strings tracked: 36 +Top 5 string values: + 'https://ad.doubleclick.net/ddm/trackimp/N3643.1318...': 16 (24.2%) + 'https://ad.doubleclick.net/ddm/trackimp/N3643.1318...': 11 (16.7%) + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=EN...': 3 (4.5%) + 'https://i.reddituploads.com/2de9d3012a3f46d78a44f8...': 2 (3.0%) + 'https://beacon.krxd.net/ad_impression.gif?confid=K...': 2 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 8,249/8,660,144 (0.1%) +Types: str:8,249 +String length avg: 63.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://store.steampowered.com/app/384300/': 11 (0.1%) + 'http://www.braininjurytrial.com/?utm_source=pep&am...': 6 (0.1%) + 'http://store.aevok.com/giveaway': 6 (0.1%) + 'https://ad.doubleclick.net/ddm/trackclk/N8003.1318...': 6 (0.1%) + 'http://www.orbitbooks.net/shadow-lost/': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 8,249/8,660,144 (0.1%) +Types: bool:8,249 +Booleans: true:1,413 (17.1%), false:6,836 (82.9%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 8,249/8,660,144 (0.1%) +Types: str:8,249 +Null/Empty: empty_str:3,077 +String length avg: 79.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://b.thumbs.redditmedia.com/Rw2ke0R9fxhHYnEvL-...': 7 (0.1%) + 'http://b.thumbs.redditmedia.com/eWFKtcF6qVoPcC3CQR...': 6 (0.1%) + 'http://b.thumbs.redditmedia.com/iFCBWshCLdE29MQqej...': 5 (0.1%) + 'http://b.thumbs.redditmedia.com/4SxFKfyhUCbRBuk6Ug...': 5 (0.1%) + 'http://b.thumbs.redditmedia.com/CNlud48MY58H3vZBhL...': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 8,249/8,660,144 (0.1%) +Types: NoneType:8,249 +Null/Empty: null:8,249 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 8,249/8,660,144 (0.1%) +Types: NoneType:8,249 +Null/Empty: null:8,249 + +================================================================================ + +================================================================================ +FILE: RS_2016-12.jsonl +Analysis Time: 2026-01-15 08:44:55 +================================================================================ +Total lines: 8,921,474 +Processed lines: 8,921,474 +Total unique fields: 53 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 8,921,474/8,921,474 (100.0%) +Types: str:8,921,474 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '5ft6xl': 1 (0.0%) + '5ft6xm': 1 (0.0%) + '5ft6xn': 1 (0.0%) + '5ft6xo': 1 (0.0%) + '5ft6xp': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 8,921,474/8,921,474 (100.0%) +Types: bool:8,921,474 +Booleans: true:8,506 (0.1%), false:8,912,968 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 8,921,474/8,921,474 (100.0%) +Types: bool:8,547,747, int:373,727 +Booleans: true:0 (0.0%), false:8,547,747 (100.0%) +Numeric values: 373,727 total +Numeric range: min:1,480,550,480, max:1,484,459,111, avg:1481932672.2 +Numeric std dev: 806287.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 8,921,474/8,921,474 (100.0%) +Types: int:8,921,474 +Numeric values: 8,921,474 total +Numeric range: min:0, max:222,208, avg:44.1 +Numeric std dev: 697.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 8,921,474/8,921,474 (100.0%) +Types: NoneType:7,932,476, dict:988,998 +Null/Empty: null:7,932,476 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 8,921,474/8,921,474 (100.0%) +Types: NoneType:6,708,442, str:2,213,032 +Null/Empty: null:6,708,442, empty_str:56,776 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 135 (0.0%) + 'PS4': 114 (0.0%) + 'Xbox': 82 (0.0%) + 'Trade': 77 (0.0%) + 'Question': 76 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 8,921,474/8,921,474 (100.0%) +Types: int:8,921,474 +Numeric values: 8,921,474 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 8,921,474 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 8,921,474/8,921,474 (100.0%) +Types: NoneType:7,947,372, dict:974,102 +Null/Empty: null:7,947,372 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 8,921,474/8,921,474 (100.0%) +Types: bool:8,921,474 +Booleans: true:0 (0.0%), false:8,921,474 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 8,921,474/8,921,474 (100.0%) +Types: str:8,921,472, NoneType:2 +Null/Empty: null:2 +String length avg: 25.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,366 (0.0%) + 'self': 1,220 (0.0%) + 'nsfw': 138 (0.0%) + 'http://b.thumbs.redditmedia.com/-qd3Jfwnz8OEkGC1nM...': 6 (0.0%) + 'http://a.thumbs.redditmedia.com/5AQ9tSWY_MKvqIxO1C...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 8,921,474/8,921,474 (100.0%) +Types: NoneType:6,751,802, str:2,169,672 +Null/Empty: null:6,751,802, empty_str:261,772 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 260 (0.0%) + 'xbox': 149 (0.0%) + 'psn': 146 (0.0%) + 'trade': 141 (0.0%) + 'question': 105 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 8,921,474/8,921,474 (100.0%) +Types: int:8,921,474 +Numeric values: 8,921,474 total +Numeric range: min:0, max:222,208, avg:44.1 +Numeric std dev: 697.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 8,921,474/8,921,474 (100.0%) +Types: NoneType:7,679,187, str:1,242,287 +Null/Empty: null:7,679,187, empty_str:153,201 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'MURICA': 37 (0.0%) + 'russia': 26 (0.0%) + 'default rowlet': 25 (0.0%) + 'hi': 24 (0.0%) + 'steam': 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 8,921,474/8,921,474 (100.0%) +Types: str:8,921,474 +Null/Empty: empty_str:4,663,860 +String length avg: 355.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 520 (0.0%) + '[removed]': 334 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'http://eurolab-replenish.com/mood_sleep.htm +': 2 (0.0%) + 'Must Have completed challenge before, be 395+, and...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 8,921,474/8,921,474 (100.0%) +Types: bool:8,921,474 +Booleans: true:0 (0.0%), false:8,921,474 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 8,921,474/8,921,474 (100.0%) +Types: int:8,921,474 +Numeric values: 8,921,474 total +Numeric range: min:1,484,291,391, max:1,484,461,611, avg:1484395062.0 +Numeric std dev: 51609.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 8,921,474/8,921,474 (100.0%) +Types: bool:8,921,474 +Booleans: true:5,369 (0.1%), false:8,916,105 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 8,921,474/8,921,474 (100.0%) +Types: int:8,921,474 +Numeric values: 8,921,474 total +Numeric range: min:1,480,550,400, max:1,483,228,799, avg:1481872127.2 +Numeric std dev: 771023.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 8,921,474/8,921,474 (100.0%) +Types: str:8,921,474 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_5ft6xl': 1 (0.0%) + 't3_5ft6xm': 1 (0.0%) + 't3_5ft6xn': 1 (0.0%) + 't3_5ft6xo': 1 (0.0%) + 't3_5ft6xp': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 8,921,474/8,921,474 (100.0%) +Types: int:8,921,474 +Numeric values: 8,921,474 total +Numeric range: min:0, max:34, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 12 +Top 5 numeric values: + 0: 8,917,371 (100.0%) + 1: 3,806 (0.0%) + 2: 218 (0.0%) + 3: 44 (0.0%) + 4: 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 8,921,474/8,921,474 (100.0%) +Types: bool:8,921,474 +Booleans: true:14,092 (0.2%), false:8,907,382 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 8,921,474/8,921,474 (100.0%) +Types: bool:8,921,474 +Booleans: true:744,658 (8.3%), false:8,176,816 (91.7%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 8,921,474/8,921,474 (100.0%) +Types: dict:8,921,474 +Null/Empty: empty_obj:7,932,476 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 8,921,474/8,921,474 (100.0%) +Types: NoneType:7,599,671, str:1,321,803 +Null/Empty: null:7,599,671, empty_str:283,524 +String length avg: 19.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'USA': 29 (0.0%) + 'RUS': 25 (0.0%) + 'PS4': 15 (0.0%) + 'CA': 13 (0.0%) + 'NJ': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 8,921,474/8,921,474 (100.0%) +Types: str:8,921,474 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 290 (0.0%) + 'AutoModerator': 30 (0.0%) + 'ImagesOfNetwork': 21 (0.0%) + 'TechCrowdfunding': 14 (0.0%) + 'Rationalasfucksalmon': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 8,921,474/8,921,474 (100.0%) +Types: bool:8,921,474 +Booleans: true:4,031,279 (45.2%), false:4,890,195 (54.8%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 8,921,474/8,921,474 (100.0%) +Types: dict:8,921,474 +Null/Empty: empty_obj:7,947,372 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 8,921,474/8,921,474 (100.0%) +Types: int:8,921,474 +Numeric values: 8,921,474 total +Numeric range: min:0, max:35,526, avg:7.7 +Numeric std dev: 84.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 8,921,474/8,921,474 (100.0%) +Types: bool:8,921,474 +Booleans: true:0 (0.0%), false:8,921,474 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 8,921,474/8,921,474 (100.0%) +Types: str:8,921,474 +String length avg: 79.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://imgur.com/a/KnHJr': 5 (0.0%) + 'http://i.imgur.com/y3iv7jY.jpg': 3 (0.0%) + 'https://i.reddituploads.com/4ed3712a45fa4557a517dd...': 3 (0.0%) + 'http://i.imgur.com/yszyKBb.jpg': 3 (0.0%) + 'https://www.youtube.com/watch?v=6ugbnfQmYVY': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 8,921,474/8,921,474 (100.0%) +Types: str:8,921,474 +String length avg: 14.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 134 (0.0%) + 'imgur.com': 132 (0.0%) + 'i.reddituploads.com': 110 (0.0%) + 'i.imgur.com': 101 (0.0%) + 'i.redd.it': 88 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 8,921,474/8,921,474 (100.0%) +Types: str:8,921,474 +String length avg: 56.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Insert witty tittle here (f)': 5 (0.0%) + 'Uniquely shingled 'Wes Anderson' Viewing Room with...': 3 (0.0%) + 'Most beautiful place I have ever seen , Mt. Cook n...': 3 (0.0%) + 'Blonde smile': 3 (0.0%) + 'Araya | I Made A Friend': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 8,921,474/8,921,474 (100.0%) +Types: bool:8,921,474 +Booleans: true:49 (0.0%), false:8,921,425 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 8,921,474/8,921,474 (100.0%) +Types: bool:8,921,474 +Booleans: true:2,789 (0.0%), false:8,918,685 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 8,921,474/8,921,474 (100.0%) +Types: str:8,921,474 +String length avg: 68.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/anime/comments/5ft6xl/3x3_thursdays_december_1s...': 1 (0.0%) + '/r/jaimebrienne/comments/5ft6xm/moderator_note_sho...': 1 (0.0%) + '/r/hackernews/comments/5ft6xn/amazon_rekognition_i...': 1 (0.0%) + '/r/sneakermarket/comments/5ft6xo/lf_adidas_sl_72/': 1 (0.0%) + '/r/teenagers/comments/5ft6xp/need_advice/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 8,921,474/8,921,474 (100.0%) +Types: NoneType:8,879,663, str:41,811 +Null/Empty: null:8,879,663 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 41,779 (99.9%) + 'admin': 31 (0.1%) + 'special': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 8,915,261/8,921,474 (99.9%) +Types: str:8,915,261 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The_Donald': 123 (0.0%) + 'AskReddit': 50 (0.0%) + 'RocketLeagueExchange': 34 (0.0%) + 'GlobalOffensiveTrade': 25 (0.0%) + 'Overwatch': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 8,915,261/8,921,474 (99.9%) +Types: str:8,915,261 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_38unr': 123 (0.0%) + 't5_2qh1i': 50 (0.0%) + 't5_3g4tc': 34 (0.0%) + 't5_2y6r4': 25 (0.0%) + 't5_2u5kl': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3,111,832/8,921,474 (34.9%) +Types: dict:3,111,832 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3,111,832/8,921,474 (34.9%) +Types: str:3,111,832 +String length avg: 5.0 +Unique strings tracked: 5 +String values distribution: + 'link': 1,794,605 (57.7%) + 'image': 485,535 (15.6%) + 'rich:video': 444,988 (14.3%) + 'self': 385,554 (12.4%) + 'video': 1,150 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 6,213/8,921,474 (0.1%) +Types: bool:6,213 +Booleans: true:1,104 (17.8%), false:5,109 (82.2%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 6,213/8,921,474 (0.1%) +Types: str:6,213 +Null/Empty: empty_str:1,972 +String length avg: 79.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://b.thumbs.redditmedia.com/6pDmemHHQUb0jDYiaj...': 6 (0.1%) + 'http://b.thumbs.redditmedia.com/4SxFKfyhUCbRBuk6Ug...': 6 (0.1%) + 'http://b.thumbs.redditmedia.com/mf4Ix-b8L7xiL5C_bc...': 5 (0.1%) + 'http://b.thumbs.redditmedia.com/mUguq3q-gAm-j3JIrD...': 5 (0.1%) + 'http://b.thumbs.redditmedia.com/R3a4tlUmBnC9KTuwBL...': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 6,213/8,921,474 (0.1%) +Types: NoneType:6,213 +Null/Empty: null:6,213 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 6,213/8,921,474 (0.1%) +Types: NoneType:6,213 +Null/Empty: null:6,213 + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 6,213/8,921,474 (0.1%) +Types: NoneType:6,212, str:1 +Null/Empty: null:6,212 +String length avg: 13.0 +Unique strings tracked: 1 +String values distribution: + 'TheGameAwards': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 6,213/8,921,474 (0.1%) +Types: NoneType:6,162, str:51 +Null/Empty: null:6,162 +String length avg: 197.4 +Unique strings tracked: 30 +Top 5 string values: + 'https://ad.doubleclick.net/ddm/trackimp/N3643.1318...': 18 (35.3%) + 'https://ad.doubleclick.net/ddm/ad/N8493.131843REDD...': 2 (3.9%) + 'https://secure.insightexpressai.com/adServer/adSer...': 2 (3.9%) + 'https://cdn.doubleverify.com/dvtp_src.js?ctx=31246...': 2 (3.9%) + 'https://cdn.doubleverify.com/dvtp_src.js?ctx=31246...': 2 (3.9%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 6,213/8,921,474 (0.1%) +Types: str:6,213 +String length avg: 60.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://store.steampowered.com/app/384300/': 7 (0.1%) + 'https://eagegaegre': 7 (0.1%) + 'http://store.steampowered.com/app/337070/': 7 (0.1%) + 'http://reddit.com': 5 (0.1%) + 'https://www.youtube.com/watch?v=J6-inatDMc0': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 6,213/8,921,474 (0.1%) +Types: NoneType:6,213 +Null/Empty: null:6,213 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 6,213/8,921,474 (0.1%) +Types: NoneType:6,205, str:8 +Null/Empty: null:6,205 +String length avg: 127.0 +Unique strings tracked: 7 +String values distribution: + 'https://www.reddit.com/r/IAmA/comments/5fxwt2/iama...': 2 (25.0%) + 'https://www.aetv.com/shows/leah-remini-scientology...': 1 (12.5%) + 'https://ad.doubleclick.net/ddm/trackclk/N421001.13...': 1 (12.5%) + 'http://www.ebay.com/itm/201670161854?rmvSB=true&am...': 1 (12.5%) + 'http://www.ebay.com/itm/Dell-34-UltraSharp-Curved-...': 1 (12.5%) + 'https://www.reddit.com/r/photography/comments/5ii9...': 1 (12.5%) + 'https://ad.doubleclick.net/ddm/trackclk/N2998.1318...': 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 6,213/8,921,474 (0.1%) +Types: bool:6,213 +Booleans: true:6,213 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 6,213/8,921,474 (0.1%) +Types: NoneType:6,204, str:9 +Null/Empty: null:6,204 +String length avg: 130.4 +Unique strings tracked: 4 +String values distribution: + 'http://secure-gl.imrworldwide.com/u/ad?ca=47087&am...': 6 (66.7%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (11.1%) + 'https://google.com?bar': 1 (11.1%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 6,213/8,921,474 (0.1%) +Types: NoneType:6,205, str:8 +Null/Empty: null:6,205 +String length avg: 9.0 +Unique strings tracked: 7 +String values distribution: + 't3_5fxwt2': 2 (25.0%) + 't3_5fw33d': 1 (12.5%) + 't3_5fmkxt': 1 (12.5%) + 't3_5ehttf': 1 (12.5%) + 't3_5fkm26': 1 (12.5%) + 't3_5ii9sf': 1 (12.5%) + 't3_5j1d39': 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 6,213/8,921,474 (0.1%) +Types: NoneType:6,206, str:7 +Null/Empty: null:6,206 +String length avg: 13.1 +Unique strings tracked: 6 +String values distribution: + 'eBayOfficial': 2 (28.6%) + 'TheGameAwards': 1 (14.3%) + 'AEN_Official': 1 (14.3%) + 'E-League_Official': 1 (14.3%) + 'Adobe_Lightroom': 1 (14.3%) + 'WhyHimMovie': 1 (14.3%) + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2017.txt b/analysis/original_schema_analysis/submissions/analysis_report_2017.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0b68fa836b9c8f8fd85cc858797be0957efcd65 --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2017.txt @@ -0,0 +1,7091 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2017 +Analysis Started: 2026-01-15 07:20:16 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2017-01.jsonl +Analysis Time: 2026-01-15 07:28:38 +================================================================================ +Total lines: 9,218,513 +Processed lines: 9,218,513 +Total unique fields: 53 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 9,218,513/9,218,513 (100.0%) +Types: NoneType:6,965,632, str:2,252,881 +Null/Empty: null:6,965,632, empty_str:273,480 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'xbox': 181 (0.0%) + 'psn': 179 (0.0%) + 'discussion': 178 (0.0%) + 'question': 124 (0.0%) + 'red': 108 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 9,218,513/9,218,513 (100.0%) +Types: str:9,218,513 +String length avg: 24.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,738 (0.0%) + 'self': 1,385 (0.0%) + 'nsfw': 195 (0.0%) + 'image': 40 (0.0%) + 'https://b.thumbs.redditmedia.com/tr3_83zzZa9ISEf04...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 9,218,513/9,218,513 (100.0%) +Types: int:9,218,513 +Numeric values: 9,218,513 total +Numeric range: min:1,483,228,800, max:1,485,907,199, avg:1484585197.4 +Numeric std dev: 768904.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 9,218,513/9,218,513 (100.0%) +Types: bool:9,218,513 +Booleans: true:23,700 (0.3%), false:9,194,813 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 9,218,513/9,218,513 (100.0%) +Types: bool:9,218,513 +Booleans: true:16,730 (0.2%), false:9,201,783 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 9,218,513/9,218,513 (100.0%) +Types: NoneType:9,173,786, str:44,727 +Null/Empty: null:9,173,786 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 44,705 (100.0%) + 'admin': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 9,218,513/9,218,513 (100.0%) +Types: bool:9,218,513 +Booleans: true:0 (0.0%), false:9,218,513 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 9,218,513/9,218,513 (100.0%) +Types: bool:9,218,513 +Booleans: true:4,550 (0.0%), false:9,213,963 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 9,218,513/9,218,513 (100.0%) +Types: bool:9,218,513 +Booleans: true:0 (0.0%), false:9,218,513 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 9,218,513/9,218,513 (100.0%) +Types: int:9,218,513 +Numeric values: 9,218,513 total +Numeric range: min:1,489,388,027, max:1,489,495,262, avg:1489441815.1 +Numeric std dev: 30952.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 9,218,513/9,218,513 (100.0%) +Types: str:9,218,513 +String length avg: 14.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 148 (0.0%) + 'i.reddituploads.com': 147 (0.0%) + 'i.imgur.com': 138 (0.0%) + 'youtube.com': 130 (0.0%) + 'i.redd.it': 89 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 9,218,513/9,218,513 (100.0%) +Types: NoneType:8,169,032, dict:1,049,481 +Null/Empty: null:8,169,032 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 9,218,513/9,218,513 (100.0%) +Types: dict:9,218,513 +Null/Empty: empty_obj:8,169,032 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 9,218,513/9,218,513 (100.0%) +Types: str:9,218,513 +String length avg: 55.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Happy new year!': 5 (0.0%) + 'Happy New Year!': 4 (0.0%) + 'In which Moon gets double-teamed (X-teal2) [Pokemo...': 3 (0.0%) + 'Las sunset of 2016 in Guatemala City! With all the...': 3 (0.0%) + 'Happy New Year': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 9,218,513/9,218,513 (100.0%) +Types: str:9,218,513 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 281 (0.0%) + 'AutoModerator': 42 (0.0%) + 'ImagesOfNetwork': 38 (0.0%) + 'RPBot': 8 (0.0%) + 'mentor321': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 9,218,513/9,218,513 (100.0%) +Types: str:9,218,513 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '5lcgj8': 1 (0.0%) + '5lcgj9': 1 (0.0%) + '5lcgja': 1 (0.0%) + '5lcgjb': 1 (0.0%) + '5lcgjc': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 9,218,513/9,218,513 (100.0%) +Types: int:9,218,513 +Numeric values: 9,218,513 total +Numeric range: min:0, max:60,202, avg:8.1 +Numeric std dev: 97.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 9,218,513/9,218,513 (100.0%) +Types: str:9,218,513 +String length avg: 68.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/bjj/comments/5lcgj8/south_dakota_event_next_wee...': 1 (0.0%) + '/r/AskReddit/comments/5lcgj9/what_did_you_think_of...': 1 (0.0%) + '/r/ffxiv/comments/5lcgja/noob_question_about_free_...': 1 (0.0%) + '/r/cigars/comments/5lcgjb/its_all_about_good_frien...': 1 (0.0%) + '/r/tipofmytongue/comments/5lcgjc/tomtsongmusician_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 9,218,513/9,218,513 (100.0%) +Types: str:9,218,513 +Null/Empty: empty_str:4,599,104 +String length avg: 344.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 598 (0.0%) + '[removed]': 514 (0.0%) + 'I killed the Twin Fury, Nymora. + +': 5 (0.0%) + 'Please discuss.': 4 (0.0%) + 'This was automatically posted.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 9,218,513/9,218,513 (100.0%) +Types: bool:9,218,513 +Booleans: true:0 (0.0%), false:9,218,513 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 9,218,513/9,218,513 (100.0%) +Types: str:9,218,513 +String length avg: 80.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=5nxz87a46SQ': 4 (0.0%) + 'https://i.redd.it/wyghovu6rz6y.jpg': 4 (0.0%) + 'https://i.imgur.com/FOwXey7.jpg': 4 (0.0%) + 'https://www.youtube.com/watch?v=ZuM1kQDMWhs': 3 (0.0%) + 'https://i.reddituploads.com/d9d7ddc32219422ca90730...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 9,218,513/9,218,513 (100.0%) +Types: bool:9,218,513 +Booleans: true:2,513 (0.0%), false:9,216,000 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 9,218,513/9,218,513 (100.0%) +Types: str:9,211,946, NoneType:6,567 +Null/Empty: null:6,567 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 60 (0.0%) + 't5_3g4tc': 42 (0.0%) + 't5_38unr': 36 (0.0%) + 't5_2qh33': 21 (0.0%) + 't5_2qh0u': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 9,218,513/9,218,513 (100.0%) +Types: NoneType:8,153,365, dict:1,065,148 +Null/Empty: null:8,153,365 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 9,218,513/9,218,513 (100.0%) +Types: int:9,218,513 +Numeric values: 9,218,513 total +Numeric range: min:0, max:142,382, avg:47.8 +Numeric std dev: 762.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 9,218,513/9,218,513 (100.0%) +Types: NoneType:8,475,710, str:742,803 +Null/Empty: null:8,475,710 +String length avg: 6.7 +Unique strings tracked: 7 +String values distribution: + 'confidence': 393,303 (52.9%) + 'new': 185,737 (25.0%) + 'top': 111,967 (15.1%) + 'qa': 30,478 (4.1%) + 'old': 18,493 (2.5%) + 'controversial': 2,732 (0.4%) + 'random': 93 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 9,218,513/9,218,513 (100.0%) +Types: NoneType:7,917,982, str:1,300,531 +Null/Empty: null:7,917,982, empty_str:164,731 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 117 (0.0%) + 'PS4': 38 (0.0%) + 'psn': 20 (0.0%) + 'steam': 18 (0.0%) + 'tomsflair': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 9,218,513/9,218,513 (100.0%) +Types: bool:9,218,513 +Booleans: true:71 (0.0%), false:9,218,442 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 9,218,513/9,218,513 (100.0%) +Types: bool:8,819,272, int:399,241 +Booleans: true:0 (0.0%), false:8,819,272 (100.0%) +Numeric values: 399,241 total +Numeric range: min:1,483,229,069, max:1,489,488,617, avg:1484662946.5 +Numeric std dev: 873494.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 9,218,513/9,218,513 (100.0%) +Types: NoneType:7,823,121, str:1,395,392 +Null/Empty: null:7,823,121, empty_str:290,453 +String length avg: 18.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 26 (0.0%) + 'Text': 11 (0.0%) + 'Moderator': 11 (0.0%) + 'CA': 9 (0.0%) + 'Bot': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 9,218,513/9,218,513 (100.0%) +Types: NoneType:6,916,467, str:2,302,046 +Null/Empty: null:6,916,467, empty_str:60,287 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 135 (0.0%) + 'Discussion': 108 (0.0%) + 'Xbox': 84 (0.0%) + 'Question': 71 (0.0%) + 'Trade': 62 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 9,218,513/9,218,513 (100.0%) +Types: bool:9,218,513 +Booleans: true:4,297,657 (46.6%), false:4,920,856 (53.4%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 9,218,513/9,218,513 (100.0%) +Types: dict:9,218,513 +Null/Empty: empty_obj:8,153,365 + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 9,218,513/9,218,513 (100.0%) +Types: bool:9,218,513 +Booleans: true:5,255,344 (57.0%), false:3,963,169 (43.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 9,218,513/9,218,513 (100.0%) +Types: bool:9,218,513 +Booleans: true:773,079 (8.4%), false:8,445,434 (91.6%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 9,218,513/9,218,513 (100.0%) +Types: int:9,218,513 +Numeric values: 9,218,513 total +Numeric range: min:0, max:49, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 9,214,455 (100.0%) + 1: 3,774 (0.0%) + 2: 191 (0.0%) + 3: 41 (0.0%) + 4: 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 9,211,946/9,218,513 (99.9%) +Types: str:9,211,946 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 60 (0.0%) + 'RocketLeagueExchange': 42 (0.0%) + 'The_Donald': 36 (0.0%) + 'funny': 21 (0.0%) + 'pics': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3,288,475/9,218,513 (35.7%) +Types: dict:3,288,475 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3,288,475/9,218,513 (35.7%) +Types: str:3,288,475 +String length avg: 5.0 +Unique strings tracked: 5 +String values distribution: + 'link': 1,875,178 (57.0%) + 'image': 525,471 (16.0%) + 'rich:video': 476,472 (14.5%) + 'self': 409,938 (12.5%) + 'video': 1,416 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 12,279/9,218,513 (0.1%) +Types: bool:12,279 +Booleans: true:12,279 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 6,567/9,218,513 (0.1%) +Types: NoneType:6,567 +Null/Empty: null:6,567 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 6,567/9,218,513 (0.1%) +Types: NoneType:6,564, str:3 +Null/Empty: null:6,564 +String length avg: 109.3 +Unique strings tracked: 3 +String values distribution: + 'http://secure-gl.imrworldwide.com/u/t/00/05/01/01/...': 1 (33.3%) + 'http://secure-gl.imrworldwide.com/u/ad?ca=50101&am...': 1 (33.3%) + 'https://www.twitch.tv/bethesda/v/115868023': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 6,567/9,218,513 (0.1%) +Types: bool:6,567 +Booleans: true:1,249 (19.0%), false:5,318 (81.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 6,567/9,218,513 (0.1%) +Types: str:6,567 +Null/Empty: empty_str:2,131 +String length avg: 79.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://b.thumbs.redditmedia.com/yLy5Vls0YAneB-61ox...': 18 (0.4%) + 'http://b.thumbs.redditmedia.com/ekbKySKR6LgFd9LSSw...': 11 (0.2%) + 'http://b.thumbs.redditmedia.com/BnpjhNGf6Y__0QJBfi...': 9 (0.2%) + 'http://b.thumbs.redditmedia.com/QYONIeyl0wT1fwC67o...': 9 (0.2%) + 'http://a.thumbs.redditmedia.com/zlj8SdjubLneftX-Th...': 8 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 6,567/9,218,513 (0.1%) +Types: NoneType:6,563, str:4 +Null/Empty: null:6,563 +String length avg: 64.0 +Unique strings tracked: 3 +String values distribution: + 'https://ad.doubleclick.net/ddm/clk/316245225;14438...': 2 (50.0%) + 'https://prey.bethesda.net/': 1 (25.0%) + 'http://www.re7biohazard.com/?utm_source=Reddit&...': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 6,567/9,218,513 (0.1%) +Types: NoneType:6,567 +Null/Empty: null:6,567 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 6,567/9,218,513 (0.1%) +Types: str:6,567 +String length avg: 59.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://google.com': 5 (0.1%) + 'https://google.com': 5 (0.1%) + 'http://www.cambabestop.tumblr.com': 4 (0.1%) + 'https://libiamowines.co.uk/': 4 (0.1%) + 'https://www.kickstarter.com/projects/279721657/mtg...': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 6,567/9,218,513 (0.1%) +Types: NoneType:6,567 +Null/Empty: null:6,567 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 6,567/9,218,513 (0.1%) +Types: NoneType:6,563, str:4 +Null/Empty: null:6,563 +String length avg: 9.0 +Unique strings tracked: 4 +String values distribution: + 't3_5ij1do': 1 (25.0%) + 't3_4huoc5': 1 (25.0%) + 't3_5q3m0p': 1 (25.0%) + 't3_5qbosb': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 6,567/9,218,513 (0.1%) +Types: NoneType:6,440, str:127 +Null/Empty: null:6,440 +String length avg: 143.6 +Unique strings tracked: 86 +Top 5 string values: + 'http://secure-gl.imrworldwide.com/u/ad?ca=52487&am...': 13 (10.2%) + 'https://ad.doubleclick.net/ddm/ad/N8031.131843REDD...': 7 (5.5%) + 'https://secure.insightexpressai.com/adServer/adSer...': 6 (4.7%) + 'https://z.moatads.com/maxusnbcusizmek545288669205/...': 5 (3.9%) + 'https://z.moatads.com/maxusnbcusizmek545288669205/...': 5 (3.9%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 6,567/9,218,513 (0.1%) +Types: bool:6,567 +Booleans: true:6,567 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 6,567/9,218,513 (0.1%) +Types: NoneType:6,567 +Null/Empty: null:6,567 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 6,567/9,218,513 (0.1%) +Types: NoneType:6,563, str:4 +Null/Empty: null:6,563 +String length avg: 11.8 +Unique strings tracked: 3 +String values distribution: + 'ThePathHulu': 2 (50.0%) + 'Bethesda': 1 (25.0%) + 'Resident Evil VII': 1 (25.0%) + +================================================================================ + +================================================================================ +FILE: RS_2017-02.jsonl +Analysis Time: 2026-01-15 07:36:21 +================================================================================ +Total lines: 8,588,120 +Processed lines: 8,588,120 +Total unique fields: 53 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 8,588,120/8,588,120 (100.0%) +Types: bool:8,588,120 +Booleans: true:2,757 (0.0%), false:8,585,363 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 8,588,120/8,588,120 (100.0%) +Types: str:8,581,052, NoneType:7,068 +Null/Empty: null:7,068 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 64 (0.0%) + 't5_38unr': 55 (0.0%) + 't5_3g4tc': 46 (0.0%) + 't5_2y6r4': 28 (0.0%) + 't5_2cneq': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 8,588,120/8,588,120 (100.0%) +Types: str:8,588,120 +String length avg: 79.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=dPOEv4OaYbU': 5 (0.0%) + 'http://www.politico.com/story/2017/01/trump-cnn-pr...': 3 (0.0%) + 'http://imgur.com/HbgsCCd': 2 (0.0%) + 'http://thedailyrecord.com/2017/01/30/tech-tuesday-...': 2 (0.0%) + 'https://www.reddit.com/r/NoSleepOOC/comments/5rc1j...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 8,588,120/8,588,120 (100.0%) +Types: bool:8,588,120 +Booleans: true:0 (0.0%), false:8,588,120 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 8,588,120/8,588,120 (100.0%) +Types: str:8,588,120 +Null/Empty: empty_str:4,520,067 +String length avg: 359.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 483 (0.0%) + '[removed]': 329 (0.0%) + ' ': 3 (0.0%) + 'Please discuss.': 3 (0.0%) + 'This was automatically posted.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 8,588,120/8,588,120 (100.0%) +Types: str:8,588,120 +String length avg: 68.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Honda/comments/5rc1f2/the_new_s2000/': 1 (0.0%) + '/r/Jokes/comments/5rc1f3/a_dyslexic_man/': 1 (0.0%) + '/r/Patriots/comments/5rc1f4/i_made_a_video_for_sb_...': 1 (0.0%) + '/r/AskReddit/comments/5rc1f5/trump_supporters_do_y...': 1 (0.0%) + '/r/DCEUleaks/comments/5rc1f6/rumour_ben_affleck_co...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 8,588,120/8,588,120 (100.0%) +Types: NoneType:7,607,814, dict:980,306 +Null/Empty: null:7,607,814 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 8,588,120/8,588,120 (100.0%) +Types: NoneType:7,423,842, str:1,164,278 +Null/Empty: null:7,423,842, empty_str:148,407 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 38 (0.0%) + 'psn': 28 (0.0%) + 'MURICA': 25 (0.0%) + 'california': 22 (0.0%) + 'flair-default': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 8,588,120/8,588,120 (100.0%) +Types: NoneType:7,860,955, str:727,165 +Null/Empty: null:7,860,955 +String length avg: 6.9 +Unique strings tracked: 8 +String values distribution: + 'confidence': 405,233 (55.7%) + 'new': 164,032 (22.6%) + 'top': 112,468 (15.5%) + 'qa': 26,353 (3.6%) + 'old': 15,982 (2.2%) + 'controversial': 3,011 (0.4%) + 'random': 85 (0.0%) + 'live': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 8,588,120/8,588,120 (100.0%) +Types: int:8,588,120 +Numeric values: 8,588,120 total +Numeric range: min:0, max:193,491, avg:49.2 +Numeric std dev: 773.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 8,588,120/8,588,120 (100.0%) +Types: NoneType:6,487,442, str:2,100,678 +Null/Empty: null:6,487,442, empty_str:52,064 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 143 (0.0%) + 'Discussion': 140 (0.0%) + 'Question': 86 (0.0%) + 'Xbox': 83 (0.0%) + 'Trade': 68 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 8,588,120/8,588,120 (100.0%) +Types: bool:8,588,120 +Booleans: true:3,806,656 (44.3%), false:4,781,464 (55.7%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 8,588,120/8,588,120 (100.0%) +Types: bool:8,588,120 +Booleans: true:61 (0.0%), false:8,588,059 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 8,588,120/8,588,120 (100.0%) +Types: NoneType:7,314,466, str:1,273,654 +Null/Empty: null:7,314,466, empty_str:275,654 +String length avg: 18.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'USA': 22 (0.0%) + 'PS4': 17 (0.0%) + 'CA': 16 (0.0%) + 'Bot': 14 (0.0%) + 'Text': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 8,588,120/8,588,120 (100.0%) +Types: bool:8,233,889, int:354,231 +Booleans: true:0 (0.0%), false:8,233,889 (100.0%) +Numeric values: 354,231 total +Numeric range: min:1,485,907,424, max:1,489,593,858, avg:1487189164.9 +Numeric std dev: 734066.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 8,588,120/8,588,120 (100.0%) +Types: int:8,588,120 +Numeric values: 8,588,120 total +Numeric range: min:0, max:14, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 12 +Top 5 numeric values: + 0: 8,584,573 (100.0%) + 1: 3,287 (0.0%) + 2: 185 (0.0%) + 3: 47 (0.0%) + 4: 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 8,588,120/8,588,120 (100.0%) +Types: dict:8,588,120 +Null/Empty: empty_obj:7,607,814 + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 8,588,120/8,588,120 (100.0%) +Types: bool:8,588,120 +Booleans: true:4,720,485 (55.0%), false:3,867,635 (45.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 8,588,120/8,588,120 (100.0%) +Types: bool:8,588,120 +Booleans: true:676,974 (7.9%), false:7,911,146 (92.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 8,588,120/8,588,120 (100.0%) +Types: NoneType:6,527,977, str:2,060,143 +Null/Empty: null:6,527,977, empty_str:268,409 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 185 (0.0%) + 'psn': 178 (0.0%) + 'xbox': 149 (0.0%) + 'question': 141 (0.0%) + 'trade': 120 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 8,588,120/8,588,120 (100.0%) +Types: NoneType:8,547,022, str:41,098 +Null/Empty: null:8,547,022 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 41,080 (100.0%) + 'admin': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 8,588,120/8,588,120 (100.0%) +Types: bool:8,588,120 +Booleans: true:15,522 (0.2%), false:8,572,598 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 8,588,120/8,588,120 (100.0%) +Types: bool:8,588,120 +Booleans: true:38,608 (0.4%), false:8,549,512 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 8,588,120/8,588,120 (100.0%) +Types: int:8,588,120 +Numeric values: 8,588,120 total +Numeric range: min:1,485,907,200, max:1,488,326,399, avg:1487115846.2 +Numeric std dev: 698716.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 8,588,120/8,588,120 (100.0%) +Types: str:8,588,119, NoneType:1 +Null/Empty: null:1 +String length avg: 25.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,429 (0.0%) + 'self': 1,296 (0.0%) + 'nsfw': 149 (0.0%) + 'image': 26 (0.0%) + 'spoiler': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 8,588,120/8,588,120 (100.0%) +Types: int:8,588,120 +Numeric values: 8,588,120 total +Numeric range: min:1,489,495,262, max:1,489,598,541, avg:1489546808.1 +Numeric std dev: 30755.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 8,588,120/8,588,120 (100.0%) +Types: bool:8,588,120 +Booleans: true:5,303 (0.1%), false:8,582,817 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 8,588,120/8,588,120 (100.0%) +Types: bool:8,588,120 +Booleans: true:0 (0.0%), false:8,588,120 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 8,588,120/8,588,120 (100.0%) +Types: bool:8,588,120 +Booleans: true:0 (0.0%), false:8,588,120 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 8,588,120/8,588,120 (100.0%) +Types: str:8,588,120 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '5rc1f2': 1 (0.0%) + '5rc1f3': 1 (0.0%) + '5rc1f4': 1 (0.0%) + '5rc1f5': 1 (0.0%) + '5rc1f6': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 8,588,120/8,588,120 (100.0%) +Types: int:8,588,120 +Numeric values: 8,588,120 total +Numeric range: min:0, max:93,621, avg:7.8 +Numeric std dev: 91.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 8,588,120/8,588,120 (100.0%) +Types: str:8,588,120 +String length avg: 14.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.reddituploads.com': 140 (0.0%) + 'youtube.com': 133 (0.0%) + 'imgur.com': 123 (0.0%) + 'i.redd.it': 93 (0.0%) + 'self.AskReddit': 84 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 8,588,120/8,588,120 (100.0%) +Types: NoneType:7,621,948, dict:966,172 +Null/Empty: null:7,621,948 + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 8,588,120/8,588,120 (100.0%) +Types: str:8,588,120 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 246 (0.0%) + 'AutoModerator': 29 (0.0%) + 'ImagesOfNetwork': 17 (0.0%) + 'AutoNewsAdmin': 11 (0.0%) + 'LockieMcLennan': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 8,588,120/8,588,120 (100.0%) +Types: str:8,588,120 +String length avg: 56.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Best or worst super power?': 5 (0.0%) + 'Salamanca desde el Cielo': 2 (0.0%) + 'Match A Day Countdown #12: Hulk Hogan vs The Ultim...': 2 (0.0%) + 'White House ices out CNN': 2 (0.0%) + 'Why cybercriminals target patient data.The health ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 8,588,120/8,588,120 (100.0%) +Types: dict:8,588,120 +Null/Empty: empty_obj:7,621,948 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 8,581,052/8,588,120 (99.9%) +Types: str:8,581,052 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 64 (0.0%) + 'The_Donald': 55 (0.0%) + 'RocketLeagueExchange': 46 (0.0%) + 'GlobalOffensiveTrade': 28 (0.0%) + 'politics': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3,223,985/8,588,120 (37.5%) +Types: dict:3,223,985 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3,223,985/8,588,120 (37.5%) +Types: str:3,223,985 +String length avg: 5.0 +Unique strings tracked: 5 +String values distribution: + 'link': 1,867,417 (57.9%) + 'image': 516,307 (16.0%) + 'rich:video': 450,309 (14.0%) + 'self': 387,665 (12.0%) + 'video': 2,287 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 11,413/8,588,120 (0.1%) +Types: bool:11,413 +Booleans: true:11,413 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 7,068/8,588,120 (0.1%) +Types: NoneType:7,053, str:15 +Null/Empty: null:7,053 +String length avg: 79.0 +Unique strings tracked: 8 +String values distribution: + 'https://ad.doubleclick.net/ddm/trackclk/N494401.13...': 4 (26.7%) + 'http://Reddit.com': 3 (20.0%) + 'http://pizza.com': 2 (13.3%) + 'http://www.elderscrollsonline.com/en-gb/agegate': 2 (13.3%) + 'http://www.reddit.com': 1 (6.7%) + 'http://www.syfy.com/theexpanse?__source=Maxus_The_...': 1 (6.7%) + 'https://ad.doubleclick.net/ddm/trackclk/N2724.1318...': 1 (6.7%) + 'http://www.syfy.com/theexpanse': 1 (6.7%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 7,068/8,588,120 (0.1%) +Types: bool:7,068 +Booleans: true:1,197 (16.9%), false:5,871 (83.1%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 7,068/8,588,120 (0.1%) +Types: str:7,068 +Null/Empty: empty_str:2,243 +String length avg: 79.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://b.thumbs.redditmedia.com/LUtRdlH5Az-_TS3FDO...': 17 (0.4%) + 'http://b.thumbs.redditmedia.com/Yh0MFA1saU9WkUXbET...': 12 (0.2%) + 'http://b.thumbs.redditmedia.com/57rvpfnj5NA71QWQOm...': 10 (0.2%) + 'http://b.thumbs.redditmedia.com/MWAT--esyLewctjgFm...': 9 (0.2%) + 'http://b.thumbs.redditmedia.com/jZb5W24KgRjXD_bOsS...': 8 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 7,068/8,588,120 (0.1%) +Types: NoneType:7,068 +Null/Empty: null:7,068 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 7,068/8,588,120 (0.1%) +Types: NoneType:7,044, str:24 +Null/Empty: null:7,044 +String length avg: 292.7 +Unique strings tracked: 18 +Top 5 string values: + 'https://secure.insightexpressai.com/adServer/adSer...': 3 (12.5%) + 'https://secure.insightexpressai.com/adServer/adSer...': 3 (12.5%) + 'https://secure.insightexpressai.com/adServer/adSer...': 3 (12.5%) + 'https://cdn.doubleverify.com/dvtp_src.js?ctx=58995...': 1 (4.2%) + 'https://cdn.doubleverify.com/dvtp_src.js?ctx=58995...': 1 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 7,068/8,588,120 (0.1%) +Types: NoneType:7,053, str:15 +Null/Empty: null:7,053 +String length avg: 12.8 +Unique strings tracked: 7 +String values distribution: + 'RedditAds': 4 (26.7%) + 'OfficialLoganMovie': 4 (26.7%) + 'Bethesda Software': 2 (13.3%) + 'TheExpanse_Syfy': 2 (13.3%) + 'ty': 1 (6.7%) + 'who cares': 1 (6.7%) + 'ToyotaUSA': 1 (6.7%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 7,068/8,588,120 (0.1%) +Types: bool:7,068 +Booleans: true:7,068 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 7,068/8,588,120 (0.1%) +Types: NoneType:7,068 +Null/Empty: null:7,068 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 7,068/8,588,120 (0.1%) +Types: NoneType:6,926, str:142 +Null/Empty: null:6,926 +String length avg: 187.2 +Unique strings tracked: 97 +Top 5 string values: + 'https://ad.doubleclick.net/ddm/trackimp/N5811.1318...': 8 (5.6%) + 'https://ad.doubleclick.net/ddm/ad/N8031.131843REDD...': 6 (4.2%) + 'https://tps30.doubleverify.com/visit.jpg?ctx=22713...': 6 (4.2%) + 'https://ad.doubleclick.net/ddm/trackimp/N5823.1318...': 5 (3.5%) + 'https://secure.insightexpressai.com/adServer/adSer...': 4 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 7,068/8,588,120 (0.1%) +Types: NoneType:7,068 +Null/Empty: null:7,068 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 7,068/8,588,120 (0.1%) +Types: str:7,068 +String length avg: 63.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.nomadpride.com/collections/bestsellers': 10 (0.1%) + 'http://google.com': 9 (0.1%) + 'http://store.steampowered.com/app/384300/': 8 (0.1%) + 'https://ad.doubleclick.net/ddm/trackclk/N5811.1318...': 8 (0.1%) + 'https://thisiswhyweplay.nba.com/': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 7,068/8,588,120 (0.1%) +Types: NoneType:7,068 +Null/Empty: null:7,068 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 7,068/8,588,120 (0.1%) +Types: NoneType:7,053, str:15 +Null/Empty: null:7,053 +String length avg: 9.0 +Unique strings tracked: 15 +Top 5 string values: + 't3_5rit1m': 1 (6.7%) + 't3_5rifph': 1 (6.7%) + 't3_5rj43l': 1 (6.7%) + 't3_5rnpfg': 1 (6.7%) + 't3_5rnq4z': 1 (6.7%) + +================================================================================ + +================================================================================ +FILE: RS_2017-03.jsonl +Analysis Time: 2026-01-15 07:45:08 +================================================================================ +Total lines: 9,616,340 +Processed lines: 9,616,340 +Total unique fields: 54 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 9,616,340/9,616,340 (100.0%) +Types: str:9,616,340 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 340 (0.0%) + 'ImagesOfNetwork': 39 (0.0%) + 'AutoModerator': 25 (0.0%) + 'AutoNewspaperAdmin': 20 (0.0%) + 'TvKeg': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 9,616,340/9,616,340 (100.0%) +Types: bool:9,616,340 +Booleans: true:0 (0.0%), false:9,616,340 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 9,616,340/9,616,340 (100.0%) +Types: NoneType:7,333,971, str:2,282,369 +Null/Empty: null:7,333,971, empty_str:289,473 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 225 (0.0%) + 'question': 166 (0.0%) + 'xbox': 151 (0.0%) + 'psn': 146 (0.0%) + 'trade': 119 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 9,616,340/9,616,340 (100.0%) +Types: str:9,616,340 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '5wrk5g': 1 (0.0%) + '5wrk5h': 1 (0.0%) + '5wrk5i': 1 (0.0%) + '5wrk5j': 1 (0.0%) + '5wrk5k': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 9,616,340/9,616,340 (100.0%) +Types: bool:9,616,340 +Booleans: true:4,211,608 (43.8%), false:5,404,732 (56.2%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 9,616,340/9,616,340 (100.0%) +Types: bool:9,217,941, int:398,399 +Booleans: true:0 (0.0%), false:9,217,941 (100.0%) +Numeric values: 398,399 total +Numeric range: min:1,488,326,442, max:1,492,473,604, avg:1489749756.7 +Numeric std dev: 812487.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 9,616,340/9,616,340 (100.0%) +Types: str:9,616,340 +Null/Empty: empty_str:5,121,730 +String length avg: 361.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 848 (0.0%) + '[removed]': 335 (0.0%) + 'Please discuss.': 3 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'Time | Media | Location | Chat +----|-----|--------...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 9,616,340/9,616,340 (100.0%) +Types: int:9,616,340 +Numeric values: 9,616,340 total +Numeric range: min:0, max:234,711, avg:47.6 +Numeric std dev: 755.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 9,616,340/9,616,340 (100.0%) +Types: int:9,616,340 +Numeric values: 9,616,340 total +Numeric range: min:1,489,598,541, max:1,492,477,151, avg:1492376376.7 +Numeric std dev: 340864.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 9,616,340/9,616,340 (100.0%) +Types: str:9,616,340 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 623 (0.0%) + 'imgur.com': 147 (0.0%) + 'youtube.com': 140 (0.0%) + 'i.imgur.com': 113 (0.0%) + 'i.reddituploads.com': 85 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 9,616,340/9,616,340 (100.0%) +Types: bool:9,616,340 +Booleans: true:5,218,527 (54.3%), false:4,397,813 (45.7%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 9,616,340/9,616,340 (100.0%) +Types: bool:9,616,340 +Booleans: true:3,023 (0.0%), false:9,613,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 9,616,340/9,616,340 (100.0%) +Types: NoneType:8,542,998, dict:1,073,342 +Null/Empty: null:8,542,998 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 9,616,340/9,616,340 (100.0%) +Types: dict:9,616,340 +Null/Empty: empty_obj:8,562,136 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 9,616,340/9,616,340 (100.0%) +Types: int:9,616,340 +Numeric values: 9,616,340 total +Numeric range: min:1,488,326,400, max:1,491,004,798, avg:1489669192.0 +Numeric std dev: 782999.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 9,616,340/9,616,340 (100.0%) +Types: bool:9,616,340 +Booleans: true:0 (0.0%), false:9,616,340 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 9,616,340/9,616,340 (100.0%) +Types: NoneType:9,568,562, str:47,778 +Null/Empty: null:9,568,562 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 47,747 (99.9%) + 'admin': 31 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 9,616,340/9,616,340 (100.0%) +Types: NoneType:8,562,136, dict:1,054,204 +Null/Empty: null:8,562,136 + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 9,616,340/9,616,340 (100.0%) +Types: bool:9,616,340 +Booleans: true:20,888 (0.2%), false:9,595,452 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 9,616,340/9,616,340 (100.0%) +Types: str:9,616,335, NoneType:5 +Null/Empty: null:5 +String length avg: 26.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,628 (0.0%) + 'self': 1,076 (0.0%) + 'nsfw': 177 (0.0%) + 'image': 47 (0.0%) + 'https://b.thumbs.redditmedia.com/tXvd_LdQbkb9xuCmw...': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 9,616,340/9,616,340 (100.0%) +Types: str:9,616,340 +String length avg: 76.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.inquisitr.com/4021642/russian-hacking-s...': 7 (0.0%) + 'http://imgur.com/TaWR7hi': 4 (0.0%) + 'https://i.redd.it/0evo1hplooiy.jpg': 3 (0.0%) + 'https://i.redd.it/vam37ou6ooiy.jpg': 2 (0.0%) + 'https://i.redd.it/4ltv3rzbooiy.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 9,616,340/9,616,340 (100.0%) +Types: NoneType:7,293,224, str:2,323,116 +Null/Empty: null:7,293,224, empty_str:56,835 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 113 (0.0%) + 'PS4': 103 (0.0%) + 'Question': 96 (0.0%) + 'Xbox': 87 (0.0%) + 'Trade': 75 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 9,616,340/9,616,340 (100.0%) +Types: bool:9,616,340 +Booleans: true:716,226 (7.4%), false:8,900,114 (92.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 9,616,340/9,616,340 (100.0%) +Types: NoneType:8,163,474, str:1,452,866 +Null/Empty: null:8,163,474, empty_str:298,731 +String length avg: 19.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Bot': 35 (0.0%) + 'USA': 17 (0.0%) + 'CA': 13 (0.0%) + 'Text': 13 (0.0%) + 'USMC': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 9,616,340/9,616,340 (100.0%) +Types: NoneType:8,736,640, str:879,700 +Null/Empty: null:8,736,640 +String length avg: 7.0 +Unique strings tracked: 7 +String values distribution: + 'confidence': 503,308 (57.2%) + 'new': 175,140 (19.9%) + 'top': 151,723 (17.2%) + 'qa': 29,219 (3.3%) + 'old': 17,308 (2.0%) + 'controversial': 2,915 (0.3%) + 'random': 87 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 9,616,340/9,616,340 (100.0%) +Types: bool:9,616,340 +Booleans: true:0 (0.0%), false:9,616,340 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 9,616,340/9,616,340 (100.0%) +Types: str:9,608,450, NoneType:7,890 +Null/Empty: null:7,890 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 46 (0.0%) + 't5_3g4tc': 41 (0.0%) + 't5_2u5kl': 40 (0.0%) + 't5_38unr': 31 (0.0%) + 't5_2qh33': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 9,616,340/9,616,340 (100.0%) +Types: bool:9,616,340 +Booleans: true:62,282 (0.6%), false:9,554,058 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 9,616,340/9,616,340 (100.0%) +Types: bool:9,616,340 +Booleans: true:5,981 (0.1%), false:9,610,359 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 9,616,340/9,616,340 (100.0%) +Types: bool:9,616,340 +Booleans: true:152 (0.0%), false:9,616,188 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 9,616,340/9,616,340 (100.0%) +Types: NoneType:8,336,443, str:1,279,897 +Null/Empty: null:8,336,443, empty_str:162,707 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 71 (0.0%) + 'psn': 27 (0.0%) + 'xbox': 19 (0.0%) + 'MURICA': 18 (0.0%) + 'steam': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 9,616,340/9,616,340 (100.0%) +Types: str:9,616,340 +String length avg: 68.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/49ers/comments/5wrk5g/if_kirk_really_wants_to_b...': 1 (0.0%) + '/r/GoneWild_Curvy_Teens/comments/5wrk5h/just_tryin...': 1 (0.0%) + '/r/Turkey/comments/5wrk5i/is_this_all_true/': 1 (0.0%) + '/r/funny/comments/5wrk5j/this_lizard_must_be_fitti...': 1 (0.0%) + '/r/pyrocynical/comments/5wrk5k/creator_named_punke...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 9,616,340/9,616,340 (100.0%) +Types: dict:9,616,340 +Null/Empty: empty_obj:8,542,998 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 9,616,340/9,616,340 (100.0%) +Types: str:9,616,340 +String length avg: 57.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Russian Hacking: Still No Hard Evidence That Putin...': 6 (0.0%) + 'me irl': 6 (0.0%) + 'Bellevue (2017) [Drama, Mystery, Thriller] [720p]': 4 (0.0%) + 'Sexy selfie': 4 (0.0%) + 'Thoughts on these leaked Human Race NMD's?': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 9,616,340/9,616,340 (100.0%) +Types: int:9,616,340 +Numeric values: 9,616,340 total +Numeric range: min:0, max:24, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 9,612,292 (100.0%) + 1: 3,742 (0.0%) + 2: 218 (0.0%) + 3: 48 (0.0%) + 4: 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 9,616,340/9,616,340 (100.0%) +Types: int:9,616,340 +Numeric values: 9,616,340 total +Numeric range: min:0, max:112,713, avg:7.8 +Numeric std dev: 90.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 9,608,450/9,616,340 (99.9%) +Types: str:9,608,450 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 46 (0.0%) + 'RocketLeagueExchange': 41 (0.0%) + 'Overwatch': 40 (0.0%) + 'The_Donald': 31 (0.0%) + 'funny': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3,682,895/9,616,340 (38.3%) +Types: dict:3,682,895 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3,682,895/9,616,340 (38.3%) +Types: str:3,682,895 +String length avg: 5.0 +Unique strings tracked: 5 +String values distribution: + 'link': 1,944,156 (52.8%) + 'image': 807,084 (21.9%) + 'rich:video': 496,082 (13.5%) + 'self': 433,842 (11.8%) + 'video': 1,731 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 21,966/9,616,340 (0.2%) +Types: bool:21,966 +Booleans: true:21,966 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 7,890/9,616,340 (0.1%) +Types: bool:7,890 +Booleans: true:1,831 (23.2%), false:6,059 (76.8%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 7,890/9,616,340 (0.1%) +Types: bool:7,890 +Booleans: true:7,890 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 7,890/9,616,340 (0.1%) +Types: NoneType:7,786, str:104 +Null/Empty: null:7,786 +String length avg: 137.0 +Unique strings tracked: 73 +Top 5 string values: + 'https://ad.doubleclick.net/ddm/ad/N8030.131843REDD...': 4 (3.8%) + 'https://ad.doubleclick.net/ddm/ad/N3493.reddit.com...': 4 (3.8%) + 'https://bs.serving-sys.com/serving/adServer.bs?cn=...': 4 (3.8%) + 'https://ad.doubleclick.net/ddm/ad/N8030.131843REDD...': 3 (2.9%) + 'https://ad.doubleclick.net/ddm/trackimpj/N421001.1...': 3 (2.9%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 7,890/9,616,340 (0.1%) +Types: NoneType:7,867, str:23 +Null/Empty: null:7,867 +String length avg: 170.8 +Unique strings tracked: 16 +Top 5 string values: + 'https://beacon.krxd.net/ad_impression.gif?confid=K...': 3 (13.0%) + 'https://beacon.krxd.net/ad_impression.gif?confid=K...': 2 (8.7%) + 'https://ad.doubleclick.net/ddm/ad/N225001.131843RE...': 2 (8.7%) + 'https://ad.doubleclick.net/ddm/ad/N225001.131843RE...': 2 (8.7%) + 'https://ad.doubleclick.net/ddm/ad/N225001.131843RE...': 2 (8.7%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 7,890/9,616,340 (0.1%) +Types: NoneType:7,890 +Null/Empty: null:7,890 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 7,890/9,616,340 (0.1%) +Types: NoneType:7,890 +Null/Empty: null:7,890 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 7,890/9,616,340 (0.1%) +Types: NoneType:7,887, str:3 +Null/Empty: null:7,887 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 't3_5xu1c9': 1 (33.3%) + 't3_5zxyu7': 1 (33.3%) + 't3_623w3a': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 7,890/9,616,340 (0.1%) +Types: NoneType:7,888, str:2 +Null/Empty: null:7,888 +String length avg: 79.0 +Unique strings tracked: 2 +String values distribution: + 'https://prey.bethesda.net/': 1 (50.0%) + 'http://www.nextvr.com/nba?utm_source=reddit&ut...': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 7,890/9,616,340 (0.1%) +Types: NoneType:7,890 +Null/Empty: null:7,890 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 7,890/9,616,340 (0.1%) +Types: NoneType:7,890 +Null/Empty: null:7,890 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 7,890/9,616,340 (0.1%) +Types: NoneType:7,887, str:3 +Null/Empty: null:7,887 +String length avg: 11.0 +Unique strings tracked: 3 +String values distribution: + 'walkingegg': 1 (33.3%) + 'Bethesda Software': 1 (33.3%) + 'NextVR': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 7,890/9,616,340 (0.1%) +Types: str:7,890 +Null/Empty: empty_str:2,653 +String length avg: 79.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://b.thumbs.redditmedia.com/aq7efT-Z8qt5cwiXxF...': 20 (0.4%) + 'http://b.thumbs.redditmedia.com/EBOv9oUsFNP7r65Ebw...': 8 (0.2%) + 'http://b.thumbs.redditmedia.com/lO9MPJkxdcNhImyXa3...': 7 (0.1%) + 'http://a.thumbs.redditmedia.com/6kGaoTeoe_2ZwZNKta...': 7 (0.1%) + 'http://b.thumbs.redditmedia.com/VXkGWyHoeCkUGiYP8d...': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 7,890/9,616,340 (0.1%) +Types: str:7,890 +String length avg: 59.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.joinhoney.com/r/reddit?js=true&url...': 61 (0.8%) + 'http://awesome.com': 36 (0.5%) + 'http://blaaah.com': 35 (0.4%) + 'http://store.steampowered.com/app/337070/': 17 (0.2%) + 'https://www.joinhoney.com/r/reddit?js=true&url...': 12 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 7,833/9,616,340 (0.1%) +Types: str:6,943, NoneType:890 +Null/Empty: null:890 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_15o4nw': 103 (1.5%) + 't2_fc0l0': 52 (0.7%) + 't2_15uoof': 17 (0.2%) + 't2_15wame': 14 (0.2%) + 't2_15t87u': 13 (0.2%) + +================================================================================ + +================================================================================ +FILE: RS_2017-04.jsonl +Analysis Time: 2026-01-15 07:54:12 +================================================================================ +Total lines: 9,211,051 +Processed lines: 9,211,051 +Total unique fields: 58 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 9,211,051/9,211,051 (100.0%) +Types: NoneType:7,920,037, str:1,291,014 +Null/Empty: null:7,920,037, empty_str:162,037 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'place-3': 82 (0.0%) + 'PS4': 63 (0.0%) + 'place-5': 53 (0.0%) + 'place-0': 40 (0.0%) + 'place-13': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 9,211,051/9,211,051 (100.0%) +Types: bool:9,211,051 +Booleans: true:500 (0.0%), false:9,210,551 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 9,211,051/9,211,051 (100.0%) +Types: str:9,211,051 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 304 (0.0%) + 'ImagesOfNetwork': 31 (0.0%) + 'AutoModerator': 27 (0.0%) + 'I_REALLY_LIKE_TITS': 6 (0.0%) + 'mynthe': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 9,211,051/9,211,051 (100.0%) +Types: str:9,211,051 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '62p82p': 1 (0.0%) + '62p82q': 1 (0.0%) + '62p82r': 1 (0.0%) + '62p82s': 1 (0.0%) + '62p82t': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 9,211,051/9,211,051 (100.0%) +Types: int:9,211,051 +Numeric values: 9,211,051 total +Numeric range: min:0, max:270,469, avg:49.0 +Numeric std dev: 817.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 9,211,051/9,211,051 (100.0%) +Types: dict:9,211,051 +Null/Empty: empty_obj:8,222,169 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 9,211,051/9,211,051 (100.0%) +Types: bool:9,211,051 +Booleans: true:0 (0.0%), false:9,211,051 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 9,211,051/9,211,051 (100.0%) +Types: NoneType:8,207,879, dict:1,003,172 +Null/Empty: null:8,207,879 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 9,211,051/9,211,051 (100.0%) +Types: str:9,202,434, NoneType:8,617 +Null/Empty: null:8,617 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2sxhs': 86 (0.0%) + 't5_3g4tc': 63 (0.0%) + 't5_2qh1i': 35 (0.0%) + 't5_38unr': 32 (0.0%) + 't5_2y6r4': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 9,211,051/9,211,051 (100.0%) +Types: int:9,211,051 +Numeric values: 9,211,051 total +Numeric range: min:1,492,477,151, max:1,494,652,138, avg:1494580714.3 +Numeric std dev: 204628.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 9,211,051/9,211,051 (100.0%) +Types: bool:9,211,051 +Booleans: true:4,102,179 (44.5%), false:5,108,872 (55.5%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 9,211,051/9,211,051 (100.0%) +Types: bool:9,211,051 +Booleans: true:1 (0.0%), false:9,211,050 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 9,211,051/9,211,051 (100.0%) +Types: int:9,211,051 +Numeric values: 9,211,051 total +Numeric range: min:0, max:15, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 12 +Top 5 numeric values: + 0: 9,207,194 (100.0%) + 1: 3,586 (0.0%) + 2: 186 (0.0%) + 3: 49 (0.0%) + 4: 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 9,211,051/9,211,051 (100.0%) +Types: bool:9,211,051 +Booleans: true:3,363 (0.0%), false:9,207,688 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 9,211,051/9,211,051 (100.0%) +Types: str:9,211,051 +Null/Empty: empty_str:4,861,281 +String length avg: 357.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 572 (0.0%) + '[removed]': 270 (0.0%) + 'Please discuss.': 3 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'That should be a pretty obvious title. I'd assume ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 9,211,051/9,211,051 (100.0%) +Types: str:9,211,051 +String length avg: 68.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/cavecomedyradio/comments/62p82p/the_brighter_si...': 1 (0.0%) + '/r/college/comments/62p82q/cant_choose_between_sch...': 1 (0.0%) + '/r/BlueCorner/comments/62p82r/we_need_a_banner_cle...': 1 (0.0%) + '/r/proED/comments/62p82s/how_to_prevent_numb_limbs...': 1 (0.0%) + '/r/college/comments/62p82t/for_18_more_credits_i_c...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 9,211,051/9,211,051 (100.0%) +Types: str:9,211,047, NoneType:4 +Null/Empty: null:4 +String length avg: 26.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,952 (0.0%) + 'self': 1,595 (0.0%) + 'nsfw': 175 (0.0%) + 'image': 36 (0.0%) + 'spoiler': 34 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 9,211,051/9,211,051 (100.0%) +Types: NoneType:9,162,515, str:48,536 +Null/Empty: null:9,162,515 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 48,514 (100.0%) + 'admin': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 9,211,051/9,211,051 (100.0%) +Types: bool:9,211,051 +Booleans: true:57,067 (0.6%), false:9,153,984 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 9,211,051/9,211,051 (100.0%) +Types: dict:9,211,051 +Null/Empty: empty_obj:8,207,879 + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 9,211,051/9,211,051 (100.0%) +Types: bool:8,828,402, int:382,649 +Booleans: true:0 (0.0%), false:8,828,402 (100.0%) +Numeric values: 382,649 total +Numeric range: min:1,491,005,227, max:1,494,648,470, avg:1492340079.0 +Numeric std dev: 776527.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 9,211,051/9,211,051 (100.0%) +Types: NoneType:8,411,604, str:799,447 +Null/Empty: null:8,411,604 +String length avg: 7.2 +Unique strings tracked: 7 +String values distribution: + 'confidence': 479,730 (60.0%) + 'new': 170,123 (21.3%) + 'top': 106,698 (13.3%) + 'qa': 26,440 (3.3%) + 'old': 13,943 (1.7%) + 'controversial': 2,420 (0.3%) + 'random': 93 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 9,211,051/9,211,051 (100.0%) +Types: bool:9,211,051 +Booleans: true:0 (0.0%), false:9,211,051 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 9,211,051/9,211,051 (100.0%) +Types: NoneType:6,870,318, str:2,340,733 +Null/Empty: null:6,870,318, empty_str:55,329 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 237 (0.0%) + 'Discussion': 160 (0.0%) + 'Xbox': 96 (0.0%) + 'Question': 93 (0.0%) + 'Trade': 87 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 9,211,051/9,211,051 (100.0%) +Types: bool:9,211,051 +Booleans: true:5,057,678 (54.9%), false:4,153,373 (45.1%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 9,211,051/9,211,051 (100.0%) +Types: str:9,211,051 +String length avg: 75.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://gfycat.com/BossyExaltedBushbaby': 6 (0.0%) + 'http://www.cextube.com/video/228/meana-wolf-it-s-b...': 3 (0.0%) + 'https://www.youtube.com/watch?v=i4V8Q8Y1AWQ': 2 (0.0%) + 'https://www.youtube.com/watch?v=4OOYfoBnkuo': 2 (0.0%) + 'https://www.reddit.com/r/place/#x=534&y=804': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 9,211,051/9,211,051 (100.0%) +Types: NoneType:6,914,824, str:2,296,227 +Null/Empty: null:6,914,824, empty_str:290,021 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'psn': 239 (0.0%) + 'discussion': 227 (0.0%) + 'xbox': 165 (0.0%) + '4': 154 (0.0%) + 'trade': 150 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 9,211,051/9,211,051 (100.0%) +Types: NoneType:8,222,169, dict:988,882 +Null/Empty: null:8,222,169 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 9,211,051/9,211,051 (100.0%) +Types: bool:9,211,051 +Booleans: true:724,577 (7.9%), false:8,486,474 (92.1%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 9,211,051/9,211,051 (100.0%) +Types: int:9,211,051 +Numeric values: 9,211,051 total +Numeric range: min:1,491,004,800, max:1,493,596,799, avg:1492290872.0 +Numeric std dev: 747601.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 9,211,051/9,211,051 (100.0%) +Types: int:9,211,051 +Numeric values: 9,211,051 total +Numeric range: min:0, max:70,535, avg:8.0 +Numeric std dev: 89.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 9,211,051/9,211,051 (100.0%) +Types: bool:9,211,051 +Booleans: true:6,766 (0.1%), false:9,204,285 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 9,211,051/9,211,051 (100.0%) +Types: str:9,211,051 +String length avg: 56.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'London Reigns': 6 (0.0%) + 'Meana Wolf - It's Been a While': 3 (0.0%) + 'Dumb Player's Guide to Super Mario 64 - Octopus Jo...': 2 (0.0%) + 'Analyzing Champion Dances (blessed be to Mark Merr...': 2 (0.0%) + '29[M4F] DFW or Internet - Dom/sub, power exchange,...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 9,211,051/9,211,051 (100.0%) +Types: NoneType:7,785,291, str:1,425,760 +Null/Empty: null:7,785,291, empty_str:296,828 +String length avg: 19.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 39 (0.0%) + 'Mecha Meme Librarian': 12 (0.0%) + 'USA': 10 (0.0%) + 'Host Of #MemeAlert': 9 (0.0%) + 'smile.amazon.com/registry/wishlist/6R7MQSPEPWNP ♥': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 9,211,051/9,211,051 (100.0%) +Types: bool:9,211,051 +Booleans: true:20,047 (0.2%), false:9,191,004 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 9,211,051/9,211,051 (100.0%) +Types: str:9,211,051 +String length avg: 13.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 283 (0.0%) + 'youtube.com': 121 (0.0%) + 'imgur.com': 120 (0.0%) + 'self.place': 101 (0.0%) + 'i.imgur.com': 100 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 9,202,434/9,211,051 (99.9%) +Types: str:9,202,434 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'place': 86 (0.0%) + 'RocketLeagueExchange': 63 (0.0%) + 'AskReddit': 35 (0.0%) + 'The_Donald': 32 (0.0%) + 'GlobalOffensiveTrade': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 9,126,450/9,211,051 (99.1%) +Types: bool:9,126,450 +Booleans: true:7,625,118 (83.5%), false:1,501,332 (16.5%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 9,126,450/9,211,051 (99.1%) +Types: NoneType:9,126,450 +Null/Empty: null:9,126,450 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 9,126,446/9,211,051 (99.1%) +Types: int:4,799,764, NoneType:4,326,682 +Null/Empty: null:4,326,682 +Numeric values: 4,799,764 total +Numeric range: min:1, max:140, avg:138.4 +Numeric std dev: 10.8 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 9,126,446/9,211,051 (99.1%) +Types: int:4,799,764, NoneType:4,326,682 +Null/Empty: null:4,326,682 +Numeric values: 4,799,764 total +Numeric range: min:1, max:140, avg:105.4 +Numeric std dev: 27.3 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3,486,354/9,211,051 (37.8%) +Types: dict:3,486,354 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3,486,354/9,211,051 (37.8%) +Types: str:3,486,354 +String length avg: 5.1 +Unique strings tracked: 5 +String values distribution: + 'link': 1,723,274 (49.4%) + 'image': 863,015 (24.8%) + 'rich:video': 470,457 (13.5%) + 'self': 427,883 (12.3%) + 'video': 1,725 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 23,432/9,211,051 (0.3%) +Types: bool:23,432 +Booleans: true:23,432 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 8,617/9,211,051 (0.1%) +Types: NoneType:8,615, str:2 +Null/Empty: null:8,615 +String length avg: 14.0 +Unique strings tracked: 2 +String values distribution: + 'Bethesda Software': 1 (50.0%) + 'GlamourGals': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 8,617/9,211,051 (0.1%) +Types: bool:8,617 +Booleans: true:4,950 (57.4%), false:3,667 (42.6%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 8,617/9,211,051 (0.1%) +Types: NoneType:8,617 +Null/Empty: null:8,617 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 8,617/9,211,051 (0.1%) +Types: bool:8,617 +Booleans: true:8,617 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 8,617/9,211,051 (0.1%) +Types: NoneType:8,617 +Null/Empty: null:8,617 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 8,617/9,211,051 (0.1%) +Types: str:8,617 +Null/Empty: empty_str:2,100 +String length avg: 80.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://a.thumbs.redditmedia.com/ye9HOeyJo1bHsY0AQ...': 9 (0.1%) + 'https://b.thumbs.redditmedia.com/nrUG0GoV7-eIu9_PL...': 8 (0.1%) + 'https://b.thumbs.redditmedia.com/BKmjLXz-I1WtnUlm4...': 8 (0.1%) + 'https://b.thumbs.redditmedia.com/5cFNrfrh_RreuI71e...': 8 (0.1%) + 'https://b.thumbs.redditmedia.com/oCzbqwWdWfPwdtX3V...': 7 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 8,617/9,211,051 (0.1%) +Types: str:8,617 +String length avg: 68.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://littlstar.com/videos/b03974af': 9 (0.1%) + 'http://yourmindyourworld.com/': 7 (0.1%) + 'https://play.google.com/store/apps/details?id=org....': 7 (0.1%) + 'https://skins2keys.com': 6 (0.1%) + 'https://play.google.com/store/apps/details?id=com....': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 8,617/9,211,051 (0.1%) +Types: NoneType:8,615, str:2 +Null/Empty: null:8,615 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 't3_64yr51': 1 (50.0%) + 't3_656c0g': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 8,617/9,211,051 (0.1%) +Types: NoneType:8,615, str:2 +Null/Empty: null:8,615 +String length avg: 61.0 +Unique strings tracked: 2 +String values distribution: + 'https://prey.bethesda.net/': 1 (50.0%) + 'https://www.reddit.com/r/LifeProTips/comments/656c...': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 8,617/9,211,051 (0.1%) +Types: NoneType:8,540, str:77 +Null/Empty: null:8,540 +String length avg: 142.7 +Unique strings tracked: 15 +Top 5 string values: + 'https://ad.doubleclick.net/ddm/trackimpj/N448205.1...': 12 (15.6%) + 'https://secure.insightexpressai.com/adServer/adSer...': 12 (15.6%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/maxusglobal/nh...': 5 (6.5%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/maxusglobal/nh...': 5 (6.5%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/maxusglobal/nh...': 5 (6.5%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 8,617/9,211,051 (0.1%) +Types: NoneType:8,617 +Null/Empty: null:8,617 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 8,617/9,211,051 (0.1%) +Types: str:8,450, NoneType:167 +Null/Empty: null:167 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_uyt3a': 53 (0.6%) + 't2_16mfuz': 37 (0.4%) + 't2_16rqu8': 26 (0.3%) + 't2_13eb9q': 24 (0.3%) + 't2_nzvv4': 16 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 8,617/9,211,051 (0.1%) +Types: NoneType:8,617 +Null/Empty: null:8,617 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 8,617/9,211,051 (0.1%) +Types: NoneType:8,474, str:143 +Null/Empty: null:8,474 +String length avg: 129.2 +Unique strings tracked: 59 +Top 5 string values: + 'https://pixel.adsafeprotected.com/rjss/st/83179/14...': 12 (8.4%) + 'https://pixel.adsafeprotected.com/rjss/st/83424/14...': 12 (8.4%) + 'https://bs.serving-sys.com/serving/adServer.bs?cn=...': 6 (4.2%) + 'https://bs.serving-sys.com/serving/adServer.bs?cn=...': 5 (3.5%) + 'https://bs.serving-sys.com/serving/adServer.bs?cn=...': 5 (3.5%) + +================================================================================ + +================================================================================ +FILE: RS_2017-05.jsonl +Analysis Time: 2026-01-15 08:03:14 +================================================================================ +Total lines: 9,498,553 +Processed lines: 9,498,553 +Total unique fields: 59 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 9,498,553/9,498,553 (100.0%) +Types: bool:9,498,553 +Booleans: true:210 (0.0%), false:9,498,343 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 9,498,553/9,498,553 (100.0%) +Types: str:9,498,553 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 291 (0.0%) + 'AutoModerator': 41 (0.0%) + 'ImagesOfNetwork': 37 (0.0%) + 'EcoInternetNewsfeed': 4 (0.0%) + 'ethan_kahn': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 9,498,553/9,498,553 (100.0%) +Types: NoneType:8,221,987, str:1,276,566 +Null/Empty: null:8,221,987, empty_str:167,334 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 52 (0.0%) + 'hi': 35 (0.0%) + 'psn': 32 (0.0%) + 'kekistan': 27 (0.0%) + 'default': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 9,498,553/9,498,553 (100.0%) +Types: NoneType:8,080,941, str:1,417,612 +Null/Empty: null:8,080,941, empty_str:279,871 +String length avg: 18.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 36 (0.0%) + 'KEK': 25 (0.0%) + 'Text': 14 (0.0%) + 'USA': 12 (0.0%) + 'Mecha Meme Librarian': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 9,498,553/9,498,553 (100.0%) +Types: bool:9,498,553 +Booleans: true:5,128,266 (54.0%), false:4,370,287 (46.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 9,498,553/9,498,553 (100.0%) +Types: bool:9,498,553 +Booleans: true:5,071 (0.1%), false:9,493,482 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 9,498,553/9,498,553 (100.0%) +Types: int:9,498,553 +Numeric values: 9,498,553 total +Numeric range: min:1,493,596,800, max:1,496,275,199, avg:1494943445.8 +Numeric std dev: 775946.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 9,498,553/9,498,553 (100.0%) +Types: NoneType:9,447,944, str:50,609 +Null/Empty: null:9,447,944 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 50,578 (99.9%) + 'admin': 31 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 9,498,553/9,498,553 (100.0%) +Types: str:9,498,553 +Null/Empty: empty_str:6 +String length avg: 13.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 347 (0.0%) + 'imgur.com': 160 (0.0%) + 'youtube.com': 115 (0.0%) + 'i.imgur.com': 101 (0.0%) + 'self.Ice_Poseidon': 94 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 9,498,553/9,498,553 (100.0%) +Types: bool:9,114,763, float:383,790 +Booleans: true:0 (0.0%), false:9,114,763 (100.0%) +Numeric values: 383,790 total +Numeric range: min:1,493,596,882.0, max:1,497,199,362.0, avg:1494996977.8 +Numeric std dev: 797849.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 9,498,553/9,498,553 (100.0%) +Types: int:9,498,553 +Numeric values: 9,498,553 total +Numeric range: min:0, max:27, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 9,494,803 (100.0%) + 1: 3,462 (0.0%) + 2: 191 (0.0%) + 3: 54 (0.0%) + 4: 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 9,498,553/9,498,553 (100.0%) +Types: bool:9,498,553 +Booleans: true:0 (0.0%), false:9,498,553 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 9,498,553/9,498,553 (100.0%) +Types: bool:9,498,553 +Booleans: true:613 (0.0%), false:9,497,940 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 9,498,553/9,498,553 (100.0%) +Types: str:9,498,553 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '68irgw': 1 (0.0%) + '68irgx': 1 (0.0%) + '68irgy': 1 (0.0%) + '68irgz': 1 (0.0%) + '68irh0': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 9,498,553/9,498,553 (100.0%) +Types: bool:9,498,553 +Booleans: true:4,140,879 (43.6%), false:5,357,674 (56.4%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 9,498,553/9,498,553 (100.0%) +Types: NoneType:7,154,127, str:2,344,426 +Null/Empty: null:7,154,127, empty_str:277,464 +String length avg: 6.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 203 (0.0%) + 'psn': 175 (0.0%) + 'trade': 174 (0.0%) + 'xbox': 159 (0.0%) + 'question': 136 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 9,498,553/9,498,553 (100.0%) +Types: NoneType:7,103,840, str:2,394,713 +Null/Empty: null:7,103,840, empty_str:50,905 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 176 (0.0%) + 'Discussion': 138 (0.0%) + 'Trade': 108 (0.0%) + 'Question': 84 (0.0%) + 'Xbox': 82 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 9,498,553/9,498,553 (100.0%) +Types: bool:9,498,553 +Booleans: true:22,086 (0.2%), false:9,476,467 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 9,498,553/9,498,553 (100.0%) +Types: NoneType:8,487,659, dict:1,010,894 +Null/Empty: null:8,487,659 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 9,498,553/9,498,553 (100.0%) +Types: dict:9,498,553 +Null/Empty: empty_obj:8,487,665 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 9,498,553/9,498,553 (100.0%) +Types: int:9,498,553 +Numeric values: 9,498,553 total +Numeric range: min:0, max:213,573, avg:8.0 +Numeric std dev: 115.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 9,498,553/9,498,553 (100.0%) +Types: bool:9,498,553 +Booleans: true:811,331 (8.5%), false:8,687,222 (91.5%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 9,498,553/9,498,553 (100.0%) +Types: str:9,498,553 +String length avg: 68.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/ReefTank/comments/68irgw/any_bay_area_folks_loo...': 1 (0.0%) + '/r/WormFanfic/comments/68irgx/any_fics_where_shado...': 1 (0.0%) + '/r/kendo/comments/68irgy/moving_to_japanship_my_bo...': 1 (0.0%) + '/r/seduction/comments/68irgz/rejected_but_cant_cut...': 1 (0.0%) + '/r/ImagesOfMexico/comments/68irh0/mineros_de_zacat...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 9,498,553/9,498,553 (100.0%) +Types: bool:9,498,553 +Booleans: true:0 (0.0%), false:9,498,553 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 9,498,553/9,498,553 (100.0%) +Types: int:9,498,553 +Numeric values: 9,498,553 total +Numeric range: min:1,494,652,138, max:1,497,200,989, avg:1496953638.7 +Numeric std dev: 648686.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 9,498,553/9,498,553 (100.0%) +Types: int:9,498,553 +Numeric values: 9,498,553 total +Numeric range: min:0, max:192,394, avg:51.1 +Numeric std dev: 865.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 9,498,553/9,498,553 (100.0%) +Types: NoneType:8,500,888, dict:997,665 +Null/Empty: null:8,500,888 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 9,498,553/9,498,553 (100.0%) +Types: dict:9,498,553 +Null/Empty: empty_obj:8,500,888 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 9,498,553/9,498,553 (100.0%) +Types: str:9,498,553 +Null/Empty: empty_str:5,096,020 +String length avg: 362.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 564 (0.0%) + '[removed]': 413 (0.0%) + 'Please discuss.': 4 (0.0%) + 'Food for thought.': 2 (0.0%) + 'This was automatically posted': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 9,498,553/9,498,553 (100.0%) +Types: bool:9,498,553 +Booleans: true:59,860 (0.6%), false:9,438,693 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 9,498,553/9,498,553 (100.0%) +Types: bool:9,498,553 +Booleans: true:8,026 (0.1%), false:9,490,527 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 9,498,553/9,498,553 (100.0%) +Types: str:9,489,466, NoneType:9,087 +Null/Empty: null:9,087 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_3aelr': 73 (0.0%) + 't5_2qh1i': 46 (0.0%) + 't5_3g4tc': 36 (0.0%) + 't5_38unr': 28 (0.0%) + 't5_2y6r4': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 9,498,553/9,498,553 (100.0%) +Types: NoneType:8,701,232, str:797,321 +Null/Empty: null:8,701,232 +String length avg: 7.0 +Unique strings tracked: 7 +String values distribution: + 'confidence': 454,062 (56.9%) + 'new': 176,607 (22.2%) + 'top': 111,090 (13.9%) + 'qa': 35,596 (4.5%) + 'old': 15,988 (2.0%) + 'controversial': 3,838 (0.5%) + 'random': 140 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 9,498,553/9,498,553 (100.0%) +Types: str:9,498,549, NoneType:4 +Null/Empty: null:4 +String length avg: 26.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,465 (0.0%) + 'self': 1,189 (0.0%) + 'nsfw': 170 (0.0%) + 'image': 57 (0.0%) + 'spoiler': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 9,498,553/9,498,553 (100.0%) +Types: str:9,498,553 +String length avg: 56.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Sorell Twins': 8 (0.0%) + 'The Sun setting into the Gulf of Mexico, Saint Pet...': 4 (0.0%) + 'Arizona PR Spring 2017': 3 (0.0%) + 'We know how to handle flash floods herein Fayettev...': 3 (0.0%) + 'Daniil Kvyat - Toro Rosso STR12 - 2017 - Russian G...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 9,498,553/9,498,553 (100.0%) +Types: str:9,498,553 +String length avg: 74.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://gfycat.com/ConfusedEveryCrayfish': 9 (0.0%) + 'https://i.redd.it/xvymhdus4suy.jpg': 6 (0.0%) + 'http://imgur.com/0TWZLbq': 4 (0.0%) + 'http://imgur.com/a/6M6iQ': 3 (0.0%) + 'https://youtu.be/_VHIYzRJ1ck': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 9,498,553/9,498,553 (100.0%) +Types: NoneType:9,498,553 +Null/Empty: null:9,498,553 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 9,498,549/9,498,553 (100.0%) +Types: int:5,066,804, NoneType:4,431,745 +Null/Empty: null:4,431,745 +Numeric values: 5,066,804 total +Numeric range: min:1, max:140, avg:105.8 +Numeric std dev: 27.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 9,498,549/9,498,553 (100.0%) +Types: int:5,066,804, NoneType:4,431,745 +Null/Empty: null:4,431,745 +Numeric values: 5,066,804 total +Numeric range: min:1, max:140, avg:138.6 +Numeric std dev: 9.9 +Unique numbers tracked: 69 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 9,489,466/9,498,553 (99.9%) +Types: str:9,489,466 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Ice_Poseidon': 73 (0.0%) + 'AskReddit': 46 (0.0%) + 'RocketLeagueExchange': 36 (0.0%) + 'The_Donald': 28 (0.0%) + 'GlobalOffensiveTrade': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 8,800,927/9,498,553 (92.7%) +Types: bool:8,800,927 +Booleans: true:21 (0.0%), false:8,800,906 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3,649,355/9,498,553 (38.4%) +Types: str:3,649,355 +String length avg: 5.1 +Unique strings tracked: 5 +String values distribution: + 'link': 1,804,779 (49.5%) + 'image': 930,661 (25.5%) + 'rich:video': 485,116 (13.3%) + 'self': 426,701 (11.7%) + 'video': 2,098 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3,649,355/9,498,553 (38.4%) +Types: dict:3,649,355 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 32,136/9,498,553 (0.3%) +Types: bool:32,136 +Booleans: true:32,136 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 9,087/9,498,553 (0.1%) +Types: NoneType:9,087 +Null/Empty: null:9,087 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 9,087/9,498,553 (0.1%) +Types: NoneType:9,087 +Null/Empty: null:9,087 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 9,087/9,498,553 (0.1%) +Types: str:8,942, NoneType:145 +Null/Empty: null:145 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_17jlue': 30 (0.3%) + 't2_k14jq': 22 (0.2%) + 't2_47i05': 22 (0.2%) + 't2_3m5ao': 15 (0.2%) + 't2_42a06a': 13 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 9,087/9,498,553 (0.1%) +Types: bool:9,087 +Booleans: true:5,347 (58.8%), false:3,740 (41.2%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 9,087/9,498,553 (0.1%) +Types: str:9,087 +String length avg: 66.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.reddit.com/r/lacortenews/': 9 (0.1%) + 'https://appsto.re/us/U39tib.i': 8 (0.1%) + 'https://gamerzarena.com/': 8 (0.1%) + 'https://jsup.io/r/top-angular': 6 (0.1%) + 'https://indiegogo.com/projects/cinder-grill-cook-t...': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 9,087/9,498,553 (0.1%) +Types: NoneType:9,087 +Null/Empty: null:9,087 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 9,087/9,498,553 (0.1%) +Types: str:9,087 +Null/Empty: empty_str:2,071 +String length avg: 80.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://b.thumbs.redditmedia.com/Vk7TJgpPACCZsXvg9...': 26 (0.4%) + 'https://b.thumbs.redditmedia.com/ui9Eb5_0wnrc81F7W...': 13 (0.2%) + 'https://a.thumbs.redditmedia.com/cjGRomKaPTNATIr_5...': 9 (0.1%) + 'https://b.thumbs.redditmedia.com/lKrCBq8l3czuUhHqq...': 7 (0.1%) + 'https://b.thumbs.redditmedia.com/i9ZrUiw4TKsfIAU6V...': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 9,087/9,498,553 (0.1%) +Types: NoneType:9,084, str:3 +Null/Empty: null:9,084 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 't3_67o00k': 1 (33.3%) + 't3_68lutl': 1 (33.3%) + 't3_6cqhv4': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 9,087/9,498,553 (0.1%) +Types: bool:9,087 +Booleans: true:9,087 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 9,087/9,498,553 (0.1%) +Types: NoneType:9,087 +Null/Empty: null:9,087 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 9,087/9,498,553 (0.1%) +Types: NoneType:9,084, str:3 +Null/Empty: null:9,084 +String length avg: 14.7 +Unique strings tracked: 3 +String values distribution: + 'handmaidsonhulu': 1 (33.3%) + 'ItComesAtNight': 1 (33.3%) + 'HandmaidsOnHulu': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 9,087/9,498,553 (0.1%) +Types: NoneType:9,084, str:3 +Null/Empty: null:9,084 +String length avg: 173.3 +Unique strings tracked: 3 +String values distribution: + 'https://ad.doubleclick.net/ddm/trackclk/N8031.1318...': 1 (33.3%) + 'https://ad.doubleclick.net/ddm/trackclk/N38312.131...': 1 (33.3%) + 'https://ad.doubleclick.net/ddm/trackclk/N8031.1318...': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 9,087/9,498,553 (0.1%) +Types: NoneType:8,893, str:194 +Null/Empty: null:8,893 +String length avg: 121.1 +Unique strings tracked: 152 +Top 5 string values: + 'https://secure.insightexpressai.com/adServer/adSer...': 4 (2.1%) + 'https://ad.doubleclick.net/ddm/trackimp/N2789.1318...': 3 (1.5%) + 'https://ad.doubleclick.net/ddm/ad/N8003.131843REDD...': 3 (1.5%) + 'https://pixel.adsafeprotected.com/rjss/st/79980/15...': 2 (1.0%) + 'https://pixel.adsafeprotected.com/rjss/st/79980/15...': 2 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 9,087/9,498,553 (0.1%) +Types: NoneType:9,050, str:37 +Null/Empty: null:9,050 +String length avg: 164.8 +Unique strings tracked: 12 +Top 5 string values: + 'https://secure.insightexpressai.com/adServer/adSer...': 8 (21.6%) + 'https://secure.insightexpressai.com/adServer/adSer...': 8 (21.6%) + 'https://secure.insightexpressai.com/adServer/adSer...': 8 (21.6%) + 'https://pixel.adsafeprotected.com/rfw/st/79980/151...': 2 (5.4%) + 'https://pixel.adsafeprotected.com/rfw/st/79980/151...': 2 (5.4%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 8,426/9,498,553 (0.1%) +Types: list:8,416, NoneType:10 +Null/Empty: null:10, empty_arr:8,412 + +================================================================================ + +================================================================================ +FILE: RS_2017-06.jsonl +Analysis Time: 2026-01-15 08:12:46 +================================================================================ +Total lines: 9,597,725 +Processed lines: 9,597,725 +Total unique fields: 65 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 9,597,725/9,597,725 (100.0%) +Types: NoneType:9,597,725 +Null/Empty: null:9,597,725 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:606 (0.0%), false:9,597,119 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 9,597,725/9,597,725 (100.0%) +Types: str:9,597,725 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 260 (0.0%) + 'ImagesOfNetwork': 18 (0.0%) + 'vldmr86': 10 (0.0%) + 'AutoModerator': 7 (0.0%) + 'autotldr': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 9,597,725/9,597,725 (100.0%) +Types: NoneType:8,342,110, str:1,255,615 +Null/Empty: null:8,342,110, empty_str:166,905 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 38 (0.0%) + 'PS4': 33 (0.0%) + 'kekistan': 30 (0.0%) + 'MURICA': 30 (0.0%) + 'psn': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 9,597,725/9,597,725 (100.0%) +Types: NoneType:8,197,702, str:1,400,023 +Null/Empty: null:8,197,702, empty_str:283,485 +String length avg: 18.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'KEK': 27 (0.0%) + '1776': 22 (0.0%) + 'PS4': 19 (0.0%) + 'Text': 15 (0.0%) + 'USA': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 9,597,725/9,597,725 (100.0%) +Types: NoneType:9,597,725 +Null/Empty: null:9,597,725 + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:5,069,776 (52.8%), false:4,527,949 (47.2%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:0 (0.0%), false:9,597,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:3,515 (0.0%), false:9,594,210 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 9,597,725/9,597,725 (100.0%) +Types: int:9,597,725 +Numeric values: 9,597,725 total +Numeric range: min:1,496,275,200, max:1,498,867,199, avg:1497585563.3 +Numeric std dev: 752263.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 9,597,725/9,597,725 (100.0%) +Types: NoneType:9,554,909, str:42,816 +Null/Empty: null:9,554,909 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 42,797 (100.0%) + 'admin': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 9,597,725/9,597,725 (100.0%) +Types: str:9,597,725 +String length avg: 13.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 319 (0.0%) + 'imgur.com': 132 (0.0%) + 'youtube.com': 118 (0.0%) + 'i.imgur.com': 71 (0.0%) + 'self.RocketLeagueExchange': 60 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,210,179, float:387,546 +Booleans: true:0 (0.0%), false:9,210,179 (100.0%) +Numeric values: 387,546 total +Numeric range: min:1,496,275,443.0, max:1,500,193,901.0, avg:1497651681.4 +Numeric std dev: 783767.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 9,597,725/9,597,725 (100.0%) +Types: int:9,597,725 +Numeric values: 9,597,725 total +Numeric range: min:0, max:13, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 14 +Top 5 numeric values: + 0: 9,594,048 (100.0%) + 1: 3,387 (0.0%) + 2: 193 (0.0%) + 3: 47 (0.0%) + 4: 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:0 (0.0%), false:9,597,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:465 (0.0%), false:9,597,260 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 9,597,725/9,597,725 (100.0%) +Types: str:9,597,725 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6ej15w': 1 (0.0%) + '6ej15x': 1 (0.0%) + '6ej15y': 1 (0.0%) + '6ej15z': 1 (0.0%) + '6ej160': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:4,135,660 (43.1%), false:5,462,065 (56.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:173 (0.0%), false:9,597,552 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 9,597,725/9,597,725 (100.0%) +Types: NoneType:7,053,836, str:2,543,889 +Null/Empty: null:7,053,836, empty_str:313,215 +String length avg: 6.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 188 (0.0%) + 'xbox': 174 (0.0%) + 'psn': 161 (0.0%) + 'trade': 122 (0.0%) + 'question': 108 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 9,597,725/9,597,725 (100.0%) +Types: NoneType:7,007,205, str:2,590,520 +Null/Empty: null:7,007,205, empty_str:209,980 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 135 (0.0%) + 'PS4': 119 (0.0%) + 'Xbox': 91 (0.0%) + 'Trade': 75 (0.0%) + 'Question': 69 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:46,699 (0.5%), false:9,551,026 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 9,597,725/9,597,725 (100.0%) +Types: NoneType:8,592,668, dict:1,005,057 +Null/Empty: null:8,592,668 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 9,597,725/9,597,725 (100.0%) +Types: dict:9,597,725 +Null/Empty: empty_obj:8,592,840 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 9,597,725/9,597,725 (100.0%) +Types: int:9,597,725 +Numeric values: 9,597,725 total +Numeric range: min:0, max:65,166, avg:7.9 +Numeric std dev: 98.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:837,844 (8.7%), false:8,759,881 (91.3%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 9,597,725/9,597,725 (100.0%) +Types: str:9,597,725 +String length avg: 68.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/SonicPorn/comments/6ej15w/bunny_has_some_fun_di...': 1 (0.0%) + '/r/RocketLeagueExchange/comments/6ej15x/ps4_h_blac...': 1 (0.0%) + '/r/seinfeld/comments/6ej15y/im_gonna_watch_seinfel...': 1 (0.0%) + '/r/Geosim/comments/6ej15z/event_éire_part_i_act_i_...': 1 (0.0%) + '/r/Geosim/comments/6ej160/budget_ethiopian_2017_cl...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:0 (0.0%), false:9,597,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 9,597,725/9,597,725 (100.0%) +Types: int:9,597,725 +Numeric values: 9,597,725 total +Numeric range: min:1,500,090,551, max:1,500,200,173, avg:1500146087.8 +Numeric std dev: 31581.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 9,597,725/9,597,725 (100.0%) +Types: int:9,597,725 +Numeric values: 9,597,725 total +Numeric range: min:0, max:159,410, avg:50.5 +Numeric std dev: 865.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 9,597,725/9,597,725 (100.0%) +Types: NoneType:8,604,150, dict:993,575 +Null/Empty: null:8,604,150 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 9,597,725/9,597,725 (100.0%) +Types: dict:9,597,725 +Null/Empty: empty_obj:8,604,150 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 9,597,725/9,597,725 (100.0%) +Types: str:9,597,725 +Null/Empty: empty_str:5,167,431 +String length avg: 365.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 571 (0.0%) + '[removed]': 331 (0.0%) + 'Hello everyone, + +This is a method to get Fifa poin...': 6 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'Please discuss.': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:51,306 (0.5%), false:9,546,419 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:6,701 (0.1%), false:9,591,024 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 9,597,725/9,597,725 (100.0%) +Types: str:9,589,025, NoneType:8,700 +Null/Empty: null:8,700 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 47 (0.0%) + 't5_38unr': 43 (0.0%) + 't5_3g4tc': 40 (0.0%) + 't5_2y6r4': 20 (0.0%) + 't5_2cneq': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 9,597,725/9,597,725 (100.0%) +Types: NoneType:8,689,878, str:907,847 +Null/Empty: null:8,689,878 +String length avg: 6.9 +Unique strings tracked: 7 +String values distribution: + 'confidence': 508,711 (56.0%) + 'new': 228,292 (25.1%) + 'top': 101,536 (11.2%) + 'qa': 40,391 (4.4%) + 'old': 22,660 (2.5%) + 'controversial': 6,138 (0.7%) + 'random': 119 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 9,597,725/9,597,725 (100.0%) +Types: str:9,597,719, NoneType:6 +Null/Empty: null:6 +String length avg: 27.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,414 (0.0%) + 'self': 1,196 (0.0%) + 'nsfw': 182 (0.0%) + 'image': 43 (0.0%) + 'spoiler': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 9,597,725/9,597,725 (100.0%) +Types: str:9,597,725 +String length avg: 57.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Fifa Points': 7 (0.0%) + 'Very Powerful Dua For all Purposes': 3 (0.0%) + 'Toronto in May': 3 (0.0%) + 'Flopped out of bball shorts': 2 (0.0%) + 'Smog in Santiago Chile taken on San Cristóbal Hill...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 9,597,725/9,597,725 (100.0%) +Types: str:9,597,725 +String length avg: 74.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.sarkarhealings.com/product/taweez-code...': 3 (0.0%) + 'https://i.redd.it/2o7zas5cdx0z.jpg': 3 (0.0%) + 'https://i.redd.it/g4cjd7eucx0z.jpg': 2 (0.0%) + 'http://www.evertonfc.com/news/2017/05/30/koeman-ta...': 2 (0.0%) + 'https://www.microsoft.com/en-US/store/p/speedrunne...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 9,597,725/9,597,725 (100.0%) +Types: NoneType:9,597,725 +Null/Empty: null:9,597,725 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 9,597,719/9,597,725 (100.0%) +Types: int:5,151,634, NoneType:4,446,085 +Null/Empty: null:4,446,085 +Numeric values: 5,151,634 total +Numeric range: min:1, max:140, avg:105.9 +Numeric std dev: 27.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 9,597,719/9,597,725 (100.0%) +Types: int:5,151,634, NoneType:4,446,085 +Null/Empty: null:4,446,085 +Numeric values: 5,151,634 total +Numeric range: min:1, max:140, avg:138.9 +Numeric std dev: 9.1 +Unique numbers tracked: 66 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 9,589,025/9,597,725 (99.9%) +Types: str:9,589,025 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 47 (0.0%) + 'The_Donald': 43 (0.0%) + 'RocketLeagueExchange': 40 (0.0%) + 'GlobalOffensiveTrade': 20 (0.0%) + 'politics': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3,801,386/9,597,725 (39.6%) +Types: str:3,801,386 +String length avg: 5.0 +Unique strings tracked: 6 +String values distribution: + 'link': 1,861,712 (49.0%) + 'image': 1,012,931 (26.6%) + 'rich:video': 492,559 (13.0%) + 'self': 431,322 (11.3%) + 'video': 2,796 (0.1%) + 'hosted:video': 66 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3,801,386/9,597,725 (39.6%) +Types: dict:3,801,386 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 25,011/9,597,725 (0.3%) +Types: bool:25,011 +Booleans: true:25,011 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 8,700/9,597,725 (0.1%) +Types: NoneType:8,700 +Null/Empty: null:8,700 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 8,700/9,597,725 (0.1%) +Types: NoneType:8,700 +Null/Empty: null:8,700 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 8,700/9,597,725 (0.1%) +Types: str:8,576, NoneType:124 +Null/Empty: null:124 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_173k8o': 66 (0.8%) + 't2_rs5wrl': 32 (0.4%) + 't2_2qnziym': 14 (0.2%) + 't2_36cwgpb': 14 (0.2%) + 't2_wbs6u': 13 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 8,700/9,597,725 (0.1%) +Types: bool:8,700 +Booleans: true:5,106 (58.7%), false:3,594 (41.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 8,700/9,597,725 (0.1%) +Types: NoneType:8,499, str:201 +Null/Empty: null:8,499 +String length avg: 15.4 +Unique strings tracked: 53 +Top 5 string values: + 'www.youtube.com': 26 (12.9%) + 'www.boomeo.com': 22 (10.9%) + 'www.syfy.com': 17 (8.5%) + 'www.amazon.com': 15 (7.5%) + 'madeby.google.com': 8 (4.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 8,700/9,597,725 (0.1%) +Types: NoneType:8,592, str:108 +Null/Empty: null:8,592 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 96 (88.9%) + 'iframe': 12 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 8,700/9,597,725 (0.1%) +Types: NoneType:8,592, str:108 +Null/Empty: null:8,592 +String length avg: 46.0 +Unique strings tracked: 60 +Top 5 string values: + 'https://www.youtube.com/watch?v=dipWCECpzj8&fe...': 9 (8.3%) + 'https://www.youtube.com/watch?v=4dxe_ugmIVM': 5 (4.6%) + 'https://www.youtube.com/watch?v=gkGEx78Ad0M': 5 (4.6%) + 'https://www.youtube.com/watch?v=W84ZnQH9RCA': 5 (4.6%) + 'https://youtu.be/ZBY25LfzDE8': 4 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 8,700/9,597,725 (0.1%) +Types: str:8,700 +String length avg: 68.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://blueboxinteractive.com/web-design-san-dieg...': 14 (0.2%) + 'http://reddit.realsuccesstories.com/kylie-lip-kit-...': 11 (0.1%) + 'https://itunes.apple.com/us/app/lipsi-localized-an...': 9 (0.1%) + 'https://www.youtube.com/watch?v=dipWCECpzj8&fe...': 9 (0.1%) + 'https://www.lemurmonitors.com': 8 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 8,700/9,597,725 (0.1%) +Types: NoneType:8,700 +Null/Empty: null:8,700 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 8,700/9,597,725 (0.1%) +Types: str:8,700 +Null/Empty: empty_str:2,005 +String length avg: 80.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://b.thumbs.redditmedia.com/BJ1lospvmtAEmKx6Z...': 32 (0.5%) + 'https://b.thumbs.redditmedia.com/oYUTYlEy0QLwbKXky...': 12 (0.2%) + 'https://b.thumbs.redditmedia.com/AVg_LI0LWUXvxr5Sk...': 11 (0.2%) + 'https://b.thumbs.redditmedia.com/T3ipAkgG66cnOtEej...': 7 (0.1%) + 'https://b.thumbs.redditmedia.com/2G_BEOa9_cih0ne6f...': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 8,700/9,597,725 (0.1%) +Types: NoneType:8,697, str:3 +Null/Empty: null:8,697 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 't3_6fhc1j': 1 (33.3%) + 't3_6g9phk': 1 (33.3%) + 't3_6h9s6l': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 8,700/9,597,725 (0.1%) +Types: bool:8,700 +Booleans: true:8,700 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 8,700/9,597,725 (0.1%) +Types: NoneType:8,700 +Null/Empty: null:8,700 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 8,700/9,597,725 (0.1%) +Types: NoneType:8,697, str:3 +Null/Empty: null:8,697 +String length avg: 13.3 +Unique strings tracked: 3 +String values distribution: + 'RedbullReady': 1 (33.3%) + 'LuciaAniello': 1 (33.3%) + 'Nintendo_america': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 8,700/9,597,725 (0.1%) +Types: NoneType:8,697, str:3 +Null/Empty: null:8,697 +String length avg: 103.7 +Unique strings tracked: 3 +String values distribution: + 'https://ad.doubleclick.net/ddm/trackclk/N2789.1318...': 1 (33.3%) + 'https://www.reddit.com/r/IAmA/comments/6g9phk/hell...': 1 (33.3%) + 'https://www.reddit.com/user/Nintendo_America': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 8,700/9,597,725 (0.1%) +Types: list:8,679, NoneType:21 +Null/Empty: null:21, empty_arr:8,673 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 8,700/9,597,725 (0.1%) +Types: NoneType:8,585, str:115 +Null/Empty: null:8,585 +String length avg: 151.6 +Unique strings tracked: 68 +Top 5 string values: + 'https://secure.insightexpressai.com/adServer/adSer...': 25 (21.7%) + 'https://secure.insightexpressai.com/adServer/adSer...': 4 (3.5%) + 'https://bs.serving-sys.com/serving/adServer.bs?cn=...': 4 (3.5%) + 'https://alb.reddit.com/t.gif?q=CgADAAAAAABeVnAIAAc...': 3 (2.6%) + 'https://ad.doubleclick.net/ddm/trackimp/N421001.13...': 3 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 8,700/9,597,725 (0.1%) +Types: NoneType:8,681, str:19 +Null/Empty: null:8,681 +String length avg: 155.5 +Unique strings tracked: 15 +Top 5 string values: + 'https://secure.insightexpressai.com/adServer/adSer...': 3 (15.8%) + 'https://alb.reddit.com/t.gif?q=CgADAAAAAABdex0IAAc...': 2 (10.5%) + 'https://ad.doubleclick.net/ddm/adj/N286407.131843R...': 2 (10.5%) + 'https://alb.reddit.com/t.gif?q=CgADAAAAAABdpJgIAAc...': 1 (5.3%) + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=EN...': 1 (5.3%) + +================================================================================ + +================================================================================ +FILE: RS_2017-07.jsonl +Analysis Time: 2026-01-15 08:22:45 +================================================================================ +Total lines: 9,989,122 +Processed lines: 9,989,122 +Total unique fields: 65 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 9,989,122/9,989,122 (100.0%) +Types: NoneType:9,989,122 +Null/Empty: null:9,989,122 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:1,485 (0.0%), false:9,987,637 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 9,989,122/9,989,122 (100.0%) +Types: str:9,989,122 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 274 (0.0%) + 'ImagesOfNetwork': 20 (0.0%) + 'AutoModerator': 13 (0.0%) + 'CanadianAce52': 13 (0.0%) + 'rollupdatrollup': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 9,989,122/9,989,122 (100.0%) +Types: NoneType:8,715,775, str:1,273,347 +Null/Empty: null:8,715,775, empty_str:160,048 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 43 (0.0%) + 'xbox': 32 (0.0%) + 'MURICA': 28 (0.0%) + 'default': 21 (0.0%) + 'PS4': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 9,989,122/9,989,122 (100.0%) +Types: NoneType:8,530,077, str:1,459,045 +Null/Empty: null:8,530,077, empty_str:282,524 +String length avg: 18.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'danquest o' de'm all': 76 (0.0%) + 'im a little gay trap slut pls fuck me': 21 (0.0%) + 'USA': 20 (0.0%) + 'BOT': 17 (0.0%) + 'Text': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 9,989,122/9,989,122 (100.0%) +Types: NoneType:9,989,122 +Null/Empty: null:9,989,122 + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:5,307,372 (53.1%), false:4,681,750 (46.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:0 (0.0%), false:9,989,122 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:4,162 (0.0%), false:9,984,960 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 9,989,122/9,989,122 (100.0%) +Types: int:9,989,122 +Numeric values: 9,989,122 total +Numeric range: min:1,498,867,200, max:1,501,545,599, avg:1500222020.3 +Numeric std dev: 766914.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 9,989,122/9,989,122 (100.0%) +Types: NoneType:9,945,099, str:44,023 +Null/Empty: null:9,945,099 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 44,004 (100.0%) + 'admin': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 9,989,122/9,989,122 (100.0%) +Types: str:9,989,122 +String length avg: 13.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 404 (0.0%) + 'youtube.com': 115 (0.0%) + 'imgur.com': 100 (0.0%) + 'i.imgur.com': 99 (0.0%) + 'self.AskReddit': 78 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,583,544, float:405,578 +Booleans: true:0 (0.0%), false:9,583,544 (100.0%) +Numeric values: 405,578 total +Numeric range: min:1,498,867,533.0, max:1,502,163,237.0, avg:1500284111.1 +Numeric std dev: 778282.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 9,989,122/9,989,122 (100.0%) +Types: int:9,989,122 +Numeric values: 9,989,122 total +Numeric range: min:0, max:12, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 9,985,321 (100.0%) + 1: 3,498 (0.0%) + 2: 203 (0.0%) + 3: 64 (0.0%) + 4: 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:0 (0.0%), false:9,989,122 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:682 (0.0%), false:9,988,440 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 9,989,122/9,989,122 (100.0%) +Types: str:9,989,122 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6kjsx6': 1 (0.0%) + '6kjsx7': 1 (0.0%) + '6kjsx8': 1 (0.0%) + '6kjsx9': 1 (0.0%) + '6kjsxa': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:4,341,657 (43.5%), false:5,647,465 (56.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:4,029 (0.0%), false:9,985,093 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 9,989,122/9,989,122 (100.0%) +Types: NoneType:7,272,254, str:2,716,868 +Null/Empty: null:7,272,254, empty_str:347,085 +String length avg: 6.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 178 (0.0%) + 'psn': 140 (0.0%) + 'trade': 130 (0.0%) + 'xbox': 108 (0.0%) + 'question': 105 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 9,989,122/9,989,122 (100.0%) +Types: NoneType:7,229,753, str:2,759,369 +Null/Empty: null:7,229,753, empty_str:210,356 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 147 (0.0%) + 'PS4': 111 (0.0%) + 'Question': 79 (0.0%) + 'Trade': 75 (0.0%) + 'Xbox': 61 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:63,426 (0.6%), false:9,925,696 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 9,989,122/9,989,122 (100.0%) +Types: NoneType:8,911,931, dict:1,077,191 +Null/Empty: null:8,911,931 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 9,989,122/9,989,122 (100.0%) +Types: dict:9,989,122 +Null/Empty: empty_obj:8,915,941 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 9,989,122/9,989,122 (100.0%) +Types: int:9,989,122 +Numeric values: 9,989,122 total +Numeric range: min:0, max:74,247, avg:7.7 +Numeric std dev: 92.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:889,248 (8.9%), false:9,099,874 (91.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 9,989,122/9,989,122 (100.0%) +Types: str:9,989,122 +String length avg: 68.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/JACOMO/comments/6kjsx6/de_coco_21sextreme_mal/': 1 (0.0%) + '/r/TinderNSFW/comments/6kjsx7/she_a_hoe/': 1 (0.0%) + '/r/dirtypenpals/comments/6kjsx8/30_m4f_a_second_ch...': 1 (0.0%) + '/r/Undertale/comments/6kjsx9/new_au/': 1 (0.0%) + '/r/Anxiety/comments/6kjsxa/any_success_with_gaba_s...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:0 (0.0%), false:9,989,122 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 9,989,122/9,989,122 (100.0%) +Types: int:9,989,122 +Numeric values: 9,989,122 total +Numeric range: min:1,502,054,492, max:1,502,166,857, avg:1502110544.2 +Numeric std dev: 32480.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 9,989,122/9,989,122 (100.0%) +Types: int:9,989,122 +Numeric values: 9,989,122 total +Numeric range: min:0, max:189,320, avg:49.6 +Numeric std dev: 843.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 9,989,122/9,989,122 (100.0%) +Types: NoneType:8,924,922, dict:1,064,200 +Null/Empty: null:8,924,922 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 9,989,122/9,989,122 (100.0%) +Types: dict:9,989,122 +Null/Empty: empty_obj:8,924,922 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 9,989,122/9,989,122 (100.0%) +Types: str:9,989,122 +Null/Empty: empty_str:5,353,434 +String length avg: 371.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 598 (0.0%) + '[removed]': 298 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'title': 2 (0.0%) + ' +"The milf and the frat" - she's been playing a lo...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:62,034 (0.6%), false:9,927,088 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:8,161 (0.1%), false:9,980,961 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 9,989,122/9,989,122 (100.0%) +Types: str:9,979,978, NoneType:9,144 +Null/Empty: null:9,144 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 51 (0.0%) + 't5_3g4tc': 33 (0.0%) + 't5_3m0tc': 26 (0.0%) + 't5_2y6r4': 22 (0.0%) + 't5_38unr': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 9,989,122/9,989,122 (100.0%) +Types: NoneType:8,996,934, str:992,188 +Null/Empty: null:8,996,934 +String length avg: 6.8 +Unique strings tracked: 7 +String values distribution: + 'confidence': 538,775 (54.3%) + 'new': 274,744 (27.7%) + 'top': 103,680 (10.4%) + 'qa': 43,105 (4.3%) + 'old': 26,999 (2.7%) + 'controversial': 4,756 (0.5%) + 'random': 129 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 9,989,122/9,989,122 (100.0%) +Types: str:9,989,105, NoneType:17 +Null/Empty: null:17 +String length avg: 27.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,194 (0.0%) + 'self': 985 (0.0%) + 'nsfw': 155 (0.0%) + 'image': 38 (0.0%) + 'spoiler': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 9,989,122/9,989,122 (100.0%) +Types: str:9,989,122 +String length avg: 56.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Is the ubiquity of technology putting corporate se...': 4 (0.0%) + 'me irl': 4 (0.0%) + '[FREE] Lil Peep Type Beat - Gratefully Suicidal - ...': 3 (0.0%) + '[Stein] The Knicks have abandoned their hopes of m...': 2 (0.0%) + 'Listado de diputados que votaron en contra de la l...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 9,989,122/9,989,122 (100.0%) +Types: str:9,989,122 +String length avg: 73.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.scmagazineuk.com/is-the-ubiquity-of-te...': 4 (0.0%) + 'https://www.youtube.com/watch?v=YzgMp3eKqu4': 4 (0.0%) + 'http://imgur.com/hweSHsI': 3 (0.0%) + 'https://i.redd.it/f14lpo56gv6z.jpg': 2 (0.0%) + 'https://i.redd.it/ijawliqegv6z.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 9,989,122/9,989,122 (100.0%) +Types: NoneType:9,989,122 +Null/Empty: null:9,989,122 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 9,989,105/9,989,122 (100.0%) +Types: int:5,372,264, NoneType:4,616,841 +Null/Empty: null:4,616,841 +Numeric values: 5,372,264 total +Numeric range: min:1, max:140, avg:106.7 +Numeric std dev: 27.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 9,989,105/9,989,122 (100.0%) +Types: int:5,372,264, NoneType:4,616,841 +Null/Empty: null:4,616,841 +Numeric values: 5,372,264 total +Numeric range: min:1, max:140, avg:139.1 +Numeric std dev: 8.2 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 9,979,978/9,989,122 (99.9%) +Types: str:9,979,978 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 51 (0.0%) + 'RocketLeagueExchange': 33 (0.0%) + 'PewdiepieSubmissions': 26 (0.0%) + 'GlobalOffensiveTrade': 22 (0.0%) + 'The_Donald': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 4,013,082/9,989,122 (40.2%) +Types: str:4,013,082 +String length avg: 5.1 +Unique strings tracked: 6 +String values distribution: + 'link': 1,878,135 (46.8%) + 'image': 1,149,850 (28.7%) + 'rich:video': 522,038 (13.0%) + 'self': 452,300 (11.3%) + 'video': 8,484 (0.2%) + 'hosted:video': 2,275 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 4,013,082/9,989,122 (40.2%) +Types: dict:4,013,082 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 25,031/9,989,122 (0.3%) +Types: bool:25,031 +Booleans: true:25,031 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 9,144/9,989,122 (0.1%) +Types: NoneType:9,144 +Null/Empty: null:9,144 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 9,144/9,989,122 (0.1%) +Types: NoneType:9,144 +Null/Empty: null:9,144 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 9,144/9,989,122 (0.1%) +Types: str:9,067, NoneType:77 +Null/Empty: null:77 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_4hkfp5o': 60 (0.7%) + 't2_4oh8a3a': 30 (0.3%) + 't2_46x2qem': 21 (0.2%) + 't2_17y7krs': 19 (0.2%) + 't2_5pi6q41': 18 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 9,144/9,989,122 (0.1%) +Types: bool:9,144 +Booleans: true:5,245 (57.4%), false:3,899 (42.6%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 9,144/9,989,122 (0.1%) +Types: NoneType:8,824, str:320 +Null/Empty: null:8,824 +String length avg: 14.5 +Unique strings tracked: 63 +Top 5 string values: + 'stitchfix.com': 48 (15.0%) + 'amazon.com': 25 (7.8%) + 'gamestop.com': 25 (7.8%) + 'google.com': 23 (7.2%) + 'apple.com': 22 (6.9%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 9,144/9,989,122 (0.1%) +Types: NoneType:9,082, str:62 +Null/Empty: null:9,082 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 47 (75.8%) + 'iframe': 15 (24.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 9,144/9,989,122 (0.1%) +Types: NoneType:9,082, str:62 +Null/Empty: null:9,082 +String length avg: 44.4 +Unique strings tracked: 34 +Top 5 string values: + 'https://youtu.be/ZBY25LfzDE8': 9 (14.5%) + 'https://i.redd.it/duzmlat3b09z.png': 4 (6.5%) + 'https://www.facebook.com/TIDAL/videos/189459987745...': 4 (6.5%) + 'https://i.redd.it/60f7j9ugtl9z.jpg': 3 (4.8%) + 'https://youtu.be/Dg7Pp6BUxRk': 3 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 9,144/9,989,122 (0.1%) +Types: str:9,144 +String length avg: 71.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.basketballcitizen.com/': 19 (0.2%) + 'https://itunes.apple.com/app/apple-store/id1249971...': 15 (0.2%) + 'https://greatgaminggear.com/collections/special-de...': 7 (0.1%) + 'https://codefor.cash/signup#hiringmanager': 7 (0.1%) + 'https://app.getcargo.today/referred_by/429ce53206e...': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 9,144/9,989,122 (0.1%) +Types: NoneType:9,144 +Null/Empty: null:9,144 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 9,144/9,989,122 (0.1%) +Types: str:9,144 +Null/Empty: empty_str:2,109 +String length avg: 80.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://b.thumbs.redditmedia.com/C6MQHyW29vn0PoA1b...': 9 (0.1%) + 'https://b.thumbs.redditmedia.com/o1-v5dTK13MXNaquk...': 5 (0.1%) + 'https://b.thumbs.redditmedia.com/1RX9QiyA6zJDkhihE...': 5 (0.1%) + 'https://b.thumbs.redditmedia.com/hqN4zKEz5Tnl4x9uc...': 5 (0.1%) + 'https://b.thumbs.redditmedia.com/qXCPfO2OHIgUtmjko...': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 9,144/9,989,122 (0.1%) +Types: NoneType:9,140, str:4 +Null/Empty: null:9,140 +String length avg: 9.0 +Unique strings tracked: 4 +String values distribution: + 't3_6nveob': 1 (25.0%) + 't3_6ob3jn': 1 (25.0%) + 't3_6ppg26': 1 (25.0%) + 't3_6p12wv': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 9,144/9,989,122 (0.1%) +Types: bool:9,144 +Booleans: true:9,144 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 9,144/9,989,122 (0.1%) +Types: NoneType:9,144 +Null/Empty: null:9,144 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 9,144/9,989,122 (0.1%) +Types: NoneType:9,140, str:4 +Null/Empty: null:9,140 +String length avg: 14.0 +Unique strings tracked: 4 +String values distribution: + 'TBS_Official': 1 (25.0%) + 'TheDarkTowerMovie': 1 (25.0%) + 'TruTV_Official': 1 (25.0%) + 'SYFY_official': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 9,144/9,989,122 (0.1%) +Types: NoneType:9,140, str:4 +Null/Empty: null:9,140 +String length avg: 106.8 +Unique strings tracked: 4 +String values distribution: + 'https://ad.doubleclick.net/ddm/trackclk/N421001.13...': 1 (25.0%) + 'https://ad.doubleclick.net/ddm/clk/322741693;20240...': 1 (25.0%) + 'https://www.reddit.com/r/IAmA/comments/6ppg26/hi_i...': 1 (25.0%) + 'https://www.reddit.com/r/todayilearned/comments/6p...': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 9,144/9,989,122 (0.1%) +Types: list:9,064, NoneType:80 +Null/Empty: null:80, empty_arr:9,061 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 9,144/9,989,122 (0.1%) +Types: NoneType:8,984, str:160 +Null/Empty: null:8,984 +String length avg: 164.6 +Unique strings tracked: 80 +Top 5 string values: + 'https://secure.insightexpressai.com/adServer/adSer...': 30 (18.8%) + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=ad...': 10 (6.2%) + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=ad...': 6 (3.8%) + 'https://ad.doubleclick.net/ddm/trackimp/N6054.1318...': 5 (3.1%) + 'https://bs.serving-sys.com/serving/adServer.bs?cn=...': 5 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 9,144/9,989,122 (0.1%) +Types: NoneType:9,135, str:9 +Null/Empty: null:9,135 +String length avg: 138.9 +Unique strings tracked: 7 +String values distribution: + 'https://ad.atdmt.com/i/img;adv=11022204596223;ec=1...': 2 (22.2%) + 'https://ad.atdmt.com/i/img;adv=11022204596223;ec=1...': 2 (22.2%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/aruinsever...': 1 (11.1%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/aruinsever...': 1 (11.1%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/aruinsever...': 1 (11.1%) + 'http://pixel.adsafeprotected.com/jload?anId=926269...': 1 (11.1%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/aruinsever...': 1 (11.1%) + +================================================================================ + +================================================================================ +FILE: RS_2017-08.jsonl +Analysis Time: 2026-01-15 08:33:38 +================================================================================ +Total lines: 10,424,133 +Processed lines: 10,424,133 +Total unique fields: 66 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,424,133 +Booleans: true:1,356 (0.0%), false:10,422,777 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 10,424,133/10,424,133 (100.0%) +Types: str:10,424,133 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 288 (0.0%) + 'omgsushipls': 26 (0.0%) + 'ImagesOfNetwork': 24 (0.0%) + 'AutoModerator': 10 (0.0%) + 'I_READ_BOOKS_BOT': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 10,424,133/10,424,133 (100.0%) +Types: NoneType:9,120,597, str:1,303,536 +Null/Empty: null:9,120,597, empty_str:168,815 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 40 (0.0%) + 'xbox': 29 (0.0%) + 'MURICA': 22 (0.0%) + 'default': 20 (0.0%) + 'psn': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 10,424,133/10,424,133 (100.0%) +Types: NoneType:8,975,110, str:1,449,023 +Null/Empty: null:8,975,110, empty_str:297,170 +String length avg: 18.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'danquest o' de'm all': 34 (0.0%) + 'BOT': 18 (0.0%) + 'USA': 10 (0.0%) + '1776': 10 (0.0%) + 'verified': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,424,133 +Booleans: true:5,542,765 (53.2%), false:4,881,368 (46.8%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,424,133 +Booleans: true:3,500 (0.0%), false:10,420,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 10,424,133/10,424,133 (100.0%) +Types: int:10,424,133 +Numeric values: 10,424,133 total +Numeric range: min:1,501,545,600, max:1,504,223,999, avg:1502883211.6 +Numeric std dev: 777525.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 10,424,133/10,424,133 (100.0%) +Types: NoneType:10,379,595, str:44,538 +Null/Empty: null:10,379,595 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 44,516 (100.0%) + 'admin': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 10,424,133/10,424,133 (100.0%) +Types: str:10,424,133 +String length avg: 13.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 340 (0.0%) + 'youtube.com': 119 (0.0%) + 'i.imgur.com': 106 (0.0%) + 'imgur.com': 103 (0.0%) + 'self.AskReddit': 71 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,008,243, float:415,890 +Booleans: true:0 (0.0%), false:10,008,243 (100.0%) +Numeric values: 415,890 total +Numeric range: min:1,501,545,894.0, max:1,504,746,293.0, avg:1502932307.8 +Numeric std dev: 792450.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 10,424,133/10,424,133 (100.0%) +Types: int:10,424,133 +Numeric values: 10,424,133 total +Numeric range: min:0, max:20, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 10,419,784 (100.0%) + 1: 4,013 (0.0%) + 2: 234 (0.0%) + 3: 63 (0.0%) + 4: 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,424,133 +Booleans: true:0 (0.0%), false:10,424,133 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,424,133 +Booleans: true:1,163 (0.0%), false:10,422,970 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 10,424,133/10,424,133 (100.0%) +Types: str:10,424,133 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6qsieu': 1 (0.0%) + '6qsiev': 1 (0.0%) + '6qsiew': 1 (0.0%) + '6qsiex': 1 (0.0%) + '6qsiey': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,424,133 +Booleans: true:0 (0.0%), false:10,424,133 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,424,133 +Booleans: true:4,542,727 (43.6%), false:5,881,406 (56.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,424,133 +Booleans: true:19,098 (0.2%), false:10,405,035 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 10,424,133/10,424,133 (100.0%) +Types: NoneType:7,618,825, str:2,805,308 +Null/Empty: null:7,618,825, empty_str:357,326 +String length avg: 6.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 172 (0.0%) + 'xbox': 145 (0.0%) + 'psn': 145 (0.0%) + 'trade': 142 (0.0%) + 'question': 105 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 10,424,133/10,424,133 (100.0%) +Types: NoneType:7,572,441, str:2,851,692 +Null/Empty: null:7,572,441, empty_str:208,350 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 127 (0.0%) + 'PS4': 94 (0.0%) + 'Trade': 87 (0.0%) + 'Xbox': 77 (0.0%) + 'Question': 71 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,424,133 +Booleans: true:68,356 (0.7%), false:10,355,777 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 10,424,133/10,424,133 (100.0%) +Types: NoneType:9,235,928, dict:1,188,205 +Null/Empty: null:9,235,928 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 10,424,133/10,424,133 (100.0%) +Types: dict:10,424,133 +Null/Empty: empty_obj:9,254,792 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 10,424,133/10,424,133 (100.0%) +Types: int:10,424,133 +Numeric values: 10,424,133 total +Numeric range: min:0, max:46,989, avg:7.7 +Numeric std dev: 86.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 10,424,133/10,424,133 (100.0%) +Types: int:10,424,133 +Numeric values: 10,424,133 total +Numeric range: min:0, max:10, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 9 +Numeric values distribution: + 0: 10,423,391 (100.0%) + 1: 669 (0.0%) + 2: 51 (0.0%) + 3: 13 (0.0%) + 4: 3 (0.0%) + 5: 2 (0.0%) + 6: 2 (0.0%) + 8: 1 (0.0%) + 10: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,424,133 +Booleans: true:947,843 (9.1%), false:9,476,290 (90.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 10,424,133/10,424,133 (100.0%) +Types: str:6,664,531, NoneType:3,759,602 +Null/Empty: null:3,759,602 +String length avg: 8.1 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,542,765 (83.2%) + 'promo_adult_nsfw': 525,989 (7.9%) + 'promo_specified': 211,163 (3.2%) + 'no_ads': 155,869 (2.3%) + 'promo_adult': 126,679 (1.9%) + 'house_only': 83,268 (1.2%) + 'promo_all': 18,798 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 10,424,133/10,424,133 (100.0%) +Types: str:10,424,133 +String length avg: 68.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Guildwars2/comments/6qsieu/mistlock_sanctuary_h...': 1 (0.0%) + '/r/travel/comments/6qsiev/stopped_in_niagara_falls...': 1 (0.0%) + '/r/Fitness/comments/6qsiew/my_preworkout_hurts_my_...': 1 (0.0%) + '/r/dankmemes/comments/6qsiex/i_didnt_know_people_a...': 1 (0.0%) + '/r/btc/comments/6qsiey/request_bitcoin_cash_faucet...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 10,424,133/10,424,133 (100.0%) +Types: int:10,424,133 +Numeric values: 10,424,133 total +Numeric range: min:1,504,628,547, max:1,504,747,122, avg:1504687991.3 +Numeric std dev: 34101.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 10,424,133/10,424,133 (100.0%) +Types: int:10,424,133 +Numeric values: 10,424,133 total +Numeric range: min:0, max:218,973, avg:50.9 +Numeric std dev: 873.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 10,424,133/10,424,133 (100.0%) +Types: NoneType:9,263,804, dict:1,160,329 +Null/Empty: null:9,263,804 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 10,424,133/10,424,133 (100.0%) +Types: dict:10,424,133 +Null/Empty: empty_obj:9,263,804 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 10,424,133/10,424,133 (100.0%) +Types: str:10,424,133 +Null/Empty: empty_str:5,540,741 +String length avg: 358.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 594 (0.0%) + '[removed]': 329 (0.0%) + 'https://np.reddit.com/r/CCJ2/comments/6qn3ma/this_...': 5 (0.0%) + 'Hello Everyone! + +First off **ADMIN LOGGING ENABLED...': 4 (0.0%) + 'This was automatically posted.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,424,133 +Booleans: true:85,123 (0.8%), false:10,339,010 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,424,133 +Booleans: true:8,911 (0.1%), false:10,415,222 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 10,424,133/10,424,133 (100.0%) +Types: str:10,410,480, NoneType:13,653 +Null/Empty: null:13,653 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 48 (0.0%) + 't5_3g4tc': 39 (0.0%) + 't5_2y6r4': 31 (0.0%) + 't5_32hh6': 28 (0.0%) + 't5_38unr': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 10,424,133/10,424,133 (100.0%) +Types: NoneType:9,394,998, str:1,029,135 +Null/Empty: null:9,394,998 +String length avg: 6.9 +Unique strings tracked: 7 +String values distribution: + 'confidence': 579,089 (56.3%) + 'new': 253,166 (24.6%) + 'top': 125,852 (12.2%) + 'qa': 44,659 (4.3%) + 'old': 22,492 (2.2%) + 'controversial': 3,760 (0.4%) + 'random': 117 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 10,424,133/10,424,133 (100.0%) +Types: str:10,424,095, NoneType:38 +Null/Empty: null:38 +String length avg: 27.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,369 (0.0%) + 'self': 1,117 (0.0%) + 'nsfw': 197 (0.0%) + 'image': 90 (0.0%) + 'spoiler': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 10,424,133/10,424,133 (100.0%) +Types: str:10,424,133 +String length avg: 56.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'me irl': 7 (0.0%) + 'Trump dictated son’s misleading statement on meeti...': 4 (0.0%) + 'Trump dictated son's misleading statement on meeti...': 4 (0.0%) + 'Amazon's Net Neutrality Hypocrisy': 3 (0.0%) + 'hmmm': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 10,424,133/10,424,133 (100.0%) +Types: str:10,424,133 +String length avg: 73.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.microsoft.com/en-us/store/p/Slime-Ranc...': 3 (0.0%) + 'http://i.imgur.com/M6XV9gd.jpg': 3 (0.0%) + 'http://www.sportsandpolitics.org/amazons-net-neutr...': 3 (0.0%) + 'https://www.reddit.com/r/btc/comments/6qsiey/reque...': 2 (0.0%) + 'https://gfycat.com/EarlyLightheartedHamadryad': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 10,424,133/10,424,133 (100.0%) +Types: str:6,665,136, NoneType:3,758,997 +Null/Empty: null:3,758,997 +String length avg: 8.2 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,468,617 (82.0%) + 'promo_adult_nsfw': 605,968 (9.1%) + 'promo_specified': 211,065 (3.2%) + 'no_ads': 158,226 (2.4%) + 'promo_adult': 119,475 (1.8%) + 'house_only': 83,151 (1.2%) + 'promo_all': 18,634 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 10,424,095/10,424,133 (100.0%) +Types: int:5,592,862, NoneType:4,831,233 +Null/Empty: null:4,831,233 +Numeric values: 5,592,862 total +Numeric range: min:1, max:256, avg:106.5 +Numeric std dev: 27.2 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 10,424,095/10,424,133 (100.0%) +Types: int:5,592,862, NoneType:4,831,233 +Null/Empty: null:4,831,233 +Numeric values: 5,592,862 total +Numeric range: min:1, max:256, avg:139.1 +Numeric std dev: 8.0 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 10,410,480/10,424,133 (99.9%) +Types: str:10,410,480 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 48 (0.0%) + 'RocketLeagueExchange': 39 (0.0%) + 'GlobalOffensiveTrade': 31 (0.0%) + 'fullmoviesonanything': 28 (0.0%) + 'The_Donald': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 4,151,284/10,424,133 (39.8%) +Types: str:4,151,284 +String length avg: 5.1 +Unique strings tracked: 6 +String values distribution: + 'link': 1,926,632 (46.4%) + 'image': 1,170,237 (28.2%) + 'rich:video': 565,071 (13.6%) + 'self': 471,631 (11.4%) + 'hosted:video': 10,064 (0.2%) + 'video': 7,649 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 4,151,284/10,424,133 (39.8%) +Types: dict:4,151,284 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 22,027/10,424,133 (0.2%) +Types: bool:22,027 +Booleans: true:22,027 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 13,653/10,424,133 (0.1%) +Types: NoneType:13,653 +Null/Empty: null:13,653 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 13,653/10,424,133 (0.1%) +Types: NoneType:13,653 +Null/Empty: null:13,653 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 13,653/10,424,133 (0.1%) +Types: str:13,552, NoneType:101 +Null/Empty: null:101 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_k14jq': 50 (0.4%) + 't2_7e9u2o1': 41 (0.3%) + 't2_7nd06ue': 37 (0.3%) + 't2_11w1mf': 33 (0.2%) + 't2_7x6din4': 30 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 13,653/10,424,133 (0.1%) +Types: bool:13,653 +Booleans: true:8,562 (62.7%), false:5,091 (37.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 13,653/10,424,133 (0.1%) +Types: NoneType:13,418, str:235 +Null/Empty: null:13,418 +String length avg: 16.0 +Unique strings tracked: 49 +Top 5 string values: + 'www.trutv.com': 29 (12.3%) + 'store.google.com': 29 (12.3%) + 'goldmansachs.com': 19 (8.1%) + 'trutv.com': 18 (7.7%) + 'lawbreakers.nexon.net': 9 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 13,653/10,424,133 (0.1%) +Types: NoneType:13,558, str:95 +Null/Empty: null:13,558 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 86 (90.5%) + 'iframe': 9 (9.5%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 13,653/10,424,133 (0.1%) +Types: NoneType:13,558, str:95 +Null/Empty: null:13,558 +String length avg: 51.0 +Unique strings tracked: 39 +Top 5 string values: + 'https://www.youtube.com/watch?v=sJPGPfn_4b4&fe...': 27 (28.4%) + 'https://www.youtube.com/watch?v=Uz2hyLGwHyA&fe...': 5 (5.3%) + 'https://www.youtube.com/watch?v=smmAuiJ-lxY': 5 (5.3%) + 'https://www.youtube.com/watch?v=LLPAeTVIROI&fe...': 4 (4.2%) + 'http://i.imgur.com/hk8bvOi.jpg': 4 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 13,653/10,424,133 (0.1%) +Types: str:13,653 +String length avg: 70.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://duckduckgo.com/install?p=x&t=hl': 50 (0.4%) + 'https://heightenedscentfragrancesllc.com': 30 (0.2%) + 'https://venuslust.com': 11 (0.1%) + 'https://kitandcoffee.com': 10 (0.1%) + 'https://www.gofundme.com/helpMichellesfamily': 9 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 13,653/10,424,133 (0.1%) +Types: NoneType:13,653 +Null/Empty: null:13,653 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 13,653/10,424,133 (0.1%) +Types: str:13,653 +Null/Empty: empty_str:2,787 +String length avg: 80.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://a.thumbs.redditmedia.com/ztCN39QXIn3-t1bGf...': 6 (0.1%) + 'https://b.thumbs.redditmedia.com/FDuf3QyudbO9rN92c...': 6 (0.1%) + 'https://b.thumbs.redditmedia.com/tU-D8a7wO07SNJ78u...': 6 (0.1%) + 'https://b.thumbs.redditmedia.com/byQYJJQ8pGw3G5tHP...': 6 (0.1%) + 'https://b.thumbs.redditmedia.com/2TlRaYeW5qgbiGFUD...': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 13,653/10,424,133 (0.1%) +Types: NoneType:13,646, str:7 +Null/Empty: null:13,646 +String length avg: 9.0 +Unique strings tracked: 7 +String values distribution: + 't3_5ecyzj': 1 (14.3%) + 't3_6sazfx': 1 (14.3%) + 't3_6stu5t': 1 (14.3%) + 't3_6ut41s': 1 (14.3%) + 't3_6p8kmh': 1 (14.3%) + 't3_6w0mw1': 1 (14.3%) + 't3_6d0fnv': 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 13,653/10,424,133 (0.1%) +Types: bool:13,653 +Booleans: true:13,653 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 13,653/10,424,133 (0.1%) +Types: NoneType:13,653 +Null/Empty: null:13,653 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 13,653/10,424,133 (0.1%) +Types: NoneType:13,646, str:7 +Null/Empty: null:13,646 +String length avg: 15.1 +Unique strings tracked: 5 +String values distribution: + 'LawBreakers_Game': 2 (28.6%) + 'The Orville on Fox': 2 (28.6%) + 'ProperGrahamer': 1 (14.3%) + 'MotherMovie': 1 (14.3%) + 'Mother! Movie': 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 13,653/10,424,133 (0.1%) +Types: NoneType:13,647, str:6 +Null/Empty: null:13,647 +String length avg: 104.3 +Unique strings tracked: 4 +String values distribution: + 'http://lawbreakers.nexon.net/buynow?utm_source=Red...': 2 (33.3%) + 'https://beta.fox.com/the-orville/?cmpid=org=fbc::a...': 2 (33.3%) + 'https://www.reddit.com/user/mothermovie': 1 (16.7%) + 'https://www.reddit.com/user/MotherMovie': 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 13,653/10,424,133 (0.1%) +Types: list:13,501, NoneType:152 +Null/Empty: null:152, empty_arr:13,479 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 13,653/10,424,133 (0.1%) +Types: NoneType:13,492, str:161 +Null/Empty: null:13,492 +String length avg: 148.3 +Unique strings tracked: 91 +Top 5 string values: + 'https://ad.doubleclick.net/ddm/trackimp/N6494.1318...': 11 (6.8%) + 'https://secure.insightexpressai.com/adServer/adSer...': 9 (5.6%) + 'https://ad.doubleclick.net/ddm/trackimp/N421001.13...': 5 (3.1%) + 'https://ad.doubleclick.net/ddm/trackimp/N421001.13...': 5 (3.1%) + 'https://ad.doubleclick.net/ddm/trackimp/N421001.13...': 4 (2.5%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 13,653/10,424,133 (0.1%) +Types: NoneType:13,586, str:67 +Null/Empty: null:13,586 +String length avg: 167.7 +Unique strings tracked: 24 +Top 5 string values: + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/chrisgetha...': 7 (10.4%) + 'https://secure.insightexpressai.com/adServer/adSer...': 6 (9.0%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/chrisgetha...': 5 (7.5%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/chrisgetha...': 4 (6.0%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/chrisgetha...': 4 (6.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 847/10,424,133 (0.0%) +Types: str:847 +String length avg: 9.0 +Unique strings tracked: 716 +Top 5 string values: + 't3_dnqpb': 22 (2.6%) + 't3_6vths0': 9 (1.1%) + 't3_6shisw': 8 (0.9%) + 't3_6v63a8': 6 (0.7%) + 't3_6vx01b': 6 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 847/10,424,133 (0.0%) +Types: list:847 +Null/Empty: empty_arr:1 + +================================================================================ + +================================================================================ +FILE: RS_2017-09.jsonl +Analysis Time: 2026-01-15 08:43:59 +================================================================================ +Total lines: 9,787,604 +Processed lines: 9,787,604 +Total unique fields: 68 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:1,257 (0.0%), false:9,786,347 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 9,787,604/9,787,604 (100.0%) +Types: str:9,787,604 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 267 (0.0%) + 'ImagesOfNetwork': 28 (0.0%) + 'AutoModerator': 8 (0.0%) + 'TUKUinc': 7 (0.0%) + 'marcosespinosa': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 9,787,604/9,787,604 (100.0%) +Types: NoneType:8,537,081, str:1,250,523 +Null/Empty: null:8,537,081, empty_str:159,920 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 38 (0.0%) + 'psn': 33 (0.0%) + 'Armored': 32 (0.0%) + 'xbox': 27 (0.0%) + 'blue': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 9,787,604/9,787,604 (100.0%) +Types: NoneType:8,402,341, str:1,385,263 +Null/Empty: null:8,402,341, empty_str:284,768 +String length avg: 18.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Mecha Meme Librarian': 47 (0.0%) + 'Text': 40 (0.0%) + 'Bot': 20 (0.0%) + 'BOT': 16 (0.0%) + 'Supreme Bot Overlord': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:5,225,861 (53.4%), false:4,561,743 (46.6%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:3,488 (0.0%), false:9,784,116 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 9,787,604/9,787,604 (100.0%) +Types: int:9,787,604 +Numeric values: 9,787,604 total +Numeric range: min:1,504,224,000, max:1,506,815,999, avg:1505527411.4 +Numeric std dev: 744798.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 9,787,604/9,787,604 (100.0%) +Types: NoneType:9,743,409, str:44,195 +Null/Empty: null:9,743,409 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 44,168 (99.9%) + 'admin': 27 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 9,787,604/9,787,604 (100.0%) +Types: str:9,787,604 +String length avg: 13.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 322 (0.0%) + 'youtube.com': 123 (0.0%) + 'imgur.com': 105 (0.0%) + 'i.imgur.com': 95 (0.0%) + 'self.AskReddit': 71 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,406,402, float:381,202 +Booleans: true:0 (0.0%), false:9,406,402 (100.0%) +Numeric values: 381,202 total +Numeric range: min:1,504,224,282.0, max:1,507,615,964.0, avg:1505577564.7 +Numeric std dev: 766575.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 9,787,604/9,787,604 (100.0%) +Types: int:9,787,604 +Numeric values: 9,787,604 total +Numeric range: min:0, max:18, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 15 +Top 5 numeric values: + 0: 9,783,629 (100.0%) + 1: 3,657 (0.0%) + 2: 207 (0.0%) + 3: 60 (0.0%) + 4: 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:0 (0.0%), false:9,787,604 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:1,659 (0.0%), false:9,785,945 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 9,787,604/9,787,604 (100.0%) +Types: str:9,787,604 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6xauxl': 1 (0.0%) + '6xauxm': 1 (0.0%) + '6xauxn': 1 (0.0%) + '6xauxo': 1 (0.0%) + '6xauxp': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:0 (0.0%), false:9,787,604 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:1,239,682 (12.7%), false:8,547,922 (87.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:4,286,280 (43.8%), false:5,501,324 (56.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:29,297 (0.3%), false:9,758,307 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 9,787,604/9,787,604 (100.0%) +Types: NoneType:7,233,067, str:2,554,537 +Null/Empty: null:7,233,067, empty_str:327,887 +String length avg: 6.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 199 (0.0%) + 'psn': 163 (0.0%) + 'xbox': 153 (0.0%) + 'question': 126 (0.0%) + 'trade': 112 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 9,787,604/9,787,604 (100.0%) +Types: NoneType:7,197,133, str:2,590,471 +Null/Empty: null:7,197,133, empty_str:182,880 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 160 (0.0%) + 'PS4': 106 (0.0%) + 'Xbox': 87 (0.0%) + 'Question': 83 (0.0%) + 'Trade': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:67,511 (0.7%), false:9,720,093 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 9,787,604/9,787,604 (100.0%) +Types: NoneType:8,682,589, dict:1,105,015 +Null/Empty: null:8,682,589 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 9,787,604/9,787,604 (100.0%) +Types: dict:9,787,604 +Null/Empty: empty_obj:8,711,699 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 9,787,604/9,787,604 (100.0%) +Types: int:9,787,604 +Numeric values: 9,787,604 total +Numeric range: min:0, max:72,235, avg:7.7 +Numeric std dev: 89.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 9,787,604/9,787,604 (100.0%) +Types: int:9,787,604 +Numeric values: 9,787,604 total +Numeric range: min:0, max:17, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 9,781,271 (99.9%) + 1: 5,897 (0.1%) + 2: 321 (0.0%) + 3: 58 (0.0%) + 4: 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:882,603 (9.0%), false:8,905,001 (91.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 9,787,604/9,787,604 (100.0%) +Types: str:6,304,254, NoneType:3,483,350 +Null/Empty: null:3,483,350 +String length avg: 8.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,225,861 (82.9%) + 'promo_adult_nsfw': 541,864 (8.6%) + 'promo_specified': 293,173 (4.7%) + 'promo_adult': 124,683 (2.0%) + 'house_only': 70,284 (1.1%) + 'no_ads': 30,369 (0.5%) + 'promo_all': 18,020 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 9,787,604/9,787,604 (100.0%) +Types: str:9,787,604 +String length avg: 68.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/comments/6xauxl/what_if_an_app_could_manage_your_...': 1 (0.0%) + '/r/PUBATTLEGROUNDS/comments/6xauxm/just_swiming_an...': 1 (0.0%) + '/r/CFBOffTopic/comments/6xauxn/thursday_night_thre...': 1 (0.0%) + '/r/RocketLeagueExchange/comments/6xauxo/ps4_h_anim...': 1 (0.0%) + '/r/GlobalOffensiveTrade/comments/6xauxp/h_gut_knif...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:0 (0.0%), false:9,787,604 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 9,787,604/9,787,604 (100.0%) +Types: int:9,787,604 +Numeric values: 9,787,604 total +Numeric range: min:1,507,285,925, max:1,507,618,596, avg:1507465909.3 +Numeric std dev: 134326.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 9,787,604/9,787,604 (100.0%) +Types: int:9,787,604 +Numeric values: 9,787,604 total +Numeric range: min:0, max:214,189, avg:54.2 +Numeric std dev: 905.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 9,787,604/9,787,604 (100.0%) +Types: NoneType:8,719,285, dict:1,068,319 +Null/Empty: null:8,719,285 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 9,787,604/9,787,604 (100.0%) +Types: dict:9,787,604 +Null/Empty: empty_obj:8,719,285 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 9,787,604/9,787,604 (100.0%) +Types: str:9,787,604 +Null/Empty: empty_str:5,166,825 +String length avg: 358.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 539 (0.0%) + '[removed]': 331 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'G8661098': 2 (0.0%) + 'Market research firm VGM is looking for a qualitat...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:57,592 (0.6%), false:9,730,012 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:7,525 (0.1%), false:9,780,079 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 9,787,604/9,787,604 (100.0%) +Types: str:9,774,382, NoneType:13,222 +Null/Empty: null:13,222 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 53 (0.0%) + 't5_3g4tc': 36 (0.0%) + 't5_38unr': 26 (0.0%) + 't5_3aelr': 22 (0.0%) + 't5_2y6r4': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 9,787,604/9,787,604 (100.0%) +Types: NoneType:8,793,005, str:994,599 +Null/Empty: null:8,793,005 +String length avg: 6.9 +Unique strings tracked: 8 +String values distribution: + 'confidence': 551,472 (55.4%) + 'new': 244,508 (24.6%) + 'top': 127,611 (12.8%) + 'qa': 45,357 (4.6%) + 'old': 22,680 (2.3%) + 'controversial': 2,798 (0.3%) + 'random': 172 (0.0%) + 'live': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 9,787,604/9,787,604 (100.0%) +Types: str:9,787,593, NoneType:11 +Null/Empty: null:11 +String length avg: 27.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,271 (0.0%) + 'self': 1,052 (0.0%) + 'nsfw': 159 (0.0%) + 'image': 49 (0.0%) + 'spoiler': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 9,787,604/9,787,604 (100.0%) +Types: str:9,787,604 +String length avg: 55.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Opening Night at GSU Stadium!': 3 (0.0%) + 'I hope I can post another custom design. This time...': 3 (0.0%) + 'Love': 3 (0.0%) + 'Sixteen': 2 (0.0%) + 'Angkor Wat. Angkor, Cambodia': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 9,787,604/9,787,604 (100.0%) +Types: str:9,787,604 +String length avg: 74.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://imgur.com/EcetpE6': 3 (0.0%) + 'https://www.youtube.com/watch?v=8Ct90yShzoc': 3 (0.0%) + 'https://i.redd.it/7rweqk9qv5jz.jpg': 3 (0.0%) + 'https://i.redd.it/23xs8y54x5jz.jpg': 3 (0.0%) + 'https://gleam.io/eIPLx-usYp1s?l=http%3A%2F%2Fybltv...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 9,787,604/9,787,604 (100.0%) +Types: str:6,305,093, NoneType:3,482,511 +Null/Empty: null:3,482,511 +String length avg: 8.4 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,159,611 (81.8%) + 'promo_adult_nsfw': 612,945 (9.7%) + 'promo_specified': 292,950 (4.6%) + 'promo_adult': 117,441 (1.9%) + 'house_only': 70,088 (1.1%) + 'no_ads': 34,176 (0.5%) + 'promo_all': 17,882 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 9,787,593/9,787,604 (100.0%) +Types: int:5,239,907, NoneType:4,547,686 +Null/Empty: null:4,547,686 +Numeric values: 5,239,907 total +Numeric range: min:1, max:140, avg:106.7 +Numeric std dev: 27.2 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 9,787,593/9,787,604 (100.0%) +Types: int:5,239,907, NoneType:4,547,686 +Null/Empty: null:4,547,686 +Numeric values: 5,239,907 total +Numeric range: min:1, max:140, avg:139.2 +Numeric std dev: 7.6 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 9,774,382/9,787,604 (99.9%) +Types: str:9,774,382 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 53 (0.0%) + 'RocketLeagueExchange': 36 (0.0%) + 'The_Donald': 26 (0.0%) + 'Ice_Poseidon': 22 (0.0%) + 'GlobalOffensiveTrade': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3,920,114/9,787,604 (40.1%) +Types: str:3,920,114 +String length avg: 5.1 +Unique strings tracked: 6 +String values distribution: + 'link': 1,804,896 (46.0%) + 'image': 1,110,591 (28.3%) + 'rich:video': 537,358 (13.7%) + 'self': 448,268 (11.4%) + 'hosted:video': 17,007 (0.4%) + 'video': 1,994 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3,920,114/9,787,604 (40.1%) +Types: dict:3,920,114 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 23,609/9,787,604 (0.2%) +Types: bool:23,609 +Booleans: true:23,609 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 13,222/9,787,604 (0.1%) +Types: NoneType:13,222 +Null/Empty: null:13,222 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 13,222/9,787,604 (0.1%) +Types: NoneType:13,222 +Null/Empty: null:13,222 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 13,222/9,787,604 (0.1%) +Types: str:13,135, NoneType:87 +Null/Empty: null:87 +String length avg: 9.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_4hkfp5o': 53 (0.4%) + 't2_9byn76k': 40 (0.3%) + 't2_c2p0b0h': 31 (0.2%) + 't2_cfs6kvo': 31 (0.2%) + 't2_8ak9gj6': 29 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 13,222/9,787,604 (0.1%) +Types: bool:13,222 +Booleans: true:8,406 (63.6%), false:4,816 (36.4%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 13,222/9,787,604 (0.1%) +Types: NoneType:12,940, str:282 +Null/Empty: null:12,940 +String length avg: 19.9 +Unique strings tracked: 64 +Top 5 string values: + 'http://store.steampowered.com/': 46 (16.3%) + 'www.syfy.com': 37 (13.1%) + 'http://www.americanmademovie.net/': 25 (8.9%) + 'www.reddit.com': 12 (4.3%) + 'www.soylent.com': 12 (4.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 13,222/9,787,604 (0.1%) +Types: NoneType:13,144, str:78 +Null/Empty: null:13,144 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 70 (89.7%) + 'iframe': 8 (10.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 13,222/9,787,604 (0.1%) +Types: NoneType:13,144, str:78 +Null/Empty: null:13,144 +String length avg: 41.2 +Unique strings tracked: 35 +Top 5 string values: + 'https://www.youtube.com/watch?v=AEBIJRAkujM': 14 (17.9%) + 'https://youtu.be/Hu421TrwM98': 12 (15.4%) + 'https://www.youtube.com/watch?v=u0PPoa8w0DI': 6 (7.7%) + 'https://www.youtube.com/watch?v=IRngHJiEcOI': 6 (7.7%) + 'https://www.youtube.com/embed/DITkoJkOA1A': 3 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 13,222/9,787,604 (0.1%) +Types: str:13,222 +String length avg: 70.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://itunes.apple.com/app/apple-store/id1275911...': 44 (0.3%) + 'http://gamerneighbor.com': 17 (0.1%) + 'https://soshiwall.com': 14 (0.1%) + 'https://orders.strippie.com/#/order/reddit': 13 (0.1%) + 'https://www.reddit.com/user/thechrisgethardshow/co...': 11 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 13,222/9,787,604 (0.1%) +Types: NoneType:13,222 +Null/Empty: null:13,222 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 13,222/9,787,604 (0.1%) +Types: str:13,222 +Null/Empty: empty_str:2,579 +String length avg: 80.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://a.thumbs.redditmedia.com/OfMxjCxhSZ5-xX2QW...': 8 (0.1%) + 'https://b.thumbs.redditmedia.com/-5oSRfALYDEx8LYl1...': 6 (0.1%) + 'https://b.thumbs.redditmedia.com/u7NKvhOKjlIa_-IjE...': 6 (0.1%) + 'https://b.thumbs.redditmedia.com/IHPDdFKUQkrIFiOIa...': 5 (0.0%) + 'https://b.thumbs.redditmedia.com/wgRIYaUFj11yyW4AH...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 13,222/9,787,604 (0.1%) +Types: NoneType:13,196, str:26 +Null/Empty: null:13,196 +String length avg: 9.0 +Unique strings tracked: 24 +Top 5 string values: + 't3_72movb': 2 (7.7%) + 't3_72nelb': 2 (7.7%) + 't3_6yqwzd': 1 (3.8%) + 't3_6yqui2': 1 (3.8%) + 't3_6x22y8': 1 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 13,222/9,787,604 (0.1%) +Types: bool:13,222 +Booleans: true:13,222 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 13,222/9,787,604 (0.1%) +Types: NoneType:13,222 +Null/Empty: null:13,222 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 13,222/9,787,604 (0.1%) +Types: NoneType:13,196, str:26 +Null/Empty: null:13,196 +String length avg: 11.8 +Unique strings tracked: 11 +Top 5 string values: + 'dave': 5 (19.2%) + 'E-League_Official': 4 (15.4%) + 'The_Gifted_on_Fox': 4 (15.4%) + 'AudiSportUSA': 4 (15.4%) + 'MotherMovie': 2 (7.7%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 13,222/9,787,604 (0.1%) +Types: NoneType:13,199, str:23 +Null/Empty: null:13,199 +String length avg: 65.4 +Unique strings tracked: 13 +Top 5 string values: + 'http://www.twitch.tv/eleaguetv?cid=EL2017_Reddit_0...': 4 (17.4%) + 'http://example.com': 4 (17.4%) + 'https://www.reddit.com/user/audisportusa': 3 (13.0%) + 'https://ad.doubleclick.net/ddm/trackclk/N421001.13...': 2 (8.7%) + 'https://ad.doubleclick.net/ddm/clk/405516754;20558...': 2 (8.7%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 13,222/9,787,604 (0.1%) +Types: list:13,009, NoneType:213 +Null/Empty: null:213, empty_arr:12,906 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 13,222/9,787,604 (0.1%) +Types: NoneType:13,144, str:78 +Null/Empty: null:13,144 +String length avg: 141.4 +Unique strings tracked: 39 +Top 5 string values: + 'https://secure.insightexpressai.com/adServer/adSer...': 10 (12.8%) + 'https://ad.doubleclick.net/ddm/ad/N3493.reddit.com...': 6 (7.7%) + 'https://ad.doubleclick.net/ddm/ad/N3493.reddit.com...': 6 (7.7%) + 'https://secure.insightexpressai.com/adServer/adSer...': 3 (3.8%) + 'https://ad.doubleclick.net/ddm/ad/N3493.reddit.com...': 3 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 13,222/9,787,604 (0.1%) +Types: NoneType:13,208, str:14 +Null/Empty: null:13,208 +String length avg: 165.7 +Unique strings tracked: 10 +String values distribution: + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/chrisgetha...': 2 (14.3%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/chrisgetha...': 2 (14.3%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/chrisgetha...': 2 (14.3%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/chrisgetha...': 2 (14.3%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/chrisgetha...': 1 (7.1%) + 'https://ad.doubleclick.net/ddm/trackimp/N421001.13...': 1 (7.1%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/chrisgetha...': 1 (7.1%) + 'https://ad.doubleclick.net/ddm/trackimp/N421001.13...': 1 (7.1%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (7.1%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (7.1%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 7,271/9,787,604 (0.1%) +Types: str:7,271 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_6xb2s9': 7 (0.1%) + 't3_6y7fm6': 7 (0.1%) + 't3_6zeqkw': 7 (0.1%) + 't3_6y40r5': 6 (0.1%) + 't3_6xjviq': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 7,271/9,787,604 (0.1%) +Types: list:7,271 +Null/Empty: empty_arr:17 + +================================================================================ + +================================================================================ +FILE: RS_2017-10.jsonl +Analysis Time: 2026-01-15 08:54:50 +================================================================================ +Total lines: 10,281,718 +Processed lines: 10,281,718 +Total unique fields: 67 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 10,281,718/10,281,718 (100.0%) +Types: str:10,281,718 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 301 (0.0%) + 'ImagesOfNetwork': 14 (0.0%) + 'AutoModerator': 13 (0.0%) + 'RPBot': 6 (0.0%) + 'ChannelBot': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 10,281,718/10,281,718 (100.0%) +Types: NoneType:8,985,998, str:1,295,720 +Null/Empty: null:8,985,998, empty_str:165,258 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 109 (0.0%) + 'hi': 50 (0.0%) + 'default': 36 (0.0%) + 'psn': 33 (0.0%) + 'xbox': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 10,281,718/10,281,718 (100.0%) +Types: NoneType:8,840,199, str:1,441,519 +Null/Empty: null:8,840,199, empty_str:309,599 +String length avg: 18.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 77 (0.0%) + 'Mecha Meme Librarian': 22 (0.0%) + 'Bot': 21 (0.0%) + 'Xbox One': 16 (0.0%) + 'Text': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 10,281,718/10,281,718 (100.0%) +Types: bool:10,281,718 +Booleans: true:5,269,599 (51.3%), false:5,012,119 (48.7%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 10,281,718/10,281,718 (100.0%) +Types: bool:10,281,718 +Booleans: true:4,796 (0.0%), false:10,276,922 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 10,281,718/10,281,718 (100.0%) +Types: int:10,281,718 +Numeric values: 10,281,718 total +Numeric range: min:1,506,816,000, max:1,509,494,399, avg:1508166763.7 +Numeric std dev: 771506.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 10,281,718/10,281,718 (100.0%) +Types: NoneType:10,231,682, str:50,036 +Null/Empty: null:10,231,682 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 50,011 (100.0%) + 'admin': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 10,281,718/10,281,718 (100.0%) +Types: str:10,281,718 +String length avg: 13.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 333 (0.0%) + 'youtube.com': 138 (0.0%) + 'imgur.com': 104 (0.0%) + 'i.imgur.com': 102 (0.0%) + 'self.RocketLeagueExchange': 71 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 10,281,718/10,281,718 (100.0%) +Types: bool:9,887,034, float:394,104, int:580 +Booleans: true:0 (0.0%), false:9,887,034 (100.0%) +Numeric values: 394,684 total +Numeric range: min:1,506,816,235.0, max:1,510,499,654.0, avg:1508227747.4 +Numeric std dev: 794590.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 10,281,718/10,281,718 (100.0%) +Types: int:10,281,718 +Numeric values: 10,281,718 total +Numeric range: min:0, max:78, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 18 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 10,281,718/10,281,718 (100.0%) +Types: bool:10,281,718 +Booleans: true:0 (0.0%), false:10,281,718 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 10,281,718/10,281,718 (100.0%) +Types: str:10,281,718 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '73ig7j': 1 (0.0%) + '73ig7k': 1 (0.0%) + '73ig7l': 1 (0.0%) + '73ig7m': 1 (0.0%) + '73ig7n': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 10,281,718/10,281,718 (100.0%) +Types: bool:10,281,718 +Booleans: true:6,396 (0.1%), false:10,275,322 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 10,281,718/10,281,718 (100.0%) +Types: bool:10,281,718 +Booleans: true:4,449,943 (43.3%), false:5,831,775 (56.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 10,281,718/10,281,718 (100.0%) +Types: bool:10,281,718 +Booleans: true:34,605 (0.3%), false:10,247,113 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 10,281,718/10,281,718 (100.0%) +Types: NoneType:7,612,744, str:2,668,974 +Null/Empty: null:7,612,744, empty_str:365,499 +String length avg: 6.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ps4': 247 (0.0%) + 'psn': 211 (0.0%) + 'xbox': 172 (0.0%) + 'discussion': 147 (0.0%) + 'trade': 135 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 10,281,718/10,281,718 (100.0%) +Types: NoneType:7,568,338, str:2,713,380 +Null/Empty: null:7,568,338, empty_str:202,015 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 267 (0.0%) + 'Discussion': 131 (0.0%) + 'Xbox': 95 (0.0%) + 'Trade': 91 (0.0%) + 'Question': 90 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 10,281,718/10,281,718 (100.0%) +Types: bool:10,281,718 +Booleans: true:74,198 (0.7%), false:10,207,520 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 10,281,718/10,281,718 (100.0%) +Types: NoneType:9,112,522, dict:1,169,196 +Null/Empty: null:9,112,522 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 10,281,718/10,281,718 (100.0%) +Types: dict:10,281,718 +Null/Empty: empty_obj:9,146,676 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 10,281,718/10,281,718 (100.0%) +Types: int:10,281,718 +Numeric values: 10,281,718 total +Numeric range: min:0, max:81,401, avg:7.9 +Numeric std dev: 92.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 10,281,718/10,281,718 (100.0%) +Types: int:10,281,718 +Numeric values: 10,281,718 total +Numeric range: min:0, max:11, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 11 +Top 5 numeric values: + 0: 10,272,829 (99.9%) + 1: 8,390 (0.1%) + 2: 400 (0.0%) + 3: 60 (0.0%) + 4: 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 10,281,718/10,281,718 (100.0%) +Types: bool:10,281,718 +Booleans: true:941,464 (9.2%), false:9,340,254 (90.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 10,281,718/10,281,718 (100.0%) +Types: str:6,574,507, NoneType:3,707,211 +Null/Empty: null:3,707,211 +String length avg: 8.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,269,599 (80.2%) + 'promo_adult_nsfw': 576,641 (8.8%) + 'promo_specified': 474,967 (7.2%) + 'promo_adult': 125,190 (1.9%) + 'house_only': 76,857 (1.2%) + 'no_ads': 33,081 (0.5%) + 'promo_all': 18,172 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 10,281,718/10,281,718 (100.0%) +Types: str:10,281,718 +String length avg: 68.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/RightwingLGBT/comments/73ig7j/im_going_to_be_ap...': 1 (0.0%) + '/r/edc_raffle/comments/73ig7k/omega_seamaster_aqua...': 1 (0.0%) + '/r/RocketLeague/comments/73ig7l/matchmaking_doesnt...': 1 (0.0%) + '/r/PeopleFuckingDying/comments/73ig7m/owner_slaugh...': 1 (0.0%) + '/r/worldpowers/comments/73ig7n/secret_in_the_dead_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 10,281,718/10,281,718 (100.0%) +Types: bool:10,281,718 +Booleans: true:0 (0.0%), false:10,281,718 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 10,281,718/10,281,718 (100.0%) +Types: int:10,281,718 +Numeric values: 10,281,718 total +Numeric range: min:1,506,909,477, max:1,510,502,523, avg:1510440626.1 +Numeric std dev: 78052.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 10,281,718/10,281,718 (100.0%) +Types: int:10,281,706, NoneType:12 +Null/Empty: null:12 +Numeric values: 10,281,706 total +Numeric range: min:0, max:230,804, avg:57.1 +Numeric std dev: 943.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 10,281,718/10,281,718 (100.0%) +Types: NoneType:9,155,156, dict:1,126,562 +Null/Empty: null:9,155,156 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 10,281,718/10,281,718 (100.0%) +Types: dict:10,281,718 +Null/Empty: empty_obj:9,155,156 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 10,281,718/10,281,718 (100.0%) +Types: str:10,281,718 +Null/Empty: empty_str:5,479,276 +String length avg: 354.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 609 (0.0%) + '[removed]': 318 (0.0%) + 'test2': 5 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'Send me ( bojacx13 ) a message on PSN if intereste...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 10,281,718/10,281,718 (100.0%) +Types: bool:10,281,718 +Booleans: true:58,137 (0.6%), false:10,223,581 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 10,281,718/10,281,718 (100.0%) +Types: bool:10,281,718 +Booleans: true:7,091 (0.1%), false:10,274,627 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 10,281,718/10,281,718 (100.0%) +Types: str:10,266,493, NoneType:15,225 +Null/Empty: null:15,225 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 47 (0.0%) + 't5_3g4tc': 45 (0.0%) + 't5_2y6r4': 39 (0.0%) + 't5_2zc5x': 32 (0.0%) + 't5_3aelr': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 10,281,718/10,281,718 (100.0%) +Types: NoneType:9,231,211, str:1,050,507 +Null/Empty: null:9,231,211 +String length avg: 7.0 +Unique strings tracked: 7 +String values distribution: + 'confidence': 598,523 (57.0%) + 'new': 266,646 (25.4%) + 'top': 132,500 (12.6%) + 'qa': 30,816 (2.9%) + 'old': 19,801 (1.9%) + 'controversial': 2,092 (0.2%) + 'random': 129 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 10,281,718/10,281,718 (100.0%) +Types: str:10,281,665, NoneType:53 +Null/Empty: null:53 +String length avg: 27.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,458 (0.0%) + 'self': 1,234 (0.0%) + 'nsfw': 146 (0.0%) + 'image': 48 (0.0%) + 'spoiler': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 10,281,718/10,281,718 (100.0%) +Types: str:10,281,718 +Null/Empty: empty_str:1 +String length avg: 56.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I think this outfit is my favorite. Do you like it...': 4 (0.0%) + 'Canicule : les allergies aux graminées en vigilanc...': 4 (0.0%) + '[H] Lot's of games [W] Devil May Cry 4 Special Edi...': 3 (0.0%) + 'NHL Daily - 10/1/17 (Sunday)': 2 (0.0%) + 'Chamrousse, Isère': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 10,281,718/10,281,718 (100.0%) +Types: str:10,281,718 +String length avg: 73.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/MO3s67x.png': 4 (0.0%) + 'https://www.youtube.com/watch?v=6mI7plx7wmQ&fe...': 4 (0.0%) + 'http://www.wnyc.org/story/city-offers-pay-rent-hom...': 3 (0.0%) + 'https://www.reddit.com/r/legaladvice/comments/73fh...': 3 (0.0%) + 'https://i.redd.it/q6b8cqdzz3pz.png': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 10,281,718/10,281,718 (100.0%) +Types: str:6,575,755, NoneType:3,705,963 +Null/Empty: null:3,705,963 +String length avg: 8.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,183,642 (78.8%) + 'promo_adult_nsfw': 676,933 (10.3%) + 'promo_specified': 474,246 (7.2%) + 'promo_adult': 108,795 (1.7%) + 'house_only': 76,668 (1.2%) + 'no_ads': 37,549 (0.6%) + 'promo_all': 17,922 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 10,281,665/10,281,718 (100.0%) +Types: int:5,565,469, NoneType:4,716,196 +Null/Empty: null:4,716,196 +Numeric values: 5,565,469 total +Numeric range: min:1, max:140, avg:106.6 +Numeric std dev: 27.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 10,281,665/10,281,718 (100.0%) +Types: int:5,565,469, NoneType:4,716,196 +Null/Empty: null:4,716,196 +Numeric values: 5,565,469 total +Numeric range: min:1, max:140, avg:139.2 +Numeric std dev: 7.6 +Unique numbers tracked: 69 + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 10,281,112/10,281,718 (100.0%) +Types: bool:10,281,112 +Booleans: true:1,339,360 (13.0%), false:8,941,752 (87.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 10,271,860/10,281,718 (99.9%) +Types: bool:10,271,860 +Booleans: true:0 (0.0%), false:10,271,860 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 10,271,860/10,281,718 (99.9%) +Types: bool:10,271,860 +Booleans: true:1,475 (0.0%), false:10,270,385 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 10,266,493/10,281,718 (99.9%) +Types: str:10,266,493 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 47 (0.0%) + 'RocketLeagueExchange': 45 (0.0%) + 'GlobalOffensiveTrade': 39 (0.0%) + 'Fireteams': 32 (0.0%) + 'Ice_Poseidon': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 4,148,782/10,281,718 (40.4%) +Types: str:4,148,782 +String length avg: 5.1 +Unique strings tracked: 6 +String values distribution: + 'link': 1,931,878 (46.6%) + 'image': 1,175,727 (28.3%) + 'rich:video': 569,843 (13.7%) + 'self': 449,016 (10.8%) + 'hosted:video': 20,202 (0.5%) + 'video': 2,116 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 4,148,782/10,281,718 (40.4%) +Types: dict:4,148,782 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 25,217/10,281,718 (0.2%) +Types: bool:25,217 +Booleans: true:25,217 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 15,225/10,281,718 (0.1%) +Types: NoneType:15,225 +Null/Empty: null:15,225 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 15,225/10,281,718 (0.1%) +Types: NoneType:15,225 +Null/Empty: null:15,225 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 15,225/10,281,718 (0.1%) +Types: str:15,052, NoneType:173 +Null/Empty: null:173 +String length avg: 9.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_f87zjfb': 110 (0.7%) + 't2_dfk3fqb': 49 (0.3%) + 't2_16nwb7b': 34 (0.2%) + 't2_64wrece': 33 (0.2%) + 't2_dtyimq0': 28 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 15,225/10,281,718 (0.1%) +Types: bool:15,225 +Booleans: true:9,390 (61.7%), false:5,835 (38.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 15,225/10,281,718 (0.1%) +Types: NoneType:14,943, str:282 +Null/Empty: null:14,943 +String length avg: 17.7 +Unique strings tracked: 67 +Top 5 string values: + 'www.amazon.com/tnf': 28 (9.9%) + 'store.google.com': 27 (9.6%) + 'www.amazon.com': 20 (7.1%) + 'www.giantbomb.com': 16 (5.7%) + 'www.usanetwork.com': 9 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 15,225/10,281,718 (0.1%) +Types: NoneType:15,120, str:105 +Null/Empty: null:15,120 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 101 (96.2%) + 'iframe': 4 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 15,225/10,281,718 (0.1%) +Types: NoneType:15,120, str:105 +Null/Empty: null:15,120 +String length avg: 50.2 +Unique strings tracked: 56 +Top 5 string values: + 'https://youtu.be/7XzPziZ-RAI': 9 (8.6%) + 'https://www.youtube.com/watch?v=ZkqOWl5vUZA': 7 (6.7%) + 'https://www.youtube.com/watch?v=ZmU5hEweuc8&am...': 5 (4.8%) + 'https://www.youtube.com/watch?v=gbmq0Mcwg0o': 4 (3.8%) + 'https://www.youtube.com/watch?v=zpLVsR8cSFo': 4 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 15,225/10,281,718 (0.1%) +Types: str:15,225 +String length avg: 71.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://theotakubox.com/win/': 16 (0.1%) + 'https://theotakubox.com/win/?pk_campaign=Reddit&am...': 14 (0.1%) + 'https://theotakubox.com/win/?pk_campaign=Reddit&am...': 13 (0.1%) + 'https://uskinnedit.com': 11 (0.1%) + 'https://www.reddit.com/r/NetflixViaVPN': 10 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 15,225/10,281,718 (0.1%) +Types: str:15,225 +Null/Empty: empty_str:2,449 +String length avg: 80.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://a.thumbs.redditmedia.com/j_tqgRVrlFEQVFiOf...': 24 (0.2%) + 'https://b.thumbs.redditmedia.com/bWUHHQ4MmUhV8Rdgh...': 16 (0.1%) + 'https://b.thumbs.redditmedia.com/H9hXjOY64e0vv1x2m...': 14 (0.1%) + 'https://b.thumbs.redditmedia.com/mwU5CZnj6q-K6aM0I...': 11 (0.1%) + 'https://a.thumbs.redditmedia.com/9HVM7k04p8Xd_R77g...': 10 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 15,225/10,281,718 (0.1%) +Types: NoneType:15,222, str:3 +Null/Empty: null:15,222 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 't3_6g15il': 1 (33.3%) + 't3_6xvqfa': 1 (33.3%) + 't3_75cgfd': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 15,225/10,281,718 (0.1%) +Types: bool:15,225 +Booleans: true:15,225 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 15,225/10,281,718 (0.1%) +Types: NoneType:15,225 +Null/Empty: null:15,225 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 15,225/10,281,718 (0.1%) +Types: NoneType:15,222, str:3 +Null/Empty: null:15,222 +String length avg: 12.0 +Unique strings tracked: 2 +String values distribution: + 'Russells_Reserve': 2 (66.7%) + 'syfy': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 15,225/10,281,718 (0.1%) +Types: NoneType:15,223, str:2 +Null/Empty: null:15,223 +String length avg: 175.0 +Unique strings tracked: 1 +String values distribution: + 'https://ad.doubleclick.net/ddm/trackclk/N3740.1318...': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 15,225/10,281,718 (0.1%) +Types: list:14,873, NoneType:352 +Null/Empty: null:352, empty_arr:14,702 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 15,225/10,281,718 (0.1%) +Types: NoneType:15,181, str:44 +Null/Empty: null:15,181 +String length avg: 146.3 +Unique strings tracked: 22 +Top 5 string values: + 'https://ad.doubleclick.net/ddm/ad/N624.131843REDDI...': 6 (13.6%) + 'https://ad.doubleclick.net/ddm/jump/N624.131843RED...': 5 (11.4%) + 'https://ad.doubleclick.net/ddm/trackimp/N485401.13...': 5 (11.4%) + 'https://ad.doubleclick.net/ddm/trackimp/N485401.13...': 5 (11.4%) + 'https://ad.doubleclick.net/ddm/trackimp/N485401.13...': 5 (11.4%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 15,225/10,281,718 (0.1%) +Types: NoneType:15,216, str:9 +Null/Empty: null:15,216 +String length avg: 185.4 +Unique strings tracked: 4 +String values distribution: + 'https://secure.insightexpressai.com/adServer/adSer...': 6 (66.7%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (11.1%) + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=nc...': 1 (11.1%) + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=nc...': 1 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 10,041/10,281,718 (0.1%) +Types: str:10,041 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_7443ds': 9 (0.1%) + 't3_7190ft': 8 (0.1%) + 't3_73mw92': 7 (0.1%) + 't3_73zocv': 7 (0.1%) + 't3_73u1uq': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 10,041/10,281,718 (0.1%) +Types: list:10,041 +Null/Empty: empty_arr:11 + +================================================================================ + +================================================================================ +FILE: RS_2017-11.jsonl +Analysis Time: 2026-01-15 09:06:26 +================================================================================ +Total lines: 10,377,379 +Processed lines: 10,377,379 +Total unique fields: 68 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 10,377,379/10,377,379 (100.0%) +Types: str:10,377,379 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 332 (0.0%) + 'ImagesOfNetwork': 13 (0.0%) + 'removalbot': 10 (0.0%) + 'AutoModerator': 8 (0.0%) + 'usatvchansbot': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 10,377,379/10,377,379 (100.0%) +Types: NoneType:9,123,775, str:1,253,604 +Null/Empty: null:9,123,775, empty_str:165,447 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 42 (0.0%) + 'default': 38 (0.0%) + 'PS4': 37 (0.0%) + 'MURICA': 26 (0.0%) + 'blue': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 10,377,379/10,377,379 (100.0%) +Types: NoneType:8,942,494, str:1,434,885 +Null/Empty: null:8,942,494, empty_str:292,381 +String length avg: 19.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 28 (0.0%) + 'Mecha Meme Librarian': 21 (0.0%) + 'Text': 16 (0.0%) + '5 Feet Tall': 14 (0.0%) + 'MAGA': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:10,377,379 +Booleans: true:5,274,603 (50.8%), false:5,102,776 (49.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:10,377,379 +Booleans: true:5,182 (0.0%), false:10,372,197 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 10,377,379/10,377,379 (100.0%) +Types: int:10,377,379 +Numeric values: 10,377,379 total +Numeric range: min:1,509,494,400, max:1,512,086,399, avg:1510802314.7 +Numeric std dev: 749963.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 10,377,379/10,377,379 (100.0%) +Types: NoneType:10,326,644, str:50,735 +Null/Empty: null:10,326,644 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 50,702 (99.9%) + 'admin': 33 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 10,377,379/10,377,379 (100.0%) +Types: str:10,377,379 +String length avg: 13.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 501 (0.0%) + 'i.imgur.com': 137 (0.0%) + 'imgur.com': 129 (0.0%) + 'youtube.com': 121 (0.0%) + 'self.Ice_Poseidon': 92 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:9,982,987, float:394,357, int:35 +Booleans: true:0 (0.0%), false:9,982,987 (100.0%) +Numeric values: 394,392 total +Numeric range: min:1,509,494,711.0, max:1,512,329,191.0, avg:1510843762.1 +Numeric std dev: 753774.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 10,377,379/10,377,379 (100.0%) +Types: int:10,377,379 +Numeric values: 10,377,379 total +Numeric range: min:0, max:31, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 16 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:10,377,379 +Booleans: true:0 (0.0%), false:10,377,379 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 10,377,379/10,377,379 (100.0%) +Types: str:10,377,379 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '79zyro': 1 (0.0%) + '79zyrp': 1 (0.0%) + '79zyrq': 1 (0.0%) + '79zyrr': 1 (0.0%) + '79zyrs': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:10,377,379 +Booleans: true:455 (0.0%), false:10,376,924 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:10,377,379 +Booleans: true:1,332,958 (12.8%), false:9,044,421 (87.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:10,377,379 +Booleans: true:4,511,288 (43.5%), false:5,866,091 (56.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:10,377,379 +Booleans: true:37,375 (0.4%), false:10,340,004 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 10,377,379/10,377,379 (100.0%) +Types: NoneType:7,788,186, str:2,589,193 +Null/Empty: null:7,788,186, empty_str:357,494 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 178 (0.0%) + 'trade': 101 (0.0%) + 'question': 97 (0.0%) + '13': 85 (0.0%) + 'psn': 81 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 10,377,379/10,377,379 (100.0%) +Types: NoneType:7,757,183, str:2,620,196 +Null/Empty: null:7,757,183, empty_str:192,667 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 127 (0.0%) + 'PS4': 87 (0.0%) + 'Trade': 69 (0.0%) + 'Question': 68 (0.0%) + 'Halloween': 54 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:10,377,379 +Booleans: true:81,924 (0.8%), false:10,295,455 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 10,377,379/10,377,379 (100.0%) +Types: NoneType:9,259,388, dict:1,117,991 +Null/Empty: null:9,259,388 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 10,377,379/10,377,379 (100.0%) +Types: dict:10,377,379 +Null/Empty: empty_obj:9,295,954 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 10,377,379/10,377,379 (100.0%) +Types: int:10,377,379 +Numeric values: 10,377,379 total +Numeric range: min:0, max:37,130, avg:7.8 +Numeric std dev: 88.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 10,377,379/10,377,379 (100.0%) +Types: int:10,377,379 +Numeric values: 10,377,379 total +Numeric range: min:0, max:130, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 26 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:10,377,379 +Booleans: true:971,189 (9.4%), false:9,406,190 (90.6%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 10,377,379/10,377,379 (100.0%) +Types: str:6,544,412, NoneType:3,832,967 +Null/Empty: null:3,832,967 +String length avg: 8.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,274,603 (80.6%) + 'promo_adult_nsfw': 581,127 (8.9%) + 'promo_specified': 447,112 (6.8%) + 'promo_adult': 124,880 (1.9%) + 'house_only': 62,847 (1.0%) + 'no_ads': 34,181 (0.5%) + 'promo_all': 19,662 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 10,377,379/10,377,379 (100.0%) +Types: str:10,377,379 +String length avg: 68.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/vlog/comments/79zyro/crazy_mexico_tripsad/': 1 (0.0%) + '/r/pokemon/comments/79zyrp/the_purge_has_ended/': 1 (0.0%) + '/r/benzodiazepines/comments/79zyrq/topix_etc_where...': 1 (0.0%) + '/r/edc_raffle/comments/79zyrr/tudor_heritage_black...': 1 (0.0%) + '/r/r4r/comments/79zyrs/m4f_lonely_and_looking_to_c...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:10,377,379 +Booleans: true:0 (0.0%), false:10,377,379 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 10,377,379/10,377,379 (100.0%) +Types: int:10,377,379 +Numeric values: 10,377,379 total +Numeric range: min:1,509,578,693, max:1,512,329,914, avg:1512263721.4 +Numeric std dev: 43577.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 10,377,379/10,377,379 (100.0%) +Types: int:10,377,370, NoneType:9 +Null/Empty: null:9 +Numeric values: 10,377,370 total +Numeric range: min:0, max:238,273, avg:59.4 +Numeric std dev: 1024.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 10,377,379/10,377,379 (100.0%) +Types: NoneType:9,303,925, dict:1,073,454 +Null/Empty: null:9,303,925 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 10,377,379/10,377,379 (100.0%) +Types: dict:10,377,379 +Null/Empty: empty_obj:9,303,925 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 10,377,379/10,377,379 (100.0%) +Types: str:10,377,379 +Null/Empty: empty_str:5,514,881 +String length avg: 358.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 657 (0.0%) + '[removed]': 355 (0.0%) + 'test2': 5 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'I have completed an elite treasure trail. + +': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:10,377,379 +Booleans: true:56,197 (0.5%), false:10,321,182 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:10,377,379 +Booleans: true:11,063 (0.1%), false:10,366,316 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 10,377,379/10,377,379 (100.0%) +Types: str:10,364,105, NoneType:13,274 +Null/Empty: null:13,274 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_3aelr': 113 (0.0%) + 't5_2qh1i': 44 (0.0%) + 't5_38unr': 35 (0.0%) + 't5_3g4tc': 21 (0.0%) + 't5_2qh0u': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 10,377,379/10,377,379 (100.0%) +Types: NoneType:9,271,121, str:1,106,258 +Null/Empty: null:9,271,121 +String length avg: 6.8 +Unique strings tracked: 8 +String values distribution: + 'confidence': 609,235 (55.1%) + 'new': 266,735 (24.1%) + 'top': 165,488 (15.0%) + 'qa': 44,613 (4.0%) + 'old': 17,342 (1.6%) + 'controversial': 2,727 (0.2%) + 'random': 117 (0.0%) + 'live': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 10,377,379/10,377,379 (100.0%) +Types: str:10,377,351, NoneType:28 +Null/Empty: null:28 +String length avg: 27.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,241 (0.0%) + 'self': 914 (0.0%) + 'nsfw': 163 (0.0%) + 'image': 35 (0.0%) + 'spoiler': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 10,377,379/10,377,379 (100.0%) +Types: str:10,377,379 +String length avg: 56.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'me irl': 4 (0.0%) + 'A Black Man And A White Woman Sat Down At A Pub. T...': 2 (0.0%) + '土 LVLUP BOT 22:1 ! 1k sets': 2 (0.0%) + '[F] Tied and wearing a tail butt-plug': 2 (0.0%) + 'Patchwork /Secure Scuttlebutt: a decentralized, op...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 10,377,379/10,377,379 (100.0%) +Types: str:10,377,379 +String length avg: 74.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reeltimeflicks.com/2017/10/31/1922-2017/': 2 (0.0%) + 'https://imgur.com/a/zzJju': 2 (0.0%) + 'http://i.imgur.com/q3S2wQZ.jpg': 2 (0.0%) + 'https://cardanoroadmap.com/timeline/': 2 (0.0%) + 'https://m.imgur.com/a/HvZiw': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 10,377,379/10,377,379 (100.0%) +Types: str:6,544,494, NoneType:3,832,885 +Null/Empty: null:3,832,885 +String length avg: 8.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,155,224 (78.8%) + 'promo_adult_nsfw': 734,080 (11.2%) + 'promo_specified': 447,039 (6.8%) + 'promo_adult': 91,634 (1.4%) + 'house_only': 62,836 (1.0%) + 'no_ads': 34,472 (0.5%) + 'promo_all': 19,209 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 10,377,351/10,377,379 (100.0%) +Types: int:5,581,177, NoneType:4,796,174 +Null/Empty: null:4,796,174 +Numeric values: 5,581,177 total +Numeric range: min:1, max:140, avg:106.5 +Numeric std dev: 27.7 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 10,377,351/10,377,379 (100.0%) +Types: int:5,581,177, NoneType:4,796,174 +Null/Empty: null:4,796,174 +Numeric values: 5,581,177 total +Numeric range: min:1, max:140, avg:139.1 +Numeric std dev: 8.3 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 10,376,666/10,377,379 (100.0%) +Types: bool:10,376,666 +Booleans: true:0 (0.0%), false:10,376,666 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 10,376,666/10,377,379 (100.0%) +Types: bool:10,376,666 +Booleans: true:1,737 (0.0%), false:10,374,929 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 10,364,105/10,377,379 (99.9%) +Types: str:10,364,105 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Ice_Poseidon': 113 (0.0%) + 'AskReddit': 44 (0.0%) + 'The_Donald': 35 (0.0%) + 'RocketLeagueExchange': 21 (0.0%) + 'pics': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 10,363,392/10,377,379 (99.9%) +Types: str:10,363,392 +String length avg: 6.4 +Unique strings tracked: 4 +String values distribution: + 'public': 9,271,741 (89.5%) + 'restricted': 1,055,404 (10.2%) + 'user': 36,226 (0.3%) + 'gold_restricted': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 4,148,438/10,377,379 (40.0%) +Types: str:4,148,438 +String length avg: 5.1 +Unique strings tracked: 6 +String values distribution: + 'link': 1,962,753 (47.3%) + 'image': 1,143,478 (27.6%) + 'rich:video': 540,907 (13.0%) + 'self': 477,261 (11.5%) + 'hosted:video': 21,650 (0.5%) + 'video': 2,389 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 4,148,438/10,377,379 (40.0%) +Types: dict:4,148,438 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 48,529/10,377,379 (0.5%) +Types: str:48,529 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_79xzi4': 7 (0.0%) + 't3_79zh1j': 6 (0.0%) + 't3_7acg29': 4 (0.0%) + 't3_7an2ap': 4 (0.0%) + 't3_6wxi4g': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 48,529/10,377,379 (0.5%) +Types: list:48,529 +Null/Empty: empty_arr:105 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 24,051/10,377,379 (0.2%) +Types: bool:24,051 +Booleans: true:24,051 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 13,274/10,377,379 (0.1%) +Types: NoneType:13,274 +Null/Empty: null:13,274 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 13,274/10,377,379 (0.1%) +Types: NoneType:13,274 +Null/Empty: null:13,274 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 13,274/10,377,379 (0.1%) +Types: str:13,181, NoneType:93 +Null/Empty: null:93 +String length avg: 9.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_j53fc3p': 92 (0.7%) + 't2_3co88ix': 73 (0.6%) + 't2_11heka': 62 (0.5%) + 't2_k14jq': 54 (0.4%) + 't2_7yoltou': 50 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 13,274/10,377,379 (0.1%) +Types: bool:13,274 +Booleans: true:8,518 (64.2%), false:4,756 (35.8%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 13,274/10,377,379 (0.1%) +Types: NoneType:13,010, str:264 +Null/Empty: null:13,010 +String length avg: 17.8 +Unique strings tracked: 65 +Top 5 string values: + 'store.google.com': 33 (12.5%) + 'www.hulu.com': 25 (9.5%) + 'fi.google.com': 17 (6.4%) + 'www.amazon.com': 13 (4.9%) + 'FedEx.com/Delivery': 10 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 13,274/10,377,379 (0.1%) +Types: NoneType:13,138, str:136 +Null/Empty: null:13,138 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 124 (91.2%) + 'iframe': 12 (8.8%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 13,274/10,377,379 (0.1%) +Types: NoneType:13,138, str:136 +Null/Empty: null:13,138 +String length avg: 50.8 +Unique strings tracked: 51 +Top 5 string values: + 'https://www.youtube.com/watch?time_continue=2&...': 18 (13.2%) + 'https://www.youtube.com/watch?v=qk0a7B4myV4&fe...': 8 (5.9%) + 'https://www.youtube.com/watch?time_continue=3&...': 7 (5.1%) + 'https://www.youtube.com/watch?v=umiwSGObsOs': 6 (4.4%) + 'https://www.cozmolostinreddit.com/': 5 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 13,274/10,377,379 (0.1%) +Types: str:13,274 +String length avg: 70.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://duckduckgo.com/ad_redirect/landing/l': 25 (0.2%) + 'https://duckduckgo.com/install?p=u&t=hl': 24 (0.2%) + 'https://www.recline.io/': 15 (0.1%) + 'https://www.redbubble.com/people/megashop/works/28...': 15 (0.1%) + 'https://approvedshades.com/products/blue-and-black...': 13 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 13,274/10,377,379 (0.1%) +Types: str:13,274 +Null/Empty: empty_str:2,222 +String length avg: 80.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://a.thumbs.redditmedia.com/Rgz77fU6_YgO3Cc6X...': 33 (0.3%) + 'https://b.thumbs.redditmedia.com/9vPodGGS1SFBOPTzc...': 18 (0.2%) + 'https://b.thumbs.redditmedia.com/1D15xpCZsUTst31nT...': 17 (0.2%) + 'https://b.thumbs.redditmedia.com/_7EknyUN3DqLs_hkq...': 17 (0.2%) + 'https://b.thumbs.redditmedia.com/NNYm5dIlzoWXYn-O8...': 16 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 13,274/10,377,379 (0.1%) +Types: NoneType:13,267, str:7 +Null/Empty: null:13,267 +String length avg: 9.0 +Unique strings tracked: 7 +String values distribution: + 't3_7bufbc': 1 (14.3%) + 't3_7cta9p': 1 (14.3%) + 't3_7cwaxv': 1 (14.3%) + 't3_7cuxco': 1 (14.3%) + 't3_7cvswu': 1 (14.3%) + 't3_7cv6xh': 1 (14.3%) + 't3_7cvvvp': 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 13,274/10,377,379 (0.1%) +Types: bool:13,274 +Booleans: true:13,274 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 13,274/10,377,379 (0.1%) +Types: NoneType:13,274 +Null/Empty: null:13,274 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 13,274/10,377,379 (0.1%) +Types: NoneType:13,267, str:7 +Null/Empty: null:13,267 +String length avg: 13.9 +Unique strings tracked: 4 +String values distribution: + 'FirefoxOffical': 4 (57.1%) + 'BlackRifleCoffeeCo': 1 (14.3%) + 'Anki_Inc': 1 (14.3%) + 'FirefoxOfficial': 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 13,274/10,377,379 (0.1%) +Types: NoneType:13,268, str:6 +Null/Empty: null:13,268 +String length avg: 77.7 +Unique strings tracked: 6 +String values distribution: + 'http://www.blackriflecoffee.com/?utm_source=reddit...': 1 (16.7%) + 'https://www.reddit.com/user/anki_inc': 1 (16.7%) + 'https://fossbytes.com/firefox-quantum-57-is-here-t...': 1 (16.7%) + 'https://www.mozilla.org/en-US/firefox/57.0/release...': 1 (16.7%) + 'http://www.omgubuntu.co.uk/2017/11/firefox-57-quan...': 1 (16.7%) + 'https://arstechnica.com/gadgets/2017/11/firefoxs-m...': 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 13,274/10,377,379 (0.1%) +Types: list:13,053, NoneType:221 +Null/Empty: null:221, empty_arr:12,853 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 13,274/10,377,379 (0.1%) +Types: NoneType:13,253, str:21 +Null/Empty: null:13,253 +String length avg: 207.7 +Unique strings tracked: 14 +Top 5 string values: + 'https://secure.insightexpressai.com/adServer/adSer...': 5 (23.8%) + 'https://ad.doubleclick.net/ddm/ad/N3493.reddit.com...': 3 (14.3%) + 'http://track.blackriflecoffee.com/reddit.gif': 2 (9.5%) + 'https://pixel.moatads.com/pixel.gif?e=0&ac=1&a...': 1 (4.8%) + 'https://ad.doubleclick.net/ddm/trackimp/N572608.13...': 1 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 13,274/10,377,379 (0.1%) +Types: NoneType:13,268, str:6 +Null/Empty: null:13,268 +String length avg: 166.7 +Unique strings tracked: 6 +String values distribution: + 'https://dts.innovid.com/placement/1h7hmj/video/1f7...': 1 (16.7%) + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=nc...': 1 (16.7%) + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=nc...': 1 (16.7%) + 'https://ad.doubleclick.net/ddm/trackimp/N46002.131...': 1 (16.7%) + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=nc...': 1 (16.7%) + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=nc...': 1 (16.7%) + +================================================================================ + +================================================================================ +FILE: RS_2017-12.jsonl +Analysis Time: 2026-01-15 09:18:30 +================================================================================ +Total lines: 10,567,492 +Processed lines: 10,567,492 +Total unique fields: 71 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:0 (0.0%), false:10,567,492 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 10,567,492/10,567,492 (100.0%) +Types: str:10,567,492 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 206 (0.0%) + 'penhil': 10 (0.0%) + 'ImagesOfNetwork': 9 (0.0%) + 'AstroglideAds': 8 (0.0%) + 'usatvchansbot': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 10,567,492/10,567,492 (100.0%) +Types: NoneType:9,314,918, str:1,252,574 +Null/Empty: null:9,314,918, empty_str:169,037 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 47 (0.0%) + 'hi': 27 (0.0%) + 'MURICA': 23 (0.0%) + 'noflair': 16 (0.0%) + 'blue': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 10,567,492/10,567,492 (100.0%) +Types: NoneType:9,140,655, str:1,426,837 +Null/Empty: null:9,140,655, empty_str:305,693 +String length avg: 19.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'beep boop': 54 (0.0%) + '45xf9STMLkWwnVNCKr9zLic1e7pzqtJ6J5XtoORJ/FpLEXNYKa...': 45 (0.0%) + 'Text': 24 (0.0%) + 'MAGA': 13 (0.0%) + 'BOT': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:5,410,651 (51.2%), false:5,156,841 (48.8%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:7,889 (0.1%), false:10,559,603 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 10,567,492/10,567,492 (100.0%) +Types: int:10,567,492 +Numeric values: 10,567,492 total +Numeric range: min:1,512,086,400, max:1,514,764,799, avg:1513399766.0 +Numeric std dev: 766994.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 10,567,492/10,567,492 (100.0%) +Types: NoneType:10,522,047, str:45,445 +Null/Empty: null:10,522,047 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 45,413 (99.9%) + 'admin': 31 (0.1%) + 'special': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 10,567,492/10,567,492 (100.0%) +Types: str:10,567,492 +String length avg: 13.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 341 (0.0%) + 'youtube.com': 116 (0.0%) + 'imgur.com': 97 (0.0%) + 'i.imgur.com': 76 (0.0%) + 'self.AskReddit': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,167,863, float:399,629 +Booleans: true:0 (0.0%), false:10,167,863 (100.0%) +Numeric values: 399,629 total +Numeric range: min:1,512,086,665.0, max:1,515,396,978.0, avg:1513461002.2 +Numeric std dev: 787191.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 10,567,492/10,567,492 (100.0%) +Types: int:10,567,492 +Numeric values: 10,567,492 total +Numeric range: min:0, max:35, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 17 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:0 (0.0%), false:10,567,492 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:52,033 (0.5%), false:10,515,459 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 10,567,492/10,567,492 (100.0%) +Types: str:10,567,492 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '7gqv9t': 1 (0.0%) + '7gqvc2': 1 (0.0%) + '7gqvc3': 1 (0.0%) + '7gqvc4': 1 (0.0%) + '7gqvc5': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:0 (0.0%), false:10,567,492 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:1,478,534 (14.0%), false:9,088,958 (86.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:4,629,784 (43.8%), false:5,937,708 (56.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:55,579 (0.5%), false:10,511,913 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 10,567,492/10,567,492 (100.0%) +Types: NoneType:7,927,073, str:2,640,419 +Null/Empty: null:7,927,073, empty_str:359,897 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 196 (0.0%) + 'question': 86 (0.0%) + 'business': 78 (0.0%) + 'psn': 67 (0.0%) + 'xbox': 62 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 10,567,492/10,567,492 (100.0%) +Types: NoneType:7,887,464, str:2,680,028 +Null/Empty: null:7,887,464, empty_str:180,524 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 138 (0.0%) + 'Question': 54 (0.0%) + 'PS4': 46 (0.0%) + 'Article': 35 (0.0%) + 'Xbox': 33 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:97,557 (0.9%), false:10,469,935 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 10,567,492/10,567,492 (100.0%) +Types: NoneType:9,421,086, dict:1,146,406 +Null/Empty: null:9,421,086 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 10,567,492/10,567,492 (100.0%) +Types: dict:10,567,492 +Null/Empty: empty_obj:9,475,137 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 10,567,492/10,567,492 (100.0%) +Types: int:10,567,492 +Numeric values: 10,567,492 total +Numeric range: min:0, max:102,859, avg:7.6 +Numeric std dev: 96.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 10,567,492/10,567,492 (100.0%) +Types: int:10,567,492 +Numeric values: 10,567,492 total +Numeric range: min:0, max:118, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 39 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:943,811 (8.9%), false:9,623,681 (91.1%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 10,567,492/10,567,492 (100.0%) +Types: str:6,651,830, NoneType:3,915,662 +Null/Empty: null:3,915,662 +String length avg: 8.4 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,410,651 (81.3%) + 'promo_adult_nsfw': 571,163 (8.6%) + 'promo_specified': 418,996 (6.3%) + 'promo_adult': 133,758 (2.0%) + 'house_only': 65,437 (1.0%) + 'no_ads': 34,546 (0.5%) + 'promo_all': 17,279 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 10,567,492/10,567,492 (100.0%) +Types: str:10,567,492 +String length avg: 68.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/cats/comments/7gqv9t/my_little_rose_trying_to_g...': 1 (0.0%) + '/r/AskReddit/comments/7gqvc2/in_the_current_climat...': 1 (0.0%) + '/r/AskReddit/comments/7gqvc3/what_ungilded_comment...': 1 (0.0%) + '/r/twitchstreams/comments/7gqvc4/battlefront_2/': 1 (0.0%) + '/r/RocketLeagueExchange/comments/7gqvc5/xbox_h_bla...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:0 (0.0%), false:10,567,492 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 10,567,492/10,567,492 (100.0%) +Types: int:10,567,492 +Numeric values: 10,567,492 total +Numeric range: min:1,512,329,913, max:1,515,399,834, avg:1515055562.1 +Numeric std dev: 882968.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 10,567,492/10,567,492 (100.0%) +Types: int:10,567,492 +Numeric values: 10,567,492 total +Numeric range: min:0, max:269,279, avg:58.1 +Numeric std dev: 1027.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 10,567,492/10,567,492 (100.0%) +Types: NoneType:9,482,632, dict:1,084,860 +Null/Empty: null:9,482,632 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 10,567,492/10,567,492 (100.0%) +Types: dict:10,567,492 +Null/Empty: empty_obj:9,482,632 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 10,567,492/10,567,492 (100.0%) +Types: str:10,567,492 +Null/Empty: empty_str:5,574,471 +String length avg: 376.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 454 (0.0%) + '[removed]': 381 (0.0%) + 'test2': 5 (0.0%) + 'I'm a 23 year old brunette trans woman looking for...': 4 (0.0%) + 'This was automatically posted.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:68,931 (0.7%), false:10,498,561 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:13,072 (0.1%), false:10,554,420 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 10,567,492/10,567,492 (100.0%) +Types: str:10,557,874, NoneType:9,618 +Null/Empty: null:9,618 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 39 (0.0%) + 't5_2s505': 17 (0.0%) + 't5_38unr': 15 (0.0%) + 't5_2szyo': 13 (0.0%) + 't5_3g4tc': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 10,567,492/10,567,492 (100.0%) +Types: NoneType:9,262,193, str:1,305,299 +Null/Empty: null:9,262,193 +String length avg: 6.4 +Unique strings tracked: 8 +String values distribution: + 'confidence': 664,175 (50.9%) + 'new': 267,708 (20.5%) + 'qa': 205,364 (15.7%) + 'top': 145,104 (11.1%) + 'old': 20,320 (1.6%) + 'controversial': 2,497 (0.2%) + 'random': 130 (0.0%) + 'live': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 10,567,492/10,567,492 (100.0%) +Types: str:10,567,469, NoneType:23 +Null/Empty: null:23 +String length avg: 27.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,332 (0.0%) + 'self': 1,056 (0.0%) + 'nsfw': 166 (0.0%) + 'image': 48 (0.0%) + 'spoiler': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 10,567,492/10,567,492 (100.0%) +Types: str:10,567,492 +String length avg: 56.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '24 [T4M] [Canada/Online] Artsy sub trans girl seek...': 4 (0.0%) + 'Back to the future: Celtics-76ers rivalry returns': 3 (0.0%) + 'Excellent Video exposing the AXA/Bilderberg funded...': 3 (0.0%) + '20:00 Supernatural (The CW)': 2 (0.0%) + '20 [F4M] Let me rate your Cock Babe! Snap me : Jol...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 10,567,492/10,567,492 (100.0%) +Types: str:10,567,492 +String length avg: 73.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.si.com/nba/2017/11/30/celtics-76ers-nb...': 3 (0.0%) + 'https://www.youtube.com/watch?v=6V365_59-Lc': 3 (0.0%) + 'http://www.usatv.ch/cw-live-stream.html': 2 (0.0%) + 'https://i.redd.it/knc4afjqb7101.jpg': 2 (0.0%) + 'https://www.reddit.com/r/denvernuggets/comments/7g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 10,567,492/10,567,492 (100.0%) +Types: str:6,651,830, NoneType:3,915,662 +Null/Empty: null:3,915,662 +String length avg: 8.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,283,122 (79.4%) + 'promo_adult_nsfw': 738,038 (11.1%) + 'promo_specified': 418,996 (6.3%) + 'promo_adult': 94,957 (1.4%) + 'house_only': 65,437 (1.0%) + 'no_ads': 34,546 (0.5%) + 'promo_all': 16,734 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 10,567,469/10,567,492 (100.0%) +Types: int:5,643,088, NoneType:4,924,381 +Null/Empty: null:4,924,381 +Numeric values: 5,643,088 total +Numeric range: min:1, max:140, avg:107.2 +Numeric std dev: 27.8 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 10,567,469/10,567,492 (100.0%) +Types: int:5,643,088, NoneType:4,924,381 +Null/Empty: null:4,924,381 +Numeric values: 5,643,088 total +Numeric range: min:1, max:140, avg:139.1 +Numeric std dev: 8.3 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 10,557,874/10,567,492 (99.9%) +Types: str:10,557,874 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 39 (0.0%) + 'RotMG': 17 (0.0%) + 'The_Donald': 15 (0.0%) + 'Showerthoughts': 13 (0.0%) + 'RocketLeagueExchange': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 10,557,874/10,567,492 (99.9%) +Types: str:10,557,874 +String length avg: 6.3 +Unique strings tracked: 4 +String values distribution: + 'public': 9,353,654 (88.6%) + 'restricted': 1,011,663 (9.6%) + 'user': 192,517 (1.8%) + 'gold_restricted': 40 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 9,560,790/10,567,492 (90.5%) +Types: NoneType:9,560,790 +Null/Empty: null:9,560,790 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 9,560,790/10,567,492 (90.5%) +Types: NoneType:9,560,790 +Null/Empty: null:9,560,790 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 9,560,790/10,567,492 (90.5%) +Types: NoneType:9,560,790 +Null/Empty: null:9,560,790 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 4,265,409/10,567,492 (40.4%) +Types: str:4,265,409 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'link': 1,929,169 (45.2%) + 'image': 1,246,869 (29.2%) + 'rich:video': 566,377 (13.3%) + 'self': 484,747 (11.4%) + 'hosted:video': 34,172 (0.8%) + 'video': 4,075 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 4,265,409/10,567,492 (40.4%) +Types: dict:4,265,409 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 93,892/10,567,492 (0.9%) +Types: str:93,892 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_7gtwjt': 10 (0.0%) + 't3_7gqp7w': 7 (0.0%) + 't3_7gsnkq': 6 (0.0%) + 't3_7grm0t': 4 (0.0%) + 't3_7fmqn4': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 93,892/10,567,492 (0.9%) +Types: list:93,892 +Null/Empty: empty_arr:739 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 28,068/10,567,492 (0.3%) +Types: bool:28,068 +Booleans: true:28,068 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 9,618/10,567,492 (0.1%) +Types: NoneType:9,618 +Null/Empty: null:9,618 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 9,618/10,567,492 (0.1%) +Types: NoneType:9,618 +Null/Empty: null:9,618 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 9,618/10,567,492 (0.1%) +Types: str:9,525, NoneType:93 +Null/Empty: null:93 +String length avg: 9.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_8o1nns7': 69 (0.7%) + 't2_6uj74jr': 59 (0.6%) + 't2_166jaa': 57 (0.6%) + 't2_14ekny': 52 (0.5%) + 't2_7yoltou': 44 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 9,618/10,567,492 (0.1%) +Types: bool:9,618 +Booleans: true:6,049 (62.9%), false:3,569 (37.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 9,618/10,567,492 (0.1%) +Types: NoneType:9,370, str:248 +Null/Empty: null:9,370 +String length avg: 16.5 +Unique strings tracked: 54 +Top 5 string values: + 'developer.ibm.com': 36 (14.5%) + 'www.amazon.com': 32 (12.9%) + 'store.sphero.com': 20 (8.1%) + 'www.hulu.com': 19 (7.7%) + 'ibm.biz': 12 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 9,618/10,567,492 (0.1%) +Types: NoneType:9,523, str:95 +Null/Empty: null:9,523 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 91 (95.8%) + 'iframe': 4 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 9,618/10,567,492 (0.1%) +Types: NoneType:9,523, str:95 +Null/Empty: null:9,523 +String length avg: 48.3 +Unique strings tracked: 35 +Top 5 string values: + 'https://www.youtube.com/watch?time_continue=2&...': 20 (21.1%) + 'https://www.youtube.com/watch?v=umiwSGObsOs': 18 (18.9%) + 'https://www.youtube.com/watch?v=xmkX9IfO80g': 4 (4.2%) + 'https://www.youtube.com/watch?v=wRVwdjmpWNM&fe...': 4 (4.2%) + 'https://youtu.be/HyVS1E2vFvc': 3 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 9,618/10,567,492 (0.1%) +Types: str:9,618 +String length avg: 70.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://startupsticker.com': 50 (0.5%) + 'https://www.amazon.com/Rage-Dragons-Evan-Winter-eb...': 22 (0.2%) + 'https://trendowner.com/collections/in-house/produc...': 14 (0.1%) + 'https://www.youtube.com/watch?v=mzjJTUMMrYU&li...': 12 (0.1%) + 'https://oganic.me/pages/hello-fellow-redditor': 11 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 9,618/10,567,492 (0.1%) +Types: str:9,618 +Null/Empty: empty_str:1,866 +String length avg: 80.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://b.thumbs.redditmedia.com/hZw53OQd-9Yonz0S_...': 28 (0.4%) + 'https://a.thumbs.redditmedia.com/Za_4r7q8-z-8XHxhx...': 27 (0.3%) + 'https://b.thumbs.redditmedia.com/YNZgsr4OdG7eB2N_8...': 15 (0.2%) + 'https://a.thumbs.redditmedia.com/HuWKeDzpVhUOH6GdC...': 13 (0.2%) + 'https://b.thumbs.redditmedia.com/dmGCdWIIy5zKAsgp2...': 7 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 9,618/10,567,492 (0.1%) +Types: NoneType:9,607, str:11 +Null/Empty: null:9,607 +String length avg: 9.0 +Unique strings tracked: 11 +Top 5 string values: + 't3_7gylr2': 1 (9.1%) + 't3_7hlgfy': 1 (9.1%) + 't3_7gzpo3': 1 (9.1%) + 't3_6subtn': 1 (9.1%) + 't3_7hudh7': 1 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 9,618/10,567,492 (0.1%) +Types: bool:9,618 +Booleans: true:9,617 (100.0%), false:1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 9,618/10,567,492 (0.1%) +Types: NoneType:9,618 +Null/Empty: null:9,618 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 9,618/10,567,492 (0.1%) +Types: NoneType:9,607, str:11 +Null/Empty: null:9,607 +String length avg: 11.4 +Unique strings tracked: 5 +String values distribution: + 'MILD22011': 5 (45.5%) + 'AudiSportUSA': 3 (27.3%) + 'DisasterArtistMovie': 1 (9.1%) + 'MILD22011testsub': 1 (9.1%) + 'amccollum': 1 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 9,618/10,567,492 (0.1%) +Types: NoneType:9,607, str:11 +Null/Empty: null:9,607 +String length avg: 60.5 +Unique strings tracked: 7 +String values distribution: + 'https://www.reddit.com/user/MILD22011/': 3 (27.3%) + 'https://www.reddit.com/user/MILD22011': 3 (27.3%) + 'https://www.reddit.com/user/audisportusa': 1 (9.1%) + 'https://www.reddit.com/user/audisportusa/comments/...': 1 (9.1%) + 'https://ad.doubleclick.net/ddm/trackclk/N38312.131...': 1 (9.1%) + 'https://www.reddit.com/user/audisportusa/comments/...': 1 (9.1%) + 'http://www.philo.com': 1 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 9,618/10,567,492 (0.1%) +Types: list:9,428, NoneType:190 +Null/Empty: null:190, empty_arr:9,239 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 9,618/10,567,492 (0.1%) +Types: NoneType:9,591, str:27 +Null/Empty: null:9,591 +String length avg: 156.1 +Unique strings tracked: 11 +Top 5 string values: + 'http://bs.serving-sys.com/serving/adServer.bs?cn=d...': 7 (25.9%) + 'http://bs.serving-sys.com/serving/adServer.bs?cn=d...': 4 (14.8%) + 'http://bs.serving-sys.com/serving/adServer.bs?cn=d...': 3 (11.1%) + 'http://bs.serving-sys.com/serving/adServer.bs?cn=d...': 3 (11.1%) + 'http://bs.serving-sys.com/serving/adServer.bs?cn=d...': 3 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 9,618/10,567,492 (0.1%) +Types: NoneType:9,617, str:1 +Null/Empty: null:9,617 +String length avg: 204.0 +Unique strings tracked: 1 +String values distribution: + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=nl...': 1 (100.0%) + +================================================================================ \ No newline at end of file diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2018.txt b/analysis/original_schema_analysis/submissions/analysis_report_2018.txt new file mode 100644 index 0000000000000000000000000000000000000000..716974824ad6d55065906d20dfc46fd84b02c6ee --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2018.txt @@ -0,0 +1,10543 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2018 +Analysis Started: 2026-01-15 07:46:59 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2018-01.jsonl +Analysis Time: 2026-01-15 07:59:32 +================================================================================ +Total lines: 11,306,843 +Processed lines: 11,306,843 +Total unique fields: 73 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:0 (0.0%), false:11,306,843 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:11,306,843 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 285 (0.0%) + 'ImagesOfNetwork': 17 (0.0%) + 'AutoModerator': 14 (0.0%) + 'seksualios': 8 (0.0%) + 'BitcoinAllBot': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 11,306,843/11,306,843 (100.0%) +Types: NoneType:9,974,282, str:1,332,561 +Null/Empty: null:9,974,282, empty_str:178,438 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 78 (0.0%) + 'default': 33 (0.0%) + 'blue': 26 (0.0%) + 'new': 14 (0.0%) + 'PS4': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 11,306,843/11,306,843 (100.0%) +Types: NoneType:9,807,282, str:1,499,561 +Null/Empty: null:9,807,282, empty_str:338,522 +String length avg: 19.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Text': 17 (0.0%) + 'https://steamcommunity.com/profiles/76561198801521...': 17 (0.0%) + 'Bot': 17 (0.0%) + 'New User': 15 (0.0%) + '300K Attendee': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:5,611,500 (49.6%), false:5,695,343 (50.4%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:7,151 (0.1%), false:11,299,692 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 11,306,843/11,306,843 (100.0%) +Types: int:11,306,843 +Numeric values: 11,306,843 total +Numeric range: min:1,514,764,800, max:1,517,443,199, avg:1516126182.1 +Numeric std dev: 770330.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 11,306,843/11,306,843 (100.0%) +Types: NoneType:11,260,823, str:46,020 +Null/Empty: null:11,260,823 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 46,000 (100.0%) + 'admin': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:11,306,843 +String length avg: 13.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 489 (0.0%) + 'imgur.com': 96 (0.0%) + 'i.imgur.com': 94 (0.0%) + 'youtube.com': 85 (0.0%) + 'self.AskReddit': 56 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:10,875,495, float:431,348 +Booleans: true:0 (0.0%), false:10,875,495 (100.0%) +Numeric values: 431,348 total +Numeric range: min:1,514,764,966.0, max:1,518,606,437.0, avg:1516187366.1 +Numeric std dev: 802566.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 11,306,843/11,306,843 (100.0%) +Types: int:11,306,843 +Numeric values: 11,306,843 total +Numeric range: min:0, max:113, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 14 +Top 5 numeric values: + 0: 11,301,908 (100.0%) + 1: 4,485 (0.0%) + 2: 304 (0.0%) + 3: 73 (0.0%) + 4: 36 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:0 (0.0%), false:11,306,843 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:1,193 (0.0%), false:11,305,650 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:11,306,843 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '7nbxvj': 1 (0.0%) + '7nbxvk': 1 (0.0%) + '7nbxvl': 1 (0.0%) + '7nbxvm': 1 (0.0%) + '7nbxvn': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:0 (0.0%), false:11,306,843 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:1,645,257 (14.6%), false:9,661,586 (85.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:4,759,575 (42.1%), false:6,547,268 (57.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:86,945 (0.8%), false:11,219,898 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 11,306,843/11,306,843 (100.0%) +Types: NoneType:8,535,497, str:2,771,346 +Null/Empty: null:8,535,497, empty_str:379,636 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 176 (0.0%) + 'question': 99 (0.0%) + 'removed': 68 (0.0%) + 'red': 65 (0.0%) + 'xbox': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 11,306,843/11,306,843 (100.0%) +Types: NoneType:8,484,681, str:2,822,162 +Null/Empty: null:8,484,681, empty_str:199,629 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 150 (0.0%) + 'Question': 84 (0.0%) + 'PS4': 53 (0.0%) + 'Video': 45 (0.0%) + 'Trade': 40 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:101,399 (0.9%), false:11,205,444 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 11,306,843/11,306,843 (100.0%) +Types: NoneType:10,035,384, dict:1,271,459 +Null/Empty: null:10,035,384 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 11,306,843/11,306,843 (100.0%) +Types: dict:11,306,843 +Null/Empty: empty_obj:10,119,324 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 11,306,843/11,306,843 (100.0%) +Types: int:11,306,843 +Numeric values: 11,306,843 total +Numeric range: min:0, max:70,990, avg:7.7 +Numeric std dev: 94.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 11,306,843/11,306,843 (100.0%) +Types: int:11,306,843 +Numeric values: 11,306,843 total +Numeric range: min:0, max:139, avg:0.0 +Numeric std dev: 0.2 +Unique numbers tracked: 43 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:1,042,694 (9.2%), false:10,264,149 (90.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:6,974,569, NoneType:4,332,274 +Null/Empty: null:4,332,274 +String length avg: 8.4 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,611,500 (80.5%) + 'promo_adult_nsfw': 619,281 (8.9%) + 'promo_specified': 467,026 (6.7%) + 'promo_adult': 140,218 (2.0%) + 'house_only': 65,148 (0.9%) + 'no_ads': 36,846 (0.5%) + 'promo_all': 34,550 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:11,306,843 +String length avg: 68.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/teenagers/comments/7nbxvj/uk_new_years_eve_yay/': 1 (0.0%) + '/r/Sino/comments/7nbxvk/global_growth/': 1 (0.0%) + '/r/pcmasterrace/comments/7nbxvl/first_build_how_do...': 1 (0.0%) + '/r/legaladvice/comments/7nbxvm/california_roommate...': 1 (0.0%) + '/r/dadjokes/comments/7nbxvn/is_this_sub_still_acti...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:0 (0.0%), false:11,306,843 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 11,306,843/11,306,843 (100.0%) +Types: int:11,306,843 +Numeric values: 11,306,843 total +Numeric range: min:1,518,480,156, max:1,518,610,001, avg:1518545128.1 +Numeric std dev: 37755.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 11,306,843/11,306,843 (100.0%) +Types: int:11,306,843 +Numeric values: 11,306,843 total +Numeric range: min:0, max:201,193, avg:57.4 +Numeric std dev: 1020.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 11,306,843/11,306,843 (100.0%) +Types: NoneType:10,048,738, dict:1,258,105 +Null/Empty: null:10,048,738 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 11,306,843/11,306,843 (100.0%) +Types: dict:11,306,843 +Null/Empty: empty_obj:10,132,677 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:11,306,843 +Null/Empty: empty_str:6,064,647 +String length avg: 363.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 566 (0.0%) + '[removed]': 341 (0.0%) + 'http://steamcommunity.com/id/TubaFastLevel': 7 (0.0%) + 'test2': 5 (0.0%) + 'steamcommunity.com/id/LovelyBots/': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:57,174 (0.5%), false:11,249,669 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:9,637 (0.1%), false:11,297,206 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:11,306,843 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 36 (0.0%) + 'me_irl': 19 (0.0%) + 'RocketLeagueExchange': 19 (0.0%) + 'teenagers': 18 (0.0%) + 'The_Donald': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:11,306,843 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 36 (0.0%) + 't5_2vegg': 19 (0.0%) + 't5_3g4tc': 19 (0.0%) + 't5_2rjli': 18 (0.0%) + 't5_38unr': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:11,306,843 +String length avg: 6.3 +Unique strings tracked: 5 +String values distribution: + 'public': 9,898,083 (87.5%) + 'restricted': 1,110,926 (9.8%) + 'user': 297,637 (2.6%) + 'private': 166 (0.0%) + 'gold_restricted': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 11,306,843/11,306,843 (100.0%) +Types: NoneType:9,874,316, str:1,432,527 +Null/Empty: null:9,874,316 +String length avg: 6.1 +Unique strings tracked: 7 +String values distribution: + 'confidence': 665,759 (46.5%) + 'qa': 305,733 (21.3%) + 'new': 278,647 (19.5%) + 'top': 162,754 (11.4%) + 'old': 15,646 (1.1%) + 'controversial': 3,866 (0.3%) + 'random': 122 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:11,306,709, NoneType:134 +Null/Empty: null:134 +String length avg: 28.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,291 (0.0%) + 'self': 1,172 (0.0%) + 'nsfw': 142 (0.0%) + 'image': 46 (0.0%) + 'spoiler': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:11,306,843 +String length avg: 56.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'me irl': 6 (0.0%) + 'Happy New Year!': 3 (0.0%) + 'me_irl': 3 (0.0%) + ':)': 3 (0.0%) + 'Happy new year lads': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:11,306,843 +String length avg: 73.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.redd.it/e8g26vhzjc701.jpg': 3 (0.0%) + 'https://i.redd.it/4l9mtmqqjc701.jpg': 3 (0.0%) + 'https://i.imgur.com/cfh4p6Z.gifv': 3 (0.0%) + 'https://www.reddit.com/r/nba/comments/7nbxvz/game_...': 2 (0.0%) + 'https://pa1.narvii.com/6220/d07928221b70530324a21e...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:6,974,569, NoneType:4,332,274 +Null/Empty: null:4,332,274 +String length avg: 8.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,536,611 (79.4%) + 'promo_adult_nsfw': 712,930 (10.2%) + 'promo_specified': 467,026 (6.7%) + 'promo_adult': 122,100 (1.8%) + 'house_only': 65,148 (0.9%) + 'no_ads': 36,846 (0.5%) + 'promo_all': 33,908 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 11,306,709/11,306,843 (100.0%) +Types: int:6,217,926, NoneType:5,088,783 +Null/Empty: null:5,088,783 +Numeric values: 6,217,926 total +Numeric range: min:1, max:140, avg:106.9 +Numeric std dev: 27.8 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 11,306,709/11,306,843 (100.0%) +Types: int:6,217,926, NoneType:5,088,783 +Null/Empty: null:5,088,783 +Numeric values: 6,217,926 total +Numeric range: min:1, max:140, avg:139.2 +Numeric std dev: 8.1 +Unique numbers tracked: 68 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 4,687,883/11,306,843 (41.5%) +Types: str:4,687,883 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'link': 2,145,133 (45.8%) + 'image': 1,358,067 (29.0%) + 'rich:video': 613,418 (13.1%) + 'self': 514,363 (11.0%) + 'hosted:video': 53,365 (1.1%) + 'video': 3,537 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 4,687,883/11,306,843 (41.5%) +Types: dict:4,687,883 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 118,605/11,306,843 (1.0%) +Types: str:118,605 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_7ne0xj': 8 (0.0%) + 't3_7mhne0': 6 (0.0%) + 't3_7m416y': 5 (0.0%) + 't3_7mstsw': 4 (0.0%) + 't3_7n8dwz': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 118,605/11,306,843 (1.0%) +Types: list:118,605 +Null/Empty: empty_arr:1,063 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 33,113/11,306,843 (0.3%) +Types: bool:33,113 +Booleans: true:33,113 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 10,270/11,306,843 (0.1%) +Types: NoneType:10,270 +Null/Empty: null:10,270 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 10,270/11,306,843 (0.1%) +Types: NoneType:10,270 +Null/Empty: null:10,270 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 10,270/11,306,843 (0.1%) +Types: str:10,180, NoneType:90 +Null/Empty: null:90 +String length avg: 9.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_md88lff': 29 (0.3%) + 't2_12pg61': 27 (0.3%) + 't2_qn8gnq5': 27 (0.3%) + 't2_9el8fsc': 25 (0.2%) + 't2_qeu2dzp': 22 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 10,270/11,306,843 (0.1%) +Types: NoneType:10,123, str:147 +Null/Empty: null:10,123 +String length avg: 16.6 +Unique strings tracked: 37 +Top 5 string values: + 'i.redd.it': 16 (10.9%) + 'www.cc.com': 11 (7.5%) + 'www.apartmentlist.com': 11 (7.5%) + 'www.bandainamcoent.com': 11 (7.5%) + 'hackreactor.com': 9 (6.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 10,270/11,306,843 (0.1%) +Types: NoneType:10,205, str:65 +Null/Empty: null:10,205 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 54 (83.1%) + 'iframe': 11 (16.9%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 10,270/11,306,843 (0.1%) +Types: NoneType:10,205, str:65 +Null/Empty: null:10,205 +String length avg: 40.7 +Unique strings tracked: 40 +Top 5 string values: + 'https://www.youtube.com/watch?v=UGh1YpDiQ50': 6 (9.2%) + 'https://www.youtube.com/watch?v=Vg5zRxLErnw': 5 (7.7%) + 'https://www.youtube.com/watch?v=8Dj99Rc_854': 4 (6.2%) + 'https://i.redd.it/wkadq75sfx701.jpg': 3 (4.6%) + 'https://www.youtube.com/watch?v=i6U4xP4H2rY': 3 (4.6%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 10,270/11,306,843 (0.1%) +Types: list:10,270 +Null/Empty: empty_arr:10,270 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 10,270/11,306,843 (0.1%) +Types: list:10,270 +Null/Empty: empty_arr:10,270 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 10,270/11,306,843 (0.1%) +Types: str:10,270 +String length avg: 65.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.aigaming.com/?utm_source=TH99&utm_...': 12 (0.1%) + 'https://www.twitch.tv/paladinsgame': 11 (0.1%) + 'http://dashinformer.com': 10 (0.1%) + 'http://www.clickjob.org/resumeinterview': 10 (0.1%) + 'https://www.airnewzealand.com.au/cheap-flights-to-...': 9 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 10,270/11,306,843 (0.1%) +Types: bool:10,270 +Booleans: true:0 (0.0%), false:10,270 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 10,270/11,306,843 (0.1%) +Types: str:10,270 +Null/Empty: empty_str:1,821 +String length avg: 80.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://b.thumbs.redditmedia.com/6zPf5pPHo_yLbW6Y6...': 12 (0.1%) + 'https://b.thumbs.redditmedia.com/1bhbUNsxgN0zfxw7e...': 6 (0.1%) + 'https://b.thumbs.redditmedia.com/T3nCtPcWsTGvpv6KO...': 6 (0.1%) + 'https://b.thumbs.redditmedia.com/CShcPxIV_otagOeyn...': 5 (0.1%) + 'https://b.thumbs.redditmedia.com/Ioo47lduRx15I8GiS...': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 10,270/11,306,843 (0.1%) +Types: NoneType:10,267, str:3 +Null/Empty: null:10,267 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 't3_7p8px9': 1 (33.3%) + 't3_7p8olf': 1 (33.3%) + 't3_7qvdr1': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 10,270/11,306,843 (0.1%) +Types: dict:10,270 +Null/Empty: empty_obj:10,270 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 10,270/11,306,843 (0.1%) +Types: NoneType:10,270 +Null/Empty: null:10,270 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 10,270/11,306,843 (0.1%) +Types: bool:10,270 +Booleans: true:10,270 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 10,270/11,306,843 (0.1%) +Types: NoneType:10,270 +Null/Empty: null:10,270 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 10,270/11,306,843 (0.1%) +Types: NoneType:10,267, str:3 +Null/Empty: null:10,267 +String length avg: 11.0 +Unique strings tracked: 1 +String values distribution: + 'FX_Official': 3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 10,270/11,306,843 (0.1%) +Types: NoneType:10,267, str:3 +Null/Empty: null:10,267 +String length avg: 131.0 +Unique strings tracked: 2 +String values distribution: + 'https://ad.doubleclick.net/ddm/trackclk/N494401.13...': 2 (66.7%) + 'https://www.youtube.com/watch?v=gr9L5h_Rq7I': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 10,270/11,306,843 (0.1%) +Types: list:10,070, NoneType:200 +Null/Empty: null:200, empty_arr:9,944 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 10,270/11,306,843 (0.1%) +Types: NoneType:10,267, str:3 +Null/Empty: null:10,267 +String length avg: 160.3 +Unique strings tracked: 2 +String values distribution: + 'https://ad.doubleclick.net/ddm/trackimp/N494401.13...': 2 (66.7%) + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=ad...': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 10,270/11,306,843 (0.1%) +Types: NoneType:10,270 +Null/Empty: null:10,270 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 72/11,306,843 (0.0%) +Types: NoneType:72 +Null/Empty: null:72 + +================================================================================ + +================================================================================ +FILE: RS_2018-02.jsonl +Analysis Time: 2026-01-15 08:11:49 +================================================================================ +Total lines: 10,567,231 +Processed lines: 10,567,231 +Total unique fields: 75 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:0 (0.0%), false:10,567,231 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:10,567,231 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 296 (0.0%) + 'personaontherun': 18 (0.0%) + 'ImagesOfNetwork': 12 (0.0%) + 'andix3': 11 (0.0%) + 'removalbot': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 10,567,231/10,567,231 (100.0%) +Types: NoneType:9,350,898, str:1,216,333 +Null/Empty: null:9,350,898, empty_str:173,748 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 60 (0.0%) + 'hi': 36 (0.0%) + 'blue': 22 (0.0%) + 'Training': 12 (0.0%) + 'new': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 10,567,231/10,567,231 (100.0%) +Types: NoneType:9,189,903, str:1,377,328 +Null/Empty: null:9,189,903, empty_str:312,073 +String length avg: 19.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ASE Master Technician': 16 (0.0%) + 'Official Bot': 14 (0.0%) + 'https://steamcommunity.com/profiles/76561198810825...': 14 (0.0%) + 'https://steamcommunity.com/profiles/76561198810642...': 13 (0.0%) + 'Text': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:5,104,636 (48.3%), false:5,462,595 (51.7%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:6,028 (0.1%), false:10,561,203 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 10,567,231/10,567,231 (100.0%) +Types: int:10,567,231 +Numeric values: 10,567,231 total +Numeric range: min:1,517,443,200, max:1,519,862,399, avg:1518678652.8 +Numeric std dev: 703991.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 10,567,231/10,567,231 (100.0%) +Types: NoneType:10,523,719, str:43,512 +Null/Empty: null:10,523,719 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 43,483 (99.9%) + 'admin': 29 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:10,567,231 +String length avg: 13.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 390 (0.0%) + 'i.imgur.com': 92 (0.0%) + 'youtube.com': 92 (0.0%) + 'imgur.com': 84 (0.0%) + 'self.AskReddit': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,181,339, float:385,892 +Booleans: true:0 (0.0%), false:10,181,339 (100.0%) +Numeric values: 385,892 total +Numeric range: min:1,517,443,402.0, max:1,520,609,414.0, avg:1518721282.7 +Numeric std dev: 721496.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 10,567,231/10,567,231 (100.0%) +Types: int:10,567,231 +Numeric values: 10,567,231 total +Numeric range: min:0, max:17, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 10,562,704 (100.0%) + 1: 4,175 (0.0%) + 2: 234 (0.0%) + 3: 67 (0.0%) + 4: 28 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:0 (0.0%), false:10,567,231 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:1,547 (0.0%), false:10,565,684 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:10,567,231 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '7ueit6': 1 (0.0%) + '7ueit7': 1 (0.0%) + '7ueit9': 1 (0.0%) + '7ueita': 1 (0.0%) + '7ueitb': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:0 (0.0%), false:10,567,231 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:1,646,350 (15.6%), false:8,920,881 (84.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:4,410,057 (41.7%), false:6,157,174 (58.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:87,850 (0.8%), false:10,479,381 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 10,567,231/10,567,231 (100.0%) +Types: NoneType:8,018,069, str:2,549,162 +Null/Empty: null:8,018,069, empty_str:341,324 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 185 (0.0%) + 'question': 108 (0.0%) + 'xbox': 70 (0.0%) + 'national': 59 (0.0%) + 'politics': 57 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 10,567,231/10,567,231 (100.0%) +Types: NoneType:7,967,291, str:2,599,940 +Null/Empty: null:7,967,291, empty_str:181,246 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 142 (0.0%) + 'Question': 75 (0.0%) + 'Xbox': 46 (0.0%) + 'PS4': 40 (0.0%) + 'Trade': 34 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:93,449 (0.9%), false:10,473,782 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 10,567,231/10,567,231 (100.0%) +Types: NoneType:9,420,057, dict:1,147,174 +Null/Empty: null:9,420,057 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 10,567,231/10,567,231 (100.0%) +Types: dict:10,567,231 +Null/Empty: empty_obj:9,504,854 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:6,691,368 (63.3%), false:3,875,863 (36.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 10,567,231/10,567,231 (100.0%) +Types: int:10,567,231 +Numeric values: 10,567,231 total +Numeric range: min:0, max:517,003, avg:7.8 +Numeric std dev: 183.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 10,567,231/10,567,231 (100.0%) +Types: int:10,567,231 +Numeric values: 10,567,231 total +Numeric range: min:0, max:47, avg:0.0 +Numeric std dev: 0.2 +Unique numbers tracked: 41 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:918,680 (8.7%), false:9,648,551 (91.3%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:6,401,510, NoneType:4,165,721 +Null/Empty: null:4,165,721 +String length avg: 8.4 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,104,636 (79.7%) + 'promo_adult_nsfw': 569,281 (8.9%) + 'promo_specified': 423,297 (6.6%) + 'promo_adult': 131,120 (2.0%) + 'no_ads': 78,214 (1.2%) + 'house_only': 61,314 (1.0%) + 'promo_all': 33,648 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:10,567,231 +String length avg: 68.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/TranscribersOfReddit/comments/7ueit6/toomeirlfo...': 1 (0.0%) + '/r/WarshipPorn/comments/7ueit7/electromagnetic_rai...': 1 (0.0%) + '/r/AskReddit/comments/7ueit9/redditors_who_have_a_...': 1 (0.0%) + '/r/oceans/comments/7ueita/george_lives_on_the_stre...': 1 (0.0%) + '/r/Calligraphy/comments/7ueitb/word_of_the_day_jan...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:0 (0.0%), false:10,567,231 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 10,567,231/10,567,231 (100.0%) +Types: int:10,567,231 +Numeric values: 10,567,231 total +Numeric range: min:1,520,467,337, max:1,520,611,927, avg:1520540800.7 +Numeric std dev: 42321.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 10,567,231/10,567,231 (100.0%) +Types: int:10,567,231 +Numeric values: 10,567,231 total +Numeric range: min:0, max:210,321, avg:63.0 +Numeric std dev: 1019.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 10,567,231/10,567,231 (100.0%) +Types: NoneType:9,420,057, dict:1,147,174 +Null/Empty: null:9,420,057 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 10,567,231/10,567,231 (100.0%) +Types: dict:10,567,231 +Null/Empty: empty_obj:9,504,854 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:10,567,231 +Null/Empty: empty_str:5,702,864 +String length avg: 353.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 571 (0.0%) + '[removed]': 329 (0.0%) + '**Bot** : [Add Me On Steam!](http://steamcommunity...': 5 (0.0%) + '**Bot** : [Add Me On Steam!](http://steamcommunity...': 4 (0.0%) + '**Bot** : [Add Me On Steam!](http://steamcommunity...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:8,229,551 (77.9%), false:2,337,680 (22.1%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,121, NoneType:110 +Null/Empty: null:110 +Booleans: true:52,342 (0.5%), false:10,514,779 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:9,679 (0.1%), false:10,557,552 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:10,567,231 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 48 (0.0%) + 'SteamTradingCards': 21 (0.0%) + 'thenewsrightnow': 18 (0.0%) + 'Ice_Poseidon': 15 (0.0%) + 'The_Donald': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:10,567,231 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 48 (0.0%) + 't5_2x961': 21 (0.0%) + 't5_3itg7': 18 (0.0%) + 't5_3aelr': 15 (0.0%) + 't5_38unr': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:10,567,231 +String length avg: 6.3 +Unique strings tracked: 5 +String values distribution: + 'public': 9,173,031 (86.8%) + 'restricted': 1,035,386 (9.8%) + 'user': 358,487 (3.4%) + 'private': 307 (0.0%) + 'gold_restricted': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 10,567,231/10,567,231 (100.0%) +Types: NoneType:9,236,364, str:1,330,867 +Null/Empty: null:9,236,364 +String length avg: 5.7 +Unique strings tracked: 8 +String values distribution: + 'confidence': 557,933 (41.9%) + 'qa': 365,430 (27.5%) + 'new': 253,891 (19.1%) + 'top': 137,245 (10.3%) + 'old': 12,803 (1.0%) + 'controversial': 3,440 (0.3%) + 'random': 121 (0.0%) + 'live': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:10,567,165, NoneType:66 +Null/Empty: null:66 +String length avg: 29.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,317 (0.0%) + 'self': 1,117 (0.0%) + 'nsfw': 161 (0.0%) + 'image': 49 (0.0%) + 'https://b.thumbs.redditmedia.com/16DMG_oGuwuTygJob...': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:10,567,231 +String length avg: 58.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Top 5 Best Cryptocurrency Hardware Wallets For 201...': 6 (0.0%) + 'Lakers fans in Seattle/PNW: Lakers Legend Elgin Ba...': 3 (0.0%) + 'Parklife 2018 Lineup': 3 (0.0%) + 'Get in there': 3 (0.0%) + 'Weird fiction novels that are not compendiums of s...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:10,567,231 +String length avg: 73.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://usethebitcoin.com/top-5-best-cryptocurrenc...': 6 (0.0%) + 'https://timedotcom.files.wordpress.com/2018/01/rai...': 3 (0.0%) + 'https://i.redd.it/zsp29m08shd01.jpg': 3 (0.0%) + 'https://imgur.com/a/CzgE5': 3 (0.0%) + 'https://gfycat.com/BelatedShabbyCatfish': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:6,401,510, NoneType:4,165,721 +Null/Empty: null:4,165,721 +String length avg: 8.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 4,981,166 (77.8%) + 'promo_adult_nsfw': 731,174 (11.4%) + 'promo_specified': 423,297 (6.6%) + 'promo_adult': 93,800 (1.5%) + 'no_ads': 78,214 (1.2%) + 'house_only': 61,314 (1.0%) + 'promo_all': 32,545 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 10,567,165/10,567,231 (100.0%) +Types: int:5,843,754, NoneType:4,723,411 +Null/Empty: null:4,723,411 +Numeric values: 5,843,754 total +Numeric range: min:1, max:140, avg:107.4 +Numeric std dev: 27.9 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 10,567,165/10,567,231 (100.0%) +Types: int:5,843,754, NoneType:4,723,411 +Null/Empty: null:4,723,411 +Numeric values: 5,843,754 total +Numeric range: min:1, max:140, avg:139.1 +Numeric std dev: 8.2 +Unique numbers tracked: 67 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 4,456,811/10,567,231 (42.2%) +Types: str:4,456,811 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'link': 2,037,028 (45.7%) + 'image': 1,337,454 (30.0%) + 'rich:video': 568,401 (12.8%) + 'self': 455,860 (10.2%) + 'hosted:video': 56,559 (1.3%) + 'video': 1,509 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 4,456,811/10,567,231 (42.2%) +Types: dict:4,456,811 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 157,720/10,567,231 (1.5%) +Types: str:157,720 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_7uca4c': 14 (0.0%) + 't3_7ud43h': 12 (0.0%) + 't3_7udo61': 10 (0.0%) + 't3_7ua40e': 7 (0.0%) + 't3_7u6bs7': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 157,720/10,567,231 (1.5%) +Types: list:157,720 +Null/Empty: empty_arr:1,994 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 29,117/10,567,231 (0.3%) +Types: bool:29,117 +Booleans: true:29,117 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 11,176/10,567,231 (0.1%) +Types: NoneType:11,176 +Null/Empty: null:11,176 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 11,176/10,567,231 (0.1%) +Types: NoneType:11,176 +Null/Empty: null:11,176 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 11,176/10,567,231 (0.1%) +Types: str:11,105, NoneType:71 +Null/Empty: null:71 +String length avg: 9.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_skflesz': 67 (0.6%) + 't2_khvval5': 40 (0.4%) + 't2_up2sn1s': 33 (0.3%) + 't2_4en2rkw': 31 (0.3%) + 't2_dx9g8': 31 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 11,176/10,567,231 (0.1%) +Types: NoneType:8,615, str:2,561 +Null/Empty: null:8,615 +String length avg: 22.5 +Unique strings tracked: 985 +Top 5 string values: + 'undefined': 145 (5.7%) + 'reddit.com/r/NetflixViaVPN': 145 (5.7%) + 'www.tiaracle.com': 143 (5.6%) + 'null': 93 (3.6%) + 'www.smiledirectclub.com': 45 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 11,176/10,567,231 (0.1%) +Types: NoneType:11,093, str:83 +Null/Empty: null:11,093 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 47 (56.6%) + 'iframe': 36 (43.4%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 11,176/10,567,231 (0.1%) +Types: NoneType:11,093, str:83 +Null/Empty: null:11,093 +String length avg: 50.0 +Unique strings tracked: 34 +Top 5 string values: + 'https://www.tbs.com/videos/embed/final-space-embed': 15 (18.1%) + 'https://www.youtube.com/watch?v=F9I03XXepiU&fe...': 8 (9.6%) + 'https://d2edvleactrkkb.cloudfront.net/': 6 (7.2%) + 'https://player.wbur.org/endlessthread/2018/01/12/n...': 4 (4.8%) + 'https://player.wbur.org/endlessthread/2018/02/02/a...': 4 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 11,176/10,567,231 (0.1%) +Types: list:11,176 +Null/Empty: empty_arr:11,176 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 11,176/10,567,231 (0.1%) +Types: list:11,176 +Null/Empty: empty_arr:11,176 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 11,176/10,567,231 (0.1%) +Types: str:11,176 +String length avg: 69.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://t.me/CurrentCRNC': 23 (0.2%) + 'https://www.reddit.com/r/Achain_Official/': 21 (0.2%) + 'https://www.theviralswag.com/store/p36/ThatsNoMoon...': 15 (0.1%) + 'https://www.theworldgeneralstore.com/collections/h...': 12 (0.1%) + 'https://www.queerchocolatier.com/valentines-day/va...': 10 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 11,176/10,567,231 (0.1%) +Types: bool:11,176 +Booleans: true:0 (0.0%), false:11,176 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 11,176/10,567,231 (0.1%) +Types: str:11,176 +Null/Empty: empty_str:1,814 +String length avg: 84.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/gPm6_i_X26A2...': 23 (0.2%) + 'https://reddit-image.s3.amazonaws.com/lw_r0YS5qmu3...': 9 (0.1%) + 'https://reddit-image.s3.amazonaws.com/R3wWcMkaM7yI...': 8 (0.1%) + 'https://reddit-image.s3.amazonaws.com/cbfciP3mcdtj...': 8 (0.1%) + 'https://reddit-image.s3.amazonaws.com/wO4Fy97VLdIu...': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 11,176/10,567,231 (0.1%) +Types: NoneType:11,176 +Null/Empty: null:11,176 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 11,176/10,567,231 (0.1%) +Types: dict:11,176 +Null/Empty: empty_obj:11,176 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 11,176/10,567,231 (0.1%) +Types: NoneType:11,176 +Null/Empty: null:11,176 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 11,176/10,567,231 (0.1%) +Types: bool:11,176 +Booleans: true:11,176 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 11,176/10,567,231 (0.1%) +Types: NoneType:11,176 +Null/Empty: null:11,176 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 11,176/10,567,231 (0.1%) +Types: NoneType:11,176 +Null/Empty: null:11,176 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 11,176/10,567,231 (0.1%) +Types: NoneType:11,176 +Null/Empty: null:11,176 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 11,176/10,567,231 (0.1%) +Types: list:11,040, NoneType:136 +Null/Empty: null:136, empty_arr:10,896 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 11,176/10,567,231 (0.1%) +Types: NoneType:11,176 +Null/Empty: null:11,176 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 11,176/10,567,231 (0.1%) +Types: NoneType:11,176 +Null/Empty: null:11,176 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 356/10,567,231 (0.0%) +Types: NoneType:356 +Null/Empty: null:356 + +================================================================================ + +================================================================================ +FILE: RS_2018-03.jsonl +Analysis Time: 2026-01-15 08:26:39 +================================================================================ +Total lines: 12,022,694 +Processed lines: 12,022,694 +Total unique fields: 113 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:0 (0.0%), false:12,022,694 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:12,022,694 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 346 (0.0%) + 'penhil': 10 (0.0%) + 'ImagesOfNetwork': 9 (0.0%) + 'bubblr': 6 (0.0%) + 'DanzaBot': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:6,414,530, NoneType:5,608,164 +Null/Empty: null:5,608,164, empty_str:5,234,239 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 81 (0.0%) + 'hi': 29 (0.0%) + 'flair-default': 24 (0.0%) + 'blue': 19 (0.0%) + 'MURICA': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:6,488,036, NoneType:5,534,658 +Null/Empty: null:5,534,658, empty_str:5,275,759 +String length avg: 18.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 21 (0.0%) + 'Supreme Bot Overlord': 14 (0.0%) + 'Beep Beep Boop': 14 (0.0%) + 'Bot': 13 (0.0%) + 'ASE Master Technician': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:10,226,571 (85.1%), false:1,796,123 (14.9%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:6,348 (0.1%), false:12,016,346 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 12,022,694/12,022,694 (100.0%) +Types: int:12,022,694 +Numeric values: 12,022,694 total +Numeric range: min:1,519,862,400, max:1,522,540,799, avg:1521215103.7 +Numeric std dev: 772341.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 12,022,694/12,022,694 (100.0%) +Types: NoneType:11,966,067, str:56,627 +Null/Empty: null:11,966,067 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 56,578 (99.9%) + 'admin': 49 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:12,022,694 +String length avg: 13.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 422 (0.0%) + 'youtube.com': 87 (0.0%) + 'i.imgur.com': 85 (0.0%) + 'imgur.com': 63 (0.0%) + 'self.AskReddit': 56 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:11,602,290, float:420,404 +Booleans: true:0 (0.0%), false:11,602,290 (100.0%) +Numeric values: 420,404 total +Numeric range: min:1,519,862,619.0, max:1,530,318,393.0, avg:1521238591.8 +Numeric std dev: 766978.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 12,022,694/12,022,694 (100.0%) +Types: int:12,022,694 +Numeric values: 12,022,694 total +Numeric range: min:0, max:69, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 16 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:0 (0.0%), false:12,022,694 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:148,951 (1.2%), false:11,873,743 (98.8%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:12,022,694 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '810wzm': 1 (0.0%) + '810wzn': 1 (0.0%) + '810wzo': 1 (0.0%) + '810wzp': 1 (0.0%) + '810wzq': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:0 (0.0%), false:12,022,694 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:2,037,464 (16.9%), false:9,985,230 (83.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:4,736,751 (39.4%), false:7,285,943 (60.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:109,250 (0.9%), false:11,913,444 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 12,022,694/12,022,694 (100.0%) +Types: NoneType:9,181,752, str:2,840,942 +Null/Empty: null:9,181,752, empty_str:381,700 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 175 (0.0%) + 'question': 128 (0.0%) + 'trade': 78 (0.0%) + 'xbox': 73 (0.0%) + 'help': 57 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 12,022,694/12,022,694 (100.0%) +Types: NoneType:9,119,246, str:2,903,448 +Null/Empty: null:9,119,246, empty_str:198,302 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 146 (0.0%) + 'Question': 91 (0.0%) + 'Trade': 48 (0.0%) + 'Xbox': 40 (0.0%) + 'PS4': 38 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:113,897 (0.9%), false:11,908,797 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 12,022,694/12,022,694 (100.0%) +Types: NoneType:10,759,293, dict:1,263,401 +Null/Empty: null:10,759,293 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 12,022,694/12,022,694 (100.0%) +Types: dict:12,022,694 +Null/Empty: empty_obj:10,863,613 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:7,632,055 (63.5%), false:4,390,639 (36.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 12,022,694/12,022,694 (100.0%) +Types: int:12,022,694 +Numeric values: 12,022,694 total +Numeric range: min:0, max:37,325, avg:7.4 +Numeric std dev: 74.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 12,022,694/12,022,694 (100.0%) +Types: int:12,022,694 +Numeric values: 12,022,694 total +Numeric range: min:0, max:141, avg:0.0 +Numeric std dev: 0.2 +Unique numbers tracked: 47 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:1,000,999 (8.3%), false:11,021,695 (91.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:7,180,560, NoneType:4,842,134 +Null/Empty: null:4,842,134 +String length avg: 8.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,709,676 (79.5%) + 'promo_adult_nsfw': 607,760 (8.5%) + 'promo_specified': 399,057 (5.6%) + 'promo_adult': 142,552 (2.0%) + 'house_only': 141,619 (2.0%) + 'no_ads': 137,485 (1.9%) + 'promo_all': 42,411 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:12,022,694 +String length avg: 67.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/relationships/comments/810wzm/my23f_boyfriend_2...': 1 (0.0%) + '/r/GunsAreCool/comments/810wzn/intoxicated_gunowne...': 1 (0.0%) + '/r/AutoNewspaper/comments/810wzo/world_aussie_bene...': 1 (0.0%) + '/r/Polistan/comments/810wzp/merkel_says_germany_ha...': 1 (0.0%) + '/r/Showerthoughts/comments/810wzq/who_saw_a_chicke...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:0 (0.0%), false:12,022,694 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 12,022,694/12,022,694 (100.0%) +Types: int:12,022,694 +Numeric values: 12,022,694 total +Numeric range: min:1,522,235,720, max:1,530,811,885, avg:1522378447.2 +Numeric std dev: 336100.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 12,022,694/12,022,694 (100.0%) +Types: int:12,022,694 +Numeric values: 12,022,694 total +Numeric range: min:0, max:256,841, avg:61.8 +Numeric std dev: 986.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 12,022,694/12,022,694 (100.0%) +Types: NoneType:10,759,293, dict:1,263,401 +Null/Empty: null:10,759,293 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 12,022,694/12,022,694 (100.0%) +Types: dict:12,022,694 +Null/Empty: empty_obj:10,863,613 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:12,022,694 +Null/Empty: empty_str:6,754,226 +String length avg: 374.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 655 (0.0%) + '[removed]': 311 (0.0%) + 'I have completed an elite treasure trail. + +': 8 (0.0%) + 'I found a crystal triskelion fragment. + +': 5 (0.0%) + 'This was automatically posted.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:9,350,300 (77.8%), false:2,672,394 (22.2%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:62,428 (0.5%), false:11,960,266 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:17,678 (0.1%), false:12,005,016 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:12,022,694 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 30 (0.0%) + 'FortNiteBR': 19 (0.0%) + 'Overwatch': 18 (0.0%) + 'funny': 13 (0.0%) + 'Showerthoughts': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:12,022,694 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 30 (0.0%) + 't5_3oeyf': 19 (0.0%) + 't5_2u5kl': 18 (0.0%) + 't5_2qh33': 13 (0.0%) + 't5_2szyo': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 12,022,694/12,022,694 (100.0%) +Types: int:12,022,694 +Numeric values: 12,022,694 total +Numeric range: min:0, max:23,282,296, avg:1393613.9 +Numeric std dev: 4400637.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:12,022,694 +String length avg: 6.4 +Unique strings tracked: 5 +String values distribution: + 'public': 10,127,960 (84.2%) + 'restricted': 1,353,268 (11.3%) + 'user': 541,257 (4.5%) + 'private': 177 (0.0%) + 'gold_restricted': 32 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 12,022,694/12,022,694 (100.0%) +Types: NoneType:10,340,367, str:1,682,327 +Null/Empty: null:10,340,367 +String length avg: 5.3 +Unique strings tracked: 7 +String values distribution: + 'confidence': 627,057 (37.3%) + 'qa': 549,618 (32.7%) + 'new': 301,950 (17.9%) + 'top': 186,279 (11.1%) + 'old': 12,561 (0.7%) + 'controversial': 4,737 (0.3%) + 'random': 125 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:12,022,614, NoneType:80 +Null/Empty: null:80 +String length avg: 29.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,364 (0.0%) + 'self': 1,072 (0.0%) + 'nsfw': 163 (0.0%) + 'image': 48 (0.0%) + 'spoiler': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:12,022,694 +Null/Empty: empty_str:1 +String length avg: 55.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Hard': 5 (0.0%) + 'Super Mario Odyssey - FINALE Part 2: Bowser's True...': 4 (0.0%) + 'Weird Lights': 4 (0.0%) + 'I irl': 4 (0.0%) + '[f]House work with no pants! Squats are paying off': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:12,022,694 +String length avg: 73.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://thumbs.gfycat.com/OptimalFlamboyantFlatcoa...': 5 (0.0%) + 'https://www.youtube.com/watch?v=TU2MYahPEcI': 4 (0.0%) + 'https://i.imgur.com/qrP6sKo.jpg': 3 (0.0%) + 'https://i.redd.it/50gopx5rl1j01.jpg': 3 (0.0%) + 'https://images.adsttc.com/media/images/5a20/10c0/b...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:7,180,560, NoneType:4,842,134 +Null/Empty: null:4,842,134 +String length avg: 8.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,576,952 (77.7%) + 'promo_adult_nsfw': 782,431 (10.9%) + 'promo_specified': 399,057 (5.6%) + 'house_only': 141,619 (2.0%) + 'no_ads': 137,485 (1.9%) + 'promo_adult': 101,966 (1.4%) + 'promo_all': 41,050 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 12,022,614/12,022,694 (100.0%) +Types: int:6,720,119, NoneType:5,302,495 +Null/Empty: null:5,302,495 +Numeric values: 6,720,119 total +Numeric range: min:1, max:140, avg:107.4 +Numeric std dev: 28.2 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 12,022,614/12,022,694 (100.0%) +Types: int:6,720,119, NoneType:5,302,495 +Null/Empty: null:5,302,495 +Numeric values: 6,720,119 total +Numeric range: min:1, max:140, avg:138.7 +Numeric std dev: 9.9 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 12,013,112/12,022,694 (99.9%) +Types: bool:12,013,112 +Booleans: true:5,708,233 (47.5%), false:6,304,879 (52.5%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 5,114,744/12,022,694 (42.5%) +Types: str:5,114,744 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'link': 2,328,309 (45.5%) + 'image': 1,597,924 (31.2%) + 'rich:video': 629,212 (12.3%) + 'self': 486,029 (9.5%) + 'hosted:video': 70,695 (1.4%) + 'video': 2,575 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 5,114,744/12,022,694 (42.5%) +Types: dict:5,114,744 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 203,951/12,022,694 (1.7%) +Types: str:203,951 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_80zpn2': 24 (0.0%) + 't3_80zz5q': 18 (0.0%) + 't3_80xg4n': 11 (0.0%) + 't3_8118t6': 9 (0.0%) + 't3_8121bj': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 203,951/12,022,694 (1.7%) +Types: list:203,951 +Null/Empty: empty_arr:1,179 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 44,441/12,022,694 (0.4%) +Types: bool:44,441 +Booleans: true:44,441 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 13,133/12,022,694 (0.1%) +Types: NoneType:13,133 +Null/Empty: null:13,133 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 13,133/12,022,694 (0.1%) +Types: NoneType:13,133 +Null/Empty: null:13,133 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 13,133/12,022,694 (0.1%) +Types: str:13,086, NoneType:47 +Null/Empty: null:47 +String length avg: 9.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_d6m2q36': 76 (0.6%) + 't2_e42lc': 42 (0.3%) + 't2_nxktmxn': 33 (0.3%) + 't2_16nwb7b': 27 (0.2%) + 't2_h434x8x': 25 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 13,133/12,022,694 (0.1%) +Types: str:9,119, NoneType:4,014 +Null/Empty: null:4,014 +String length avg: 25.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'www.tiaracle.com': 42 (0.5%) + 'https://cloudgodstar.com/Freecam': 28 (0.3%) + 'www.cwtv.com': 24 (0.3%) + 'Digify.com': 24 (0.3%) + 'www.hulu.com': 23 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 13,133/12,022,694 (0.1%) +Types: NoneType:13,007, str:126 +Null/Empty: null:13,007 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 98 (77.8%) + 'iframe': 28 (22.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 13,133/12,022,694 (0.1%) +Types: NoneType:13,007, str:126 +Null/Empty: null:13,007 +String length avg: 50.8 +Unique strings tracked: 58 +Top 5 string values: + 'https://www.youtube.com/watch?v=LgoNM5UOnhw': 25 (19.8%) + 'https://i.redditmedia.com/PJvXHU9OKnIDtobSeF_-k6wL...': 7 (5.6%) + 'https://www.youtube.com/watch?v=8JlL5LKBlDw': 6 (4.8%) + 'https://i.redd.it/odd6z73uyen01.jpg': 5 (4.0%) + 'https://i.redd.it/pk3i8wiqyen01.jpg': 4 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 13,133/12,022,694 (0.1%) +Types: list:13,133 +Null/Empty: empty_arr:13,133 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 13,133/12,022,694 (0.1%) +Types: list:13,133 +Null/Empty: empty_arr:13,133 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 13,133/12,022,694 (0.1%) +Types: str:13,133 +String length avg: 76.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://cloudgodstar.com/Freecam': 29 (0.2%) + 'https://app.adjust.com/zgefnx': 19 (0.1%) + 'https://bs.serving-sys.com/serving/adServer.bs?cn=...': 15 (0.1%) + 'https://www.wealthsimple.com/reddit': 13 (0.1%) + 'https://www.tiaracle.com/collections/antarctica': 13 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 13,133/12,022,694 (0.1%) +Types: bool:13,133 +Booleans: true:0 (0.0%), false:13,133 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 13,133/12,022,694 (0.1%) +Types: str:13,133 +Null/Empty: empty_str:1,841 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/sIjmxa7uZP9A...': 13 (0.1%) + 'https://reddit-image.s3.amazonaws.com/cZ6-osQ9DgM_...': 13 (0.1%) + 'https://reddit-image.s3.amazonaws.com/zW4xviVfqd4V...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/pUqeSi2xHHoF...': 11 (0.1%) + 'https://reddit-image.s3.amazonaws.com/vnioh6lBNbUW...': 8 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 13,133/12,022,694 (0.1%) +Types: NoneType:13,133 +Null/Empty: null:13,133 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 13,133/12,022,694 (0.1%) +Types: dict:13,133 +Null/Empty: empty_obj:13,133 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 13,133/12,022,694 (0.1%) +Types: NoneType:13,133 +Null/Empty: null:13,133 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 13,133/12,022,694 (0.1%) +Types: bool:13,133 +Booleans: true:13,133 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 13,133/12,022,694 (0.1%) +Types: NoneType:13,133 +Null/Empty: null:13,133 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 13,133/12,022,694 (0.1%) +Types: NoneType:13,133 +Null/Empty: null:13,133 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 13,133/12,022,694 (0.1%) +Types: NoneType:13,133 +Null/Empty: null:13,133 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 13,133/12,022,694 (0.1%) +Types: list:12,880, NoneType:253 +Null/Empty: null:253, empty_arr:12,656 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 13,133/12,022,694 (0.1%) +Types: NoneType:13,133 +Null/Empty: null:13,133 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 13,133/12,022,694 (0.1%) +Types: NoneType:13,133 +Null/Empty: null:13,133 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:9,582 +Null/Empty: null:9,582 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:7,749, str:1,833 +Null/Empty: null:7,749, empty_str:1,833 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:9,582 +Null/Empty: null:9,582 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:7,749, str:1,833 +Null/Empty: null:7,749 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 1,833 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:9,582 +Null/Empty: null:9,582 + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:9,582 +Null/Empty: null:9,582 + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 9,582/12,022,694 (0.1%) +Types: bool:9,582 +Booleans: true:0 (0.0%), false:9,582 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:9,561, list:21 +Null/Empty: null:9,561 + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 9,582/12,022,694 (0.1%) +Types: float:9,582 +Numeric values: 9,582 total +Numeric range: min:1,519,891,200.0, max:1,522,569,248.0, avg:1521047947.6 +Numeric std dev: 814341.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 9,582/12,022,694 (0.1%) +Types: int:9,582 +Numeric values: 9,582 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 9,582 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 9,582/12,022,694 (0.1%) +Types: bool:9,582 +Booleans: true:0 (0.0%), false:9,582 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:9,582 +Null/Empty: null:9,582 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 9,582/12,022,694 (0.1%) +Types: list:9,582 +Null/Empty: empty_arr:6,355 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 9,582/12,022,694 (0.1%) +Types: str:9,582 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 8,989 (93.8%) + 'light': 593 (6.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 9,582/12,022,694 (0.1%) +Types: str:9,582 +String length avg: 5.3 +Unique strings tracked: 2 +String values distribution: + 'text': 6,355 (66.3%) + 'richtext': 3,227 (33.7%) + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 9,582/12,022,694 (0.1%) +Types: bool:9,582 +Booleans: true:0 (0.0%), false:9,582 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 9,582/12,022,694 (0.1%) +Types: list:9,582 +Null/Empty: empty_arr:9,582 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 9,582/12,022,694 (0.1%) +Types: str:9,582 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_810wzm': 1 (0.0%) + 't3_810wzn': 1 (0.0%) + 't3_810wzo': 1 (0.0%) + 't3_810wzp': 1 (0.0%) + 't3_810wzq': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:9,582 +Null/Empty: null:9,582 + +──────────────────────────────────────────────────────────── +FIELD: post_categories Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:9,582 +Null/Empty: null:9,582 + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:6,874, int:2,708 +Null/Empty: null:6,874 +Numeric values: 2,708 total +Numeric range: min:0, max:6, avg:3.7 +Numeric std dev: 2.6 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 1,443 (53.3%) + 0: 765 (28.2%) + 3: 429 (15.8%) + 1: 65 (2.4%) + 5: 6 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:9,582 +Null/Empty: null:9,582 + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:9,582 +Null/Empty: null:9,582 + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 9,582/12,022,694 (0.1%) +Types: str:9,582 +String length avg: 8.0 +Unique strings tracked: 2 +String values distribution: + 'markdown': 8,686 (90.6%) + 'richtext': 896 (9.4%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 9,582/12,022,694 (0.1%) +Types: bool:9,582 +Booleans: true:0 (0.0%), false:9,582 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 9,582/12,022,694 (0.1%) +Types: str:5,159, NoneType:4,423 +Null/Empty: null:4,423 +String length avg: 488.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 612 (11.9%) + '<!-- SC_OFF --><div class="md"><p&g...': 275 (5.3%) + '<!-- SC_OFF --><div class="md"><p&g...': 245 (4.7%) + '<!-- SC_OFF --><div class="md"><p&g...': 11 (0.2%) + '<!-- SC_OFF --><div class="md"><p&g...': 8 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 9,582/12,022,694 (0.1%) +Types: int:9,582 +Numeric values: 9,582 total +Numeric range: min:0, max:6,012, avg:11.1 +Numeric std dev: 95.5 +Unique numbers tracked: 225 + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 9,582/12,022,694 (0.1%) +Types: list:9,582 +Null/Empty: empty_arr:9,582 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 9,582/12,022,694 (0.1%) +Types: bool:9,582 +Booleans: true:0 (0.0%), false:9,582 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:6,874, int:2,708 +Null/Empty: null:6,874 +Numeric values: 2,708 total +Numeric range: min:0, max:6, avg:3.7 +Numeric std dev: 2.6 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 1,432 (52.9%) + 0: 765 (28.2%) + 3: 440 (16.2%) + 1: 65 (2.4%) + 5: 6 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 7,749/12,022,694 (0.1%) +Types: list:7,749 +Null/Empty: empty_arr:7,749 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 7,749/12,022,694 (0.1%) +Types: str:7,749 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 7,749 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 3,244/12,022,694 (0.0%) +Types: str:3,244 +Null/Empty: empty_str:2,199 +String length avg: 7.0 +Unique strings tracked: 26 +Top 5 string values: + '#ff2f04': 407 (38.9%) + '#f8ea90': 199 (19.0%) + '#ff2c02': 140 (13.4%) + '#0cd8a0': 125 (12.0%) + '#f7e890': 65 (6.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 2,350/12,022,694 (0.0%) +Types: str:2,341, NoneType:9 +Null/Empty: null:9 +String length avg: 36.0 +Unique strings tracked: 259 +Top 5 string values: + 'e5de98d4-8127-11e7-a198-0e73a577fa64': 407 (17.4%) + 'cf19fa76-d859-11e5-ad72-0eefdae5c38b': 327 (14.0%) + 'be729300-82ac-11e7-82ef-0e3fbaac8b8e': 199 (8.5%) + 'b2f0b8c2-82ac-11e7-b442-0ea2e77b6c5c': 140 (6.0%) + 'b7fcb9f6-82ac-11e7-a437-0e4f0f307aee': 125 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 633/12,022,694 (0.0%) +Types: NoneType:633 +Null/Empty: null:633 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 32/12,022,694 (0.0%) +Types: str:32 +String length avg: 7.7 +Unique strings tracked: 5 +String values distribution: + 'Install': 12 (37.5%) + 'Download': 12 (37.5%) + 'Shop Now': 5 (15.6%) + 'View More': 2 (6.2%) + 'Sign Up': 1 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: previous_visits Occurrence: 24/12,022,694 (0.0%) +Types: list:24 +Null/Empty: empty_arr:24 + +================================================================================ + +================================================================================ +FILE: RS_2018-04.jsonl +Analysis Time: 2026-01-15 08:48:33 +================================================================================ +Total lines: 11,997,150 +Processed lines: 11,997,150 +Total unique fields: 112 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,997,150 +Null/Empty: null:11,997,150 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:9 (0.0%), false:11,997,141 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 320 (0.0%) + 'transcribersofreddit': 10 (0.0%) + 'GingerPow': 8 (0.0%) + 'removalbot': 8 (0.0%) + 'Tengamesget': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:9,695,161, str:2,301,989 +Null/Empty: null:9,695,161, empty_str:2,301,989 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,997,150 +Null/Empty: null:11,997,150 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,997,150 +Null/Empty: null:11,997,150 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,997,150 +Null/Empty: null:11,997,150 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:9,695,161, str:2,301,989 +Null/Empty: null:9,695,161 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 2,301,989 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,997,150 +Null/Empty: null:11,997,150 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:9,695,161 (80.8%), false:2,301,989 (19.2%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,995,242, str:1,908 +Null/Empty: null:11,995,242 +String length avg: 6.9 +Unique strings tracked: 14 +Top 5 string values: + 'art': 303 (15.9%) + 'videos': 272 (14.3%) + 'pics_and_gifs': 180 (9.4%) + 'animals': 168 (8.8%) + 'video_games': 159 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:0 (0.0%), false:11,997,150 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,797,423, list:199,727 +Null/Empty: null:11,797,423 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:6,426 (0.1%), false:11,990,724 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 11,997,150/11,997,150 (100.0%) +Types: float:11,997,150 +Numeric values: 11,997,150 total +Numeric range: min:1,522,569,600.0, max:1,525,161,599.0, avg:1523818599.7 +Numeric std dev: 760375.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:11,997,150 +Numeric values: 11,997,150 total +Numeric range: min:1,522,540,800, max:1,525,132,799, avg:1523789799.7 +Numeric std dev: 760323.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,936,840, str:60,310 +Null/Empty: null:11,936,840 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 60,269 (99.9%) + 'admin': 41 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 582 (0.0%) + 'youtube.com': 112 (0.0%) + 'i.imgur.com': 94 (0.0%) + 'imgur.com': 82 (0.0%) + 'reddit.com': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:11,997,150 +Numeric values: 11,997,150 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 11,997,150 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,578,183, float:418,967 +Booleans: true:0 (0.0%), false:11,578,183 (100.0%) +Numeric values: 418,967 total +Numeric range: min:1,522,541,111.0, max:1,529,662,030.0, avg:1523937862.9 +Numeric std dev: 901290.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:11,997,150 +Numeric values: 11,997,150 total +Numeric range: min:0, max:34, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 11,991,938 (100.0%) + 1: 4,802 (0.0%) + 2: 294 (0.0%) + 3: 63 (0.0%) + 4: 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:0 (0.0%), false:11,997,150 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:5,028 (0.0%), false:11,992,122 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '88msy8': 1 (0.0%) + '88msy9': 1 (0.0%) + '88msya': 1 (0.0%) + '88msyd': 1 (0.0%) + '88msye': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:0 (0.0%), false:11,997,150 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:3,811 (0.0%), false:11,993,339 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:2,117,169 (17.6%), false:9,879,981 (82.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:4,679,812 (39.0%), false:7,317,338 (61.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:117,169 (1.0%), false:11,879,981 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,997,150 +Null/Empty: null:11,997,150 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:9,219,365, str:2,777,785 +Null/Empty: null:9,219,365, empty_str:320,783 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 196 (0.0%) + 'question': 92 (0.0%) + 'xbox': 69 (0.0%) + 'psn': 54 (0.0%) + 'removed': 54 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 11,997,150/11,997,150 (100.0%) +Types: list:11,997,150 +Null/Empty: empty_arr:9,357,051 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:9,160,705, str:2,836,445 +Null/Empty: null:9,160,705, empty_str:196,346 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 139 (0.0%) + 'Question': 90 (0.0%) + 'Xbox': 40 (0.0%) + 'PS4': 36 (0.0%) + 'M4F': 34 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 11,796,745 (98.3%) + 'light': 200,405 (1.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 4.9 +Unique strings tracked: 2 +String values distribution: + 'text': 9,357,051 (78.0%) + 'richtext': 2,640,099 (22.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:117,744 (1.0%), false:11,879,406 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:10,398,347, dict:1,598,803 +Null/Empty: null:10,398,347 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 11,997,150/11,997,150 (100.0%) +Types: dict:11,997,150 +Null/Empty: empty_obj:10,510,796 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:1 (0.0%), false:11,997,149 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 11,997,150/11,997,150 (100.0%) +Types: list:11,997,150 +Null/Empty: empty_arr:11,997,150 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_88msy8': 1 (0.0%) + 't3_88msy9': 1 (0.0%) + 't3_88msya': 1 (0.0%) + 't3_88msyd': 1 (0.0%) + 't3_88msye': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:7,346,089 (61.2%), false:4,651,061 (38.8%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:11,997,150 +Numeric values: 11,997,150 total +Numeric range: min:0, max:73,881, avg:7.8 +Numeric std dev: 84.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:11,997,150 +Numeric values: 11,997,150 total +Numeric range: min:0, max:149, avg:0.0 +Numeric std dev: 0.3 +Unique numbers tracked: 58 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,997,150 +Null/Empty: null:11,997,150 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:1,058,063 (8.8%), false:10,939,087 (91.2%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:7,160,663, NoneType:4,836,487 +Null/Empty: null:4,836,487 +String length avg: 8.4 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,608,761 (78.3%) + 'promo_adult_nsfw': 626,146 (8.7%) + 'promo_specified': 414,955 (5.8%) + 'no_ads': 174,676 (2.4%) + 'house_only': 149,009 (2.1%) + 'promo_adult': 145,360 (2.0%) + 'promo_all': 41,756 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 66.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/PokemonCreate/comments/88msy8/pokerequest_genga...': 1 (0.0%) + '/r/AndroidQuestions/comments/88msy9/how_do_you_scr...': 1 (0.0%) + '/r/NoStupidQuestions/comments/88msya/why_is_there_...': 1 (0.0%) + '/r/nosleep/comments/88msyd/dumb_things_we_kids_do/': 1 (0.0%) + '/r/Warhammer40k/comments/88msye/anyone_with_real_l...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:0 (0.0%), false:11,997,150 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_categories Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,997,150 +Null/Empty: null:11,997,150 + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:7,160,663, NoneType:4,836,487 +Null/Empty: null:4,836,487 +Numeric values: 7,160,663 total +Numeric range: min:0, max:6, avg:5.1 +Numeric std dev: 1.8 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 5,608,761 (78.3%) + 1: 709,324 (9.9%) + 3: 626,146 (8.7%) + 0: 174,676 (2.4%) + 5: 41,756 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,996,459, str:691 +Null/Empty: null:11,996,459 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 691 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,997,150 +Null/Empty: null:11,997,150 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:11,997,150 +Numeric values: 11,997,150 total +Numeric range: min:1,529,527,557, max:1,530,941,320, avg:1529595544.1 +Numeric std dev: 46311.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 8.0 +Unique strings tracked: 2 +String values distribution: + 'markdown': 11,878,117 (99.0%) + 'richtext': 119,033 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:0 (0.0%), false:11,997,150 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:11,997,150 +Numeric values: 11,997,150 total +Numeric range: min:0, max:173,052, avg:64.8 +Numeric std dev: 973.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:10,398,347, dict:1,598,803 +Null/Empty: null:10,398,347 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 11,997,150/11,997,150 (100.0%) +Types: dict:11,997,150 +Null/Empty: empty_obj:10,510,796 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +Null/Empty: empty_str:6,529,606 +String length avg: 340.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 685 (0.0%) + '[removed]': 330 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'April fools!': 3 (0.0%) + ' ': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:6,529,608, str:5,467,542 +Null/Empty: null:6,529,608 +String length avg: 525.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 685 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 330 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 3 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 3 (0.0%) + '<!-- SC_OFF --><div class="md"></di...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:9,392,812 (78.3%), false:2,604,338 (21.7%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:72,829 (0.6%), false:11,924,321 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:8,416 (0.1%), false:11,988,734 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'FortNiteBR': 45 (0.0%) + 'AskReddit': 41 (0.0%) + 'me_irl': 17 (0.0%) + 'RocketLeagueExchange': 16 (0.0%) + 'Ice_Poseidon': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_3oeyf': 45 (0.0%) + 't5_2qh1i': 41 (0.0%) + 't5_2vegg': 17 (0.0%) + 't5_3g4tc': 16 (0.0%) + 't5_3aelr': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:11,997,150 +Numeric values: 11,997,150 total +Numeric range: min:0, max:25,951,972, avg:1452610.4 +Numeric std dev: 4513365.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 6.4 +Unique strings tracked: 6 +String values distribution: + 'public': 10,139,203 (84.5%) + 'restricted': 1,467,063 (12.2%) + 'user': 390,773 (3.3%) + 'private': 71 (0.0%) + 'gold_restricted': 32 (0.0%) + 'archived': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:10,465,470, str:1,531,680 +Null/Empty: null:10,465,470 +String length avg: 5.6 +Unique strings tracked: 8 +String values distribution: + 'confidence': 617,389 (40.3%) + 'qa': 397,774 (26.0%) + 'new': 287,694 (18.8%) + 'top': 213,480 (13.9%) + 'old': 12,011 (0.8%) + 'controversial': 3,201 (0.2%) + 'random': 130 (0.0%) + 'live': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 27.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,446 (0.0%) + 'self': 1,104 (0.0%) + 'nsfw': 155 (0.0%) + 'image': 38 (0.0%) + 'spoiler': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:6,396,990, NoneType:5,600,160 +Null/Empty: null:5,600,160 +Numeric values: 6,396,990 total +Numeric range: min:1, max:140, avg:108.1 +Numeric std dev: 28.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:6,396,990, NoneType:5,600,160 +Null/Empty: null:5,600,160 +Numeric values: 6,396,990 total +Numeric range: min:1, max:140, avg:139.1 +Numeric std dev: 8.4 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +Null/Empty: empty_str:60 +String length avg: 54.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'me irl': 5 (0.0%) + 'me_irl': 3 (0.0%) + 'Messy baby mouse': 3 (0.0%) + 'What's Wrong with Capitalism (Part 2) | ContraPoin...': 3 (0.0%) + 'Time To Cut-Off The Terror-Supporting Palestinian’...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:11,997,150 +Numeric values: 11,997,150 total +Numeric range: min:0, max:173,052, avg:64.8 +Numeric std dev: 973.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 71.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://gfycat.com/ColorlessPerkyBlackpanther': 3 (0.0%) + 'https://evansnewsreport.wordpress.com/2018/03/31/t...': 3 (0.0%) + 'https://calltothepen.com/2018/03/31/phillies-doubl...': 2 (0.0%) + 'https://wccftech.com/amd-project-canis-flagship-in...': 2 (0.0%) + 'https://gfycat.com/gifs/detail/wholedetailedhoneye...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 11,997,150/11,997,150 (100.0%) +Types: list:11,997,150 +Null/Empty: empty_arr:11,997,150 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:0 (0.0%), false:11,997,150 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:7,160,663, NoneType:4,836,487 +Null/Empty: null:4,836,487 +String length avg: 8.4 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,561,323 (77.7%) + 'promo_adult_nsfw': 685,070 (9.6%) + 'promo_specified': 414,955 (5.8%) + 'no_ads': 174,676 (2.4%) + 'house_only': 149,009 (2.1%) + 'promo_adult': 134,409 (1.9%) + 'promo_all': 41,221 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:7,160,663, NoneType:4,836,487 +Null/Empty: null:4,836,487 +Numeric values: 7,160,663 total +Numeric range: min:0, max:6, avg:5.1 +Numeric std dev: 1.8 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 5,561,323 (77.7%) + 1: 698,373 (9.8%) + 3: 685,070 (9.6%) + 0: 174,676 (2.4%) + 5: 41,221 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 9,695,161/11,997,150 (80.8%) +Types: list:9,695,161 +Null/Empty: empty_arr:9,695,161 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 9,695,161/11,997,150 (80.8%) +Types: str:9,695,161 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 9,695,161 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 4,628,486/11,997,150 (38.6%) +Types: str:4,628,486 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'link': 2,034,327 (44.0%) + 'image': 1,541,753 (33.3%) + 'rich:video': 548,519 (11.9%) + 'self': 427,484 (9.2%) + 'hosted:video': 72,671 (1.6%) + 'video': 3,732 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 4,628,486/11,997,150 (38.6%) +Types: dict:4,628,486 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 2,851,510/11,997,150 (23.8%) +Types: str:2,851,510 +Null/Empty: empty_str:2,572,112 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#e50000': 22,132 (7.9%) + '#ffb000': 5,545 (2.0%) + '#ea0027': 2,184 (0.8%) + '#ff66ac': 1,490 (0.5%) + '#94e044': 1,269 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 1,493,936/11,997,150 (12.5%) +Types: str:1,471,650, NoneType:22,286 +Null/Empty: null:22,286 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 27 (0.0%) + 'a3b539c8-99bc-11e3-9cd6-12313d1661cc': 15 (0.0%) + '9c53efac-cd94-11e7-8824-0eba7e80ccec': 14 (0.0%) + 'e547d076-987e-11e1-a305-12313b08a441': 13 (0.0%) + 'f604f130-3541-11e8-aea3-0e223a971552': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 206,554/11,997,150 (1.7%) +Types: str:206,554 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_88ll08': 23 (0.0%) + 't3_88l3x8': 12 (0.0%) + 't3_88n3jn': 12 (0.0%) + 't3_88n2td': 11 (0.0%) + 't3_88macy': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 206,554/11,997,150 (1.7%) +Types: list:206,554 +Null/Empty: empty_arr:1,489 + +──────────────────────────────────────────────────────────── +FIELD: previous_visits Occurrence: 196,601/11,997,150 (1.6%) +Types: list:196,601 +Null/Empty: empty_arr:195,135 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 34,574/11,997,150 (0.3%) +Types: bool:34,574 +Booleans: true:34,574 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 12,392/11,997,150 (0.1%) +Types: NoneType:12,392 +Null/Empty: null:12,392 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 12,392/11,997,150 (0.1%) +Types: NoneType:12,392 +Null/Empty: null:12,392 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 12,392/11,997,150 (0.1%) +Types: str:12,297, NoneType:95 +Null/Empty: null:95 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_11heka': 94 (0.8%) + 't2_14bj7v': 67 (0.5%) + 't2_x26g20h': 40 (0.3%) + 't2_h434x8x': 38 (0.3%) + 't2_40kc9': 36 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 12,392/11,997,150 (0.1%) +Types: str:8,663, NoneType:3,729 +Null/Empty: null:3,729 +String length avg: 24.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/NetflixViaVPN': 117 (1.4%) + 'yakuza.sega.com/experience': 53 (0.6%) + 'Displate.com': 37 (0.4%) + 'www.peertal.com': 36 (0.4%) + 'Prep101.com': 29 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 12,392/11,997,150 (0.1%) +Types: NoneType:12,310, str:82 +Null/Empty: null:12,310 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 75 (91.5%) + 'iframe': 7 (8.5%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 12,392/11,997,150 (0.1%) +Types: NoneType:12,310, str:82 +Null/Empty: null:12,310 +String length avg: 43.2 +Unique strings tracked: 40 +Top 5 string values: + 'https://www.youtube.com/watch?v=QMe_f1fkGc8': 15 (18.3%) + 'https://youtu.be/KeIDHmVfijs': 6 (7.3%) + 'https://youtu.be/VIJY6B1pXT0': 6 (7.3%) + 'https://www.youtube.com/watch?v=pVQFWvm_fbU': 5 (6.1%) + 'https://youtu.be/zsTmD2Xlwro': 3 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 12,392/11,997,150 (0.1%) +Types: list:12,392 +Null/Empty: empty_arr:12,392 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 12,392/11,997,150 (0.1%) +Types: list:12,392 +Null/Empty: empty_arr:12,392 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 12,392/11,997,150 (0.1%) +Types: str:12,392 +String length avg: 78.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://pollpass.com?redirect_type=adtracking&...': 30 (0.2%) + 'https://itunes.apple.com/us/app/peertal/id12389921...': 24 (0.2%) + 'https://www.reddit.com/r/TIME4SWEEPS/': 15 (0.1%) + 'https://www.reddit.com/r/NetflixViaVPN/': 13 (0.1%) + 'https://www.fmmotorparts.com/garage-gurus.html?utm...': 10 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 12,392/11,997,150 (0.1%) +Types: bool:12,392 +Booleans: true:0 (0.0%), false:12,392 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 12,392/11,997,150 (0.1%) +Types: str:12,392 +Null/Empty: empty_str:1,454 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/H4WWm5cBdEPM...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/EWDKEeoSLEUw...': 11 (0.1%) + 'https://reddit-image.s3.amazonaws.com/VsmgpzRbv3D4...': 4 (0.0%) + 'https://reddit-image.s3.amazonaws.com/9Ifl-C3vJnTL...': 4 (0.0%) + 'https://reddit-image.s3.amazonaws.com/-1w5v7Igj8kJ...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 12,392/11,997,150 (0.1%) +Types: NoneType:12,392 +Null/Empty: null:12,392 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 12,392/11,997,150 (0.1%) +Types: dict:12,392 +Null/Empty: empty_obj:12,392 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 12,392/11,997,150 (0.1%) +Types: NoneType:12,392 +Null/Empty: null:12,392 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 12,392/11,997,150 (0.1%) +Types: bool:12,392 +Booleans: true:12,392 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 12,392/11,997,150 (0.1%) +Types: NoneType:12,392 +Null/Empty: null:12,392 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 12,392/11,997,150 (0.1%) +Types: NoneType:12,392 +Null/Empty: null:12,392 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 12,392/11,997,150 (0.1%) +Types: NoneType:12,392 +Null/Empty: null:12,392 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 12,392/11,997,150 (0.1%) +Types: list:12,126, NoneType:266 +Null/Empty: null:266, empty_arr:11,882 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 12,392/11,997,150 (0.1%) +Types: NoneType:12,392 +Null/Empty: null:12,392 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 12,392/11,997,150 (0.1%) +Types: NoneType:12,392 +Null/Empty: null:12,392 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 7,065/11,997,150 (0.1%) +Types: NoneType:7,065 +Null/Empty: null:7,065 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 13/11,997,150 (0.0%) +Types: str:13 +String length avg: 8.5 +Unique strings tracked: 8 +String values distribution: + 'Install': 2 (15.4%) + 'Shop Now': 2 (15.4%) + 'Download': 2 (15.4%) + 'View More': 2 (15.4%) + 'Sign Up': 2 (15.4%) + 'Get a Quote': 1 (7.7%) + 'Watch Now': 1 (7.7%) + 'Get Showtimes': 1 (7.7%) + +================================================================================ + +================================================================================ +FILE: RS_2018-05.jsonl +Analysis Time: 2026-01-15 09:10:51 +================================================================================ +Total lines: 12,079,652 +Processed lines: 12,079,652 +Total unique fields: 113 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:12,079,652 +Null/Empty: null:12,079,652 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:0 (0.0%), false:12,079,652 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 297 (0.0%) + 'ACCIDENTAL_HAIKU_BOT': 24 (0.0%) + 'nox661': 12 (0.0%) + 'autotldr': 8 (0.0%) + 'jeff98379': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:9,947,922, str:2,131,730 +Null/Empty: null:9,947,922, empty_str:2,131,730 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:12,079,652 +Null/Empty: null:12,079,652 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:12,079,652 +Null/Empty: null:12,079,652 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:12,079,652 +Null/Empty: null:12,079,652 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:9,947,922, str:2,131,730 +Null/Empty: null:9,947,922 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 2,131,730 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:12,079,652 +Null/Empty: null:12,079,652 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:9,947,922 (82.4%), false:2,131,730 (17.6%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:12,071,228, str:8,424 +Null/Empty: null:12,071,228 +String length avg: 7.3 +Unique strings tracked: 14 +Top 5 string values: + 'art': 1,327 (15.8%) + 'videos': 1,250 (14.8%) + 'entertainment': 874 (10.4%) + 'pics_and_gifs': 849 (10.1%) + 'animals': 734 (8.7%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:0 (0.0%), false:12,079,652 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:11,872,063, list:207,589 +Null/Empty: null:11,872,063 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:6,851 (0.1%), false:12,072,801 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 12,079,652/12,079,652 (100.0%) +Types: float:12,079,652 +Numeric values: 12,079,652 total +Numeric range: min:1,525,161,600.0, max:1,527,839,999.0, avg:1526512242.6 +Numeric std dev: 779424.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:12,079,652 +Numeric values: 12,079,652 total +Numeric range: min:1,525,132,800, max:1,527,811,199, avg:1526483442.6 +Numeric std dev: 779374.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:12,014,193, str:65,459 +Null/Empty: null:12,014,193 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 65,421 (99.9%) + 'admin': 38 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 13.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 516 (0.0%) + 'i.imgur.com': 96 (0.0%) + 'youtube.com': 96 (0.0%) + 'imgur.com': 86 (0.0%) + 'self.AskReddit': 62 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:12,079,652 +Numeric values: 12,079,652 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 12,079,652 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:11,651,388, float:428,264 +Booleans: true:0 (0.0%), false:11,651,388 (100.0%) +Numeric values: 428,264 total +Numeric range: min:1,525,132,955.0, max:1,530,753,928.0, avg:1526572943.1 +Numeric std dev: 831753.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:12,079,652 +Numeric values: 12,079,652 total +Numeric range: min:0, max:44, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 19 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:0 (0.0%), false:12,079,652 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:6,287 (0.1%), false:12,073,365 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '8g45da': 1 (0.0%) + '8g45db': 1 (0.0%) + '8g45dc': 1 (0.0%) + '8g45dd': 1 (0.0%) + '8g45de': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:0 (0.0%), false:12,079,652 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:12,702 (0.1%), false:12,066,950 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:2,258,337 (18.7%), false:9,821,315 (81.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:4,967,399 (41.1%), false:7,112,253 (58.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:130,685 (1.1%), false:11,948,967 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:12,079,652 +Null/Empty: null:12,079,652 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:9,181,669, str:2,897,983 +Null/Empty: null:9,181,669, empty_str:343,770 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 189 (0.0%) + 'question': 79 (0.0%) + 'xbox': 71 (0.0%) + 'media': 51 (0.0%) + 'help': 50 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 12,079,652/12,079,652 (100.0%) +Types: list:12,079,652 +Null/Empty: empty_arr:9,312,481 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:9,112,927, str:2,966,725 +Null/Empty: null:9,112,927, empty_str:199,554 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 114 (0.0%) + 'Question': 89 (0.0%) + 'Xbox': 45 (0.0%) + 'DISCUSSION': 35 (0.0%) + 'Image': 34 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 11,739,263 (97.2%) + 'light': 340,389 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 4.9 +Unique strings tracked: 2 +String values distribution: + 'text': 9,312,481 (77.1%) + 'richtext': 2,767,171 (22.9%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:127,654 (1.1%), false:11,951,998 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:10,856,441, dict:1,223,211 +Null/Empty: null:10,856,441 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 12,079,652/12,079,652 (100.0%) +Types: dict:12,079,652 +Null/Empty: empty_obj:10,980,946 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:79 (0.0%), false:12,079,573 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 12,079,652/12,079,652 (100.0%) +Types: list:12,079,652 +Null/Empty: empty_arr:12,079,652 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_8g45da': 1 (0.0%) + 't3_8g45db': 1 (0.0%) + 't3_8g45dc': 1 (0.0%) + 't3_8g45dd': 1 (0.0%) + 't3_8g45de': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:7,242,709 (60.0%), false:4,836,943 (40.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:12,079,652 +Numeric values: 12,079,652 total +Numeric range: min:0, max:46,381, avg:7.9 +Numeric std dev: 83.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:12,079,652 +Numeric values: 12,079,652 total +Numeric range: min:0, max:149, avg:0.0 +Numeric std dev: 0.3 +Unique numbers tracked: 61 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:12,079,652 +Null/Empty: null:12,079,652 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:1,103,278 (9.1%), false:10,976,374 (90.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:7,433,512, NoneType:4,646,140 +Null/Empty: null:4,646,140 +String length avg: 8.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,688,584 (76.5%) + 'promo_adult_nsfw': 660,492 (8.9%) + 'promo_specified': 572,521 (7.7%) + 'no_ads': 179,690 (2.4%) + 'house_only': 150,717 (2.0%) + 'promo_adult': 144,331 (1.9%) + 'promo_all': 37,177 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 67.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/AskReddit/comments/8g45da/ticketmaster_wont_ref...': 1 (0.0%) + '/r/DeepFriedMemes/comments/8g45db/ic_ac/': 1 (0.0%) + '/r/Ice_Poseidon/comments/8g45dc/here_she_is_boys_i...': 1 (0.0%) + '/r/The_Donald/comments/8g45dd/media_outlet_that_fi...': 1 (0.0%) + '/r/RocketLeagueExchange/comments/8g45de/xboxquesti...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:0 (0.0%), false:12,079,652 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_categories Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:12,079,652 +Null/Empty: null:12,079,652 + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:7,433,512, NoneType:4,646,140 +Null/Empty: null:4,646,140 +Numeric values: 7,433,512 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.9 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 5,688,584 (76.5%) + 1: 867,569 (11.7%) + 3: 660,492 (8.9%) + 0: 179,690 (2.4%) + 5: 37,177 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:12,078,965, str:687 +Null/Empty: null:12,078,965 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 687 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:12,079,652 +Null/Empty: null:12,079,652 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:12,079,652 +Numeric values: 12,079,652 total +Numeric range: min:1,529,662,731, max:1,531,072,794, avg:1529731427.6 +Numeric std dev: 51191.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 8.0 +Unique strings tracked: 2 +String values distribution: + 'markdown': 11,549,991 (95.6%) + 'richtext': 529,661 (4.4%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:0 (0.0%), false:12,079,652 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:12,079,652 +Numeric values: 12,079,652 total +Numeric range: min:0, max:194,525, avg:67.6 +Numeric std dev: 996.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:10,856,441, dict:1,223,211 +Null/Empty: null:10,856,441 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 12,079,652/12,079,652 (100.0%) +Types: dict:12,079,652 +Null/Empty: empty_obj:10,980,946 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +Null/Empty: empty_str:6,497,713 +String length avg: 372.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 615 (0.0%) + '[removed]': 332 (0.0%) + 'I have completed a master treasure trail. + +': 9 (0.0%) + 'I have completed a hard treasure trail. + +': 7 (0.0%) + 'I have completed an elite treasure trail. + +': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:6,497,713, str:5,581,939 +Null/Empty: null:6,497,713 +String length avg: 590.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 615 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 332 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 9 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 7 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:9,425,615 (78.0%), false:2,654,037 (22.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:89,171 (0.7%), false:11,990,481 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:9,483 (0.1%), false:12,070,169 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 42 (0.0%) + 'FortNiteBR': 31 (0.0%) + 'ACCIDENTAL_HAIKU_BOT': 23 (0.0%) + 'Ice_Poseidon': 14 (0.0%) + 'aww': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 42 (0.0%) + 't5_3oeyf': 31 (0.0%) + 't5_ijawc': 23 (0.0%) + 't5_3aelr': 14 (0.0%) + 't5_2qh1o': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:12,079,652 +Numeric values: 12,079,652 total +Numeric range: min:0, max:26,044,128, avg:1447697.2 +Numeric std dev: 4511083.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 6.3 +Unique strings tracked: 5 +String values distribution: + 'public': 10,660,147 (88.2%) + 'restricted': 1,009,913 (8.4%) + 'user': 409,496 (3.4%) + 'private': 68 (0.0%) + 'gold_restricted': 28 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:10,504,727, str:1,574,925 +Null/Empty: null:10,504,727 +String length avg: 5.6 +Unique strings tracked: 7 +String values distribution: + 'confidence': 639,249 (40.6%) + 'qa': 416,364 (26.4%) + 'new': 283,415 (18.0%) + 'top': 221,428 (14.1%) + 'old': 11,119 (0.7%) + 'controversial': 3,224 (0.2%) + 'random': 126 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 28.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,263 (0.0%) + 'self': 998 (0.0%) + 'nsfw': 173 (0.0%) + 'spoiler': 40 (0.0%) + 'image': 39 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:6,730,273, NoneType:5,349,379 +Null/Empty: null:5,349,379 +Numeric values: 6,730,273 total +Numeric range: min:1, max:140, avg:108.1 +Numeric std dev: 28.2 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:6,730,273, NoneType:5,349,379 +Null/Empty: null:5,349,379 +Numeric values: 6,730,273 total +Numeric range: min:1, max:140, avg:139.3 +Numeric std dev: 7.3 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 55.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Bitcoin Private Pump And Dump? Or Real Growth?': 5 (0.0%) + 'Blue Hair': 4 (0.0%) + 'Don’t be afraid to ask for help, I’m pretty sure w...': 2 (0.0%) + 'WIP Carcharodons Hellblasters, C+C welcome': 2 (0.0%) + '[f] guess my size': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:12,079,652 +Numeric values: 12,079,652 total +Numeric range: min:0, max:194,525, avg:67.6 +Numeric std dev: 996.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 72.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=MEFE-boWnaY': 5 (0.0%) + 'https://i.imgur.com/0ZNDt6S.jpg': 4 (0.0%) + 'https://www.reddit.com/r/Paypalme/comments/8g40hf/...': 2 (0.0%) + 'https://i.imgur.com/xMep7es.jpg': 2 (0.0%) + 'https://imgur.com/a/0YqGlUI': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 12,079,652/12,079,652 (100.0%) +Types: list:12,079,652 +Null/Empty: empty_arr:12,079,652 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:0 (0.0%), false:12,079,652 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:7,433,512, NoneType:4,646,140 +Null/Empty: null:4,646,140 +String length avg: 8.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,646,772 (76.0%) + 'promo_adult_nsfw': 712,551 (9.6%) + 'promo_specified': 572,521 (7.7%) + 'no_ads': 179,690 (2.4%) + 'house_only': 150,717 (2.0%) + 'promo_adult': 134,554 (1.8%) + 'promo_all': 36,707 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:7,433,512, NoneType:4,646,140 +Null/Empty: null:4,646,140 +Numeric values: 7,433,512 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.9 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 5,646,772 (76.0%) + 1: 857,792 (11.5%) + 3: 712,551 (9.6%) + 0: 179,690 (2.4%) + 5: 36,707 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 9,947,922/12,079,652 (82.4%) +Types: list:9,947,922 +Null/Empty: empty_arr:9,947,922 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 9,947,922/12,079,652 (82.4%) +Types: str:9,947,922 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 9,947,922 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 4,927,696/12,079,652 (40.8%) +Types: str:4,927,696 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'link': 2,135,507 (43.3%) + 'image': 1,698,725 (34.5%) + 'rich:video': 555,813 (11.3%) + 'self': 454,723 (9.2%) + 'hosted:video': 80,236 (1.6%) + 'video': 2,692 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 4,927,696/12,079,652 (40.8%) +Types: dict:4,927,696 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 2,983,262/12,079,652 (24.7%) +Types: str:2,983,262 +Null/Empty: empty_str:2,541,298 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#ffb000': 2,390 (0.5%) + '#ea0027': 1,472 (0.3%) + '#373c3f': 1,055 (0.2%) + '#ffd635': 852 (0.2%) + '#cc8b00': 836 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 1,606,697/12,079,652 (13.3%) +Types: str:1,582,089, NoneType:24,608 +Null/Empty: null:24,608 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '71700f16-4b41-11e8-a922-0e03cec31d1c': 32 (0.0%) + '9c53efac-cd94-11e7-8824-0eba7e80ccec': 23 (0.0%) + 'ff72fadc-43fb-11e8-8463-0e2d17785db8': 23 (0.0%) + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 18 (0.0%) + 'ba3a0764-0c68-11e8-bbd1-0ec75964bc8e': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 229,324/12,079,652 (1.9%) +Types: str:229,324 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_8g4eoj': 7 (0.0%) + 't3_8g1c2f': 7 (0.0%) + 't3_8di96u': 6 (0.0%) + 't3_8g4wyw': 6 (0.0%) + 't3_8ckdgg': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 229,324/12,079,652 (1.9%) +Types: list:229,324 +Null/Empty: empty_arr:1,594 + +──────────────────────────────────────────────────────────── +FIELD: previous_visits Occurrence: 72,460/12,079,652 (0.6%) +Types: list:72,460 +Null/Empty: empty_arr:70,517 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 33,139/12,079,652 (0.3%) +Types: NoneType:33,139 +Null/Empty: null:33,139 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 26,832/12,079,652 (0.2%) +Types: bool:26,832 +Booleans: true:26,832 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 14,907/12,079,652 (0.1%) +Types: NoneType:14,907 +Null/Empty: null:14,907 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 14,907/12,079,652 (0.1%) +Types: NoneType:14,907 +Null/Empty: null:14,907 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 14,907/12,079,652 (0.1%) +Types: str:14,794, NoneType:113 +Null/Empty: null:113 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_16r0zi': 85 (0.6%) + 't2_1qof': 77 (0.5%) + 't2_4ovq1': 63 (0.4%) + 't2_euruw': 47 (0.3%) + 't2_168843eo': 38 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 14,907/12,079,652 (0.1%) +Types: str:10,451, NoneType:4,456 +Null/Empty: null:4,456 +String length avg: 26.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'insurify.com': 101 (1.0%) + 'Download Now': 82 (0.8%) + 'couchbase.com': 60 (0.6%) + 'goldenfrog.com/vyprvpn': 45 (0.4%) + 'ForThePeople.com': 37 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 14,907/12,079,652 (0.1%) +Types: NoneType:14,754, str:153 +Null/Empty: null:14,754 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 130 (85.0%) + 'iframe': 23 (15.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 14,907/12,079,652 (0.1%) +Types: NoneType:14,754, str:153 +Null/Empty: null:14,754 +String length avg: 65.8 +Unique strings tracked: 54 +Top 5 string values: + 'https://www.youtube.com/watch?v=JQWVyIm7PME&fe...': 13 (8.5%) + 'https://www.youtube.com/watch?v=c8-MHBitegs&fe...': 10 (6.5%) + 'https://www.youtube.com/watch?v=-ekzsSDa7lo': 9 (5.9%) + 'https://www.youtube.com/watch?v=BW9JpI0I1wg': 9 (5.9%) + 'https://www.youtube.com/watch?v=eyl5kJKTpXc&in...': 7 (4.6%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 14,907/12,079,652 (0.1%) +Types: list:14,907 +Null/Empty: empty_arr:14,907 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 14,907/12,079,652 (0.1%) +Types: list:14,907 +Null/Empty: empty_arr:14,907 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 14,907/12,079,652 (0.1%) +Types: str:14,907 +String length avg: 81.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://app.appsflyer.com/id1028937505?pid=reddit_...': 16 (0.1%) + 'https://apitrade.pro/announcement.htm': 15 (0.1%) + 'https://app.appsflyer.com/id1028937505?pid=reddit_...': 13 (0.1%) + 'https://www.amazon.com/dp/B07CRXRLTL': 13 (0.1%) + 'https://www.microsoft.com/en-us/build?wt.mc_id=AID...': 13 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 14,907/12,079,652 (0.1%) +Types: bool:14,907 +Booleans: true:0 (0.0%), false:14,907 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 14,907/12,079,652 (0.1%) +Types: str:14,907 +Null/Empty: empty_str:1,627 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/BPDQoyCjPVTV...': 18 (0.1%) + 'https://reddit-image.s3.amazonaws.com/mbK4n8kF24UT...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/IHPDdFKUQkrI...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/qKyq8bQuSo6x...': 10 (0.1%) + 'https://reddit-image.s3.amazonaws.com/WkwOWEMQVROB...': 9 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 14,907/12,079,652 (0.1%) +Types: NoneType:14,907 +Null/Empty: null:14,907 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 14,907/12,079,652 (0.1%) +Types: dict:14,907 +Null/Empty: empty_obj:14,907 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 14,907/12,079,652 (0.1%) +Types: NoneType:14,907 +Null/Empty: null:14,907 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 14,907/12,079,652 (0.1%) +Types: bool:14,907 +Booleans: true:14,907 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 14,907/12,079,652 (0.1%) +Types: NoneType:14,907 +Null/Empty: null:14,907 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 14,907/12,079,652 (0.1%) +Types: NoneType:14,907 +Null/Empty: null:14,907 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 14,907/12,079,652 (0.1%) +Types: NoneType:14,907 +Null/Empty: null:14,907 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 14,907/12,079,652 (0.1%) +Types: list:14,630, NoneType:277 +Null/Empty: null:277, empty_arr:14,331 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 14,907/12,079,652 (0.1%) +Types: NoneType:14,907 +Null/Empty: null:14,907 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 14,907/12,079,652 (0.1%) +Types: NoneType:14,907 +Null/Empty: null:14,907 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 9,366/12,079,652 (0.1%) +Types: bool:9,366 +Booleans: true:9,366 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 3/12,079,652 (0.0%) +Types: str:3 +String length avg: 9.7 +Unique strings tracked: 3 +String values distribution: + 'Play Now': 1 (33.3%) + 'Get Showtimes': 1 (33.3%) + 'Shop Now': 1 (33.3%) + +================================================================================ + +================================================================================ +FILE: RS_2018-06.jsonl +Analysis Time: 2026-01-15 09:30:34 +================================================================================ +Total lines: 11,904,498 +Processed lines: 11,904,498 +Total unique fields: 102 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:0 (0.0%), false:11,904,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 350 (0.0%) + 'sharewithme': 9 (0.0%) + 'SwiftyBot': 8 (0.0%) + 'jeff98379': 8 (0.0%) + 'autotldr': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:8,046,102, str:3,858,396 +Null/Empty: null:8,046,102, empty_str:3,805,771 +String length avg: 7.0 +Unique strings tracked: 834 +Top 5 string values: + '#ff66ac': 8,092 (15.4%) + '#dadada': 7,035 (13.4%) + '#edeff1': 3,300 (6.3%) + '#ffffff': 3,280 (6.2%) + '#bbbdbf': 2,404 (4.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:10,615,846, str:1,288,652 +Null/Empty: null:10,615,846, empty_str:205,437 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 53 (0.0%) + 'goldBjorn': 43 (0.0%) + 'bjorn': 25 (0.0%) + 'PS4': 20 (0.0%) + 'psn': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:11,254,834, str:649,664 +Null/Empty: null:11,254,834, empty_str:17,367 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1e203dbe-69a9-11e8-a03f-0e334bd7bf46': 57 (0.0%) + '185f0946-69a9-11e8-aeca-0e12c0248e42': 34 (0.0%) + 'fc071bc8-3229-11e8-82c6-0ec6c95d488a': 25 (0.0%) + '8d08ad36-5786-11e8-bad6-0e6ead40b16a': 21 (0.0%) + 'dc4c17c8-717a-11e6-8b10-0edffd895179': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:10,489,641, str:1,414,857 +Null/Empty: null:10,489,641, empty_str:261,860 +String length avg: 17.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Danish Mafioso': 36 (0.0%) + 'Official Bot': 23 (0.0%) + 'SKAAAAL': 20 (0.0%) + 'PS4': 14 (0.0%) + 'BOT': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:8,046,102, str:3,858,396 +Null/Empty: null:8,046,102 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 3,830,081 (99.3%) + 'light': 28,315 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:9,513,013 (79.9%), false:2,391,485 (20.1%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:0 (0.0%), false:11,904,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:11,894,242, str:10,256 +Null/Empty: null:11,894,242 +String length avg: 8.7 +Unique strings tracked: 16 +Top 5 string values: + 'videos': 1,904 (18.6%) + 'gaming': 1,176 (11.5%) + 'entertainment': 1,149 (11.2%) + 'art': 835 (8.1%) + 'photography': 749 (7.3%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:11,699,578, list:204,920 +Null/Empty: null:11,699,578 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:14,419 (0.1%), false:11,890,079 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 11,904,498/11,904,498 (100.0%) +Types: int:11,904,498 +Numeric values: 11,904,498 total +Numeric range: min:1,527,811,200, max:1,530,403,199, avg:1529111350.3 +Numeric std dev: 750331.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:11,842,858, str:61,640 +Null/Empty: null:11,842,858 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 61,600 (99.9%) + 'admin': 40 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 515 (0.0%) + 'youtube.com': 93 (0.0%) + 'i.imgur.com': 86 (0.0%) + 'imgur.com': 69 (0.0%) + 'youtu.be': 57 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,478,181, float:426,317 +Booleans: true:0 (0.0%), false:11,478,181 (100.0%) +Numeric values: 426,317 total +Numeric range: min:1,527,811,507.0, max:1,537,137,780.0, avg:1529248648.4 +Numeric std dev: 977293.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 11,904,498/11,904,498 (100.0%) +Types: int:11,904,498 +Numeric values: 11,904,498 total +Numeric range: min:0, max:40, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 17 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:0 (0.0%), false:11,904,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:6,169 (0.1%), false:11,898,329 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '8nncji': 1 (0.0%) + '8nncjj': 1 (0.0%) + '8nncjk': 1 (0.0%) + '8nncjl': 1 (0.0%) + '8nncjm': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:7,625,617 (64.1%), false:4,278,881 (35.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:0 (0.0%), false:11,904,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:24,659 (0.2%), false:11,879,839 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:2,368,758 (19.9%), false:9,535,740 (80.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:4,977,731 (41.8%), false:6,926,767 (58.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:136,572 (1.1%), false:11,767,926 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +Null/Empty: empty_str:11,337,090 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#646d73': 3,199 (0.6%) + '#ffb000': 1,209 (0.2%) + '#ea0027': 754 (0.1%) + '#373c3f': 738 (0.1%) + '#dadada': 401 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:8,947,614, str:2,956,884 +Null/Empty: null:8,947,614, empty_str:369,250 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 160 (0.0%) + 'question': 97 (0.0%) + 'xbox': 78 (0.0%) + 'three': 74 (0.0%) + 'b': 70 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 11,904,498/11,904,498 (100.0%) +Types: list:11,904,498 +Null/Empty: empty_arr:10,875,835 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:10,234,304, str:1,670,194 +Null/Empty: null:10,234,304, empty_str:14 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9c53efac-cd94-11e7-8824-0eba7e80ccec': 40 (0.0%) + '3c41a158-097c-11e8-8f2d-0e93ee975a06': 26 (0.0%) + '988f08ca-cd94-11e7-aae2-0ea558730f4e': 24 (0.0%) + 'ba3a0764-0c68-11e8-bbd1-0ec75964bc8e': 23 (0.0%) + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:8,876,016, str:3,028,482 +Null/Empty: null:8,876,016, empty_str:191,413 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 125 (0.0%) + 'Question': 100 (0.0%) + 'DISCUSSION': 56 (0.0%) + 'Xbox': 52 (0.0%) + 'PS4': 51 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 11,456,261 (96.2%) + 'light': 448,237 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 10,875,835 (91.4%) + 'richtext': 1,028,663 (8.6%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:136,378 (1.1%), false:11,768,120 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:10,731,367, dict:1,173,131 +Null/Empty: null:10,731,367 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 11,904,498/11,904,498 (100.0%) +Types: dict:11,904,498 +Null/Empty: empty_obj:10,862,782 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:5 (0.0%), false:11,904,493 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:7,028,073 (59.0%), false:4,876,425 (41.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 11,904,498/11,904,498 (100.0%) +Types: int:11,904,498 +Numeric values: 11,904,498 total +Numeric range: min:0, max:52,402, avg:8.0 +Numeric std dev: 84.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 11,904,498/11,904,498 (100.0%) +Types: int:11,904,498 +Numeric values: 11,904,498 total +Numeric range: min:0, max:100, avg:0.0 +Numeric std dev: 0.3 +Unique numbers tracked: 59 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:1,093,834 (9.2%), false:10,810,664 (90.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:7,599,334, NoneType:4,305,164 +Null/Empty: null:4,305,164 +String length avg: 8.2 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,755,932 (75.7%) + 'house_only': 869,769 (11.4%) + 'promo_adult_nsfw': 753,960 (9.9%) + 'no_ads': 167,265 (2.2%) + 'promo_all': 40,591 (0.5%) + 'promo_specified': 11,752 (0.2%) + 'promo_adult': 65 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/indieheads/comments/8nncji/fresh_album_oneohtri...': 1 (0.0%) + '/r/LSD/comments/8nncjj/acrylic_paint_on_3_tabs/': 1 (0.0%) + '/r/mobilemarketing/comments/8nncjk/personalized_ma...': 1 (0.0%) + '/r/DanganRoleplay/comments/8nncjl/class_trial_58_p...': 1 (0.0%) + '/r/DiversityNews/comments/8nncjm/several_hurt_afte...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:0 (0.0%), false:11,904,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 11,904,498/11,904,498 (100.0%) +Types: int:7,599,334, NoneType:4,305,164 +Null/Empty: null:4,305,164 +Numeric values: 7,599,334 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.9 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 5,755,932 (75.7%) + 1: 881,586 (11.6%) + 3: 753,960 (9.9%) + 0: 167,265 (2.2%) + 5: 40,591 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:0 (0.0%), false:11,904,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:11,903,836, str:662 +Null/Empty: null:11,903,836 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 662 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 11,904,498/11,904,498 (100.0%) +Types: int:11,904,498 +Numeric values: 11,904,498 total +Numeric range: min:1,536,318,558, max:1,537,405,773, avg:1536389838.7 +Numeric std dev: 47699.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 11,904,498/11,904,498 (100.0%) +Types: int:11,904,498 +Numeric values: 11,904,498 total +Numeric range: min:0, max:184,600, avg:69.6 +Numeric std dev: 1025.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:10,731,367, dict:1,173,131 +Null/Empty: null:10,731,367 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 11,904,498/11,904,498 (100.0%) +Types: dict:11,904,498 +Null/Empty: empty_obj:10,862,782 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +Null/Empty: empty_str:6,208,420 +String length avg: 343.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 773 (0.0%) + '[removed]': 347 (0.0%) + 'I have completed an elite treasure trail. + +': 5 (0.0%) + ' ': 4 (0.0%) + 'This was automatically posted.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:9,537,961 (80.1%), false:2,366,537 (19.9%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:76,172 (0.6%), false:11,828,326 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:7,300 (0.1%), false:11,897,198 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Ice_Poseidon': 46 (0.0%) + 'FortNiteBR': 32 (0.0%) + 'AskReddit': 22 (0.0%) + 'Kanye': 19 (0.0%) + 'The_Donald': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_3aelr': 46 (0.0%) + 't5_3oeyf': 32 (0.0%) + 't5_2qh1i': 22 (0.0%) + 't5_2r78l': 19 (0.0%) + 't5_38unr': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 12.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/Ice_Poseidon': 46 (0.0%) + 'r/FortNiteBR': 32 (0.0%) + 'r/AskReddit': 22 (0.0%) + 'r/Kanye': 19 (0.0%) + 'r/The_Donald': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 11,904,498/11,904,498 (100.0%) +Types: int:11,904,498 +Numeric values: 11,904,498 total +Numeric range: min:0, max:29,219,575, avg:1510913.9 +Numeric std dev: 4637767.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 6.3 +Unique strings tracked: 5 +String values distribution: + 'public': 10,496,447 (88.2%) + 'restricted': 968,940 (8.1%) + 'user': 438,970 (3.7%) + 'private': 115 (0.0%) + 'gold_restricted': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:10,274,448, str:1,630,050 +Null/Empty: null:10,274,448 +String length avg: 5.5 +Unique strings tracked: 7 +String values distribution: + 'confidence': 634,789 (38.9%) + 'qa': 446,171 (27.4%) + 'new': 305,882 (18.8%) + 'top': 223,746 (13.7%) + 'old': 15,949 (1.0%) + 'controversial': 3,387 (0.2%) + 'random': 126 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 27.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,325 (0.0%) + 'self': 964 (0.0%) + 'nsfw': 145 (0.0%) + 'image': 30 (0.0%) + 'spoiler': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 11,904,498/11,904,498 (100.0%) +Types: int:6,474,217, NoneType:5,430,281 +Null/Empty: null:5,430,281 +Numeric values: 6,474,217 total +Numeric range: min:1, max:140, avg:108.3 +Numeric std dev: 28.1 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 11,904,498/11,904,498 (100.0%) +Types: int:6,474,217, NoneType:5,430,281 +Null/Empty: null:5,430,281 +Numeric values: 6,474,217 total +Numeric range: min:1, max:140, avg:139.4 +Numeric std dev: 6.9 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 55.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Swifty is straming right now [Wed, 30 May 2018 02:...': 6 (0.0%) + 'GAME THREAD: Cleveland Cavaliers (50-32) @ Golden ...': 3 (0.0%) + 'me irl': 3 (0.0%) + '(Chinese) Long 5km queue at Miri border, from morn...': 2 (0.0%) + '[FRESH ALBUM] Father John Misty - God's Favorite C...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 71.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.nesdis.noaa.gov/sites/default/files/g1...': 2 (0.0%) + 'https://www.instagram.com/p/Bjdf7_9nZI-/?taken-by=...': 2 (0.0%) + 'https://youtu.be/vPTwBsAJMCc': 2 (0.0%) + 'https://i.imgur.com/JVHmqBt.jpg': 2 (0.0%) + 'https://youtu.be/AAj4w2Ywej0': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:7,599,334, NoneType:4,305,164 +Null/Empty: null:4,305,164 +String length avg: 8.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,714,228 (75.2%) + 'house_only': 869,769 (11.4%) + 'promo_adult_nsfw': 796,437 (10.5%) + 'no_ads': 167,265 (2.2%) + 'promo_all': 39,820 (0.5%) + 'promo_specified': 11,752 (0.2%) + 'promo_adult': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 11,904,498/11,904,498 (100.0%) +Types: int:7,599,334, NoneType:4,305,164 +Null/Empty: null:4,305,164 +Numeric values: 7,599,334 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.9 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 5,714,228 (75.2%) + 1: 881,584 (11.6%) + 3: 796,437 (10.5%) + 0: 167,265 (2.2%) + 5: 39,820 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 9,513,013/11,904,498 (79.9%) +Types: int:9,510,948, NoneType:2,065 +Null/Empty: null:2,065 +Numeric values: 9,510,948 total +Numeric range: min:1,118,030,400, max:1,530,403,011, avg:1467760512.9 +Numeric std dev: 64734343.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 9,513,013/11,904,498 (79.9%) +Types: list:9,513,013 +Null/Empty: empty_arr:9,103,547 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 9,513,013/11,904,498 (79.9%) +Types: str:9,513,013 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 9,103,547 (95.7%) + 'richtext': 409,466 (4.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 9,513,013/11,904,498 (79.9%) +Types: str:9,513,013 +String length avg: 9.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_bcevk': 9 (0.0%) + 't2_h3vxopt': 8 (0.0%) + 't2_fuguzcx': 8 (0.0%) + 't2_6sklr': 7 (0.0%) + 't2_6l4z3': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 4,603,814/11,904,498 (38.7%) +Types: str:4,603,814 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'link': 1,879,277 (40.8%) + 'image': 1,677,214 (36.4%) + 'rich:video': 531,981 (11.6%) + 'self': 429,964 (9.3%) + 'hosted:video': 82,691 (1.8%) + 'video': 2,687 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 4,603,814/11,904,498 (38.7%) +Types: dict:4,603,814 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 212,859/11,904,498 (1.8%) +Types: str:212,859 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_8nlf5f': 24 (0.0%) + 't3_8nlgfj': 11 (0.0%) + 't3_8nl291': 9 (0.0%) + 't3_8nmp6p': 7 (0.0%) + 't3_8nkvbs': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 212,859/11,904,498 (1.8%) +Types: list:212,859 +Null/Empty: empty_arr:1,701 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 64,998/11,904,498 (0.5%) +Types: NoneType:64,998 +Null/Empty: null:64,998 + +──────────────────────────────────────────────────────────── +FIELD: previous_visits Occurrence: 60,019/11,904,498 (0.5%) +Types: list:60,019 +Null/Empty: empty_arr:58,299 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 32,170/11,904,498 (0.3%) +Types: bool:32,170 +Booleans: true:32,170 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 15,567/11,904,498 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 15,567/11,904,498 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 15,567/11,904,498 (0.1%) +Types: str:15,418, NoneType:149 +Null/Empty: null:149 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_epreg6': 131 (0.8%) + 't2_1aomuwet': 71 (0.5%) + 't2_1c8d8qgh': 60 (0.4%) + 't2_18mp0bju': 58 (0.4%) + 't2_1hnklzam': 56 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 15,567/11,904,498 (0.1%) +Types: str:11,799, NoneType:3,768 +Null/Empty: null:3,768 +String length avg: 25.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'juiceboxit.com ': 81 (0.7%) + 'https://www.ABCmouse.com': 69 (0.6%) + 'https://www.lemonade.com': 52 (0.4%) + 'juiceboxit.com': 45 (0.4%) + 'couchbase.com': 31 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 15,567/11,904,498 (0.1%) +Types: NoneType:15,514, str:53 +Null/Empty: null:15,514 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 48 (90.6%) + 'iframe': 5 (9.4%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 15,567/11,904,498 (0.1%) +Types: NoneType:15,514, str:53 +Null/Empty: null:15,514 +String length avg: 48.1 +Unique strings tracked: 18 +Top 5 string values: + 'https://www.youtube.com/watch?v=jVIJEq3oPW4&t=...': 6 (11.3%) + 'https://www.youtube.com/watch?v=sY93IUGcQiQ': 6 (11.3%) + 'https://i.redd.it/5alxqolheu311.png': 5 (9.4%) + 'https://youtu.be/gRloEp7Oyzc': 5 (9.4%) + 'https://www.youtube.com/watch?v=coimLaXivok': 3 (5.7%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 15,567/11,904,498 (0.1%) +Types: list:15,567 +Null/Empty: empty_arr:15,567 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 15,567/11,904,498 (0.1%) +Types: list:15,567 +Null/Empty: empty_arr:15,567 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 15,567/11,904,498 (0.1%) +Types: str:15,567 +String length avg: 85.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://docs.google.com/forms/d/e/1FAIpQLSeqyXsWW0...': 31 (0.2%) + 'https://www.chainxchange.io/': 29 (0.2%) + 'https://icocryptex.io/?utm_source=reddit&utm_m...': 19 (0.1%) + 'https://gen.xyz/birthday': 17 (0.1%) + 'https://www.adventurevapes.com': 16 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 15,567/11,904,498 (0.1%) +Types: bool:15,567 +Booleans: true:0 (0.0%), false:15,567 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 15,567/11,904,498 (0.1%) +Types: str:15,567 +Null/Empty: empty_str:1,307 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/zB96Yx0K2YlG...': 16 (0.1%) + 'https://reddit-image.s3.amazonaws.com/O5KjjH11jJ_V...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/i1XWC9DDE7QD...': 10 (0.1%) + 'https://reddit-image.s3.amazonaws.com/fSZZVxr-f4-q...': 8 (0.1%) + 'https://reddit-image.s3.amazonaws.com/XpDrypqpNhbG...': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 15,567/11,904,498 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 15,567/11,904,498 (0.1%) +Types: dict:15,567 +Null/Empty: empty_obj:15,567 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 15,567/11,904,498 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 15,567/11,904,498 (0.1%) +Types: bool:15,567 +Booleans: true:15,567 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 15,567/11,904,498 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 15,567/11,904,498 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 15,567/11,904,498 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 15,567/11,904,498 (0.1%) +Types: bool:15,567 +Booleans: true:15,567 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 15,567/11,904,498 (0.1%) +Types: list:15,237, NoneType:330 +Null/Empty: null:330, empty_arr:14,990 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 15,567/11,904,498 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 15,567/11,904,498 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 94/11,904,498 (0.0%) +Types: str:58, NoneType:36 +Null/Empty: null:36 +String length avg: 8.9 +Unique strings tracked: 6 +String values distribution: + 'Learn More': 31 (53.4%) + 'Sign Up': 10 (17.2%) + 'Shop Now': 8 (13.8%) + 'Download': 6 (10.3%) + 'View More': 2 (3.4%) + 'Watch Now': 1 (1.7%) + +================================================================================ + +================================================================================ +FILE: RS_2018-07.jsonl +Analysis Time: 2026-01-15 09:52:38 +================================================================================ +Total lines: 13,305,762 +Processed lines: 13,305,762 +Total unique fields: 102 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:0 (0.0%), false:13,305,762 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 343 (0.0%) + 'Chabombs': 19 (0.0%) + 'JasonTheRacer': 19 (0.0%) + 'sharewithme': 13 (0.0%) + 'AutoModerator': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:9,073,921, str:4,231,841 +Null/Empty: null:9,073,921, empty_str:4,170,523 +String length avg: 7.1 +Unique strings tracked: 927 +Top 5 string values: + '#dadada': 8,706 (14.2%) + '#ff66ac': 7,481 (12.2%) + '#ffffff': 3,810 (6.2%) + '#edeff1': 3,664 (6.0%) + '#4c9bee': 1,861 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:11,812,274, str:1,493,488 +Null/Empty: null:11,812,274, empty_str:226,958 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 41 (0.0%) + 'goldBjorn': 18 (0.0%) + 'xbox': 17 (0.0%) + 'flashing': 17 (0.0%) + 'PS4': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:12,621,584, str:684,178 +Null/Empty: null:12,621,584, empty_str:31,618 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fc071bc8-3229-11e8-82c6-0ec6c95d488a': 51 (0.0%) + '8d08ad36-5786-11e8-bad6-0e6ead40b16a': 39 (0.0%) + 'e0d6c1c6-717a-11e6-bdf5-0e34abc094bf': 29 (0.0%) + '1e203dbe-69a9-11e8-a03f-0e334bd7bf46': 28 (0.0%) + 'f86d1694-6b62-11e8-a872-0e57d35b06d2': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:11,655,508, str:1,650,254 +Null/Empty: null:11,655,508, empty_str:268,263 +String length avg: 17.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 33 (0.0%) + 'Danish Mafioso': 15 (0.0%) + 'I don't feel so good': 13 (0.0%) + 'PS4': 13 (0.0%) + 'Robot Butler': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:9,073,921, str:4,231,841 +Null/Empty: null:9,073,921 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 4,200,392 (99.3%) + 'light': 31,449 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:10,778,771 (81.0%), false:2,526,991 (19.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:0 (0.0%), false:13,305,762 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:13,287,945, str:17,817 +Null/Empty: null:13,287,945 +String length avg: 9.9 +Unique strings tracked: 12 +Top 5 string values: + 'videos': 3,921 (22.0%) + 'gaming': 2,681 (15.0%) + 'drawing_and_painting': 2,289 (12.8%) + 'photography': 2,109 (11.8%) + 'entertainment': 1,921 (10.8%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:13,033,026, list:272,736 +Null/Empty: null:13,033,026 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:4,974 (0.0%), false:13,300,788 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 13,305,762/13,305,762 (100.0%) +Types: int:13,305,762 +Numeric values: 13,305,762 total +Numeric range: min:1,530,403,200, max:1,533,081,599, avg:1531756863.3 +Numeric std dev: 766408.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:13,244,174, str:61,588 +Null/Empty: null:13,244,174 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 61,554 (99.9%) + 'admin': 34 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 13.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 682 (0.0%) + 'i.imgur.com': 97 (0.0%) + 'youtube.com': 93 (0.0%) + 'imgur.com': 83 (0.0%) + 'youtu.be': 65 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:12,850,395, float:455,367 +Booleans: true:0 (0.0%), false:12,850,395 (100.0%) +Numeric values: 455,367 total +Numeric range: min:1,530,403,507.0, max:1,537,277,299.0, avg:1531869929.6 +Numeric std dev: 890195.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 13,305,762/13,305,762 (100.0%) +Types: int:13,305,762 +Numeric values: 13,305,762 total +Numeric range: min:0, max:75, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 23 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:0 (0.0%), false:13,305,762 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:6,632 (0.0%), false:13,299,130 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '8v61ga': 1 (0.0%) + '8v61o1': 1 (0.0%) + '8v61oe': 1 (0.0%) + '8v61oj': 1 (0.0%) + '8v61p6': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:8,478,059 (63.7%), false:4,827,703 (36.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:0 (0.0%), false:13,305,762 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:48,296 (0.4%), false:13,257,466 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:2,881,719 (21.7%), false:10,424,043 (78.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:5,551,468 (41.7%), false:7,754,294 (58.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:161,606 (1.2%), false:13,144,156 (98.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +Null/Empty: empty_str:12,614,495 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#646d73': 3,929 (0.6%) + '#ffb000': 1,087 (0.2%) + '#373c3f': 621 (0.1%) + '#ea0027': 600 (0.1%) + '#0079d3': 401 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:10,100,716, str:3,205,046 +Null/Empty: null:10,100,716, empty_str:427,510 +String length avg: 6.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 145 (0.0%) + 'b': 138 (0.0%) + 'question': 86 (0.0%) + 'xbox': 60 (0.0%) + 'f': 53 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 13,305,762/13,305,762 (100.0%) +Types: list:13,305,762 +Null/Empty: empty_arr:12,160,240 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:11,227,586, str:2,078,176 +Null/Empty: null:11,227,586, empty_str:201,789 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9c53efac-cd94-11e7-8824-0eba7e80ccec': 94 (0.0%) + 'ba3a0764-0c68-11e8-bbd1-0ec75964bc8e': 27 (0.0%) + '4afad2f2-0d30-11e8-8524-0edf46a49694': 23 (0.0%) + 'a46934cc-cd94-11e7-8215-0e72d2fb0b12': 20 (0.0%) + '99845830-3de1-11e8-b68b-0ebc94cb15f2': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:10,013,225, str:3,292,537 +Null/Empty: null:10,013,225, empty_str:189,590 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 127 (0.0%) + 'DISCUSSION': 106 (0.0%) + 'Question': 79 (0.0%) + 'PS4': 46 (0.0%) + 'Xbox': 36 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 12,760,780 (95.9%) + 'light': 544,982 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 12,160,240 (91.4%) + 'richtext': 1,145,522 (8.6%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:150,744 (1.1%), false:13,155,018 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:12,024,082, dict:1,281,680 +Null/Empty: null:12,024,082 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 13,305,762/13,305,762 (100.0%) +Types: dict:13,305,762 +Null/Empty: empty_obj:12,182,124 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:123 (0.0%), false:13,305,639 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:7,908,852 (59.4%), false:5,396,910 (40.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 13,305,762/13,305,762 (100.0%) +Types: int:13,305,762 +Numeric values: 13,305,762 total +Numeric range: min:0, max:81,277, avg:7.7 +Numeric std dev: 94.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 13,305,762/13,305,762 (100.0%) +Types: int:13,305,762 +Numeric values: 13,305,762 total +Numeric range: min:0, max:248, avg:0.0 +Numeric std dev: 0.3 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:1,210,939 (9.1%), false:12,094,823 (90.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:8,385,571, NoneType:4,920,191 +Null/Empty: null:4,920,191 +String length avg: 8.2 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 6,416,696 (76.5%) + 'house_only': 858,113 (10.2%) + 'promo_adult_nsfw': 848,338 (10.1%) + 'no_ads': 199,274 (2.4%) + 'promo_all': 47,762 (0.6%) + 'promo_specified': 15,308 (0.2%) + 'promo_adult': 80 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/FireEmblemHeroes/comments/8v61ga/eirika_conquer...': 1 (0.0%) + '/r/u_Skyblock75/comments/8v61o1/coon/': 1 (0.0%) + '/r/aww/comments/8v61oe/the_way_my_buddy_places_wit...': 1 (0.0%) + '/r/u_waltico90/comments/8v61oj/x_remix_nicky_jam_l...': 1 (0.0%) + '/r/dndnext/comments/8v61p6/true_polymorphing_to_ge...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:0 (0.0%), false:13,305,762 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 13,305,762/13,305,762 (100.0%) +Types: int:8,385,571, NoneType:4,920,191 +Null/Empty: null:4,920,191 +Numeric values: 8,385,571 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.9 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 6,416,696 (76.5%) + 1: 873,501 (10.4%) + 3: 848,338 (10.1%) + 0: 199,274 (2.4%) + 5: 47,762 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:0 (0.0%), false:13,305,762 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:13,304,745, str:1,017 +Null/Empty: null:13,304,745 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 1,017 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 13,305,762/13,305,762 (100.0%) +Types: int:13,305,762 +Numeric values: 13,305,762 total +Numeric range: min:1,536,466,711, max:1,537,413,606, avg:1536595438.9 +Numeric std dev: 74122.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 13,305,762/13,305,762 (100.0%) +Types: int:13,305,762 +Numeric values: 13,305,762 total +Numeric range: min:0, max:254,669, avg:66.8 +Numeric std dev: 1032.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:12,024,082, dict:1,281,680 +Null/Empty: null:12,024,082 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 13,305,762/13,305,762 (100.0%) +Types: dict:13,305,762 +Null/Empty: empty_obj:12,182,124 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +Null/Empty: empty_str:6,989,510 +String length avg: 330.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 733 (0.0%) + '[removed]': 350 (0.0%) + 'Welcome to Watch Croatia vs Denmark live streaming...': 6 (0.0%) + ' ': 4 (0.0%) + 'This was automatically posted.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:11,239,039 (84.5%), false:2,066,723 (15.5%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:74,943 (0.6%), false:13,230,819 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:8,619 (0.1%), false:13,297,143 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'FortNiteBR': 60 (0.0%) + 'AskReddit': 26 (0.0%) + 'me_irl': 20 (0.0%) + 'RocketLeagueExchange': 19 (0.0%) + 'ClanPoints': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_3oeyf': 60 (0.0%) + 't5_2qh1i': 26 (0.0%) + 't5_2vegg': 20 (0.0%) + 't5_3g4tc': 19 (0.0%) + 't5_krq93': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 12.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/FortNiteBR': 60 (0.0%) + 'r/AskReddit': 26 (0.0%) + 'r/me_irl': 20 (0.0%) + 'r/RocketLeagueExchange': 19 (0.0%) + 'r/ClanPoints': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 13,305,762/13,305,762 (100.0%) +Types: int:13,305,762 +Numeric values: 13,305,762 total +Numeric range: min:0, max:29,292,004, avg:1461157.7 +Numeric std dev: 4544598.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 6.2 +Unique strings tracked: 5 +String values distribution: + 'public': 11,806,361 (88.7%) + 'restricted': 946,901 (7.1%) + 'user': 552,336 (4.2%) + 'private': 122 (0.0%) + 'gold_restricted': 42 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:11,479,497, str:1,826,265 +Null/Empty: null:11,479,497 +String length avg: 5.3 +Unique strings tracked: 7 +String values distribution: + 'confidence': 683,522 (37.4%) + 'qa': 559,930 (30.7%) + 'new': 333,388 (18.3%) + 'top': 228,285 (12.5%) + 'old': 17,003 (0.9%) + 'controversial': 4,016 (0.2%) + 'random': 121 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 28.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,424 (0.0%) + 'self': 1,036 (0.0%) + 'nsfw': 160 (0.0%) + 'image': 40 (0.0%) + 'spoiler': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 13,305,762/13,305,762 (100.0%) +Types: int:7,345,579, NoneType:5,960,183 +Null/Empty: null:5,960,183 +Numeric values: 7,345,579 total +Numeric range: min:1, max:140, avg:108.9 +Numeric std dev: 28.2 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 13,305,762/13,305,762 (100.0%) +Types: int:7,345,579, NoneType:5,960,183 +Null/Empty: null:5,960,183 +Numeric values: 7,345,579 total +Numeric range: min:1, max:140, avg:139.4 +Numeric std dev: 6.6 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 55.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'me irl': 5 (0.0%) + 'hmmm': 5 (0.0%) + 'Me_irl': 3 (0.0%) + 'White Sox vs Rangers 9:00 PM ET Live stream HD 108...': 3 (0.0%) + 'Marie's Sniper Tries Too Act Alpha': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 70.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.redd.it/a0nci0nx88711.jpg': 3 (0.0%) + 'https://watchsoccergames.live/white-sox-vs-rangers...': 3 (0.0%) + 'https://neatclip.com/clip/v3orlr230': 2 (0.0%) + 'https://www.youtube.com/attribution_link?a=1bXkzmD...': 2 (0.0%) + 'https://i.redd.it/1wnbhs9z88711.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:8,385,571, NoneType:4,920,191 +Null/Empty: null:4,920,191 +String length avg: 8.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 6,371,010 (76.0%) + 'promo_adult_nsfw': 894,782 (10.7%) + 'house_only': 858,113 (10.2%) + 'no_ads': 199,274 (2.4%) + 'promo_all': 47,004 (0.6%) + 'promo_specified': 15,308 (0.2%) + 'promo_adult': 80 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 13,305,762/13,305,762 (100.0%) +Types: int:8,385,571, NoneType:4,920,191 +Null/Empty: null:4,920,191 +Numeric values: 8,385,571 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.9 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 6,371,010 (76.0%) + 3: 894,782 (10.7%) + 1: 873,501 (10.4%) + 0: 199,274 (2.4%) + 5: 47,004 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 10,778,771/13,305,762 (81.0%) +Types: int:10,777,954, NoneType:817 +Null/Empty: null:817 +Numeric values: 10,777,954 total +Numeric range: min:1,118,030,400, max:1,533,081,430, avg:1471560263.2 +Numeric std dev: 64730740.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 10,778,771/13,305,762 (81.0%) +Types: list:10,778,771 +Null/Empty: empty_arr:10,331,338 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 10,778,771/13,305,762 (81.0%) +Types: str:10,778,771 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 10,331,338 (95.8%) + 'richtext': 447,433 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 10,778,771/13,305,762 (81.0%) +Types: str:10,778,771 +String length avg: 9.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_hcdy8': 19 (0.0%) + 't2_nc2gx': 19 (0.0%) + 't2_bcevk': 13 (0.0%) + 't2_6l4z3': 9 (0.0%) + 't2_6sklr': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 5,150,446/13,305,762 (38.7%) +Types: str:5,150,446 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'image': 2,007,770 (39.0%) + 'link': 1,966,077 (38.2%) + 'rich:video': 592,070 (11.5%) + 'self': 482,555 (9.4%) + 'hosted:video': 99,506 (1.9%) + 'video': 2,468 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 5,150,446/13,305,762 (38.7%) +Types: dict:5,150,446 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 268,394/13,305,762 (2.0%) +Types: str:268,394 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_8v6kbs': 15 (0.0%) + 't3_8v4ht0': 9 (0.0%) + 't3_8v58hw': 9 (0.0%) + 't3_8v4ol6': 8 (0.0%) + 't3_8v5axa': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 268,394/13,305,762 (2.0%) +Types: list:268,394 +Null/Empty: empty_arr:2,484 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 108,937/13,305,762 (0.8%) +Types: NoneType:108,937 +Null/Empty: null:108,937 + +──────────────────────────────────────────────────────────── +FIELD: previous_visits Occurrence: 71,034/13,305,762 (0.5%) +Types: list:71,034 +Null/Empty: empty_arr:69,366 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 35,913/13,305,762 (0.3%) +Types: bool:35,913 +Booleans: true:35,913 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 16,258/13,305,762 (0.1%) +Types: NoneType:16,258 +Null/Empty: null:16,258 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 16,258/13,305,762 (0.1%) +Types: NoneType:16,258 +Null/Empty: null:16,258 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 16,258/13,305,762 (0.1%) +Types: str:16,151, NoneType:107 +Null/Empty: null:107 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_1lik7vvo': 86 (0.5%) + 't2_wxr0g3o': 75 (0.5%) + 't2_1f5ar8v0': 68 (0.4%) + 't2_1ldqct3i': 55 (0.3%) + 't2_117t65': 47 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 16,258/13,305,762 (0.1%) +Types: str:13,083, NoneType:3,175 +Null/Empty: null:3,175 +String length avg: 24.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.winc.com': 75 (0.6%) + 'http://colendi.com/': 71 (0.5%) + 'WEBTOON.COM': 55 (0.4%) + 'http://www.zeta.systems': 47 (0.4%) + 'lemonade.com': 41 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 16,258/13,305,762 (0.1%) +Types: NoneType:16,224, str:34 +Null/Empty: null:16,224 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 27 (79.4%) + 'iframe': 7 (20.6%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 16,258/13,305,762 (0.1%) +Types: NoneType:16,224, str:34 +Null/Empty: null:16,224 +String length avg: 44.2 +Unique strings tracked: 17 +Top 5 string values: + 'https://www.twitch.tv/PrimeVideo': 5 (14.7%) + 'https://www.youtube.com/watch?v=-YAgsWn3jBw': 4 (11.8%) + 'https://www.twitch.tv/ELEAGUEtv': 3 (8.8%) + 'https://www.twitch.tv/overwatchleague': 3 (8.8%) + 'https://products.gobankingrates.com/r/02350ce9420d...': 3 (8.8%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 16,258/13,305,762 (0.1%) +Types: list:16,258 +Null/Empty: empty_arr:16,258 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 16,258/13,305,762 (0.1%) +Types: list:16,258 +Null/Empty: empty_arr:16,258 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 16,258/13,305,762 (0.1%) +Types: str:16,258 +String length avg: 93.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://hubs.ly/H0cSnzk0': 25 (0.2%) + 'https://www.reddit.com/r/DCFU/': 22 (0.1%) + 'https://tracking.cswsaa.com/aff_c?offer_id=18554&a...': 18 (0.1%) + 'https://www.kickstarter.com/projects/328862817/zom...': 16 (0.1%) + 'https://makeamericafloatagain.com': 15 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 16,258/13,305,762 (0.1%) +Types: bool:16,258 +Booleans: true:0 (0.0%), false:16,258 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 16,258/13,305,762 (0.1%) +Types: str:16,258 +Null/Empty: empty_str:1,225 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/yiJacqT7M8xn...': 21 (0.1%) + 'https://reddit-image.s3.amazonaws.com/hApF7bIwwKPn...': 18 (0.1%) + 'https://reddit-image.s3.amazonaws.com/qCl4-zkvpOU-...': 10 (0.1%) + 'https://reddit-image.s3.amazonaws.com/BQ9G35GZl6YR...': 8 (0.1%) + 'https://reddit-image.s3.amazonaws.com/gkj9Y0wYNgzh...': 8 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 16,258/13,305,762 (0.1%) +Types: NoneType:16,258 +Null/Empty: null:16,258 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 16,258/13,305,762 (0.1%) +Types: dict:16,258 +Null/Empty: empty_obj:16,258 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 16,258/13,305,762 (0.1%) +Types: NoneType:16,258 +Null/Empty: null:16,258 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 16,258/13,305,762 (0.1%) +Types: bool:16,258 +Booleans: true:16,258 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 16,258/13,305,762 (0.1%) +Types: NoneType:16,258 +Null/Empty: null:16,258 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 16,258/13,305,762 (0.1%) +Types: NoneType:16,258 +Null/Empty: null:16,258 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 16,258/13,305,762 (0.1%) +Types: NoneType:16,258 +Null/Empty: null:16,258 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 16,258/13,305,762 (0.1%) +Types: bool:16,258 +Booleans: true:16,258 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 16,258/13,305,762 (0.1%) +Types: list:15,850, NoneType:408 +Null/Empty: null:408, empty_arr:15,478 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 16,258/13,305,762 (0.1%) +Types: NoneType:16,258 +Null/Empty: null:16,258 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 16,258/13,305,762 (0.1%) +Types: NoneType:16,258 +Null/Empty: null:16,258 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 9,897/13,305,762 (0.1%) +Types: str:9,869, NoneType:28 +Null/Empty: null:28 +String length avg: 8.7 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 2,883 (29.2%) + 'Shop Now': 2,600 (26.3%) + 'View More': 1,114 (11.3%) + 'Sign Up': 883 (8.9%) + 'Install': 612 (6.2%) + +================================================================================ + +================================================================================ +FILE: RS_2018-08.jsonl +Analysis Time: 2026-01-15 10:14:52 +================================================================================ +Total lines: 13,408,255 +Processed lines: 13,408,255 +Total unique fields: 102 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:0 (0.0%), false:13,408,255 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 268 (0.0%) + 'autotldr': 16 (0.0%) + 'Chabombs': 15 (0.0%) + 'sharewithme': 14 (0.0%) + 'wikinews-bot': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:9,565,058, str:3,843,197 +Null/Empty: null:9,565,058, empty_str:3,776,431 +String length avg: 7.1 +Unique strings tracked: 980 +Top 5 string values: + '#dadada': 11,386 (17.1%) + '#ff66ac': 5,794 (8.7%) + '#ffffff': 3,730 (5.6%) + '#edeff1': 3,504 (5.2%) + '#0079d3': 2,632 (3.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:12,092,426, str:1,315,829 +Null/Empty: null:12,092,426, empty_str:244,105 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 31 (0.0%) + 'flashing': 23 (0.0%) + 'MURICA': 17 (0.0%) + 'xbox': 17 (0.0%) + 'ver': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:12,679,762, str:728,493 +Null/Empty: null:12,679,762, empty_str:71,665 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fc071bc8-3229-11e8-82c6-0ec6c95d488a': 81 (0.0%) + '8d08ad36-5786-11e8-bad6-0e6ead40b16a': 40 (0.0%) + 'e0d6c1c6-717a-11e6-bdf5-0e34abc094bf': 23 (0.0%) + 'dc4c17c8-717a-11e6-8b10-0edffd895179': 16 (0.0%) + '650ac4b4-1d29-11e8-8ce9-0e0c1cb2f96e': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:11,902,339, str:1,505,916 +Null/Empty: null:11,902,339, empty_str:246,499 +String length avg: 17.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 27 (0.0%) + 'BOT': 18 (0.0%) + 'verified': 13 (0.0%) + 'New arrival.': 12 (0.0%) + 'PS4': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:9,565,058, str:3,843,197 +Null/Empty: null:9,565,058 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 3,809,523 (99.1%) + 'light': 33,674 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:11,124,484 (83.0%), false:2,283,771 (17.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:0 (0.0%), false:13,408,255 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:13,391,108, str:17,147 +Null/Empty: null:13,391,108 +String length avg: 10.2 +Unique strings tracked: 12 +Top 5 string values: + 'videos': 3,539 (20.6%) + 'gaming': 2,717 (15.8%) + 'drawing_and_painting': 2,704 (15.8%) + 'photography': 1,952 (11.4%) + 'entertainment': 1,767 (10.3%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:13,146,766, list:261,489 +Null/Empty: null:13,146,766 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:5,816 (0.0%), false:13,402,439 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 13,408,255/13,408,255 (100.0%) +Types: int:13,408,255 +Numeric values: 13,408,255 total +Numeric range: min:1,533,081,600, max:1,535,759,999, avg:1534419530.3 +Numeric std dev: 777906.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:13,337,960, str:70,295 +Null/Empty: null:13,337,960 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 70,255 (99.9%) + 'admin': 40 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +String length avg: 13.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 555 (0.0%) + 'i.imgur.com': 83 (0.0%) + 'youtube.com': 80 (0.0%) + 'imgur.com': 64 (0.0%) + 'self.AskReddit': 56 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:12,946,802, float:461,453 +Booleans: true:0 (0.0%), false:12,946,802 (100.0%) +Numeric values: 461,453 total +Numeric range: min:1,533,081,746.0, max:1,537,361,254.0, avg:1534483185.9 +Numeric std dev: 806842.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 13,408,255/13,408,255 (100.0%) +Types: int:13,408,255 +Numeric values: 13,408,255 total +Numeric range: min:0, max:32, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 18 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:0 (0.0%), false:13,408,255 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:7,190 (0.1%), false:13,401,065 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '93juu8': 1 (0.0%) + '93juwl': 1 (0.0%) + '93juwm': 1 (0.0%) + '93juwn': 1 (0.0%) + '93juwo': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:8,724,684 (65.1%), false:4,683,571 (34.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:0 (0.0%), false:13,408,255 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:53,519 (0.4%), false:13,354,736 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:2,910,214 (21.7%), false:10,498,041 (78.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:5,614,647 (41.9%), false:7,793,608 (58.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:170,355 (1.3%), false:13,237,900 (98.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +Null/Empty: empty_str:12,688,740 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#646d73': 1,355 (0.2%) + '#ffb000': 852 (0.1%) + '#373c3f': 392 (0.1%) + '#ea0027': 384 (0.1%) + '#0079d3': 304 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:10,248,203, str:3,160,052 +Null/Empty: null:10,248,203, empty_str:348,563 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 170 (0.0%) + 'question': 129 (0.0%) + 'xbox': 104 (0.0%) + 'one': 70 (0.0%) + 'image': 66 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 13,408,255/13,408,255 (100.0%) +Types: list:13,408,255 +Null/Empty: empty_arr:12,260,091 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:11,410,085, str:1,998,170 +Null/Empty: null:11,410,085, empty_str:40,796 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9c53efac-cd94-11e7-8824-0eba7e80ccec': 26 (0.0%) + 'b0d9b3a8-f923-11e1-859b-12313d14a568': 19 (0.0%) + '9baa7d3e-91f5-11e8-a2d9-0e9f416bb83c': 17 (0.0%) + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 17 (0.0%) + '7142cbe8-b4a2-11e4-89f6-22000b2c0699': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:10,250,358, str:3,157,897 +Null/Empty: null:10,250,358, empty_str:8,507 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 150 (0.0%) + 'Question': 99 (0.0%) + 'Xbox': 50 (0.0%) + 'PS4': 47 (0.0%) + 'Image': 46 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 12,861,064 (95.9%) + 'light': 547,191 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 12,260,091 (91.4%) + 'richtext': 1,148,164 (8.6%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:165,789 (1.2%), false:13,242,466 (98.8%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:12,149,354, dict:1,258,901 +Null/Empty: null:12,149,354 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 13,408,255/13,408,255 (100.0%) +Types: dict:13,408,255 +Null/Empty: empty_obj:12,315,657 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:107 (0.0%), false:13,408,148 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:8,018,248 (59.8%), false:5,390,007 (40.2%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 13,408,255/13,408,255 (100.0%) +Types: int:13,408,255 +Numeric values: 13,408,255 total +Numeric range: min:0, max:40,271, avg:7.6 +Numeric std dev: 73.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 13,408,255/13,408,255 (100.0%) +Types: int:13,408,255 +Numeric values: 13,408,255 total +Numeric range: min:0, max:1,121, avg:0.0 +Numeric std dev: 0.5 +Unique numbers tracked: 75 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:1,211,465 (9.0%), false:12,196,790 (91.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:8,197,951, NoneType:5,210,304 +Null/Empty: null:5,210,304 +String length avg: 8.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 6,208,048 (75.7%) + 'promo_adult_nsfw': 873,666 (10.7%) + 'house_only': 857,991 (10.5%) + 'no_ads': 187,908 (2.3%) + 'promo_all': 53,850 (0.7%) + 'promo_specified': 16,449 (0.2%) + 'promo_adult': 39 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +String length avg: 67.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/greatawakening/comments/93juu8/president_trump_...': 1 (0.0%) + '/r/HungryArtists/comments/93juwl/for_hire_animesty...': 1 (0.0%) + '/r/EarthPorn/comments/93juwm/the_smoke_in_yosemite...': 1 (0.0%) + '/r/DevilmanCrybaby/comments/93juwn/i_make_video_es...': 1 (0.0%) + '/r/wow/comments/93juwo/my_take_on_the_real_problem...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:0 (0.0%), false:13,408,255 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 13,408,255/13,408,255 (100.0%) +Types: int:8,197,951, NoneType:5,210,304 +Null/Empty: null:5,210,304 +Numeric values: 8,197,951 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.9 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 6,208,048 (75.7%) + 1: 874,479 (10.7%) + 3: 873,666 (10.7%) + 0: 187,908 (2.3%) + 5: 53,850 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:0 (0.0%), false:13,408,255 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:13,407,605, str:650 +Null/Empty: null:13,407,605 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 650 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 13,408,255/13,408,255 (100.0%) +Types: int:13,408,255 +Numeric values: 13,408,255 total +Numeric range: min:1,536,690,935, max:1,537,420,861, avg:1536763659.3 +Numeric std dev: 43077.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 13,408,255/13,408,255 (100.0%) +Types: int:13,408,255 +Numeric values: 13,408,255 total +Numeric range: min:0, max:184,753, avg:66.0 +Numeric std dev: 1014.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:12,149,354, dict:1,258,901 +Null/Empty: null:12,149,354 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 13,408,255/13,408,255 (100.0%) +Types: dict:13,408,255 +Null/Empty: empty_obj:12,315,657 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +Null/Empty: empty_str:7,104,002 +String length avg: 368.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 632 (0.0%) + '[removed]': 450 (0.0%) + ' ': 4 (0.0%) + 'Title': 3 (0.0%) + 'This was automatically posted.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:11,257,187 (84.0%), false:2,151,068 (16.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:70,488 (0.5%), false:13,337,767 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:11,421 (0.1%), false:13,396,834 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 34 (0.0%) + 'DotA2': 22 (0.0%) + 'autotldr': 19 (0.0%) + 'FortNiteBR': 17 (0.0%) + 'RocketLeagueExchange': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 34 (0.0%) + 't5_2s580': 22 (0.0%) + 't5_2thsh': 19 (0.0%) + 't5_3oeyf': 17 (0.0%) + 't5_3g4tc': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +String length avg: 12.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/AskReddit': 34 (0.0%) + 'r/DotA2': 22 (0.0%) + 'r/autotldr': 19 (0.0%) + 'r/FortNiteBR': 17 (0.0%) + 'r/RocketLeagueExchange': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 13,408,255/13,408,255 (100.0%) +Types: int:13,408,255 +Numeric values: 13,408,255 total +Numeric range: min:0, max:29,392,687, avg:1446629.9 +Numeric std dev: 4547040.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +String length avg: 6.2 +Unique strings tracked: 5 +String values distribution: + 'public': 11,813,056 (88.1%) + 'restricted': 997,133 (7.4%) + 'user': 597,987 (4.5%) + 'private': 55 (0.0%) + 'gold_restricted': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:11,498,027, str:1,910,228 +Null/Empty: null:11,498,027 +String length avg: 5.3 +Unique strings tracked: 7 +String values distribution: + 'confidence': 700,302 (36.7%) + 'qa': 605,594 (31.7%) + 'new': 339,034 (17.7%) + 'top': 244,086 (12.8%) + 'old': 16,490 (0.9%) + 'controversial': 4,599 (0.2%) + 'random': 123 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +String length avg: 28.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,471 (0.0%) + 'self': 1,047 (0.0%) + 'nsfw': 178 (0.0%) + 'image': 42 (0.0%) + 'spoiler': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 13,408,255/13,408,255 (100.0%) +Types: int:7,351,222, NoneType:6,057,033 +Null/Empty: null:6,057,033 +Numeric values: 7,351,222 total +Numeric range: min:1, max:140, avg:109.0 +Numeric std dev: 28.2 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 13,408,255/13,408,255 (100.0%) +Types: int:7,351,222, NoneType:6,057,033 +Null/Empty: null:6,057,033 +Numeric values: 7,351,222 total +Numeric range: min:1, max:140, avg:139.4 +Numeric std dev: 6.6 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +Null/Empty: empty_str:1 +String length avg: 55.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'me_irl': 3 (0.0%) + 'Match Thread: Manchester United vs Real Madrid [In...': 3 (0.0%) + 'Vienna Black - Cute Latina Gets Her Present': 2 (0.0%) + 'Jebaited Reckful.': 2 (0.0%) + 'me irl': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +String length avg: 71.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/ErKdi6Q.gifv': 3 (0.0%) + 'https://i.redd.it/ftvwndiogdd11.jpg': 2 (0.0%) + 'https://clips.twitch.tv/GoodGloriousTireKappaRoss': 2 (0.0%) + 'https://www.reddit.com/r/Bitcoin/comments/93jv33/e...': 2 (0.0%) + 'http://newsforgamers.net/2018/07/31/sea-of-thieves...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:8,197,951, NoneType:5,210,304 +Null/Empty: null:5,210,304 +String length avg: 8.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 6,163,972 (75.2%) + 'promo_adult_nsfw': 918,487 (11.2%) + 'house_only': 857,991 (10.5%) + 'no_ads': 187,908 (2.3%) + 'promo_all': 53,105 (0.6%) + 'promo_specified': 16,449 (0.2%) + 'promo_adult': 39 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 13,408,255/13,408,255 (100.0%) +Types: int:8,197,951, NoneType:5,210,304 +Null/Empty: null:5,210,304 +Numeric values: 8,197,951 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.9 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 6,163,972 (75.2%) + 3: 918,487 (11.2%) + 1: 874,479 (10.7%) + 0: 187,908 (2.3%) + 5: 53,105 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 11,124,484/13,408,255 (83.0%) +Types: int:11,072,140, NoneType:52,344 +Null/Empty: null:52,344 +Numeric values: 11,072,140 total +Numeric range: min:1,118,030,400, max:1,535,647,182, avg:1474361450.8 +Numeric std dev: 65168112.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 11,124,484/13,408,255 (83.0%) +Types: list:11,124,484 +Null/Empty: empty_arr:10,677,389 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 11,124,484/13,408,255 (83.0%) +Types: str:11,124,484 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 10,677,389 (96.0%) + 'richtext': 447,095 (4.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 11,124,484/13,408,255 (83.0%) +Types: str:11,124,484 +String length avg: 9.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6sklr': 17 (0.0%) + 't2_hcdy8': 15 (0.0%) + 't2_bcevk': 14 (0.0%) + 't2_7j1ul9h': 6 (0.0%) + 't2_yqf1o': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 5,272,421/13,408,255 (39.3%) +Types: str:5,272,421 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'image': 2,034,546 (38.6%) + 'link': 2,009,111 (38.1%) + 'rich:video': 581,709 (11.0%) + 'self': 539,522 (10.2%) + 'hosted:video': 105,724 (2.0%) + 'video': 1,809 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 5,272,421/13,408,255 (39.3%) +Types: dict:5,272,421 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 328,532/13,408,255 (2.5%) +Types: str:328,532 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_93jg37': 12 (0.0%) + 't3_93d9x4': 11 (0.0%) + 't3_93i5c9': 9 (0.0%) + 't3_93gykb': 9 (0.0%) + 't3_93iso3': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 328,532/13,408,255 (2.5%) +Types: list:328,532 +Null/Empty: empty_arr:2,870 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 128,097/13,408,255 (1.0%) +Types: NoneType:128,097 +Null/Empty: null:128,097 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 33,372/13,408,255 (0.2%) +Types: bool:33,372 +Booleans: true:33,372 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: previous_visits Occurrence: 18,153/13,408,255 (0.1%) +Types: list:18,153 +Null/Empty: empty_arr:17,754 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 16,581/13,408,255 (0.1%) +Types: NoneType:16,581 +Null/Empty: null:16,581 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 16,581/13,408,255 (0.1%) +Types: NoneType:16,581 +Null/Empty: null:16,581 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 16,581/13,408,255 (0.1%) +Types: str:16,535, NoneType:46 +Null/Empty: null:46 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_9fpoz': 71 (0.4%) + 't2_1w6uuu4k': 58 (0.4%) + 't2_x26g20h': 54 (0.3%) + 't2_106xdnq7': 41 (0.2%) + 't2_ctb2l2s': 37 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 16,581/13,408,255 (0.1%) +Types: str:13,309, NoneType:3,272 +Null/Empty: null:3,272 +String length avg: 24.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'www.offerup.com/download': 58 (0.4%) + 'Choose.CA': 40 (0.3%) + 'lemonade.com': 37 (0.3%) + 'thinkful.com': 33 (0.2%) + 'www.ragingbone.com': 22 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 16,581/13,408,255 (0.1%) +Types: NoneType:16,540, str:41 +Null/Empty: null:16,540 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 23 (56.1%) + 'iframe': 18 (43.9%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 16,581/13,408,255 (0.1%) +Types: NoneType:16,540, str:41 +Null/Empty: null:16,540 +String length avg: 50.6 +Unique strings tracked: 16 +Top 5 string values: + 'https://imgur.com/a/ieym32P': 9 (22.0%) + 'https://player.wbur.org/endlessthread/2018/08/24/u...': 6 (14.6%) + 'https://player.wbur.org/endlessthread/2018/08/31/t...': 5 (12.2%) + 'https://player.wbur.org/endlessthread/2018/08/17/l...': 4 (9.8%) + 'https://music.youtube.com/playlist?list=RDCLAK5uy_...': 3 (7.3%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 16,581/13,408,255 (0.1%) +Types: list:16,581 +Null/Empty: empty_arr:16,581 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 16,581/13,408,255 (0.1%) +Types: list:16,581 +Null/Empty: empty_arr:16,581 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 16,581/13,408,255 (0.1%) +Types: str:16,581 +String length avg: 87.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://app.appsflyer.com/id468996152?af_ad_id={{C...': 18 (0.1%) + 'http://coupon.beyda.cn/deals/gaming-headset': 10 (0.1%) + 'https://www.osexy.fr/': 10 (0.1%) + 'https://app.appsflyer.com/com.offerup?af_ad_id={{C...': 8 (0.0%) + 'https://app.appsflyer.com/id468996152?af_ad_id={{C...': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 16,581/13,408,255 (0.1%) +Types: bool:16,581 +Booleans: true:0 (0.0%), false:16,581 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 16,581/13,408,255 (0.1%) +Types: str:16,581 +Null/Empty: empty_str:1,541 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/dMnC9rlyMbFm...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/nWpd9X9wIRow...': 11 (0.1%) + 'https://reddit-image.s3.amazonaws.com/H7wStb0LVPRw...': 10 (0.1%) + 'https://reddit-image.s3.amazonaws.com/BckHvZUtnXeL...': 9 (0.1%) + 'https://reddit-image.s3.amazonaws.com/bQjAxthaA7rD...': 8 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 16,581/13,408,255 (0.1%) +Types: NoneType:16,581 +Null/Empty: null:16,581 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 16,581/13,408,255 (0.1%) +Types: dict:16,581 +Null/Empty: empty_obj:16,581 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 16,581/13,408,255 (0.1%) +Types: NoneType:16,581 +Null/Empty: null:16,581 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 16,581/13,408,255 (0.1%) +Types: bool:16,581 +Booleans: true:16,581 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 16,581/13,408,255 (0.1%) +Types: NoneType:16,581 +Null/Empty: null:16,581 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 16,581/13,408,255 (0.1%) +Types: NoneType:16,581 +Null/Empty: null:16,581 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 16,581/13,408,255 (0.1%) +Types: NoneType:16,581 +Null/Empty: null:16,581 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 16,581/13,408,255 (0.1%) +Types: bool:16,581 +Booleans: true:16,581 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 16,581/13,408,255 (0.1%) +Types: list:16,144, NoneType:437 +Null/Empty: null:437, empty_arr:15,556 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 16,581/13,408,255 (0.1%) +Types: NoneType:16,581 +Null/Empty: null:16,581 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 16,581/13,408,255 (0.1%) +Types: NoneType:16,581 +Null/Empty: null:16,581 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 12,466/13,408,255 (0.1%) +Types: str:12,450, NoneType:16 +Null/Empty: null:16 +String length avg: 8.7 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 3,715 (29.8%) + 'Shop Now': 3,328 (26.7%) + 'View More': 1,723 (13.8%) + 'Sign Up': 1,108 (8.9%) + 'Install': 754 (6.1%) + +================================================================================ + +================================================================================ +FILE: RS_2018-09.jsonl +Analysis Time: 2026-01-15 10:37:28 +================================================================================ +Total lines: 13,107,215 +Processed lines: 13,107,215 +Total unique fields: 107 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 295 (0.0%) + 'sharewithme': 16 (0.0%) + 'zhangp_0409': 14 (0.0%) + 'Deyuii': 9 (0.0%) + 'RPBot': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:9,340,864, str:3,766,351 +Null/Empty: null:9,340,864, empty_str:3,678,976 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 9,930 (11.4%) + '#dadada': 8,255 (9.4%) + '#ff66ac': 4,045 (4.6%) + '#edeff1': 3,271 (3.7%) + '#0079d3': 2,469 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:11,829,533, str:1,277,682 +Null/Empty: null:11,829,533, empty_str:250,319 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'flashing': 48 (0.0%) + 'default': 29 (0.0%) + 'PS4': 27 (0.0%) + 'MURICA': 24 (0.0%) + 'ver': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:12,361,699, str:745,516 +Null/Empty: null:12,361,699, empty_str:69,969 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fc071bc8-3229-11e8-82c6-0ec6c95d488a': 70 (0.0%) + '8d08ad36-5786-11e8-bad6-0e6ead40b16a': 55 (0.0%) + 'e0d6c1c6-717a-11e6-bdf5-0e34abc094bf': 19 (0.0%) + '650ac4b4-1d29-11e8-8ce9-0e0c1cb2f96e': 13 (0.0%) + '3d907e20-7f98-11e8-bf2e-0e9529ef79a8': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:11,669,573, str:1,437,642 +Null/Empty: null:11,669,573, empty_str:220,901 +String length avg: 17.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 32 (0.0%) + 'PS4': 20 (0.0%) + 'BOT': 17 (0.0%) + 'verified': 14 (0.0%) + ' ': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:9,340,864, str:3,766,351 +Null/Empty: null:9,340,864 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 3,726,407 (98.9%) + 'light': 39,944 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:10,761,600 (82.1%), false:2,345,615 (17.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:0 (0.0%), false:13,107,215 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:13,091,913, str:15,302 +Null/Empty: null:13,091,913 +String length avg: 10.1 +Unique strings tracked: 12 +Top 5 string values: + 'videos': 3,450 (22.5%) + 'drawing_and_painting': 2,372 (15.5%) + 'gaming': 2,047 (13.4%) + 'photography': 1,792 (11.7%) + 'entertainment': 1,490 (9.7%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:12,900,459, list:206,756 +Null/Empty: null:12,900,459 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:5,686 (0.0%), false:13,101,529 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 13,107,215/13,107,215 (100.0%) +Types: int:13,107,215 +Numeric values: 13,107,215 total +Numeric range: min:1,535,760,000, max:1,538,351,999, avg:1537071056.2 +Numeric std dev: 744883.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:13,037,871, str:69,344 +Null/Empty: null:13,037,871 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 69,300 (99.9%) + 'admin': 44 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 601 (0.0%) + 'youtube.com': 86 (0.0%) + 'i.imgur.com': 81 (0.0%) + 'imgur.com': 78 (0.0%) + 'youtu.be': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:12,678,668, int:428,547 +Booleans: true:0 (0.0%), false:12,678,668 (100.0%) +Numeric values: 428,547 total +Numeric range: min:1,535,760,155, max:1,540,197,006, avg:1537143955.3 +Numeric std dev: 797109.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 13,107,215/13,107,215 (100.0%) +Types: int:13,107,215 +Numeric values: 13,107,215 total +Numeric range: min:0, max:45, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 21 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:0 (0.0%), false:13,107,215 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9byp4p': 1 (0.0%) + '9byp4q': 1 (0.0%) + '9byp4r': 1 (0.0%) + '9byp4s': 1 (0.0%) + '9byp4t': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:8,361,472 (63.8%), false:4,745,743 (36.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:10 (0.0%), false:13,107,205 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:56,351 (0.4%), false:13,050,864 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:2,883,136 (22.0%), false:10,224,079 (78.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:5,368,661 (41.0%), false:7,738,554 (59.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:173,209 (1.3%), false:12,934,006 (98.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +Null/Empty: empty_str:12,364,011 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#761fa1': 961 (0.1%) + '#ffb000': 619 (0.1%) + '#b8001f': 448 (0.1%) + '#ea0027': 405 (0.1%) + '#373c3f': 357 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:10,104,618, str:3,002,597 +Null/Empty: null:10,104,618, empty_str:375,531 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 155 (0.0%) + 'question': 143 (0.0%) + 'xbox': 78 (0.0%) + 'red': 65 (0.0%) + 'removed': 52 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 13,107,215/13,107,215 (100.0%) +Types: list:13,107,215 +Null/Empty: empty_arr:12,007,337 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:11,192,225, str:1,914,990 +Null/Empty: null:11,192,225 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 18 (0.0%) + '9c53efac-cd94-11e7-8824-0eba7e80ccec': 12 (0.0%) + '7142cbe8-b4a2-11e4-89f6-22000b2c0699': 11 (0.0%) + 'd50977ac-9447-11e8-8c25-0e40b4488568': 10 (0.0%) + '328ff9f0-9493-11e8-bb38-0eab79b479bc': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:10,117,932, str:2,989,283 +Null/Empty: null:10,117,932, empty_str:1,245 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 131 (0.0%) + 'Question': 113 (0.0%) + 'PS4': 50 (0.0%) + 'Xbox': 49 (0.0%) + 'Fluff': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 12,555,335 (95.8%) + 'light': 551,880 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 12,007,337 (91.6%) + 'richtext': 1,099,878 (8.4%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:183,124 (1.4%), false:12,924,091 (98.6%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:11,902,713, dict:1,204,502 +Null/Empty: null:11,902,713 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 13,107,215/13,107,215 (100.0%) +Types: dict:13,107,215 +Null/Empty: empty_obj:12,071,760 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:70 (0.0%), false:13,107,145 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:7,821,383 (59.7%), false:5,285,832 (40.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 13,107,215/13,107,215 (100.0%) +Types: int:13,107,215 +Numeric values: 13,107,215 total +Numeric range: min:0, max:48,545, avg:7.6 +Numeric std dev: 82.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 13,107,215/13,107,215 (100.0%) +Types: int:13,107,215 +Numeric values: 13,107,215 total +Numeric range: min:0, max:279, avg:0.0 +Numeric std dev: 0.4 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:1,257,195 (9.6%), false:11,850,020 (90.4%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:7,932,198, NoneType:5,175,017 +Null/Empty: null:5,175,017 +String length avg: 8.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 6,054,281 (76.3%) + 'promo_adult_nsfw': 878,765 (11.1%) + 'house_only': 758,301 (9.6%) + 'no_ads': 183,681 (2.3%) + 'promo_all': 42,233 (0.5%) + 'promo_specified': 14,898 (0.2%) + 'promo_adult': 39 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Dinosaurs/comments/9byp4p/journey_to_the_beginn...': 1 (0.0%) + '/r/UnsentLetters/comments/9byp4q/i_know_how_absolu...': 1 (0.0%) + '/r/islam/comments/9byp4r/eat_it_it_relates_to_isla...': 1 (0.0%) + '/r/bigdicklovers/comments/9byp4s/28_mf4m_midwest_a...': 1 (0.0%) + '/r/facepalm/comments/9byp4t/im_trying_so_hard_to_c...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:0 (0.0%), false:13,107,215 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 13,107,215/13,107,215 (100.0%) +Types: int:7,932,198, NoneType:5,175,017 +Null/Empty: null:5,175,017 +Numeric values: 7,932,198 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.8 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 6,054,281 (76.3%) + 3: 878,765 (11.1%) + 1: 773,238 (9.7%) + 0: 183,681 (2.3%) + 5: 42,233 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:101,183 (0.8%), false:13,006,032 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:13,105,664, str:1,551 +Null/Empty: null:13,105,664 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 1,551 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 13,107,215/13,107,215 (100.0%) +Types: int:13,107,215 +Numeric values: 13,107,215 total +Numeric range: min:1,536,835,203, max:1,540,351,680, avg:1540106802.1 +Numeric std dev: 212023.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 13,107,215/13,107,215 (100.0%) +Types: int:13,107,215 +Numeric values: 13,107,215 total +Numeric range: min:0, max:195,757, avg:70.6 +Numeric std dev: 1042.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:11,902,713, dict:1,204,502 +Null/Empty: null:11,902,713 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 13,107,215/13,107,215 (100.0%) +Types: dict:13,107,215 +Null/Empty: empty_obj:12,071,760 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +Null/Empty: empty_str:7,042,032 +String length avg: 381.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 653 (0.0%) + '[removed]': 425 (0.0%) + '&#x200B;': 11 (0.0%) + ' + +FOX News legal expert and author **Gregg Jarrett...': 4 (0.0%) + 'This was automatically posted.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:11,105,834 (84.7%), false:2,001,381 (15.3%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:75,628 (0.6%), false:13,031,587 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:10,591 (0.1%), false:13,096,624 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 22 (0.0%) + 'dirtykikpals': 14 (0.0%) + 'mynews': 14 (0.0%) + 'Showerthoughts': 13 (0.0%) + 'FortNiteBR': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 22 (0.0%) + 't5_2wtau': 14 (0.0%) + 't5_2qi83': 14 (0.0%) + 't5_2szyo': 13 (0.0%) + 't5_3oeyf': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 12.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/AskReddit': 22 (0.0%) + 'r/dirtykikpals': 14 (0.0%) + 'r/mynews': 14 (0.0%) + 'r/Showerthoughts': 13 (0.0%) + 'r/FortNiteBR': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 13,107,215/13,107,215 (100.0%) +Types: int:13,107,215 +Numeric values: 13,107,215 total +Numeric range: min:0, max:30,641,830, avg:1441786.9 +Numeric std dev: 4575533.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 6.2 +Unique strings tracked: 5 +String values distribution: + 'public': 11,432,161 (87.2%) + 'restricted': 926,613 (7.1%) + 'user': 748,330 (5.7%) + 'private': 86 (0.0%) + 'gold_restricted': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:11,067,885, str:2,039,330 +Null/Empty: null:11,067,885 +String length avg: 5.1 +Unique strings tracked: 7 +String values distribution: + 'qa': 756,150 (37.1%) + 'confidence': 718,689 (35.2%) + 'new': 298,840 (14.7%) + 'top': 243,541 (11.9%) + 'old': 16,043 (0.8%) + 'controversial': 4,766 (0.2%) + 'random': 1,301 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 28.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,420 (0.0%) + 'self': 957 (0.0%) + 'nsfw': 158 (0.0%) + 'image': 33 (0.0%) + 'spoiler': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 13,107,215/13,107,215 (100.0%) +Types: int:7,312,380, NoneType:5,794,835 +Null/Empty: null:5,794,835 +Numeric values: 7,312,380 total +Numeric range: min:1, max:140, avg:109.5 +Numeric std dev: 28.3 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 13,107,215/13,107,215 (100.0%) +Types: int:7,312,380, NoneType:5,794,835 +Null/Empty: null:5,794,835 +Numeric values: 7,312,380 total +Numeric range: min:1, max:140, avg:139.4 +Numeric std dev: 6.9 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 55.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Ready to do work': 4 (0.0%) + 'me irl': 2 (0.0%) + 'Washed my baby': 2 (0.0%) + 'Hi': 2 (0.0%) + 'The Candy Creepers': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 70.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://imgur.com/OyWYUoj': 6 (0.0%) + 'https://i.redd.it/xxuo884ipij11.jpg': 3 (0.0%) + 'https://twitter.com/realDonaldTrump/status/1035678...': 3 (0.0%) + 'https://www.reddit.com/r/CFB/comments/9byp6p/game_...': 2 (0.0%) + 'https://https://youtu.be/HMn3zdojPmA': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:7,932,198, NoneType:5,175,017 +Null/Empty: null:5,175,017 +String length avg: 8.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 6,011,658 (75.8%) + 'promo_adult_nsfw': 921,682 (11.6%) + 'house_only': 758,301 (9.6%) + 'no_ads': 183,681 (2.3%) + 'promo_all': 41,939 (0.5%) + 'promo_specified': 14,898 (0.2%) + 'promo_adult': 39 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 13,107,215/13,107,215 (100.0%) +Types: int:7,932,198, NoneType:5,175,017 +Null/Empty: null:5,175,017 +Numeric values: 7,932,198 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.8 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 6,011,658 (75.8%) + 3: 921,682 (11.6%) + 1: 773,238 (9.7%) + 0: 183,681 (2.3%) + 5: 41,939 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 13,107,077/13,107,215 (100.0%) +Types: int:10,830,610, NoneType:2,276,467 +Null/Empty: null:2,276,467 +Numeric values: 10,830,610 total +Numeric range: min:1,118,030,400, max:1,538,351,774, avg:1477844926.5 +Numeric std dev: 65917493.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 13,107,077/13,107,215 (100.0%) +Types: str:10,831,307, NoneType:2,275,770 +Null/Empty: null:2,275,770 +String length avg: 9.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_bcevk': 16 (0.0%) + 't2_esdtq': 14 (0.0%) + 't2_zqta7': 9 (0.0%) + 't2_knsf9': 8 (0.0%) + 't2_14aqaptq': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 13,100,837/13,107,215 (100.0%) +Types: dict:13,100,837 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 12,958,989/13,107,215 (98.9%) +Types: bool:12,958,989 +Booleans: true:0 (0.0%), false:12,958,989 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 12,952,611/13,107,215 (98.8%) +Types: bool:12,952,611 +Booleans: true:8,309,555 (64.2%), false:4,643,056 (35.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 10,831,307/13,107,215 (82.6%) +Types: list:10,831,307 +Null/Empty: empty_arr:10,396,532 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 10,831,307/13,107,215 (82.6%) +Types: str:10,831,307 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 10,396,532 (96.0%) + 'richtext': 434,775 (4.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 10,682,213/13,107,215 (81.5%) +Types: bool:10,682,213 +Booleans: true:0 (0.0%), false:10,682,213 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 5,167,021/13,107,215 (39.4%) +Types: str:5,167,021 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'image': 2,034,209 (39.4%) + 'link': 1,976,699 (38.3%) + 'rich:video': 554,871 (10.7%) + 'self': 490,369 (9.5%) + 'hosted:video': 109,658 (2.1%) + 'video': 1,215 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 5,167,021/13,107,215 (39.4%) +Types: dict:5,167,021 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 353,695/13,107,215 (2.7%) +Types: str:353,695 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_9bxw0f': 13 (0.0%) + 't3_9bxfmz': 12 (0.0%) + 't3_9by551': 10 (0.0%) + 't3_9bx00n': 9 (0.0%) + 't3_9bwkx8': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 353,695/13,107,215 (2.7%) +Types: list:353,695 +Null/Empty: empty_arr:2,277 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 128,990/13,107,215 (1.0%) +Types: NoneType:128,990 +Null/Empty: null:128,990 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 41,552/13,107,215 (0.3%) +Types: bool:41,552 +Booleans: true:41,552 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 16,104/13,107,215 (0.1%) +Types: NoneType:16,104 +Null/Empty: null:16,104 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 16,104/13,107,215 (0.1%) +Types: NoneType:16,104 +Null/Empty: null:16,104 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 16,104/13,107,215 (0.1%) +Types: str:16,024, NoneType:80 +Null/Empty: null:80 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_g70g0fx': 43 (0.3%) + 't2_2norrnc': 42 (0.3%) + 't2_medxm22': 38 (0.2%) + 't2_kbwkm': 36 (0.2%) + 't2_1gzd93bt': 28 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 16,104/13,107,215 (0.1%) +Types: str:13,292, NoneType:2,812 +Null/Empty: null:2,812 +String length avg: 25.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.voidu.com/en/': 40 (0.3%) + 'https://magdock.ipitaka.com/': 36 (0.3%) + 'https://codingbootcamp.richmond.edu': 26 (0.2%) + 'https://contento.marketing/guest-posting-for-brand...': 24 (0.2%) + 'Huel.com': 22 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 16,104/13,107,215 (0.1%) +Types: NoneType:16,092, str:12 +Null/Empty: null:16,092 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 11 (91.7%) + 'iframe': 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 16,104/13,107,215 (0.1%) +Types: NoneType:16,092, str:12 +Null/Empty: null:16,092 +String length avg: 68.5 +Unique strings tracked: 10 +String values distribution: + 'https://music.youtube.com/playlist?list=RDCLAK5uy_...': 2 (16.7%) + 'https://open.spotify.com/embed/user/spotify/playli...': 2 (16.7%) + 'https://www.youtube.com/playlist?list=RDCLAK5uy_l5...': 1 (8.3%) + 'https://www.youtube.com/watch?v=KMnZtAvVlRM&fe...': 1 (8.3%) + 'https://open.spotify.com/user/spotify/playlist/37i...': 1 (8.3%) + 'https://music.youtube.com/playlist?list=PLz-OXViJF...': 1 (8.3%) + 'https://open.spotify.com/episode/6iGgnKSXDQkhKFjqJ...': 1 (8.3%) + 'https://www.youtube.com/watch?v=etkd57lPfPU': 1 (8.3%) + 'https://www.youtube.com/watch?v=y9Trdafp83U': 1 (8.3%) + 'https://www.reddit.com/': 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 16,104/13,107,215 (0.1%) +Types: list:16,104 +Null/Empty: empty_arr:16,104 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 16,104/13,107,215 (0.1%) +Types: list:16,104 +Null/Empty: empty_arr:16,104 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 16,104/13,107,215 (0.1%) +Types: str:16,104 +String length avg: 88.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.reddit.com/r/wonoworld': 25 (0.2%) + 'http://www.leagueoflegendsincinemas.com/': 14 (0.1%) + 'https://adultsdelight.com': 11 (0.1%) + 'https://www.amazon.com/stores/page/79C0099B-5141-4...': 11 (0.1%) + 'https://www.amazon.com/dp/B07GZF761Q': 10 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 16,104/13,107,215 (0.1%) +Types: bool:16,104 +Booleans: true:0 (0.0%), false:16,104 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 16,104/13,107,215 (0.1%) +Types: str:16,104 +Null/Empty: empty_str:2,223 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/wdaXqehvf47E...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/_Ug22TmI0hqx...': 10 (0.1%) + 'https://reddit-image.s3.amazonaws.com/ARWkGKR9MI1J...': 8 (0.1%) + 'https://reddit-image.s3.amazonaws.com/hNPjl8dIycR3...': 8 (0.1%) + 'https://reddit-image.s3.amazonaws.com/Y-LQyYgwnVWM...': 8 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 16,104/13,107,215 (0.1%) +Types: NoneType:16,104 +Null/Empty: null:16,104 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 16,104/13,107,215 (0.1%) +Types: dict:16,104 +Null/Empty: empty_obj:16,104 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 16,104/13,107,215 (0.1%) +Types: NoneType:16,104 +Null/Empty: null:16,104 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 16,104/13,107,215 (0.1%) +Types: bool:16,104 +Booleans: true:16,104 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 16,104/13,107,215 (0.1%) +Types: NoneType:16,104 +Null/Empty: null:16,104 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 16,104/13,107,215 (0.1%) +Types: NoneType:16,104 +Null/Empty: null:16,104 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 16,104/13,107,215 (0.1%) +Types: NoneType:16,104 +Null/Empty: null:16,104 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 16,104/13,107,215 (0.1%) +Types: bool:16,104 +Booleans: true:16,104 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 16,104/13,107,215 (0.1%) +Types: list:15,773, NoneType:331 +Null/Empty: null:331, empty_arr:15,259 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 16,104/13,107,215 (0.1%) +Types: NoneType:16,104 +Null/Empty: null:16,104 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 16,104/13,107,215 (0.1%) +Types: NoneType:16,104 +Null/Empty: null:16,104 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 12,809/13,107,215 (0.1%) +Types: str:12,809 +String length avg: 8.7 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 4,017 (31.4%) + 'Shop Now': 3,362 (26.2%) + 'View More': 1,604 (12.5%) + 'Sign Up': 1,307 (10.2%) + 'Download': 571 (4.5%) + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 136/13,107,215 (0.0%) +Types: float:136 +Numeric values: 136 total +Numeric range: min:1,536,237,000.0, max:2,547,383,400.0, avg:1546586807.2 +Numeric std dev: 87422071.8 +Unique numbers tracked: 96 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 136/13,107,215 (0.0%) +Types: bool:136 +Booleans: true:0 (0.0%), false:136 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 136/13,107,215 (0.0%) +Types: float:136 +Numeric values: 136 total +Numeric range: min:1,536,233,400.0, max:2,547,369,000.0, avg:1546575995.7 +Numeric std dev: 87421681.3 +Unique numbers tracked: 93 + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 67/13,107,215 (0.0%) +Types: list:67 + +================================================================================ + +================================================================================ +FILE: RS_2018-10.jsonl +Analysis Time: 2026-01-15 11:01:32 +================================================================================ +Total lines: 13,975,028 +Processed lines: 13,975,028 +Total unique fields: 108 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 297 (0.0%) + 'xxx_user': 34 (0.0%) + 'sharewithme': 16 (0.0%) + 'Lela_Star_videos': 11 (0.0%) + 'autotldr': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:10,010,286, str:3,964,742 +Null/Empty: null:10,010,286, empty_str:3,850,523 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 14,732 (12.9%) + '#dadada': 6,882 (6.0%) + '#edeff1': 2,561 (2.2%) + '#ff66ac': 2,258 (2.0%) + '#373c3f': 2,078 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:12,665,646, str:1,309,382 +Null/Empty: null:12,665,646, empty_str:290,425 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 54 (0.0%) + 'flashing': 29 (0.0%) + 'bronze': 19 (0.0%) + 'ver': 19 (0.0%) + 'xbox': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:13,171,253, str:803,775 +Null/Empty: null:13,171,253, empty_str:77,092 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fc071bc8-3229-11e8-82c6-0ec6c95d488a': 52 (0.0%) + '8d08ad36-5786-11e8-bad6-0e6ead40b16a': 40 (0.0%) + '19e92ca2-c204-11e8-90c8-0e88601eab32': 21 (0.0%) + 'e0d6c1c6-717a-11e6-bdf5-0e34abc094bf': 19 (0.0%) + '185f0946-69a9-11e8-aeca-0e12c0248e42': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:12,495,939, str:1,479,089 +Null/Empty: null:12,495,939, empty_str:212,098 +String length avg: 17.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 38 (0.0%) + 'Official Bot': 36 (0.0%) + 'Team Bowsette': 12 (0.0%) + ' ': 11 (0.0%) + 'Bot': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:10,010,286, str:3,964,742 +Null/Empty: null:10,010,286 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 3,919,662 (98.9%) + 'light': 45,080 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:11,498,172 (82.3%), false:2,476,856 (17.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:0 (0.0%), false:13,975,028 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:13,958,725, str:16,303 +Null/Empty: null:13,958,725 +String length avg: 10.1 +Unique strings tracked: 12 +Top 5 string values: + 'videos': 3,608 (22.1%) + 'drawing_and_painting': 2,638 (16.2%) + 'gaming': 2,157 (13.2%) + 'photography': 1,891 (11.6%) + 'writing': 1,594 (9.8%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:13,754,921, list:220,107 +Null/Empty: null:13,754,921 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:5,477 (0.0%), false:13,969,551 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 13,975,028/13,975,028 (100.0%) +Types: int:13,975,028 +Numeric values: 13,975,028 total +Numeric range: min:1,538,352,000, max:1,541,030,399, avg:1539702874.2 +Numeric std dev: 776195.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:13,904,975, str:70,053 +Null/Empty: null:13,904,975 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 69,997 (99.9%) + 'admin': 56 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 698 (0.0%) + 'youtube.com': 109 (0.0%) + 'i.imgur.com': 100 (0.0%) + 'imgur.com': 71 (0.0%) + 'youtu.be': 56 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,515,507, int:459,521 +Booleans: true:0 (0.0%), false:13,515,507 (100.0%) +Numeric values: 459,521 total +Numeric range: min:1,538,352,224, max:1,542,771,710, avg:1539787743.6 +Numeric std dev: 817910.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 13,975,028/13,975,028 (100.0%) +Types: int:13,975,028 +Numeric values: 13,975,028 total +Numeric range: min:0, max:511, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 26 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 13,975,028/13,975,028 (100.0%) +Types: dict:13,975,028 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:0 (0.0%), false:13,975,028 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9kb0s1': 1 (0.0%) + '9kbbtu': 1 (0.0%) + '9kbc1u': 1 (0.0%) + '9kbc26': 1 (0.0%) + '9kbc3s': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:9,069,938 (64.9%), false:4,905,090 (35.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:90 (0.0%), false:13,974,938 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:57,374 (0.4%), false:13,917,654 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:3,230,469 (23.1%), false:10,744,559 (76.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:5,733,786 (41.0%), false:8,241,242 (59.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:205,777 (1.5%), false:13,769,251 (98.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +Null/Empty: empty_str:13,071,234 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#a964db': 746 (0.1%) + '#ffb000': 625 (0.1%) + '#ea0027': 373 (0.0%) + '#dadada': 334 (0.0%) + '#373c3f': 259 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:10,703,513, str:3,271,515 +Null/Empty: null:10,703,513, empty_str:440,440 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 138 (0.0%) + 'question': 111 (0.0%) + 'ps4': 72 (0.0%) + 'red': 56 (0.0%) + 'image': 54 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 13,975,028/13,975,028 (100.0%) +Types: list:13,975,028 +Null/Empty: empty_arr:12,690,211 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:11,780,220, str:2,194,808 +Null/Empty: null:11,780,220 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 19 (0.0%) + 'fb739244-c447-11e8-b423-0eb8b9ffbdba': 18 (0.0%) + 'a46934cc-cd94-11e7-8215-0e72d2fb0b12': 13 (0.0%) + '9c53efac-cd94-11e7-8824-0eba7e80ccec': 12 (0.0%) + '8c307296-20de-11e4-9a32-12313b0eb482': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:10,703,475, str:3,271,553 +Null/Empty: null:10,703,475, empty_str:1,262 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 145 (0.0%) + 'Question': 116 (0.0%) + 'PS4': 65 (0.0%) + 'Image': 46 (0.0%) + 'Media': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 13,316,005 (95.3%) + 'light': 659,023 (4.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 4.4 +Unique strings tracked: 2 +String values distribution: + 'text': 12,690,211 (90.8%) + 'richtext': 1,284,817 (9.2%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:201,249 (1.4%), false:13,773,779 (98.6%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:12,696,566, dict:1,278,462 +Null/Empty: null:12,696,566 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 13,975,028/13,975,028 (100.0%) +Types: dict:13,975,028 +Null/Empty: empty_obj:12,898,468 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:141 (0.0%), false:13,974,887 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:8,225,490 (58.9%), false:5,749,538 (41.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 13,975,028/13,975,028 (100.0%) +Types: int:13,975,028 +Numeric values: 13,975,028 total +Numeric range: min:0, max:47,404, avg:7.7 +Numeric std dev: 85.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 13,975,028/13,975,028 (100.0%) +Types: int:13,975,028 +Numeric values: 13,975,028 total +Numeric range: min:0, max:2,257, avg:0.0 +Numeric std dev: 0.8 +Unique numbers tracked: 87 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:1,374,440 (9.8%), false:12,600,588 (90.2%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:8,452,826, NoneType:5,522,202 +Null/Empty: null:5,522,202 +String length avg: 8.1 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 6,398,027 (75.7%) + 'house_only': 797,456 (9.4%) + 'promo_adult_nsfw': 788,294 (9.3%) + 'no_ads': 449,210 (5.3%) + 'promo_all': 19,815 (0.2%) + 'promo_specified': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 67.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/television/comments/9kb0s1/god_friended_me_seri...': 1 (0.0%) + '/r/PUBGMobile/comments/9kbbtu/pubgm_music_vid_in_s...': 1 (0.0%) + '/r/CallOfDuty/comments/9kbc1u/luckynos7evin_call_o...': 1 (0.0%) + '/r/Shadowverse/comments/9kbc26/prophetess_of_creat...': 1 (0.0%) + '/r/gorillaz/comments/9kbc3s/i_made_some_vaporwave_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:0 (0.0%), false:13,975,028 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 13,975,028/13,975,028 (100.0%) +Types: int:8,452,826, NoneType:5,522,202 +Null/Empty: null:5,522,202 +Numeric values: 8,452,826 total +Numeric range: min:0, max:6, avg:4.9 +Numeric std dev: 2.0 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 6,398,027 (75.7%) + 1: 797,480 (9.4%) + 3: 788,294 (9.3%) + 0: 449,210 (5.3%) + 5: 19,815 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:58,923 (0.4%), false:13,916,105 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:13,973,698, str:1,330 +Null/Empty: null:13,973,698 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 1,330 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 13,975,028/13,975,028 (100.0%) +Types: int:13,975,028 +Numeric values: 13,975,028 total +Numeric range: min:1,538,366,530, max:1,542,865,354, avg:1542589645.5 +Numeric std dev: 251957.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 13,975,028/13,975,028 (100.0%) +Types: int:13,975,028 +Numeric values: 13,975,028 total +Numeric range: min:0, max:183,286, avg:72.3 +Numeric std dev: 1053.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:12,696,566, dict:1,278,462 +Null/Empty: null:12,696,566 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 13,975,028/13,975,028 (100.0%) +Types: dict:13,975,028 +Null/Empty: empty_obj:12,898,468 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +Null/Empty: empty_str:7,483,433 +String length avg: 408.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 653 (0.0%) + '[removed]': 415 (0.0%) + '#►►► **[Watch NFL Live Stream Online For Free](htt...': 16 (0.0%) + 'This was automatically posted': 3 (0.0%) + 'Praise The Legendary Game Developer Todd Howard + +': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:11,899,833 (85.2%), false:2,075,195 (14.8%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:82,424 (0.6%), false:13,892,604 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:10,476 (0.1%), false:13,964,552 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'OPSBL': 35 (0.0%) + 'AskReddit': 34 (0.0%) + 'Kanye': 20 (0.0%) + 'FortNiteBR': 16 (0.0%) + 'The_Donald': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_3nty3': 35 (0.0%) + 't5_2qh1i': 34 (0.0%) + 't5_2r78l': 20 (0.0%) + 't5_3oeyf': 16 (0.0%) + 't5_38unr': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 12.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/OPSBL': 35 (0.0%) + 'r/AskReddit': 34 (0.0%) + 'r/Kanye': 20 (0.0%) + 'r/FortNiteBR': 16 (0.0%) + 'r/The_Donald': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 13,975,028/13,975,028 (100.0%) +Types: int:13,975,028 +Numeric values: 13,975,028 total +Numeric range: min:-1, max:31,525,248, avg:1490777.2 +Numeric std dev: 4663940.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 6.2 +Unique strings tracked: 5 +String values distribution: + 'public': 12,240,192 (87.6%) + 'restricted': 938,798 (6.7%) + 'user': 795,912 (5.7%) + 'private': 117 (0.0%) + 'gold_restricted': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:11,708,423, str:2,266,605 +Null/Empty: null:11,708,423 +String length avg: 5.0 +Unique strings tracked: 7 +String values distribution: + 'qa': 804,017 (35.5%) + 'confidence': 752,559 (33.2%) + 'new': 360,282 (15.9%) + 'top': 326,601 (14.4%) + 'old': 16,708 (0.7%) + 'controversial': 4,940 (0.2%) + 'random': 1,498 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 28.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,392 (0.0%) + 'self': 1,025 (0.0%) + 'nsfw': 187 (0.0%) + 'image': 35 (0.0%) + 'spoiler': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 13,975,028/13,975,028 (100.0%) +Types: int:7,872,951, NoneType:6,102,077 +Null/Empty: null:6,102,077 +Numeric values: 7,872,951 total +Numeric range: min:1, max:140, avg:109.5 +Numeric std dev: 28.3 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 13,975,028/13,975,028 (100.0%) +Types: int:7,872,951, NoneType:6,102,077 +Null/Empty: null:6,102,077 +Numeric values: 7,872,951 total +Numeric range: min:1, max:140, avg:139.4 +Numeric std dev: 7.0 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 54.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Doug Marrone of Jacksonville Jaguars on two-point ...': 7 (0.0%) + '[For Hire] I Design Development-Ready Interfaces F...': 3 (0.0%) + 'UMass suspends coach Mark Whipple one week without...': 3 (0.0%) + 'Jose Quintana to start for Cubs in tiebreaker to d...': 3 (0.0%) + 'Word of The Hour: progreso': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 70.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.rt.com/usa/439898-kavanaugh-hearing-am...': 3 (0.0%) + 'https://www.patheos.com/blogs/americanbuddhist/201...': 2 (0.0%) + 'https://i.imgur.com/UvqjUtG.jpg': 2 (0.0%) + 'https://www.catforddigitalmedia.com/manchester-uni...': 2 (0.0%) + 'https://www.thegatewaypundit.com/2018/09/here-is-t...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:8,452,826, NoneType:5,522,202 +Null/Empty: null:5,522,202 +String length avg: 8.1 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 6,351,930 (75.1%) + 'promo_adult_nsfw': 834,511 (9.9%) + 'house_only': 797,456 (9.4%) + 'no_ads': 449,210 (5.3%) + 'promo_all': 19,695 (0.2%) + 'promo_specified': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 13,975,028/13,975,028 (100.0%) +Types: int:8,452,826, NoneType:5,522,202 +Null/Empty: null:5,522,202 +Numeric values: 8,452,826 total +Numeric range: min:0, max:6, avg:4.9 +Numeric std dev: 2.0 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 6,351,930 (75.1%) + 3: 834,511 (9.9%) + 1: 797,480 (9.4%) + 0: 449,210 (5.3%) + 5: 19,695 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 13,974,242/13,975,028 (100.0%) +Types: int:11,538,555, NoneType:2,435,687 +Null/Empty: null:2,435,687 +Numeric values: 11,538,555 total +Numeric range: min:1,118,030,400, max:1,541,030,266, avg:1479992767.7 +Numeric std dev: 66286318.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 13,974,242/13,975,028 (100.0%) +Types: str:11,538,790, NoneType:2,435,452 +Null/Empty: null:2,435,452 +String length avg: 9.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_cv5eel4': 34 (0.0%) + 't2_bcevk': 16 (0.0%) + 't2_2bjsgexb': 11 (0.0%) + 't2_6sklr': 10 (0.0%) + 't2_6l4z3': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 13,973,784/13,975,028 (100.0%) +Types: bool:13,973,784 +Booleans: true:0 (0.0%), false:13,973,784 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 13,971,276/13,975,028 (100.0%) +Types: bool:13,971,276 +Booleans: true:9,129,766 (65.3%), false:4,841,510 (34.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 11,538,790/13,975,028 (82.6%) +Types: list:11,538,790 +Null/Empty: empty_arr:11,067,139 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 11,538,790/13,975,028 (82.6%) +Types: str:11,538,790 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 11,067,139 (95.9%) + 'richtext': 471,651 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 11,535,091/13,975,028 (82.5%) +Types: bool:11,535,091 +Booleans: true:288 (0.0%), false:11,534,803 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 5,610,719/13,975,028 (40.1%) +Types: str:5,610,719 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'image': 2,228,633 (39.7%) + 'link': 2,116,810 (37.7%) + 'rich:video': 593,822 (10.6%) + 'self': 538,417 (9.6%) + 'hosted:video': 132,766 (2.4%) + 'video': 271 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 5,610,719/13,975,028 (40.1%) +Types: dict:5,610,719 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 401,625/13,975,028 (2.9%) +Types: str:401,625 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_9kaxb5': 14 (0.0%) + 't3_9k8on2': 10 (0.0%) + 't3_9kbguw': 10 (0.0%) + 't3_9k8vcl': 8 (0.0%) + 't3_9k8mni': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 401,625/13,975,028 (2.9%) +Types: list:401,625 +Null/Empty: empty_arr:1,952 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 152,831/13,975,028 (1.1%) +Types: NoneType:152,831 +Null/Empty: null:152,831 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 32,599/13,975,028 (0.2%) +Types: bool:32,599 +Booleans: true:32,599 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 17,282/13,975,028 (0.1%) +Types: NoneType:17,282 +Null/Empty: null:17,282 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 17,282/13,975,028 (0.1%) +Types: NoneType:17,282 +Null/Empty: null:17,282 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 17,282/13,975,028 (0.1%) +Types: str:17,220, NoneType:62 +Null/Empty: null:62 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_12pg61': 64 (0.4%) + 't2_2bryfi0a': 61 (0.4%) + 't2_257vhitn': 52 (0.3%) + 't2_l4hf7cf': 51 (0.3%) + 't2_wxr0g3o': 38 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 17,282/13,975,028 (0.1%) +Types: str:14,323, NoneType:2,959 +Null/Empty: null:2,959 +String length avg: 25.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'www.amazon.com': 61 (0.4%) + 'www.salesforce.com': 55 (0.4%) + 'www.paladins.com': 42 (0.3%) + 'https://www.Winc.com': 39 (0.3%) + 'Salesforce.com': 34 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 17,282/13,975,028 (0.1%) +Types: NoneType:17,269, str:13 +Null/Empty: null:17,269 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 7 (53.8%) + 'iframe': 6 (46.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 17,282/13,975,028 (0.1%) +Types: NoneType:17,269, str:13 +Null/Empty: null:17,269 +String length avg: 47.5 +Unique strings tracked: 10 +String values distribution: + 'https://www.youtube.com/watch?v=G2u4nCtyBCo&fe...': 3 (23.1%) + 'https://d2lcq92oqvlv0i.cloudfront.net/': 2 (15.4%) + 'https://reddit.atlassian.net/browse/ADS-4329': 1 (7.7%) + 'https://d2edvleactrkkb.cloudfront.net/': 1 (7.7%) + 'https://www.youtube.com/watch?v=37cDmnV_WS8&fe...': 1 (7.7%) + 'http://wreck-it-ralph.s3-website.us-east-2.amazona...': 1 (7.7%) + 'http://www.reddit.com': 1 (7.7%) + 'https://youtu.be/G2u4nCtyBCo': 1 (7.7%) + 'https://www.youtube.com/embed/mRf3-JkwqfU': 1 (7.7%) + 'https://www.youtube.com/watch?v=3ElOUnZqRJo': 1 (7.7%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 17,282/13,975,028 (0.1%) +Types: list:17,282 +Null/Empty: empty_arr:17,282 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 17,282/13,975,028 (0.1%) +Types: list:17,282 +Null/Empty: empty_arr:17,282 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 17,282/13,975,028 (0.1%) +Types: str:17,282 +String length avg: 90.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.stephanieglobal.com/products/dhd-d5-2-...': 30 (0.2%) + 'http://shiftd.gg/': 13 (0.1%) + 'https://www.salesforce.com/form/pdf/2017-connected...': 13 (0.1%) + 'http://amazon.moldabela.com/moldabela-wool-rugs-re...': 11 (0.1%) + 'https://www.voidu.com/en/?voider=redditads&utm...': 11 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 17,282/13,975,028 (0.1%) +Types: bool:17,282 +Booleans: true:0 (0.0%), false:17,282 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 17,282/13,975,028 (0.1%) +Types: str:17,282 +Null/Empty: empty_str:2,894 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/zVgVuIKycaDC...': 16 (0.1%) + 'https://reddit-image.s3.amazonaws.com/KWaq20WEDELy...': 15 (0.1%) + 'https://reddit-image.s3.amazonaws.com/56UqEnEBV00b...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/KxMGzSnhttSo...': 11 (0.1%) + 'https://reddit-image.s3.amazonaws.com/zhBvtbSeZ-Eo...': 10 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 17,282/13,975,028 (0.1%) +Types: NoneType:17,282 +Null/Empty: null:17,282 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 17,282/13,975,028 (0.1%) +Types: dict:17,282 +Null/Empty: empty_obj:17,282 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 17,282/13,975,028 (0.1%) +Types: NoneType:17,282 +Null/Empty: null:17,282 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 17,282/13,975,028 (0.1%) +Types: bool:17,282 +Booleans: true:17,282 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 17,282/13,975,028 (0.1%) +Types: NoneType:17,282 +Null/Empty: null:17,282 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 17,282/13,975,028 (0.1%) +Types: NoneType:17,282 +Null/Empty: null:17,282 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 17,282/13,975,028 (0.1%) +Types: NoneType:17,282 +Null/Empty: null:17,282 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 17,282/13,975,028 (0.1%) +Types: bool:17,282 +Booleans: true:17,282 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 17,282/13,975,028 (0.1%) +Types: list:16,803, NoneType:479 +Null/Empty: null:479, empty_arr:15,890 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 17,282/13,975,028 (0.1%) +Types: NoneType:17,282 +Null/Empty: null:17,282 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 17,282/13,975,028 (0.1%) +Types: NoneType:17,282 +Null/Empty: null:17,282 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 13,434/13,975,028 (0.1%) +Types: str:13,427, NoneType:7 +Null/Empty: null:7 +String length avg: 8.6 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 3,807 (28.4%) + 'Shop Now': 3,780 (28.2%) + 'View More': 1,777 (13.2%) + 'Sign Up': 1,490 (11.1%) + 'Download': 758 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 268/13,975,028 (0.0%) +Types: list:268 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 166/13,975,028 (0.0%) +Types: float:166 +Numeric values: 166 total +Numeric range: min:1,538,357,400.0, max:253,394,483,400.0, avg:3521150750.2 +Numeric std dev: 20334542554.6 +Unique numbers tracked: 121 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 166/13,975,028 (0.0%) +Types: bool:166 +Booleans: true:0 (0.0%), false:166 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 166/13,975,028 (0.0%) +Types: float:166 +Numeric values: 166 total +Numeric range: min:1,538,353,800.0, max:253,394,469,000.0, avg:3521137303.0 +Numeric std dev: 20334542461.8 +Unique numbers tracked: 120 + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 1/13,975,028 (0.0%) +Types: str:1 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 1 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2018-11.jsonl +Analysis Time: 2026-01-15 11:25:16 +================================================================================ +Total lines: 13,862,155 +Processed lines: 13,862,155 +Total unique fields: 107 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:0 (0.0%), false:13,862,155 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 309 (0.0%) + 'sharewithme': 17 (0.0%) + 'PTSDGoat': 17 (0.0%) + 'barnaby-jones': 15 (0.0%) + 'Tetsu44': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:9,626,699, str:4,235,456 +Null/Empty: null:9,626,699, empty_str:4,078,349 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 22,892 (14.6%) + '#dadada': 6,075 (3.9%) + '#edeff1': 2,359 (1.5%) + '#ff66ac': 1,639 (1.0%) + '#bbbdbf': 1,385 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:12,535,182, str:1,326,973 +Null/Empty: null:12,535,182, empty_str:325,427 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'orange': 145 (0.0%) + 'imperialknight': 144 (0.0%) + 'yellow': 90 (0.0%) + 'useryellow': 68 (0.0%) + 'flashing': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:13,007,440, str:854,715 +Null/Empty: null:13,007,440, empty_str:67,760 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fc071bc8-3229-11e8-82c6-0ec6c95d488a': 39 (0.0%) + '8d08ad36-5786-11e8-bad6-0e6ead40b16a': 32 (0.0%) + '8e1a05be-d795-11e8-a889-0e2bbe72488c': 28 (0.0%) + '624f77b6-dfa6-11e8-826f-0e43027a1ed0': 22 (0.0%) + '60ebca46-d72c-11e8-a502-0ec4b340c2e0': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:12,385,814, str:1,476,341 +Null/Empty: null:12,385,814, empty_str:191,575 +String length avg: 17.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Orange': 96 (0.0%) + 'Doge Knight+ || Imperial Council': 71 (0.0%) + 'Yellow': 63 (0.0%) + 'Official Bot': 41 (0.0%) + 'Order of Magna Imperial Knight ': 28 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:9,626,699, str:4,235,456 +Null/Empty: null:9,626,699 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 4,180,137 (98.7%) + 'light': 55,319 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:11,104,806 (80.1%), false:2,757,349 (19.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:0 (0.0%), false:13,862,155 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:13,845,844, str:16,311 +Null/Empty: null:13,845,844 +String length avg: 10.1 +Unique strings tracked: 12 +Top 5 string values: + 'videos': 3,316 (20.3%) + 'drawing_and_painting': 2,642 (16.2%) + 'gaming': 2,422 (14.8%) + 'photography': 1,971 (12.1%) + 'writing': 1,599 (9.8%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:13,655,548, list:206,607 +Null/Empty: null:13,655,548 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:5,203 (0.0%), false:13,856,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 13,862,155/13,862,155 (100.0%) +Types: int:13,862,155 +Numeric values: 13,862,155 total +Numeric range: min:1,541,030,400, max:1,543,622,399, avg:1542341751.0 +Numeric std dev: 752638.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:13,790,768, str:71,387 +Null/Empty: null:13,790,768 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 71,311 (99.9%) + 'admin': 75 (0.1%) + 'special': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 826 (0.0%) + 'youtube.com': 103 (0.0%) + 'youtu.be': 87 (0.0%) + 'i.imgur.com': 85 (0.0%) + 'imgur.com': 76 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,386,933, int:475,222 +Booleans: true:0 (0.0%), false:13,386,933 (100.0%) +Numeric values: 475,222 total +Numeric range: min:1,541,030,647, max:1,548,834,233, avg:1542469499.0 +Numeric std dev: 923248.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 13,862,155/13,862,155 (100.0%) +Types: int:13,862,155 +Numeric values: 13,862,155 total +Numeric range: min:0, max:479, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 23 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 13,862,155/13,862,155 (100.0%) +Types: dict:13,862,155 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:0 (0.0%), false:13,862,155 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9t4eot': 1 (0.0%) + '9t4erp': 1 (0.0%) + '9t4erq': 1 (0.0%) + '9t4err': 1 (0.0%) + '9t4ers': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:8,733,491 (63.0%), false:5,128,664 (37.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:132 (0.0%), false:13,862,023 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:58,012 (0.4%), false:13,804,143 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:3,314,606 (23.9%), false:10,547,549 (76.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:8,805,339 (63.5%), false:5,056,816 (36.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:5,768,134 (41.6%), false:8,094,021 (58.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:196,182 (1.4%), false:13,665,973 (98.6%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +Null/Empty: empty_str:12,838,438 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#ffb000': 528 (0.1%) + '#a964db': 500 (0.0%) + '#dadada': 457 (0.0%) + '#ea0027': 310 (0.0%) + '#7193ff': 267 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:10,566,116, str:3,296,039 +Null/Empty: null:10,566,116, empty_str:468,330 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 253 (0.0%) + 'question': 122 (0.0%) + 'removed': 77 (0.0%) + '13e': 75 (0.0%) + 'red': 70 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 13,862,155/13,862,155 (100.0%) +Types: list:13,862,155 +Null/Empty: empty_arr:12,438,670 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:11,615,071, str:2,247,084 +Null/Empty: null:11,615,071 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1edaea44-20fa-11e8-860a-0eb05fa324e6': 33 (0.0%) + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 27 (0.0%) + '9c53efac-cd94-11e7-8824-0eba7e80ccec': 17 (0.0%) + 'e14d3808-da44-11e8-9616-0ef2ad755aa8': 17 (0.0%) + '8941212a-9a83-11e8-90fa-0e088c343c64': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:10,552,341, str:3,309,814 +Null/Empty: null:10,552,341, empty_str:857 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 172 (0.0%) + 'Question': 95 (0.0%) + 'Halloween': 44 (0.0%) + 'Image': 36 (0.0%) + 'Media': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 13,126,272 (94.7%) + 'light': 735,883 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 4.4 +Unique strings tracked: 2 +String values distribution: + 'text': 12,438,670 (89.7%) + 'richtext': 1,423,485 (10.3%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:201,781 (1.5%), false:13,660,374 (98.5%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:12,620,873, dict:1,241,282 +Null/Empty: null:12,620,873 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 13,862,155/13,862,155 (100.0%) +Types: dict:13,862,155 +Null/Empty: empty_obj:12,813,521 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:153 (0.0%), false:13,862,002 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:8,040,663 (58.0%), false:5,821,492 (42.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 13,862,155/13,862,155 (100.0%) +Types: int:13,862,155 +Numeric values: 13,862,155 total +Numeric range: min:0, max:100,001, avg:7.8 +Numeric std dev: 99.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 13,862,155/13,862,155 (100.0%) +Types: int:13,862,155 +Numeric values: 13,862,155 total +Numeric range: min:0, max:505, avg:0.0 +Numeric std dev: 0.4 +Unique numbers tracked: 89 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:1,426,657 (10.3%), false:12,435,498 (89.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:8,592,688, NoneType:5,269,467 +Null/Empty: null:5,269,467 +String length avg: 8.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 6,635,185 (77.2%) + 'promo_adult_nsfw': 814,264 (9.5%) + 'house_only': 706,790 (8.2%) + 'no_ads': 418,314 (4.9%) + 'promo_all': 18,135 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 66.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/me_irl/comments/9t4eot/meirl/': 1 (0.0%) + '/r/YouTubeGamers/comments/9t4erp/call_of_cthulhu_t...': 1 (0.0%) + '/r/AskReddit/comments/9t4erq/no_nut_novemeber_has_...': 1 (0.0%) + '/r/Boxing/comments/9t4err/what_can_one_do_to_becom...': 1 (0.0%) + '/r/dankmemes/comments/9t4ers/its_that_time_of_year...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:0 (0.0%), false:13,862,155 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 13,862,155/13,862,155 (100.0%) +Types: int:8,592,688, NoneType:5,269,467 +Null/Empty: null:5,269,467 +Numeric values: 8,592,688 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.9 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 6,635,185 (77.2%) + 3: 814,264 (9.5%) + 1: 706,790 (8.2%) + 0: 418,314 (4.9%) + 5: 18,135 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:71,220 (0.5%), false:13,790,935 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:13,860,683, str:1,472 +Null/Empty: null:13,860,683 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 1,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 13,862,155/13,862,155 (100.0%) +Types: int:13,862,155 +Numeric values: 13,862,155 total +Numeric range: min:1,544,261,794, max:1,549,019,490, avg:1548274859.5 +Numeric std dev: 1197590.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 13,862,155/13,862,155 (100.0%) +Types: int:13,862,155 +Numeric values: 13,862,155 total +Numeric range: min:0, max:179,601, avg:77.5 +Numeric std dev: 1117.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:12,620,873, dict:1,241,282 +Null/Empty: null:12,620,873 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 13,862,155/13,862,155 (100.0%) +Types: dict:13,862,155 +Null/Empty: empty_obj:12,813,521 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +Null/Empty: empty_str:7,231,762 +String length avg: 369.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 735 (0.0%) + '[removed]': 427 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'This is Happening to me on PC anyone else? + +Video ...': 2 (0.0%) + 'Praise The Legendary Game Developer Todd Howard + +': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:11,922,413 (86.0%), false:1,939,742 (14.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:97,064 (0.7%), false:13,765,091 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:8,657 (0.1%), false:13,853,498 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PurpleImperium': 42 (0.0%) + 'AskReddit': 29 (0.0%) + 'FortNiteBR': 24 (0.0%) + 'dankmemes': 19 (0.0%) + 'reddeadredemption': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_ieb5q': 42 (0.0%) + 't5_2qh1i': 29 (0.0%) + 't5_3oeyf': 24 (0.0%) + 't5_2zmfe': 19 (0.0%) + 't5_2rn7o': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 12.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/PurpleImperium': 42 (0.0%) + 'r/AskReddit': 29 (0.0%) + 'r/FortNiteBR': 24 (0.0%) + 'r/dankmemes': 19 (0.0%) + 'r/reddeadredemption': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 13,862,155/13,862,155 (100.0%) +Types: int:13,862,155 +Numeric values: 13,862,155 total +Numeric range: min:-2, max:34,353,258, avg:1610712.1 +Numeric std dev: 4892294.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 6.2 +Unique strings tracked: 5 +String values distribution: + 'public': 12,068,458 (87.1%) + 'restricted': 1,022,151 (7.4%) + 'user': 771,414 (5.6%) + 'private': 129 (0.0%) + 'gold_restricted': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:11,615,046, str:2,247,109 +Null/Empty: null:11,615,046 +String length avg: 4.8 +Unique strings tracked: 8 +String values distribution: + 'qa': 777,983 (34.6%) + 'confidence': 663,993 (29.5%) + 'top': 398,748 (17.7%) + 'new': 376,410 (16.8%) + 'old': 19,680 (0.9%) + 'controversial': 8,369 (0.4%) + 'random': 1,620 (0.1%) + 'live': 306 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 27.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,133 (0.0%) + 'self': 692 (0.0%) + 'nsfw': 130 (0.0%) + 'image': 32 (0.0%) + 'spoiler': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 13,862,155/13,862,155 (100.0%) +Types: int:7,760,754, NoneType:6,101,401 +Null/Empty: null:6,101,401 +Numeric values: 7,760,754 total +Numeric range: min:1, max:140, avg:109.9 +Numeric std dev: 28.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 13,862,155/13,862,155 (100.0%) +Types: int:7,760,754, NoneType:6,101,401 +Null/Empty: null:6,101,401 +Numeric values: 7,760,754 total +Numeric range: min:1, max:140, avg:139.5 +Numeric std dev: 6.5 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 54.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'f': 9 (0.0%) + 'ENNF!': 8 (0.0%) + 'Heh': 8 (0.0%) + 'Happy Halloween from r/toptalent 🎃': 4 (0.0%) + 'Leave': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 70.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://v.redd.it/r91su1yr7iv11': 4 (0.0%) + 'https://www.gabi.com/?utm_source=reddit&utm_ca...': 3 (0.0%) + 'https://youtu.be/1vFb0J8jJmA': 3 (0.0%) + 'https://leakcity.org/2018/10/slipknot-all-out-life...': 2 (0.0%) + 'https://cryptoupdate.ca/ex-bitcoin-skeptic-ron-pau...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:8,592,688, NoneType:5,269,467 +Null/Empty: null:5,269,467 +String length avg: 8.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 6,589,508 (76.7%) + 'promo_adult_nsfw': 860,041 (10.0%) + 'house_only': 706,790 (8.2%) + 'no_ads': 418,314 (4.9%) + 'promo_all': 18,035 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 13,862,155/13,862,155 (100.0%) +Types: int:8,592,688, NoneType:5,269,467 +Null/Empty: null:5,269,467 +Numeric values: 8,592,688 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.9 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 6,589,508 (76.7%) + 3: 860,041 (10.0%) + 1: 706,790 (8.2%) + 0: 418,314 (4.9%) + 5: 18,035 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 13,862,075/13,862,155 (100.0%) +Types: int:11,153,118, NoneType:2,708,957 +Null/Empty: null:2,708,957 +Numeric values: 11,153,118 total +Numeric range: min:1,118,030,400, max:1,543,622,251, avg:1482040295.5 +Numeric std dev: 66963948.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 13,862,075/13,862,155 (100.0%) +Types: str:11,153,257, NoneType:2,708,818 +Null/Empty: null:2,708,818 +String length avg: 9.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_bcevk': 17 (0.0%) + 't2_12k1pzly': 17 (0.0%) + 't2_38mxg': 15 (0.0%) + 't2_pu5yvqx': 14 (0.0%) + 't2_xixwwce': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 11,153,257/13,862,155 (80.5%) +Types: list:11,153,257 +Null/Empty: empty_arr:10,608,322 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 11,153,257/13,862,155 (80.5%) +Types: str:11,153,257 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 10,608,322 (95.1%) + 'richtext': 544,935 (4.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 11,153,257/13,862,155 (80.5%) +Types: bool:11,153,257 +Booleans: true:475 (0.0%), false:11,152,782 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 5,376,192/13,862,155 (38.8%) +Types: str:5,376,192 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'image': 2,169,172 (40.3%) + 'link': 2,035,410 (37.9%) + 'rich:video': 552,899 (10.3%) + 'self': 497,036 (9.2%) + 'hosted:video': 121,338 (2.3%) + 'video': 337 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 5,376,192/13,862,155 (38.8%) +Types: dict:5,376,192 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 416,923/13,862,155 (3.0%) +Types: str:416,923 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_9t57i4': 10 (0.0%) + 't3_9t3yf7': 8 (0.0%) + 't3_9t3w1v': 7 (0.0%) + 't3_9t25cc': 6 (0.0%) + 't3_9sz818': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 416,923/13,862,155 (3.0%) +Types: list:416,923 +Null/Empty: empty_arr:3,567 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 149,062/13,862,155 (1.1%) +Types: NoneType:149,051, dict:11 +Null/Empty: null:149,051 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 39,005/13,862,155 (0.3%) +Types: bool:39,005 +Booleans: true:39,005 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 19,503/13,862,155 (0.1%) +Types: NoneType:19,503 +Null/Empty: null:19,503 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 19,503/13,862,155 (0.1%) +Types: NoneType:19,503 +Null/Empty: null:19,503 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 19,503/13,862,155 (0.1%) +Types: str:19,395, NoneType:108 +Null/Empty: null:108 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_bmqc8': 117 (0.6%) + 't2_260yepp8': 40 (0.2%) + 't2_1fhbul8q': 40 (0.2%) + 't2_2dq06dmr': 38 (0.2%) + 't2_2it8fm6e': 33 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 19,503/13,862,155 (0.1%) +Types: str:16,359, NoneType:3,144 +Null/Empty: null:3,144 +String length avg: 24.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'play.google.com': 55 (0.3%) + 'www.toptal.com/developers': 40 (0.2%) + 'www.nytimes.com': 40 (0.2%) + 'feeld.co': 33 (0.2%) + 'KeepitBrief.com': 31 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 19,503/13,862,155 (0.1%) +Types: NoneType:19,476, str:27 +Null/Empty: null:19,476 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 22 (81.5%) + 'iframe': 5 (18.5%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 19,503/13,862,155 (0.1%) +Types: NoneType:19,476, str:27 +Null/Empty: null:19,476 +String length avg: 53.9 +Unique strings tracked: 10 +String values distribution: + 'https://www.twitch.tv/eleaguetv?cid=ELEAGUE18_RL_R...': 11 (40.7%) + 'https://www.youtube.com/watch?v=gGzzffcpYao&fe...': 4 (14.8%) + 'https://www.youtube.com/watch?v=3ElOUnZqRJo': 2 (7.4%) + 'https://www.youtube.com/watch?v=N7EDmBBStZw': 2 (7.4%) + 'https://www.youtube.com/watch?v=0PzkBb7a3oA': 2 (7.4%) + 'https://www.twitch.tv/jukes': 2 (7.4%) + 'https://www.youtube.com/watch?v=9F7RVz5mXqY': 1 (3.7%) + 'https://www.youtube.com/watch?v=ttjumDx7i5A': 1 (3.7%) + 'https://www.caseyhouse.com/healing-house/#content': 1 (3.7%) + 'https://d2lcq92oqvlv0i.cloudfront.net/': 1 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 19,503/13,862,155 (0.1%) +Types: list:19,503 +Null/Empty: empty_arr:19,503 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 19,503/13,862,155 (0.1%) +Types: list:19,503 +Null/Empty: empty_arr:19,503 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 19,503/13,862,155 (0.1%) +Types: str:19,503 +String length avg: 90.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.betteroffbowling.com/newrollers': 10 (0.1%) + 'https://magicalshopi.com/products/watch': 10 (0.1%) + 'https://www.getkeyto.com': 10 (0.1%) + 'https://www.stackery.io/product/?utm_source=Reddit': 8 (0.0%) + 'https://shop.motorcrush.com/': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 19,503/13,862,155 (0.1%) +Types: bool:19,503 +Booleans: true:0 (0.0%), false:19,503 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 19,503/13,862,155 (0.1%) +Types: str:19,503 +Null/Empty: empty_str:2,787 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/jYD9sGRYaIyR...': 19 (0.1%) + 'https://reddit-image.s3.amazonaws.com/ffVobJu_XTOd...': 19 (0.1%) + 'https://reddit-image.s3.amazonaws.com/homo7MkMZUpd...': 19 (0.1%) + 'https://reddit-image.s3.amazonaws.com/bRuLZoKh7YsW...': 10 (0.1%) + 'https://reddit-image.s3.amazonaws.com/9CItuHxtHWYJ...': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 19,503/13,862,155 (0.1%) +Types: NoneType:19,503 +Null/Empty: null:19,503 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 19,503/13,862,155 (0.1%) +Types: dict:19,503 +Null/Empty: empty_obj:19,503 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 19,503/13,862,155 (0.1%) +Types: NoneType:19,503 +Null/Empty: null:19,503 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 19,503/13,862,155 (0.1%) +Types: bool:19,503 +Booleans: true:19,503 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 19,503/13,862,155 (0.1%) +Types: NoneType:19,503 +Null/Empty: null:19,503 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 19,503/13,862,155 (0.1%) +Types: NoneType:19,503 +Null/Empty: null:19,503 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 19,503/13,862,155 (0.1%) +Types: NoneType:19,503 +Null/Empty: null:19,503 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 19,503/13,862,155 (0.1%) +Types: bool:19,503 +Booleans: true:19,503 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 19,503/13,862,155 (0.1%) +Types: list:19,162, NoneType:341 +Null/Empty: null:341, empty_arr:17,984 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 19,503/13,862,155 (0.1%) +Types: NoneType:19,503 +Null/Empty: null:19,503 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 19,503/13,862,155 (0.1%) +Types: NoneType:19,503 +Null/Empty: null:19,503 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 14,708/13,862,155 (0.1%) +Types: str:14,701, NoneType:7 +Null/Empty: null:7 +String length avg: 8.6 +Unique strings tracked: 13 +Top 5 string values: + 'Shop Now': 4,509 (30.7%) + 'Learn More': 3,909 (26.6%) + 'View More': 1,971 (13.4%) + 'Sign Up': 1,700 (11.6%) + 'Download': 631 (4.3%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 406/13,862,155 (0.0%) +Types: list:406 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 196/13,862,155 (0.0%) +Types: float:196 +Numeric values: 196 total +Numeric range: min:1,541,089,800.0, max:1,575,131,400.0, avg:1542854567.4 +Numeric std dev: 3343883.5 +Unique numbers tracked: 147 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 196/13,862,155 (0.0%) +Types: bool:196 +Booleans: true:0 (0.0%), false:196 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 196/13,862,155 (0.0%) +Types: float:196 +Numeric values: 196 total +Numeric range: min:1,541,075,400.0, max:1,575,117,000.0, avg:1542832708.1 +Numeric std dev: 3342904.6 +Unique numbers tracked: 151 + +================================================================================ + +================================================================================ +FILE: RS_2018-12.jsonl +Analysis Time: 2026-01-15 11:50:58 +================================================================================ +Total lines: 14,894,452 +Processed lines: 14,894,452 +Total unique fields: 107 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:0 (0.0%), false:14,894,452 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 374 (0.0%) + 'sharewithme': 10 (0.0%) + 'SSU9UFY': 8 (0.0%) + 'removalbot': 7 (0.0%) + 'AutoModerator': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:10,355,743, str:4,538,709 +Null/Empty: null:10,355,743, empty_str:4,369,641 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 18,928 (11.2%) + '#dadada': 6,743 (4.0%) + '#edeff1': 1,989 (1.2%) + '#bbbdbf': 1,734 (1.0%) + '#ffd635': 1,500 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:13,465,289, str:1,429,163 +Null/Empty: null:13,465,289, empty_str:343,471 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'flashing': 39 (0.0%) + 'default': 36 (0.0%) + 'green': 28 (0.0%) + 'xbox': 22 (0.0%) + 'ver': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:13,982,722, str:911,730 +Null/Empty: null:13,982,722, empty_str:73,693 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '8d08ad36-5786-11e8-bad6-0e6ead40b16a': 48 (0.0%) + 'fc071bc8-3229-11e8-82c6-0ec6c95d488a': 21 (0.0%) + 'e0d6c1c6-717a-11e6-bdf5-0e34abc094bf': 17 (0.0%) + '650ac4b4-1d29-11e8-8ce9-0e0c1cb2f96e': 14 (0.0%) + '3b1198e4-b523-11e8-ac68-0e0243d388b6': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:13,291,943, str:1,602,509 +Null/Empty: null:13,291,943, empty_str:187,227 +String length avg: 16.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 49 (0.0%) + 'r/IndiaSpeaks': 29 (0.0%) + 'BOT': 23 (0.0%) + 'Sic semper tyrannis': 10 (0.0%) + 'verified': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:10,355,743, str:4,538,709 +Null/Empty: null:10,355,743 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 4,477,041 (98.6%) + 'light': 61,668 (1.4%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:11,965,190 (80.3%), false:2,929,262 (19.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:0 (0.0%), false:14,894,452 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:14,877,382, str:17,070 +Null/Empty: null:14,877,382 +String length avg: 10.3 +Unique strings tracked: 12 +Top 5 string values: + 'videos': 3,230 (18.9%) + 'drawing_and_painting': 2,870 (16.8%) + 'gaming': 2,470 (14.5%) + 'photography': 2,065 (12.1%) + 'writing': 1,697 (9.9%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:14,676,486, list:217,966 +Null/Empty: null:14,676,486 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:5,667 (0.0%), false:14,888,785 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 14,894,452/14,894,452 (100.0%) +Types: int:14,894,452 +Numeric values: 14,894,452 total +Numeric range: min:1,543,622,400, max:1,546,300,799, avg:1544948885.5 +Numeric std dev: 773871.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:14,815,666, str:78,786 +Null/Empty: null:14,815,666 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 78,759 (100.0%) + 'admin': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 13.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 705 (0.0%) + 'i.imgur.com': 100 (0.0%) + 'youtube.com': 71 (0.0%) + 'youtu.be': 69 (0.0%) + 'imgur.com': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,391,037, int:503,415 +Booleans: true:0 (0.0%), false:14,391,037 (100.0%) +Numeric values: 503,415 total +Numeric range: min:1,543,622,552, max:1,548,992,000, avg:1545029497.5 +Numeric std dev: 854696.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 14,894,452/14,894,452 (100.0%) +Types: int:14,894,452 +Numeric values: 14,894,452 total +Numeric range: min:0, max:106, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 28 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 14,894,452/14,894,452 (100.0%) +Types: dict:14,894,452 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:0 (0.0%), false:14,894,452 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9kfq9p': 1 (0.0%) + 'a1p498': 1 (0.0%) + 'a1xxa1': 1 (0.0%) + 'a1xxe8': 1 (0.0%) + 'a1xxe9': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:9,506,361 (63.8%), false:5,388,091 (36.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:66 (0.0%), false:14,894,386 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:57,819 (0.4%), false:14,836,633 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:3,951,615 (26.5%), false:10,942,837 (73.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:9,570,134 (64.3%), false:5,324,318 (35.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:6,209,468 (41.7%), false:8,684,984 (58.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:219,444 (1.5%), false:14,675,008 (98.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +Null/Empty: empty_str:13,730,834 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#a964db': 564 (0.0%) + '#fe8d00': 484 (0.0%) + '#ffb000': 479 (0.0%) + '#dadada': 437 (0.0%) + '#ea0027': 318 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:11,407,315, str:3,487,137 +Null/Empty: null:11,407,315, empty_str:547,203 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 179 (0.0%) + 'question': 106 (0.0%) + 'xbox': 60 (0.0%) + 'removed': 58 (0.0%) + 'eight': 58 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 14,894,452/14,894,452 (100.0%) +Types: list:14,894,452 +Null/Empty: empty_arr:13,374,219 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:12,450,990, str:2,443,462 +Null/Empty: null:12,450,990 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '054e1d4c-c101-11e8-898f-0e48b46b74b0': 31 (0.0%) + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 27 (0.0%) + '8e501806-f4fb-11e8-8c9e-0e3ac8bc1b7e': 14 (0.0%) + 'ba3a0764-0c68-11e8-bbd1-0ec75964bc8e': 11 (0.0%) + '33a08964-a829-11e8-b9ed-0e86aa9a2efa': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:11,366,347, str:3,528,105 +Null/Empty: null:11,366,347, empty_str:927 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 128 (0.0%) + 'Question': 89 (0.0%) + 'Xbox': 38 (0.0%) + 'PS4': 36 (0.0%) + 'Video': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 14,042,282 (94.3%) + 'light': 852,170 (5.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 4.4 +Unique strings tracked: 2 +String values distribution: + 'text': 13,374,219 (89.8%) + 'richtext': 1,520,233 (10.2%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:217,369 (1.5%), false:14,677,083 (98.5%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:13,518,913, dict:1,375,539 +Null/Empty: null:13,518,913 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 14,894,452/14,894,452 (100.0%) +Types: dict:14,894,452 +Null/Empty: empty_obj:13,734,538 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:115 (0.0%), false:14,894,337 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:8,535,091 (57.3%), false:6,359,361 (42.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 14,894,452/14,894,452 (100.0%) +Types: int:14,894,452 +Numeric values: 14,894,452 total +Numeric range: min:0, max:100,001, avg:7.8 +Numeric std dev: 104.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 14,894,452/14,894,452 (100.0%) +Types: int:14,894,452 +Numeric values: 14,894,452 total +Numeric range: min:0, max:136, avg:0.0 +Numeric std dev: 0.4 +Unique numbers tracked: 89 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:1,695,792 (11.4%), false:13,198,660 (88.6%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:9,342,301, NoneType:5,552,151 +Null/Empty: null:5,552,151 +String length avg: 8.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 7,122,243 (76.2%) + 'promo_adult_nsfw': 937,401 (10.0%) + 'house_only': 745,158 (8.0%) + 'no_ads': 519,854 (5.6%) + 'promo_all': 17,645 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 66.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/KPKRUNAL/comments/9kfq9p/ok/': 1 (0.0%) + '/r/GooglePixel/comments/a1p498/the_december_2018_s...': 1 (0.0%) + '/comments/a1xxa1/if_youre_like_me_youre_probably_g...': 1 (0.0%) + '/r/MilitaryPorn/comments/a1xxe8/chinese_ztz99_driv...': 1 (0.0%) + '/r/GaySnapchat/comments/a1xxe9/i_love_hairy_guys_t...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:0 (0.0%), false:14,894,452 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 14,894,452/14,894,452 (100.0%) +Types: int:9,342,301, NoneType:5,552,151 +Null/Empty: null:5,552,151 +Numeric values: 9,342,301 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 2.0 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 7,122,243 (76.2%) + 3: 937,401 (10.0%) + 1: 745,158 (8.0%) + 0: 519,854 (5.6%) + 5: 17,645 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:67,651 (0.5%), false:14,826,801 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:14,893,005, str:1,447 +Null/Empty: null:14,893,005 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 1,447 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 14,894,452/14,894,452 (100.0%) +Types: int:14,894,452 +Numeric values: 14,894,452 total +Numeric range: min:1,543,821,467, max:1,549,037,479, avg:1548879339.6 +Numeric std dev: 395593.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 14,894,452/14,894,452 (100.0%) +Types: int:14,894,452 +Numeric values: 14,894,452 total +Numeric range: min:0, max:205,621, avg:81.3 +Numeric std dev: 1180.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:13,518,913, dict:1,375,539 +Null/Empty: null:13,518,913 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 14,894,452/14,894,452 (100.0%) +Types: dict:14,894,452 +Null/Empty: empty_obj:13,734,538 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +Null/Empty: empty_str:7,754,027 +String length avg: 375.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 766 (0.0%) + '[removed]': 335 (0.0%) + 'So, ever since I got into 5e and read through the ...': 4 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'Praise The Legendary Game Developer Todd Howard + +': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:12,968,802 (87.1%), false:1,925,650 (12.9%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:85,704 (0.6%), false:14,808,748 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:10,533 (0.1%), false:14,883,919 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 26 (0.0%) + 'reddeadredemption': 17 (0.0%) + 'PewdiepieSubmissions': 15 (0.0%) + 'funny': 13 (0.0%) + 'dankmemes': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 26 (0.0%) + 't5_2rn7o': 17 (0.0%) + 't5_3m0tc': 15 (0.0%) + 't5_2qh33': 13 (0.0%) + 't5_2zmfe': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 12.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/AskReddit': 26 (0.0%) + 'r/reddeadredemption': 17 (0.0%) + 'r/PewdiepieSubmissions': 15 (0.0%) + 'r/funny': 13 (0.0%) + 'r/dankmemes': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 14,894,452/14,894,452 (100.0%) +Types: int:14,894,452 +Numeric values: 14,894,452 total +Numeric range: min:-2, max:22,722,465, avg:1640210.5 +Numeric std dev: 4945180.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 6.1 +Unique strings tracked: 5 +String values distribution: + 'public': 12,935,247 (86.8%) + 'restricted': 999,240 (6.7%) + 'user': 959,867 (6.4%) + 'private': 90 (0.0%) + 'gold_restricted': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:12,424,135, str:2,470,317 +Null/Empty: null:12,424,135 +String length avg: 4.6 +Unique strings tracked: 7 +String values distribution: + 'qa': 966,435 (39.1%) + 'confidence': 668,916 (27.1%) + 'top': 399,674 (16.2%) + 'new': 397,361 (16.1%) + 'old': 23,035 (0.9%) + 'controversial': 13,621 (0.6%) + 'random': 1,275 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 27.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,504 (0.0%) + 'self': 1,031 (0.0%) + 'nsfw': 208 (0.0%) + 'image': 32 (0.0%) + 'spoiler': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 14,894,452/14,894,452 (100.0%) +Types: int:8,443,117, NoneType:6,451,335 +Null/Empty: null:6,451,335 +Numeric values: 8,443,117 total +Numeric range: min:1, max:140, avg:110.5 +Numeric std dev: 28.5 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 14,894,452/14,894,452 (100.0%) +Types: int:8,443,117, NoneType:6,451,335 +Null/Empty: null:6,451,335 +Numeric values: 8,443,117 total +Numeric range: min:1, max:140, avg:139.4 +Numeric std dev: 6.6 +Unique numbers tracked: 69 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 53.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[19F] Spoil me rotten': 4 (0.0%) + 'Hmm': 2 (0.0%) + 'wanna replace that pillow?': 2 (0.0%) + 'Praise Todd Howard': 2 (0.0%) + '32 [M4F] #OrangeCounty - Mature Mentor for Younger...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 68.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://sports24hdmedialive.blogspot.com/2018/11/n...': 4 (0.0%) + 'https://www.reddit.com/r/nba/comments/a1xxf2/game_...': 2 (0.0%) + 'https://www.reddit.com/r/CFB/comments/a1xxj1/game_...': 2 (0.0%) + 'https://www.reddit.com/r/SoCalR4R/comments/a1xxjd/...': 2 (0.0%) + 'https://i.imgur.com/NYGsT9c.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:9,342,301, NoneType:5,552,151 +Null/Empty: null:5,552,151 +String length avg: 8.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 7,073,321 (75.7%) + 'promo_adult_nsfw': 986,420 (10.6%) + 'house_only': 745,158 (8.0%) + 'no_ads': 519,854 (5.6%) + 'promo_all': 17,548 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 14,894,452/14,894,452 (100.0%) +Types: int:9,342,301, NoneType:5,552,151 +Null/Empty: null:5,552,151 +Numeric values: 9,342,301 total +Numeric range: min:0, max:6, avg:4.9 +Numeric std dev: 2.0 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 7,073,321 (75.7%) + 3: 986,420 (10.6%) + 1: 745,158 (8.0%) + 0: 519,854 (5.6%) + 5: 17,548 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 14,894,416/14,894,452 (100.0%) +Types: int:12,010,379, NoneType:2,884,037 +Null/Empty: null:2,884,037 +Numeric values: 12,010,379 total +Numeric range: min:1,120,363,200, max:1,546,300,646, avg:1486616329.2 +Numeric std dev: 66601468.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 14,894,416/14,894,452 (100.0%) +Types: str:12,010,529, NoneType:2,883,887 +Null/Empty: null:2,883,887 +String length avg: 9.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_bcevk': 10 (0.0%) + 't2_2b8tukoj': 8 (0.0%) + 't2_qyc0s': 7 (0.0%) + 't2_6l4z3': 6 (0.0%) + 't2_17czjhdr': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 12,010,529/14,894,452 (80.6%) +Types: list:12,010,529 +Null/Empty: empty_arr:11,398,814 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 12,010,529/14,894,452 (80.6%) +Types: str:12,010,529 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 11,398,814 (94.9%) + 'richtext': 611,715 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 12,010,529/14,894,452 (80.6%) +Types: bool:12,010,529 +Booleans: true:448 (0.0%), false:12,010,081 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 5,868,212/14,894,452 (39.4%) +Types: str:5,868,212 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'image': 2,609,349 (44.5%) + 'link': 2,029,187 (34.6%) + 'rich:video': 569,423 (9.7%) + 'self': 524,320 (8.9%) + 'hosted:video': 135,740 (2.3%) + 'video': 193 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 5,868,212/14,894,452 (39.4%) +Types: dict:5,868,212 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 491,800/14,894,452 (3.3%) +Types: str:491,800 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_a1x1dc': 19 (0.0%) + 't3_a1wxtd': 12 (0.0%) + 't3_a1smew': 9 (0.0%) + 't3_a1xjcj': 8 (0.0%) + 't3_a1v2hg': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 491,800/14,894,452 (3.3%) +Types: list:491,800 +Null/Empty: empty_arr:4,141 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 161,435/14,894,452 (1.1%) +Types: NoneType:140,930, dict:20,505 +Null/Empty: null:140,930 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 42,808/14,894,452 (0.3%) +Types: bool:42,808 +Booleans: true:42,808 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 14,363/14,894,452 (0.1%) +Types: NoneType:14,363 +Null/Empty: null:14,363 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 14,363/14,894,452 (0.1%) +Types: NoneType:14,363 +Null/Empty: null:14,363 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 14,363/14,894,452 (0.1%) +Types: str:14,249, NoneType:114 +Null/Empty: null:114 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_1tdurbuy': 130 (0.9%) + 't2_102kh6': 123 (0.9%) + 't2_2jmhz06c': 80 (0.6%) + 't2_1c8d8qgh': 54 (0.4%) + 't2_1up5tbdd': 52 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 14,363/14,894,452 (0.1%) +Types: str:12,022, NoneType:2,341 +Null/Empty: null:2,341 +String length avg: 25.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'letyshops.com': 130 (1.1%) + 'https://magic.wizards.com/en/competitive-magic': 123 (1.0%) + 'https://woz-u.com/': 80 (0.7%) + 'howstuffworks.com': 53 (0.4%) + 'www.audible.co.uk/freetrial': 51 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 14,363/14,894,452 (0.1%) +Types: NoneType:14,360, str:3 +Null/Empty: null:14,360 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 14,363/14,894,452 (0.1%) +Types: NoneType:14,360, str:3 +Null/Empty: null:14,360 +String length avg: 54.0 +Unique strings tracked: 3 +String values distribution: + 'https://www.twitch.tv/jaynastitv/clip/BreakableSpi...': 1 (33.3%) + 'https://www.youtube.com/watch?v=c_IVcbEez8o': 1 (33.3%) + 'https://www.youtube.com/watch?v=8LsPkYeaKBs': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 14,363/14,894,452 (0.1%) +Types: list:14,363 +Null/Empty: empty_arr:14,363 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 14,363/14,894,452 (0.1%) +Types: list:14,363 +Null/Empty: empty_arr:14,363 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 14,363/14,894,452 (0.1%) +Types: str:14,363 +String length avg: 85.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://fresh.butcherbox.com/es-presell-2-2-r-40of...': 19 (0.1%) + 'https://itunes.apple.com/de/app/besserfm/id1439840...': 13 (0.1%) + 'https://store.steampowered.com/app/978520': 12 (0.1%) + 'https://www.smort-holidaypal.com/': 12 (0.1%) + 'https://forever45.co': 11 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 14,363/14,894,452 (0.1%) +Types: bool:14,363 +Booleans: true:0 (0.0%), false:14,363 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 14,363/14,894,452 (0.1%) +Types: str:14,363 +Null/Empty: empty_str:2,329 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/GeMQ_2hf6Kcc...': 41 (0.3%) + 'https://reddit-image.s3.amazonaws.com/xFPpSvtcrfGu...': 39 (0.3%) + 'https://reddit-image.s3.amazonaws.com/CzgZt_x_wqE2...': 23 (0.2%) + 'https://reddit-image.s3.amazonaws.com/K-x4kVqJvxL4...': 19 (0.2%) + 'https://reddit-image.s3.amazonaws.com/Zd_BPibAf8Sy...': 11 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 14,363/14,894,452 (0.1%) +Types: NoneType:14,363 +Null/Empty: null:14,363 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 14,363/14,894,452 (0.1%) +Types: dict:14,363 +Null/Empty: empty_obj:14,363 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 14,363/14,894,452 (0.1%) +Types: NoneType:14,363 +Null/Empty: null:14,363 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 14,363/14,894,452 (0.1%) +Types: bool:14,363 +Booleans: true:14,363 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 14,363/14,894,452 (0.1%) +Types: NoneType:14,363 +Null/Empty: null:14,363 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 14,363/14,894,452 (0.1%) +Types: NoneType:14,363 +Null/Empty: null:14,363 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 14,363/14,894,452 (0.1%) +Types: NoneType:14,363 +Null/Empty: null:14,363 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 14,363/14,894,452 (0.1%) +Types: bool:14,363 +Booleans: true:14,363 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 14,363/14,894,452 (0.1%) +Types: list:14,125, NoneType:238 +Null/Empty: null:238, empty_arr:13,546 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 14,363/14,894,452 (0.1%) +Types: NoneType:14,363 +Null/Empty: null:14,363 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 14,363/14,894,452 (0.1%) +Types: NoneType:14,363 +Null/Empty: null:14,363 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 11,162/14,894,452 (0.1%) +Types: str:11,156, NoneType:6 +Null/Empty: null:6 +String length avg: 8.7 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 3,303 (29.6%) + 'Shop Now': 3,039 (27.2%) + 'View More': 1,547 (13.9%) + 'Sign Up': 1,365 (12.2%) + 'Watch Now': 408 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 515/14,894,452 (0.0%) +Types: list:515 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 479/14,894,452 (0.0%) +Types: float:479 +Numeric values: 479 total +Numeric range: min:1,543,681,800.0, max:1,671,265,800.0, avg:1545079531.4 +Numeric std dev: 6126150.2 +Unique numbers tracked: 184 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 479/14,894,452 (0.0%) +Types: bool:479 +Booleans: true:0 (0.0%), false:479 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 479/14,894,452 (0.0%) +Types: float:479 +Numeric values: 479 total +Numeric range: min:1,543,666,702.0, max:1,671,251,400.0, avg:1545054877.9 +Numeric std dev: 6125857.3 +Unique numbers tracked: 236 + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2019.txt b/analysis/original_schema_analysis/submissions/analysis_report_2019.txt new file mode 100644 index 0000000000000000000000000000000000000000..adf8c3b50d186b4ca5bf3c7f86360cf991c427e1 --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2019.txt @@ -0,0 +1,11558 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2019 +Analysis Started: 2026-01-15 08:06:01 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2019-01.jsonl +Analysis Time: 2026-01-15 08:34:17 +================================================================================ +Total lines: 16,445,391 +Processed lines: 16,445,391 +Total unique fields: 107 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 16,445,391/16,445,391 (100.0%) +Types: bool:16,445,391 +Booleans: true:0 (0.0%), false:16,445,391 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 16,445,391/16,445,391 (100.0%) +Types: str:16,445,391 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 260 (0.0%) + 'sharewithme': 13 (0.0%) + 'YouBigMad': 8 (0.0%) + 'autotldr': 6 (0.0%) + 'AutoModerator': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 16,445,391/16,445,391 (100.0%) +Types: NoneType:11,283,975, str:5,161,416 +Null/Empty: null:11,283,975, empty_str:4,946,050 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 14,127 (6.6%) + '#dadada': 6,278 (2.9%) + '#edeff1': 2,108 (1.0%) + '#46d160': 2,034 (0.9%) + '#ea0027': 1,864 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 16,445,391/16,445,391 (100.0%) +Types: NoneType:14,880,625, str:1,564,766 +Null/Empty: null:14,880,625, empty_str:405,729 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'green': 32 (0.0%) + 'new': 27 (0.0%) + 'flashing': 27 (0.0%) + 'default': 25 (0.0%) + 'green tier2': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 16,445,391/16,445,391 (100.0%) +Types: NoneType:15,422,532, str:1,022,859 +Null/Empty: null:15,422,532, empty_str:84,688 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fc071bc8-3229-11e8-82c6-0ec6c95d488a': 60 (0.0%) + '8d08ad36-5786-11e8-bad6-0e6ead40b16a': 27 (0.0%) + 'ef54aab6-9bc7-11e1-a725-12313b0c247a': 18 (0.0%) + 'ee2caff8-9bc7-11e1-bb7b-12313b07b651': 16 (0.0%) + 'f091c904-9bc7-11e1-81b0-12313b0c247a': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 16,445,391/16,445,391 (100.0%) +Types: NoneType:14,684,719, str:1,760,672 +Null/Empty: null:14,684,719, empty_str:170,615 +String length avg: 17.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 44 (0.0%) + 'New User': 20 (0.0%) + 'r/IndiaSpeaks': 14 (0.0%) + '15': 13 (0.0%) + '16': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 16,445,391/16,445,391 (100.0%) +Types: NoneType:11,283,975, str:5,161,416 +Null/Empty: null:11,283,975 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 5,080,047 (98.4%) + 'light': 81,369 (1.6%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 16,445,391/16,445,391 (100.0%) +Types: bool:16,445,391 +Booleans: true:13,078,383 (79.5%), false:3,367,008 (20.5%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 16,445,391/16,445,391 (100.0%) +Types: bool:16,445,391 +Booleans: true:0 (0.0%), false:16,445,391 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 16,445,391/16,445,391 (100.0%) +Types: NoneType:16,425,478, str:19,913 +Null/Empty: null:16,425,478 +String length avg: 10.3 +Unique strings tracked: 12 +Top 5 string values: + 'videos': 3,940 (19.8%) + 'drawing_and_painting': 3,438 (17.3%) + 'gaming': 2,801 (14.1%) + 'photography': 2,665 (13.4%) + 'entertainment': 1,958 (9.8%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 16,445,391/16,445,391 (100.0%) +Types: NoneType:16,194,536, list:250,855 +Null/Empty: null:16,194,536 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 16,445,391/16,445,391 (100.0%) +Types: bool:16,445,391 +Booleans: true:5,550 (0.0%), false:16,439,841 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 16,445,391/16,445,391 (100.0%) +Types: int:16,445,391 +Numeric values: 16,445,391 total +Numeric range: min:1,546,300,800, max:1,548,979,199, avg:1547648126.0 +Numeric std dev: 770243.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 16,445,391/16,445,391 (100.0%) +Types: NoneType:16,368,837, str:76,554 +Null/Empty: null:16,368,837 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 76,528 (100.0%) + 'admin': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 16,445,391/16,445,391 (100.0%) +Types: str:16,445,391 +String length avg: 12.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 1,334 (0.0%) + 'i.imgur.com': 118 (0.0%) + 'youtube.com': 78 (0.0%) + 'v.redd.it': 76 (0.0%) + 'self.AskReddit': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 16,445,391/16,445,391 (100.0%) +Types: bool:15,913,661, int:531,730 +Booleans: true:0 (0.0%), false:15,913,661 (100.0%) +Numeric values: 531,730 total +Numeric range: min:1,546,301,059, max:1,552,738,531, avg:1547759863.6 +Numeric std dev: 901445.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 16,445,391/16,445,391 (100.0%) +Types: int:16,445,391 +Numeric values: 16,445,391 total +Numeric range: min:0, max:565, avg:0.0 +Numeric std dev: 0.2 +Unique numbers tracked: 28 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 16,445,391/16,445,391 (100.0%) +Types: dict:16,445,391 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 16,445,391/16,445,391 (100.0%) +Types: bool:16,445,391 +Booleans: true:0 (0.0%), false:16,445,391 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 16,445,391/16,445,391 (100.0%) +Types: str:16,445,391 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'aa66wl': 1 (0.0%) + 'abct96': 1 (0.0%) + 'abcuax': 1 (0.0%) + 'abcufh': 1 (0.0%) + 'abcufj': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 16,445,391/16,445,391 (100.0%) +Types: bool:16,445,391 +Booleans: true:10,392,182 (63.2%), false:6,053,209 (36.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 16,445,391/16,445,391 (100.0%) +Types: bool:16,445,391 +Booleans: true:49 (0.0%), false:16,445,342 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 16,445,391/16,445,391 (100.0%) +Types: bool:16,445,391 +Booleans: true:65,476 (0.4%), false:16,379,915 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 16,445,391/16,445,391 (100.0%) +Types: bool:16,445,391 +Booleans: true:4,666,361 (28.4%), false:11,779,030 (71.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 16,445,391/16,445,391 (100.0%) +Types: bool:16,445,391 +Booleans: true:10,431,748 (63.4%), false:6,013,643 (36.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 16,445,391/16,445,391 (100.0%) +Types: bool:16,445,391 +Booleans: true:6,549,091 (39.8%), false:9,896,300 (60.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 16,445,391/16,445,391 (100.0%) +Types: bool:16,445,391 +Booleans: true:247,076 (1.5%), false:16,198,315 (98.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 16,445,391/16,445,391 (100.0%) +Types: str:16,445,391 +Null/Empty: empty_str:15,171,656 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 766 (0.1%) + '#a964db': 739 (0.1%) + '#ffb000': 538 (0.0%) + '#ff66ac': 497 (0.0%) + '#ea0027': 311 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 16,445,391/16,445,391 (100.0%) +Types: NoneType:12,635,920, str:3,809,471 +Null/Empty: null:12,635,920, empty_str:653,890 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 196 (0.0%) + 'question': 138 (0.0%) + 'fluff': 85 (0.0%) + 'unclaimed': 67 (0.0%) + 'image': 58 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 16,445,391/16,445,391 (100.0%) +Types: list:16,445,391 +Null/Empty: empty_arr:14,774,005 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 16,445,391/16,445,391 (100.0%) +Types: NoneType:13,762,399, str:2,682,992 +Null/Empty: null:13,762,399 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fa5a52ba-0d0f-11e9-b87a-0e4942fcbd1e': 163 (0.0%) + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 30 (0.0%) + '799e6a4a-9d40-11e5-92a2-0e1e6b88ed11': 20 (0.0%) + '9c53efac-cd94-11e7-8824-0eba7e80ccec': 16 (0.0%) + '9f977b78-a829-11e8-b33f-0ee05f7ae348': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 16,445,391/16,445,391 (100.0%) +Types: NoneType:12,566,026, str:3,879,365 +Null/Empty: null:12,566,026, empty_str:887 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'brigading': 201 (0.0%) + 'Discussion': 152 (0.0%) + 'Question': 92 (0.0%) + 'Fluff': 55 (0.0%) + 'PS4': 46 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 16,445,391/16,445,391 (100.0%) +Types: str:16,445,391 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 15,550,766 (94.6%) + 'light': 894,625 (5.4%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 16,445,391/16,445,391 (100.0%) +Types: str:16,445,391 +String length avg: 4.4 +Unique strings tracked: 2 +String values distribution: + 'text': 14,774,005 (89.8%) + 'richtext': 1,671,386 (10.2%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 16,445,391/16,445,391 (100.0%) +Types: bool:16,445,391 +Booleans: true:216,246 (1.3%), false:16,229,145 (98.7%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 16,445,391/16,445,391 (100.0%) +Types: NoneType:14,899,221, dict:1,546,170 +Null/Empty: null:14,899,221 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 16,445,391/16,445,391 (100.0%) +Types: dict:16,445,391 +Null/Empty: empty_obj:15,142,153 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 16,445,391/16,445,391 (100.0%) +Types: bool:16,445,391 +Booleans: true:131 (0.0%), false:16,445,260 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 16,445,391/16,445,391 (100.0%) +Types: bool:16,445,391 +Booleans: true:9,267,633 (56.4%), false:7,177,758 (43.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 16,445,391/16,445,391 (100.0%) +Types: int:16,445,391 +Numeric values: 16,445,391 total +Numeric range: min:0, max:100,001, avg:7.5 +Numeric std dev: 98.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 16,445,391/16,445,391 (100.0%) +Types: int:16,445,391 +Numeric values: 16,445,391 total +Numeric range: min:0, max:206, avg:0.0 +Numeric std dev: 0.5 +Unique numbers tracked: 97 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 16,445,391/16,445,391 (100.0%) +Types: bool:16,445,391 +Booleans: true:1,920,775 (11.7%), false:14,524,616 (88.3%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 16,445,391/16,445,391 (100.0%) +Types: str:10,447,865, NoneType:5,997,526 +Null/Empty: null:5,997,526 +String length avg: 8.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 8,122,690 (77.7%) + 'promo_adult_nsfw': 1,045,099 (10.0%) + 'house_only': 742,751 (7.1%) + 'no_ads': 517,095 (4.9%) + 'promo_all': 20,230 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 16,445,391/16,445,391 (100.0%) +Types: str:16,445,391 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/GooglePixel/comments/aa66wl/the_january_2019_su...': 1 (0.0%) + '/r/marvelstudios/comments/abct96/have_a_perfectly_...': 1 (0.0%) + '/r/FortNiteBR/comments/abcuax/you_are_not_able_to_...': 1 (0.0%) + '/r/hoggit/comments/abcufh/showerthought_f14_tomcat...': 1 (0.0%) + '/r/AnaheimDucks/comments/abcufj/game_thread_tampa_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 16,445,391/16,445,391 (100.0%) +Types: bool:16,445,391 +Booleans: true:0 (0.0%), false:16,445,391 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 16,445,391/16,445,391 (100.0%) +Types: int:10,447,865, NoneType:5,997,526 +Null/Empty: null:5,997,526 +Numeric values: 10,447,865 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.9 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 8,122,690 (77.7%) + 3: 1,045,099 (10.0%) + 1: 742,751 (7.1%) + 0: 517,095 (4.9%) + 5: 20,230 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 16,445,391/16,445,391 (100.0%) +Types: bool:16,445,391 +Booleans: true:18,117 (0.1%), false:16,427,274 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 16,445,391/16,445,391 (100.0%) +Types: NoneType:16,443,849, str:1,542 +Null/Empty: null:16,443,849 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 1,542 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 16,445,391/16,445,391 (100.0%) +Types: int:16,445,391 +Numeric values: 16,445,391 total +Numeric range: min:1,548,973,150, max:1,552,776,772, avg:1552653994.3 +Numeric std dev: 90543.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 16,445,391/16,445,391 (100.0%) +Types: int:16,445,391 +Numeric values: 16,445,391 total +Numeric range: min:0, max:202,717, avg:82.0 +Numeric std dev: 1217.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 16,445,391/16,445,391 (100.0%) +Types: NoneType:14,899,221, dict:1,546,170 +Null/Empty: null:14,899,221 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 16,445,391/16,445,391 (100.0%) +Types: dict:16,445,391 +Null/Empty: empty_obj:15,142,153 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 16,445,391/16,445,391 (100.0%) +Types: str:16,445,391 +Null/Empty: empty_str:8,752,301 +String length avg: 379.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 806 (0.0%) + '[removed]': 379 (0.0%) + 'I am from the UK + +(I aint a mod) but i just wanna ...': 3 (0.0%) + 'It's Christmas Day and traditionally you wake up a...': 3 (0.0%) + ' ': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 16,445,391/16,445,391 (100.0%) +Types: bool:16,445,391 +Booleans: true:14,371,136 (87.4%), false:2,074,255 (12.6%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 16,445,391/16,445,391 (100.0%) +Types: bool:16,445,391 +Booleans: true:103,169 (0.6%), false:16,342,222 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 16,445,391/16,445,391 (100.0%) +Types: bool:16,445,391 +Booleans: true:11,684 (0.1%), false:16,433,707 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 16,445,391/16,445,391 (100.0%) +Types: str:16,445,391 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 164 (0.0%) + 'me_irl': 35 (0.0%) + 'PewdiepieSubmissions': 32 (0.0%) + 'memes': 31 (0.0%) + 'AskReddit': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 16,445,391/16,445,391 (100.0%) +Types: str:16,445,391 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 164 (0.0%) + 't5_2vegg': 35 (0.0%) + 't5_3m0tc': 32 (0.0%) + 't5_2qjpg': 31 (0.0%) + 't5_2qh1i': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 16,445,391/16,445,391 (100.0%) +Types: str:16,445,391 +String length avg: 12.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/funny': 164 (0.0%) + 'r/me_irl': 35 (0.0%) + 'r/PewdiepieSubmissions': 32 (0.0%) + 'r/memes': 31 (0.0%) + 'r/AskReddit': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 16,445,391/16,445,391 (100.0%) +Types: int:16,445,391 +Numeric values: 16,445,391 total +Numeric range: min:-2, max:23,443,248, avg:1768763.9 +Numeric std dev: 5165467.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 16,445,391/16,445,391 (100.0%) +Types: str:16,445,391 +String length avg: 6.1 +Unique strings tracked: 5 +String values distribution: + 'public': 14,499,943 (88.2%) + 'user': 975,646 (5.9%) + 'restricted': 969,695 (5.9%) + 'private': 92 (0.0%) + 'gold_restricted': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 16,445,391/16,445,391 (100.0%) +Types: NoneType:13,650,662, str:2,794,729 +Null/Empty: null:13,650,662 +String length avg: 4.7 +Unique strings tracked: 8 +String values distribution: + 'qa': 982,857 (35.2%) + 'confidence': 773,839 (27.7%) + 'top': 563,646 (20.2%) + 'new': 430,095 (15.4%) + 'old': 25,204 (0.9%) + 'controversial': 17,458 (0.6%) + 'random': 1,477 (0.1%) + 'live': 153 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 16,445,391/16,445,391 (100.0%) +Types: str:16,445,391 +String length avg: 28.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,653 (0.0%) + 'self': 928 (0.0%) + 'nsfw': 221 (0.0%) + 'image': 41 (0.0%) + 'spoiler': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 16,445,391/16,445,391 (100.0%) +Types: int:9,648,635, NoneType:6,796,756 +Null/Empty: null:6,796,756 +Numeric values: 9,648,635 total +Numeric range: min:1, max:140, avg:111.1 +Numeric std dev: 28.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 16,445,391/16,445,391 (100.0%) +Types: int:9,648,635, NoneType:6,796,756 +Null/Empty: null:6,796,756 +Numeric values: 9,648,635 total +Numeric range: min:1, max:140, avg:139.5 +Numeric std dev: 6.5 +Unique numbers tracked: 69 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 16,445,391/16,445,391 (100.0%) +Types: str:16,445,391 +String length avg: 53.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '****': 4 (0.0%) + '[f]': 3 (0.0%) + 'Happy new year!': 3 (0.0%) + 'Happy New Year!': 3 (0.0%) + 'me irl': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 16,445,391/16,445,391 (100.0%) +Types: str:16,445,391 +String length avg: 67.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.redd.it/hz5j9mfhcp721.jpg': 3 (0.0%) + 'https://www.reddit.com/r/AnaheimDucks/comments/abc...': 2 (0.0%) + 'https://reddit.com/r/ConspiracyII/comments/abcu8z/...': 2 (0.0%) + 'https://www.reddit.com/r/hockey/comments/abcukv/ga...': 2 (0.0%) + 'https://watchxxxfreeinhd.com/nicolette-shea-ariell...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 16,445,391/16,445,391 (100.0%) +Types: str:10,447,865, NoneType:5,997,526 +Null/Empty: null:5,997,526 +String length avg: 8.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 8,067,950 (77.2%) + 'promo_adult_nsfw': 1,099,949 (10.5%) + 'house_only': 742,751 (7.1%) + 'no_ads': 517,095 (4.9%) + 'promo_all': 20,120 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 16,445,391/16,445,391 (100.0%) +Types: int:10,447,865, NoneType:5,997,526 +Null/Empty: null:5,997,526 +Numeric values: 10,447,865 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.9 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 8,067,950 (77.2%) + 3: 1,099,949 (10.5%) + 1: 742,751 (7.1%) + 0: 517,095 (4.9%) + 5: 20,120 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 16,445,140/16,445,391 (100.0%) +Types: int:13,090,310, NoneType:3,354,830 +Null/Empty: null:3,354,830 +Numeric values: 13,090,310 total +Numeric range: min:1,120,363,200, max:1,548,978,800, avg:1489110847.8 +Numeric std dev: 67157496.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 16,445,140/16,445,391 (100.0%) +Types: str:13,090,493, NoneType:3,354,647 +Null/Empty: null:3,354,647 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_bcevk': 13 (0.0%) + 't2_2hob1pqt': 8 (0.0%) + 't2_6sklr': 6 (0.0%) + 't2_6l4z3': 5 (0.0%) + 't2_mk1ps': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 13,090,493/16,445,391 (79.6%) +Types: list:13,090,493 +Null/Empty: empty_arr:12,405,195 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 13,090,493/16,445,391 (79.6%) +Types: str:13,090,493 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 12,405,195 (94.8%) + 'richtext': 685,298 (5.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 13,090,493/16,445,391 (79.6%) +Types: bool:13,090,493 +Booleans: true:528 (0.0%), false:13,089,965 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 6,553,496/16,445,391 (39.9%) +Types: str:6,553,496 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'image': 2,950,951 (45.0%) + 'link': 2,259,321 (34.5%) + 'rich:video': 627,919 (9.6%) + 'self': 566,569 (8.6%) + 'hosted:video': 148,554 (2.3%) + 'video': 182 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 6,553,496/16,445,391 (39.9%) +Types: dict:6,553,496 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 628,166/16,445,391 (3.8%) +Types: str:628,166 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_abam3d': 15 (0.0%) + 't3_abaws0': 14 (0.0%) + 't3_ab8dsg': 10 (0.0%) + 't3_ab7d2o': 9 (0.0%) + 't3_abaxba': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 628,166/16,445,391 (3.8%) +Types: list:628,166 +Null/Empty: empty_arr:8,310 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 181,327/16,445,391 (1.1%) +Types: dict:123,191, NoneType:58,136 +Null/Empty: null:58,136, empty_obj:1 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 49,020/16,445,391 (0.3%) +Types: bool:49,020 +Booleans: true:49,020 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 15,978/16,445,391 (0.1%) +Types: NoneType:15,978 +Null/Empty: null:15,978 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 15,978/16,445,391 (0.1%) +Types: NoneType:15,978 +Null/Empty: null:15,978 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 15,978/16,445,391 (0.1%) +Types: str:15,841, NoneType:137 +Null/Empty: null:137 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_25alwh0c': 109 (0.7%) + 't2_2vt9t2rb': 108 (0.7%) + 't2_bmqc8': 90 (0.6%) + 't2_2o7dvucy': 83 (0.5%) + 't2_2h9koqdq': 47 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 15,978/16,445,391 (0.1%) +Types: str:13,691, NoneType:2,287 +Null/Empty: null:2,287 +String length avg: 21.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'technologyreview.com': 112 (0.8%) + 'https://fresh.spud.com/beyond-meat/': 58 (0.4%) + 'findy.com': 47 (0.3%) + 'lootcakes.com': 33 (0.2%) + 'Airtable.com': 29 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 15,978/16,445,391 (0.1%) +Types: NoneType:15,966, str:12 +Null/Empty: null:15,966 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 11 (91.7%) + 'iframe': 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 15,978/16,445,391 (0.1%) +Types: NoneType:15,966, str:12 +Null/Empty: null:15,966 +String length avg: 44.1 +Unique strings tracked: 7 +String values distribution: + 'https://www.youtube.com/watch?v=-L_H497PVHs': 5 (41.7%) + 'https://vimeo.com/cheddartv/review/311295961/02c87...': 2 (16.7%) + 'https://www.google.com': 1 (8.3%) + 'https://www.pscp.tv/SanJoseSharks/1MYGNyOdykwKw': 1 (8.3%) + 'https://www.youtube.com/watch?v=d4BWjpl8ciY': 1 (8.3%) + 'https://www.youtube.com/watch?v=VsAsE81G2Fk': 1 (8.3%) + 'https://youtu.be/-L_H497PVHs?t=549&autoplay=1': 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 15,978/16,445,391 (0.1%) +Types: list:15,978 +Null/Empty: empty_arr:15,978 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 15,978/16,445,391 (0.1%) +Types: list:15,978 +Null/Empty: empty_arr:15,978 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 15,978/16,445,391 (0.1%) +Types: str:15,978 +String length avg: 90.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.reddit.com/r/brasilivre': 17 (0.1%) + 'https://www.namecheap.com/wordpress?utm_source=red...': 13 (0.1%) + 'https://itunes.apple.com/nz/podcast/mental-strengt...': 8 (0.1%) + 'https://www.fathomevents.com/events/a-silent-voice...': 7 (0.0%) + 'https://buttsnorkeler.com/': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 15,978/16,445,391 (0.1%) +Types: bool:15,978 +Booleans: true:0 (0.0%), false:15,978 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 15,978/16,445,391 (0.1%) +Types: str:15,978 +Null/Empty: empty_str:2,307 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/G5ZSIH9IC61L...': 17 (0.1%) + 'https://reddit-image.s3.amazonaws.com/zh0LtB_gOudt...': 13 (0.1%) + 'https://reddit-image.s3.amazonaws.com/90qwHhh9sxLJ...': 9 (0.1%) + 'https://reddit-image.s3.amazonaws.com/RU6pEFUlr44e...': 9 (0.1%) + 'https://reddit-image.s3.amazonaws.com/QvpiuxAVZFOw...': 9 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 15,978/16,445,391 (0.1%) +Types: NoneType:15,978 +Null/Empty: null:15,978 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 15,978/16,445,391 (0.1%) +Types: dict:15,978 +Null/Empty: empty_obj:15,978 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 15,978/16,445,391 (0.1%) +Types: NoneType:15,978 +Null/Empty: null:15,978 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 15,978/16,445,391 (0.1%) +Types: bool:15,978 +Booleans: true:15,978 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 15,978/16,445,391 (0.1%) +Types: NoneType:15,978 +Null/Empty: null:15,978 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 15,978/16,445,391 (0.1%) +Types: NoneType:15,978 +Null/Empty: null:15,978 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 15,978/16,445,391 (0.1%) +Types: NoneType:15,978 +Null/Empty: null:15,978 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 15,978/16,445,391 (0.1%) +Types: bool:15,978 +Booleans: true:15,978 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 15,978/16,445,391 (0.1%) +Types: list:15,720, NoneType:258 +Null/Empty: null:258, empty_arr:15,156 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 15,978/16,445,391 (0.1%) +Types: NoneType:15,978 +Null/Empty: null:15,978 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 15,978/16,445,391 (0.1%) +Types: NoneType:15,978 +Null/Empty: null:15,978 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 12,252/16,445,391 (0.1%) +Types: str:12,250, NoneType:2 +Null/Empty: null:2 +String length avg: 8.7 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 4,065 (33.2%) + 'Shop Now': 2,745 (22.4%) + 'Sign Up': 1,603 (13.1%) + 'View More': 1,383 (11.3%) + 'Download': 579 (4.7%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 215/16,445,391 (0.0%) +Types: list:215 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 163/16,445,391 (0.0%) +Types: float:163 +Numeric values: 163 total +Numeric range: min:1,546,369,200.0, max:1,556,668,800.0, avg:1548123406.4 +Numeric std dev: 1136538.6 +Unique numbers tracked: 124 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 163/16,445,391 (0.0%) +Types: bool:163 +Booleans: true:0 (0.0%), false:163 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 163/16,445,391 (0.0%) +Types: float:163 +Numeric values: 163 total +Numeric range: min:1,546,354,800.0, max:1,556,654,400.0, avg:1548095851.9 +Numeric std dev: 1138067.2 +Unique numbers tracked: 140 + +================================================================================ + +================================================================================ +FILE: RS_2019-02.jsonl +Analysis Time: 2026-01-15 09:00:42 +================================================================================ +Total lines: 15,743,620 +Processed lines: 15,743,620 +Total unique fields: 107 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 15,743,620/15,743,620 (100.0%) +Types: bool:15,743,620 +Booleans: true:0 (0.0%), false:15,743,620 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 15,743,620/15,743,620 (100.0%) +Types: str:15,743,620 +String length avg: 11.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 299 (0.0%) + 'removalbot': 26 (0.0%) + 'sharewithme': 14 (0.0%) + 'AutoModerator': 8 (0.0%) + 'sbags': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 15,743,620/15,743,620 (100.0%) +Types: NoneType:11,101,489, str:4,642,131 +Null/Empty: null:11,101,489, empty_str:4,388,918 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 13,618 (5.4%) + '#dadada': 6,596 (2.6%) + '#edeff1': 1,687 (0.7%) + '#ea0027': 1,397 (0.6%) + '#0079d3': 1,247 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 15,743,620/15,743,620 (100.0%) +Types: NoneType:14,260,076, str:1,483,544 +Null/Empty: null:14,260,076, empty_str:414,857 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 35 (0.0%) + 'ver': 28 (0.0%) + 'xbox': 23 (0.0%) + 'flashing': 23 (0.0%) + 'green': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 15,743,620/15,743,620 (100.0%) +Types: NoneType:14,732,935, str:1,010,685 +Null/Empty: null:14,732,935, empty_str:89,544 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fc071bc8-3229-11e8-82c6-0ec6c95d488a': 31 (0.0%) + '8d08ad36-5786-11e8-bad6-0e6ead40b16a': 26 (0.0%) + 'e0d6c1c6-717a-11e6-bdf5-0e34abc094bf': 23 (0.0%) + '650ac4b4-1d29-11e8-8ce9-0e0c1cb2f96e': 22 (0.0%) + '39840a0e-744f-11e2-b525-12313d166255': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 15,743,620/15,743,620 (100.0%) +Types: NoneType:14,093,386, str:1,650,234 +Null/Empty: null:14,093,386, empty_str:159,195 +String length avg: 16.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 38 (0.0%) + 'https://steamcommunity.com/profiles/76561198891893...': 24 (0.0%) + 'verified': 18 (0.0%) + 'BOT': 10 (0.0%) + 'Verified': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 15,743,620/15,743,620 (100.0%) +Types: NoneType:11,101,489, str:4,642,131 +Null/Empty: null:11,101,489 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 4,565,404 (98.3%) + 'light': 76,727 (1.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 15,743,620/15,743,620 (100.0%) +Types: bool:15,743,620 +Booleans: true:12,784,445 (81.2%), false:2,959,175 (18.8%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 15,743,620/15,743,620 (100.0%) +Types: bool:15,743,620 +Booleans: true:0 (0.0%), false:15,743,620 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 15,743,620/15,743,620 (100.0%) +Types: NoneType:15,727,115, str:16,505 +Null/Empty: null:15,727,115 +String length avg: 10.6 +Unique strings tracked: 12 +Top 5 string values: + 'drawing_and_painting': 3,314 (20.1%) + 'videos': 2,977 (18.0%) + 'gaming': 2,331 (14.1%) + 'photography': 2,156 (13.1%) + 'entertainment': 1,432 (8.7%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 15,743,620/15,743,620 (100.0%) +Types: NoneType:15,522,237, list:221,383 +Null/Empty: null:15,522,237 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 15,743,620/15,743,620 (100.0%) +Types: bool:15,743,620 +Booleans: true:4,714 (0.0%), false:15,738,906 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 15,743,620/15,743,620 (100.0%) +Types: int:15,743,620 +Numeric values: 15,743,620 total +Numeric range: min:1,548,979,200, max:1,551,398,399, avg:1550215215.3 +Numeric std dev: 698283.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 15,743,620/15,743,620 (100.0%) +Types: NoneType:15,674,263, str:69,357 +Null/Empty: null:15,674,263 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 69,314 (99.9%) + 'admin': 43 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 15,743,620/15,743,620 (100.0%) +Types: str:15,743,620 +String length avg: 12.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 922 (0.0%) + 'youtube.com': 89 (0.0%) + 'i.imgur.com': 87 (0.0%) + 'imgur.com': 80 (0.0%) + 'v.redd.it': 79 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 15,743,620/15,743,620 (100.0%) +Types: bool:15,243,088, int:500,532 +Booleans: true:0 (0.0%), false:15,243,088 (100.0%) +Numeric values: 500,532 total +Numeric range: min:1,548,979,290, max:1,553,288,738, avg:1550288539.7 +Numeric std dev: 750100.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 15,743,620/15,743,620 (100.0%) +Types: int:15,743,620 +Numeric values: 15,743,620 total +Numeric range: min:0, max:190, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 35 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 15,743,620/15,743,620 (100.0%) +Types: dict:15,743,620 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 15,743,620/15,743,620 (100.0%) +Types: bool:15,743,620 +Booleans: true:0 (0.0%), false:15,743,620 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 15,743,620/15,743,620 (100.0%) +Types: str:15,743,620 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'alvtx6': 1 (0.0%) + 'alvtx7': 1 (0.0%) + 'alvtx8': 1 (0.0%) + 'alvtx9': 1 (0.0%) + 'alvtxa': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 15,743,620/15,743,620 (100.0%) +Types: bool:15,743,620 +Booleans: true:10,231,479 (65.0%), false:5,512,141 (35.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 15,743,620/15,743,620 (100.0%) +Types: bool:15,743,620 +Booleans: true:36 (0.0%), false:15,743,584 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 15,743,620/15,743,620 (100.0%) +Types: bool:15,743,620 +Booleans: true:78,307 (0.5%), false:15,665,313 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 15,743,620/15,743,620 (100.0%) +Types: bool:15,743,620 +Booleans: true:4,590,827 (29.2%), false:11,152,793 (70.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 15,743,620/15,743,620 (100.0%) +Types: bool:15,743,620 +Booleans: true:10,266,042 (65.2%), false:5,477,578 (34.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 15,743,620/15,743,620 (100.0%) +Types: bool:15,743,620 +Booleans: true:6,151,228 (39.1%), false:9,592,392 (60.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 15,743,620/15,743,620 (100.0%) +Types: bool:15,743,620 +Booleans: true:264,461 (1.7%), false:15,479,159 (98.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 15,743,620/15,743,620 (100.0%) +Types: str:15,743,620 +Null/Empty: empty_str:14,528,375 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#a964db': 625 (0.1%) + '#ffb000': 500 (0.0%) + '#edeff1': 380 (0.0%) + '#dadada': 335 (0.0%) + '#0079d3': 311 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 15,743,620/15,743,620 (100.0%) +Types: NoneType:12,121,981, str:3,621,639 +Null/Empty: null:12,121,981, empty_str:664,715 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 146 (0.0%) + 'submission-history': 120 (0.0%) + 'submission-germany': 119 (0.0%) + 'question': 106 (0.0%) + 'xbox': 66 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 15,743,620/15,743,620 (100.0%) +Types: list:15,743,620 +Null/Empty: empty_arr:14,144,722 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 15,743,620/15,743,620 (100.0%) +Types: NoneType:12,091,419, str:3,652,201 +Null/Empty: null:12,091,419, empty_str:876 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'submission-history': 120 (0.0%) + 'submission-germany': 119 (0.0%) + 'Discussion': 100 (0.0%) + 'Question': 69 (0.0%) + 'Xbox': 44 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 15,743,620/15,743,620 (100.0%) +Types: str:15,743,620 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 14,913,798 (94.7%) + 'light': 829,822 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 15,743,620/15,743,620 (100.0%) +Types: str:15,743,620 +String length avg: 4.4 +Unique strings tracked: 2 +String values distribution: + 'text': 14,144,722 (89.8%) + 'richtext': 1,598,898 (10.2%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 15,743,620/15,743,620 (100.0%) +Types: bool:15,743,620 +Booleans: true:231,713 (1.5%), false:15,511,907 (98.5%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 15,743,620/15,743,620 (100.0%) +Types: NoneType:14,226,647, dict:1,516,973 +Null/Empty: null:14,226,647 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 15,743,620/15,743,620 (100.0%) +Types: dict:15,743,620 +Null/Empty: empty_obj:14,490,701 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 15,743,620/15,743,620 (100.0%) +Types: bool:15,743,620 +Booleans: true:102 (0.0%), false:15,743,518 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 15,743,620/15,743,620 (100.0%) +Types: bool:15,743,620 +Booleans: true:8,868,364 (56.3%), false:6,875,256 (43.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 15,743,620/15,743,620 (100.0%) +Types: int:15,743,620 +Numeric values: 15,743,620 total +Numeric range: min:0, max:95,141, avg:7.3 +Numeric std dev: 94.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 15,743,620/15,743,620 (100.0%) +Types: int:15,743,620 +Numeric values: 15,743,620 total +Numeric range: min:0, max:379, avg:0.0 +Numeric std dev: 0.5 +Unique numbers tracked: 102 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 15,743,620/15,743,620 (100.0%) +Types: bool:15,743,620 +Booleans: true:1,776,732 (11.3%), false:13,966,888 (88.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 15,743,620/15,743,620 (100.0%) +Types: str:9,814,302, NoneType:5,929,318 +Null/Empty: null:5,929,318 +String length avg: 8.0 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 7,569,683 (77.1%) + 'promo_adult_nsfw': 948,594 (9.7%) + 'house_only': 670,434 (6.8%) + 'no_ads': 607,672 (6.2%) + 'promo_all': 17,919 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 15,743,620/15,743,620 (100.0%) +Types: str:15,743,620 +String length avg: 66.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/removalbot/comments/alvtx6/0131_2359_pee_walls_...': 1 (0.0%) + '/r/TheGreenArmy/comments/alvtx7/orang_defend/': 1 (0.0%) + '/r/logodesign/comments/alvtx8/my_stocks/': 1 (0.0%) + '/r/businesstalkdaily/comments/alvtx9/xiaomi_presid...': 1 (0.0%) + '/r/EDM/comments/alvtxa/skrill_removed_all_of_banga...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 15,743,620/15,743,620 (100.0%) +Types: bool:15,743,620 +Booleans: true:0 (0.0%), false:15,743,620 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 15,743,620/15,743,620 (100.0%) +Types: int:9,814,302, NoneType:5,929,318 +Null/Empty: null:5,929,318 +Numeric values: 9,814,302 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.9 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 7,569,683 (77.1%) + 3: 948,594 (9.7%) + 1: 670,434 (6.8%) + 0: 607,672 (6.2%) + 5: 17,919 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 15,743,620/15,743,620 (100.0%) +Types: bool:15,743,620 +Booleans: true:14,066 (0.1%), false:15,729,554 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 15,743,620/15,743,620 (100.0%) +Types: NoneType:15,742,043, str:1,577 +Null/Empty: null:15,742,043 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 1,577 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 15,743,620/15,743,620 (100.0%) +Types: int:15,743,620 +Numeric values: 15,743,620 total +Numeric range: min:1,552,744,676, max:1,553,350,843, avg:1553129024.6 +Numeric std dev: 124650.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 15,743,620/15,743,620 (100.0%) +Types: int:15,743,620 +Numeric values: 15,743,620 total +Numeric range: min:0, max:212,631, avg:83.8 +Numeric std dev: 1219.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 15,743,620/15,743,620 (100.0%) +Types: NoneType:14,226,647, dict:1,516,973 +Null/Empty: null:14,226,647 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 15,743,620/15,743,620 (100.0%) +Types: dict:15,743,620 +Null/Empty: empty_obj:14,490,701 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 15,743,620/15,743,620 (100.0%) +Types: str:15,743,620 +Null/Empty: empty_str:8,587,178 +String length avg: 363.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 743 (0.0%) + '[removed]': 349 (0.0%) + 'Hey! I created a YouTube group chat so we can shar...': 6 (0.0%) + '[Drop - PMV - Pornhub.com] is good,have a look at ...': 4 (0.0%) + 'Praise The Legendary Game Developer Todd Howard + +': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 15,743,620/15,743,620 (100.0%) +Types: bool:15,743,620 +Booleans: true:13,731,705 (87.2%), false:2,011,915 (12.8%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 15,743,620/15,743,620 (100.0%) +Types: bool:15,743,620 +Booleans: true:91,100 (0.6%), false:15,652,520 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 15,743,620/15,743,620 (100.0%) +Types: bool:15,743,620 +Booleans: true:12,445 (0.1%), false:15,731,175 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 15,743,620/15,743,620 (100.0%) +Types: str:15,743,620 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 35 (0.0%) + 'removalbot': 27 (0.0%) + 'dankmemes': 19 (0.0%) + 'Showerthoughts': 17 (0.0%) + 'nba': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 15,743,620/15,743,620 (100.0%) +Types: str:15,743,620 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 35 (0.0%) + 't5_3a7hy': 27 (0.0%) + 't5_2zmfe': 19 (0.0%) + 't5_2szyo': 17 (0.0%) + 't5_2qo4s': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 15,743,620/15,743,620 (100.0%) +Types: str:15,743,620 +String length avg: 12.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/AskReddit': 35 (0.0%) + 'r/removalbot': 27 (0.0%) + 'r/dankmemes': 19 (0.0%) + 'r/Showerthoughts': 17 (0.0%) + 'r/nba': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 15,743,620/15,743,620 (100.0%) +Types: int:15,743,620 +Numeric values: 15,743,620 total +Numeric range: min:0, max:36,778,465, avg:1723063.3 +Numeric std dev: 5085024.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 15,743,620/15,743,620 (100.0%) +Types: str:15,743,620 +String length avg: 6.1 +Unique strings tracked: 5 +String values distribution: + 'public': 13,676,709 (86.9%) + 'user': 1,069,865 (6.8%) + 'restricted': 996,952 (6.3%) + 'private': 83 (0.0%) + 'gold_restricted': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 15,743,620/15,743,620 (100.0%) +Types: NoneType:12,869,548, str:2,874,072 +Null/Empty: null:12,869,548 +String length avg: 4.4 +Unique strings tracked: 8 +String values distribution: + 'qa': 1,076,589 (37.5%) + 'confidence': 711,418 (24.8%) + 'top': 652,361 (22.7%) + 'new': 393,311 (13.7%) + 'old': 21,655 (0.8%) + 'controversial': 16,983 (0.6%) + 'random': 1,587 (0.1%) + 'live': 168 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 15,743,620/15,743,620 (100.0%) +Types: str:15,743,620 +String length avg: 29.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,251 (0.0%) + 'self': 843 (0.0%) + 'nsfw': 228 (0.0%) + 'image': 28 (0.0%) + 'spoiler': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 15,743,620/15,743,620 (100.0%) +Types: int:9,353,717, NoneType:6,389,903 +Null/Empty: null:6,389,903 +Numeric values: 9,353,717 total +Numeric range: min:1, max:140, avg:110.9 +Numeric std dev: 28.5 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 15,743,620/15,743,620 (100.0%) +Types: int:9,353,717, NoneType:6,389,903 +Null/Empty: null:6,389,903 +Numeric values: 9,353,717 total +Numeric range: min:1, max:140, avg:139.5 +Numeric std dev: 6.4 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 15,743,620/15,743,620 (100.0%) +Types: str:15,743,620 +Null/Empty: empty_str:1 +String length avg: 53.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Dapp Review - EOSPlaystation - Telos & BOS - N...': 4 (0.0%) + 'Office': 3 (0.0%) + 'Nina Nesbitt - The Sun Will Come Up, The Seasons W...': 2 (0.0%) + 'Filter from Snapchat!': 2 (0.0%) + 'Praise Todd Howard': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 15,743,620/15,743,620 (100.0%) +Types: str:15,743,620 +String length avg: 67.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=b21FGMnS7to': 4 (0.0%) + 'https://www.reddit.com/r/MkeBucks/comments/alvtxe/...': 2 (0.0%) + 'https://gfycat.com/TestyNewEmeraldtreeskink': 2 (0.0%) + 'https://www.reddit.com/r/SoCalR4R/comments/alvu30/...': 2 (0.0%) + 'https://i.imgur.com/gdOXGuz.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 15,743,620/15,743,620 (100.0%) +Types: str:9,814,302, NoneType:5,929,318 +Null/Empty: null:5,929,318 +String length avg: 8.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 7,519,109 (76.6%) + 'promo_adult_nsfw': 999,263 (10.2%) + 'house_only': 670,434 (6.8%) + 'no_ads': 607,672 (6.2%) + 'promo_all': 17,824 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 15,743,620/15,743,620 (100.0%) +Types: int:9,814,302, NoneType:5,929,318 +Null/Empty: null:5,929,318 +Numeric values: 9,814,302 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 2.0 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 7,519,109 (76.6%) + 3: 999,263 (10.2%) + 1: 670,434 (6.8%) + 0: 607,672 (6.2%) + 5: 17,824 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 15,743,218/15,743,620 (100.0%) +Types: int:12,794,375, NoneType:2,948,843 +Null/Empty: null:2,948,843 +Numeric values: 12,794,375 total +Numeric range: min:1,118,030,400, max:1,551,398,280, avg:1493193768.5 +Numeric std dev: 66704372.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 15,743,218/15,743,620 (100.0%) +Types: str:12,794,599, NoneType:2,948,619 +Null/Empty: null:2,948,619 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_qyc0s': 26 (0.0%) + 't2_bcevk': 14 (0.0%) + 't2_6l4z3': 8 (0.0%) + 't2_e3tzb': 6 (0.0%) + 't2_ktvvo': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 12,794,599/15,743,620 (81.3%) +Types: list:12,794,599 +Null/Empty: empty_arr:12,118,420 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 12,794,599/15,743,620 (81.3%) +Types: str:12,794,599 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 12,118,420 (94.7%) + 'richtext': 676,179 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 12,794,599/15,743,620 (81.3%) +Types: bool:12,794,599 +Booleans: true:551 (0.0%), false:12,794,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 6,537,914/15,743,620 (41.5%) +Types: str:6,537,914 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'image': 2,918,787 (44.6%) + 'link': 2,288,270 (35.0%) + 'rich:video': 622,065 (9.5%) + 'self': 544,890 (8.3%) + 'hosted:video': 163,668 (2.5%) + 'video': 234 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 6,537,914/15,743,620 (41.5%) +Types: dict:6,537,914 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 5,713,444/15,743,620 (36.3%) +Types: NoneType:3,184,747, str:2,528,697 +Null/Empty: null:3,184,747 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '529516d0-37e9-11e6-b96e-0e7d07fa90ad': 120 (0.0%) + '51c5d80a-95d4-11e5-9574-0e69e297ccc7': 119 (0.0%) + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 25 (0.0%) + '68e40d50-6435-11e2-97c8-12313b0c247a': 19 (0.0%) + '99845830-3de1-11e8-b68b-0ebc94cb15f2': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 605,476/15,743,620 (3.8%) +Types: str:605,476 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_aluhd0': 14 (0.0%) + 't3_altwwt': 10 (0.0%) + 't3_alt5yk': 9 (0.0%) + 't3_aluee2': 9 (0.0%) + 't3_alsc6m': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 605,476/15,743,620 (3.8%) +Types: list:605,476 +Null/Empty: empty_arr:4,584 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 176,385/15,743,620 (1.1%) +Types: dict:122,325, NoneType:54,060 +Null/Empty: null:54,060 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 58,447/15,743,620 (0.4%) +Types: bool:58,447 +Booleans: true:58,447 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 13,984/15,743,620 (0.1%) +Types: NoneType:13,984 +Null/Empty: null:13,984 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 13,984/15,743,620 (0.1%) +Types: NoneType:13,984 +Null/Empty: null:13,984 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 13,984/15,743,620 (0.1%) +Types: str:13,972, NoneType:12 +Null/Empty: null:12 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_106gts': 98 (0.7%) + 't2_2mxdf760': 90 (0.6%) + 't2_257vhitn': 64 (0.5%) + 't2_hllr6dz': 54 (0.4%) + 't2_34i08vwh': 50 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 13,984/15,743,620 (0.1%) +Types: str:12,042, NoneType:1,942 +Null/Empty: null:1,942 +String length avg: 19.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fool.com/the-ascent': 63 (0.5%) + 'nextbigideaclub.com': 50 (0.4%) + 'hinge.co': 50 (0.4%) + 'masterclass.com': 41 (0.3%) + 'itunes.apple.com': 40 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 13,984/15,743,620 (0.1%) +Types: NoneType:13,973, str:11 +Null/Empty: null:13,973 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 6 (54.5%) + 'iframe': 5 (45.5%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 13,984/15,743,620 (0.1%) +Types: NoneType:13,973, str:11 +Null/Empty: null:13,973 +String length avg: 45.8 +Unique strings tracked: 6 +String values distribution: + 'https://dywhoqbpxoexa.cloudfront.net/index.html': 3 (27.3%) + 'https://dyv8r2q7w6ii3.cloudfront.net/': 3 (27.3%) + 'https://www.youtube.com/watch?v=kYtixCr1cmA': 2 (18.2%) + 'https://youtu.be/lKuvOrCmFTY': 1 (9.1%) + 'https://www.youtube.com/watch?v=muz0Adhtgz0': 1 (9.1%) + 'https://open.spotify.com/user/spotify/playlist/37i...': 1 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 13,984/15,743,620 (0.1%) +Types: list:13,984 +Null/Empty: empty_arr:13,984 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 13,984/15,743,620 (0.1%) +Types: list:13,984 +Null/Empty: empty_arr:13,984 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 13,984/15,743,620 (0.1%) +Types: str:13,984 +String length avg: 87.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://hinge.co': 49 (0.4%) + 'https://findy.com/install': 15 (0.1%) + 'https://www.doordash.com/business/jack-in-the-box-...': 13 (0.1%) + 'https://xbox.playblackdesert.com/?utm_source=reddi...': 9 (0.1%) + 'https://itunes.apple.com/us/app/star-trek-timeline...': 9 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 13,984/15,743,620 (0.1%) +Types: bool:13,984 +Booleans: true:0 (0.0%), false:13,984 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 13,984/15,743,620 (0.1%) +Types: str:13,984 +Null/Empty: empty_str:2,194 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/HerQO3PVQf_A...': 14 (0.1%) + 'https://reddit-image.s3.amazonaws.com/HDuaoKXxoMdm...': 11 (0.1%) + 'https://reddit-image.s3.amazonaws.com/KsfNVkdnZBWs...': 9 (0.1%) + 'https://reddit-image.s3.amazonaws.com/euNnxRquF8U6...': 8 (0.1%) + 'https://reddit-image.s3.amazonaws.com/MCt6pVF8-Ep5...': 8 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 13,984/15,743,620 (0.1%) +Types: NoneType:13,984 +Null/Empty: null:13,984 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 13,984/15,743,620 (0.1%) +Types: dict:13,984 +Null/Empty: empty_obj:13,984 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 13,984/15,743,620 (0.1%) +Types: NoneType:13,984 +Null/Empty: null:13,984 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 13,984/15,743,620 (0.1%) +Types: bool:13,984 +Booleans: true:13,984 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 13,984/15,743,620 (0.1%) +Types: NoneType:13,984 +Null/Empty: null:13,984 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 13,984/15,743,620 (0.1%) +Types: NoneType:13,984 +Null/Empty: null:13,984 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 13,984/15,743,620 (0.1%) +Types: NoneType:13,984 +Null/Empty: null:13,984 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 13,984/15,743,620 (0.1%) +Types: bool:13,984 +Booleans: true:13,984 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 13,984/15,743,620 (0.1%) +Types: list:13,708, NoneType:276 +Null/Empty: null:276, empty_arr:12,761 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 13,984/15,743,620 (0.1%) +Types: NoneType:13,984 +Null/Empty: null:13,984 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 13,984/15,743,620 (0.1%) +Types: NoneType:13,984 +Null/Empty: null:13,984 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 11,541/15,743,620 (0.1%) +Types: str:11,526, NoneType:15 +Null/Empty: null:15 +String length avg: 8.6 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 3,745 (32.5%) + 'Shop Now': 2,102 (18.2%) + 'Sign Up': 1,793 (15.6%) + 'Install': 942 (8.2%) + 'View More': 902 (7.8%) + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 333/15,743,620 (0.0%) +Types: bool:333 +Booleans: true:0 (0.0%), false:333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 333/15,743,620 (0.0%) +Types: float:333 +Numeric values: 333 total +Numeric range: min:1,549,036,800.0, max:1,582,263,000.0, avg:1550714720.2 +Numeric std dev: 3056404.8 +Unique numbers tracked: 265 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 325/15,743,620 (0.0%) +Types: float:325 +Numeric values: 325 total +Numeric range: min:1,549,119,600.0, max:1,582,277,400.0, avg:1550748888.9 +Numeric std dev: 3092170.2 +Unique numbers tracked: 244 + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 289/15,743,620 (0.0%) +Types: list:289 + +================================================================================ + +================================================================================ +FILE: RS_2019-03.jsonl +Analysis Time: 2026-01-15 09:33:31 +================================================================================ +Total lines: 18,412,519 +Processed lines: 18,412,519 +Total unique fields: 109 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 18,412,519/18,412,519 (100.0%) +Types: str:18,412,519 +String length avg: 11.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 339 (0.0%) + 'sharewithme': 16 (0.0%) + 'ISmellSkunks': 11 (0.0%) + 'autotldr': 10 (0.0%) + 'Historize': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 18,412,519/18,412,519 (100.0%) +Types: NoneType:12,735,477, str:5,677,042 +Null/Empty: null:12,735,477, empty_str:5,289,506 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 13,802 (3.6%) + '#dadada': 6,531 (1.7%) + '#20cc54': 1,513 (0.4%) + '#bbbdbf': 1,489 (0.4%) + '#edeff1': 1,325 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 18,412,519/18,412,519 (100.0%) +Types: NoneType:16,686,509, str:1,726,010 +Null/Empty: null:16,686,509, empty_str:498,578 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'xbox': 37 (0.0%) + 'flair-default': 33 (0.0%) + '1m': 26 (0.0%) + 'default': 23 (0.0%) + 'green': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 18,412,519/18,412,519 (100.0%) +Types: NoneType:17,154,425, str:1,258,094 +Null/Empty: null:17,154,425, empty_str:89,765 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ee5bf698-47d5-11e9-bcf8-0e794606cc36': 23 (0.0%) + 'e0d6c1c6-717a-11e6-bdf5-0e34abc094bf': 21 (0.0%) + '650ac4b4-1d29-11e8-8ce9-0e0c1cb2f96e': 18 (0.0%) + '6d903666-582c-11e9-abcf-0e5e9f22a72e': 14 (0.0%) + '9d8d412e-86f7-11e5-8732-0ecd944ee281': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 18,412,519/18,412,519 (100.0%) +Types: NoneType:16,538,167, str:1,874,352 +Null/Empty: null:16,538,167, empty_str:170,773 +String length avg: 16.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 43 (0.0%) + 'Sic semper tyrannis': 17 (0.0%) + 'BOT': 14 (0.0%) + '(Joe Ard)': 13 (0.0%) + 'verified': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 18,412,519/18,412,519 (100.0%) +Types: NoneType:12,737,008, str:5,675,511 +Null/Empty: null:12,737,008 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 5,530,434 (97.4%) + 'light': 145,077 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 18,412,519/18,412,519 (100.0%) +Types: bool:18,412,519 +Booleans: true:14,602,900 (79.3%), false:3,809,619 (20.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 18,412,519/18,412,519 (100.0%) +Types: bool:18,412,519 +Booleans: true:0 (0.0%), false:18,412,519 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 18,412,519/18,412,519 (100.0%) +Types: NoneType:18,394,850, str:17,669 +Null/Empty: null:18,394,850, empty_str:6 +String length avg: 10.8 +Unique strings tracked: 12 +Top 5 string values: + 'drawing_and_painting': 3,705 (21.0%) + 'videos': 2,959 (16.8%) + 'gaming': 2,408 (13.6%) + 'photography': 2,235 (12.7%) + 'entertainment': 1,582 (9.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 18,412,519/18,412,519 (100.0%) +Types: NoneType:18,172,437, list:240,082 +Null/Empty: null:18,172,437 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 18,412,519/18,412,519 (100.0%) +Types: bool:18,412,519 +Booleans: true:5,564 (0.0%), false:18,406,955 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 18,412,519/18,412,519 (100.0%) +Types: int:18,412,519 +Numeric values: 18,412,519 total +Numeric range: min:1,551,398,400, max:1,554,076,799, avg:1552755066.1 +Numeric std dev: 770639.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 18,412,519/18,412,519 (100.0%) +Types: NoneType:18,336,981, str:75,538 +Null/Empty: null:18,336,981 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 75,493 (99.9%) + 'admin': 45 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 18,412,519/18,412,519 (100.0%) +Types: str:18,412,519 +String length avg: 12.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 878 (0.0%) + 'self.AskReddit': 81 (0.0%) + 'youtube.com': 80 (0.0%) + 'youtu.be': 71 (0.0%) + 'i.imgur.com': 70 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 18,412,519/18,412,519 (100.0%) +Types: bool:17,853,498, int:559,021 +Booleans: true:0 (0.0%), false:17,853,498 (100.0%) +Numeric values: 559,021 total +Numeric range: min:1,551,398,624, max:1,560,302,511, avg:1552880783.2 +Numeric std dev: 1004142.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 18,412,519/18,412,519 (100.0%) +Types: int:18,412,519 +Numeric values: 18,412,519 total +Numeric range: min:0, max:178, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 30 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 18,412,519/18,412,519 (100.0%) +Types: dict:18,412,519 +Null/Empty: empty_obj:18,147,823 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 18,412,519/18,412,519 (100.0%) +Types: bool:18,412,519 +Booleans: true:0 (0.0%), false:18,412,519 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 18,412,519/18,412,519 (100.0%) +Types: str:18,412,519 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'av6nna': 1 (0.0%) + 'av6poa': 1 (0.0%) + 'avqc28': 1 (0.0%) + 'avqcqv': 1 (0.0%) + 'avqjog': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 18,412,519/18,412,519 (100.0%) +Types: bool:18,412,519 +Booleans: true:11,902,910 (64.6%), false:6,509,609 (35.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 18,412,519/18,412,519 (100.0%) +Types: bool:18,412,519 +Booleans: true:133 (0.0%), false:18,412,386 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 18,412,519/18,412,519 (100.0%) +Types: bool:18,412,519 +Booleans: true:91,510 (0.5%), false:18,321,009 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 18,412,519/18,412,519 (100.0%) +Types: bool:18,412,519 +Booleans: true:5,421,435 (29.4%), false:12,991,084 (70.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 18,412,519/18,412,519 (100.0%) +Types: bool:18,412,519 +Booleans: true:11,982,866 (65.1%), false:6,429,653 (34.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 18,412,519/18,412,519 (100.0%) +Types: bool:18,412,519 +Booleans: true:7,354,959 (39.9%), false:11,057,560 (60.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 18,412,519/18,412,519 (100.0%) +Types: bool:18,412,519 +Booleans: true:312,664 (1.7%), false:18,099,855 (98.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 18,412,519/18,412,519 (100.0%) +Types: str:18,412,519 +Null/Empty: empty_str:16,861,246 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#a964db': 719 (0.0%) + '#dadada': 577 (0.0%) + '#ffb000': 356 (0.0%) + '#ea0027': 284 (0.0%) + '#0079d3': 257 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 18,412,519/18,412,519 (100.0%) +Types: NoneType:14,081,160, str:4,331,359 +Null/Empty: null:14,081,160, empty_str:886,681 +String length avg: 6.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 221 (0.0%) + 'question': 171 (0.0%) + 'other': 77 (0.0%) + 'red': 74 (0.0%) + 'blue': 72 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 18,412,519/18,412,519 (100.0%) +Types: list:18,412,519 +Null/Empty: empty_arr:16,346,397 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 18,412,519/18,412,519 (100.0%) +Types: NoneType:14,038,909, str:4,373,610 +Null/Empty: null:14,038,909, empty_str:925 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 132 (0.0%) + 'Question': 109 (0.0%) + 'PS4': 53 (0.0%) + 'Other': 45 (0.0%) + 'Xbox': 36 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 18,412,519/18,412,519 (100.0%) +Types: str:18,412,519 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 17,372,642 (94.4%) + 'light': 1,039,877 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 18,412,519/18,412,519 (100.0%) +Types: str:18,412,519 +String length avg: 4.4 +Unique strings tracked: 2 +String values distribution: + 'text': 16,346,397 (88.8%) + 'richtext': 2,066,122 (11.2%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 18,412,519/18,412,519 (100.0%) +Types: bool:18,412,519 +Booleans: true:257,845 (1.4%), false:18,154,674 (98.6%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 18,412,519/18,412,519 (100.0%) +Types: NoneType:16,748,152, dict:1,664,367 +Null/Empty: null:16,748,152 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 18,412,519/18,412,519 (100.0%) +Types: dict:18,412,519 +Null/Empty: empty_obj:17,060,164 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 18,412,519/18,412,519 (100.0%) +Types: bool:18,412,519 +Booleans: true:163 (0.0%), false:18,412,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 18,412,519/18,412,519 (100.0%) +Types: bool:18,412,519 +Booleans: true:10,409,784 (56.5%), false:8,002,735 (43.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 18,412,519/18,412,519 (100.0%) +Types: int:18,412,519 +Numeric values: 18,412,519 total +Numeric range: min:0, max:57,110, avg:7.1 +Numeric std dev: 78.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 18,412,519/18,412,519 (100.0%) +Types: int:18,412,519 +Numeric values: 18,412,519 total +Numeric range: min:0, max:724, avg:0.0 +Numeric std dev: 0.5 +Unique numbers tracked: 105 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 18,412,519/18,412,519 (100.0%) +Types: bool:18,412,519 +Booleans: true:2,097,508 (11.4%), false:16,315,011 (88.6%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 18,412,519/18,412,519 (100.0%) +Types: str:11,179,878, NoneType:7,232,641 +Null/Empty: null:7,232,641 +String length avg: 7.9 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 8,608,988 (77.0%) + 'promo_adult_nsfw': 1,076,078 (9.6%) + 'no_ads': 1,046,388 (9.4%) + 'house_only': 427,462 (3.8%) + 'promo_all': 20,962 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 18,412,519/18,412,519 (100.0%) +Types: str:18,412,519 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/movies/comments/av6nna/time_to_update_the_reddi...': 1 (0.0%) + '/r/movies/comments/av6poa/time_to_update_the_rmovi...': 1 (0.0%) + '/r/OverwatchLeague/comments/avqc28/match_thread_wa...': 1 (0.0%) + '/r/OverwatchLeague/comments/avqcqv/match_thread_se...': 1 (0.0%) + '/r/OverwatchLeague/comments/avqjog/match_thread_fl...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 18,412,519/18,412,519 (100.0%) +Types: bool:18,412,519 +Booleans: true:0 (0.0%), false:18,412,519 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 18,412,519/18,412,519 (100.0%) +Types: int:11,179,878, NoneType:7,232,641 +Null/Empty: null:7,232,641 +Numeric values: 11,179,878 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 2.0 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 8,608,988 (77.0%) + 3: 1,076,078 (9.6%) + 0: 1,046,388 (9.4%) + 1: 427,462 (3.8%) + 5: 20,962 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 18,412,519/18,412,519 (100.0%) +Types: bool:18,412,519 +Booleans: true:76,354 (0.4%), false:18,336,165 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 18,412,519/18,412,519 (100.0%) +Types: NoneType:18,409,380, str:3,139 +Null/Empty: null:18,409,380 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 3,139 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 18,412,519/18,412,519 (100.0%) +Types: int:18,412,519 +Numeric values: 18,412,519 total +Numeric range: min:1,553,269,069, max:1,560,377,214, avg:1560138704.0 +Numeric std dev: 647748.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 18,412,519/18,412,519 (100.0%) +Types: int:18,412,519 +Numeric values: 18,412,519 total +Numeric range: min:0, max:166,000, avg:80.9 +Numeric std dev: 1142.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 18,412,519/18,412,519 (100.0%) +Types: NoneType:16,748,152, dict:1,664,367 +Null/Empty: null:16,748,152 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 18,412,519/18,412,519 (100.0%) +Types: dict:18,412,519 +Null/Empty: empty_obj:17,060,164 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 18,412,519/18,412,519 (100.0%) +Types: str:18,412,519 +Null/Empty: empty_str:9,755,227 +String length avg: 485.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 853 (0.0%) + '[removed]': 386 (0.0%) + ' ': 3 (0.0%) + '###Map Order + +Map | Type +-|- +Ilios | Control +Holly...': 2 (0.0%) + 'Praise The Legendary Game Developer Todd Howard + +': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 18,412,519/18,412,519 (100.0%) +Types: bool:18,412,519 +Booleans: true:16,194,407 (88.0%), false:2,218,112 (12.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 18,412,519/18,412,519 (100.0%) +Types: bool:18,412,519 +Booleans: true:113,048 (0.6%), false:18,299,471 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 18,412,519/18,412,519 (100.0%) +Types: bool:18,412,519 +Booleans: true:11,345 (0.1%), false:18,401,174 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 18,412,519/18,412,519 (100.0%) +Types: str:18,412,519 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 45 (0.0%) + 'FortNiteBR': 20 (0.0%) + 'indieheads': 19 (0.0%) + 'memes': 15 (0.0%) + 'dankmemes': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 18,412,519/18,412,519 (100.0%) +Types: str:18,412,519 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 45 (0.0%) + 't5_3oeyf': 20 (0.0%) + 't5_2zj24': 19 (0.0%) + 't5_2qjpg': 15 (0.0%) + 't5_2zmfe': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 18,412,519/18,412,519 (100.0%) +Types: str:18,412,519 +String length avg: 12.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/AskReddit': 45 (0.0%) + 'r/FortNiteBR': 20 (0.0%) + 'r/indieheads': 19 (0.0%) + 'r/memes': 15 (0.0%) + 'r/dankmemes': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 18,412,519/18,412,519 (100.0%) +Types: int:18,412,519 +Numeric values: 18,412,519 total +Numeric range: min:-1, max:24,890,407, avg:1775963.5 +Numeric std dev: 5255595.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 18,412,519/18,412,519 (100.0%) +Types: str:18,412,519 +String length avg: 6.1 +Unique strings tracked: 6 +String values distribution: + 'public': 15,835,978 (86.0%) + 'user': 1,510,130 (8.2%) + 'restricted': 1,066,295 (5.8%) + 'private': 108 (0.0%) + 'gold_restricted': 5 (0.0%) + 'archived': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 18,412,519/18,412,519 (100.0%) +Types: NoneType:14,692,293, str:3,720,226 +Null/Empty: null:14,692,293 +String length avg: 4.2 +Unique strings tracked: 8 +String values distribution: + 'qa': 1,517,160 (40.8%) + 'confidence': 841,197 (22.6%) + 'top': 749,031 (20.1%) + 'new': 480,622 (12.9%) + 'old': 121,667 (3.3%) + 'controversial': 8,035 (0.2%) + 'random': 1,691 (0.0%) + 'live': 823 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 18,412,519/18,412,519 (100.0%) +Types: str:18,412,519 +Null/Empty: empty_str:5,277 +String length avg: 29.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,310 (0.0%) + 'self': 849 (0.0%) + 'nsfw': 211 (0.0%) + 'image': 45 (0.0%) + 'spoiler': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 18,412,519/18,412,519 (100.0%) +Types: str:18,412,519 +String length avg: 53.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ok but really - THIS is EPIC': 5 (0.0%) + '[FRESH ALBUM] Pond - Tasmania': 3 (0.0%) + 'Praise Todd Howard': 2 (0.0%) + 'Hey Reddit Anime fans! Did you know FunimationNow ...': 2 (0.0%) + 'Parents financially supporting thirtysomething kid...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 18,412,519/18,412,519 (100.0%) +Types: str:18,412,519 +String length avg: 67.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.reddit.com/r/nba/comments/avxy4u/game_...': 2 (0.0%) + 'https://i.redd.it/miw318pgeej21.jpg': 2 (0.0%) + 'https://watchxxxfreeinhd.com/julie-cash-bedside-ma...': 2 (0.0%) + 'https://www.outline.com/BmBTkG': 2 (0.0%) + 'https://i.imgur.com/nLzQtqu.gifv': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 18,412,519/18,412,519 (100.0%) +Types: str:11,179,878, NoneType:7,232,641 +Null/Empty: null:7,232,641 +String length avg: 7.9 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 8,549,050 (76.5%) + 'promo_adult_nsfw': 1,136,130 (10.2%) + 'no_ads': 1,046,388 (9.4%) + 'house_only': 427,462 (3.8%) + 'promo_all': 20,848 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 18,412,519/18,412,519 (100.0%) +Types: int:11,179,878, NoneType:7,232,641 +Null/Empty: null:7,232,641 +Numeric values: 11,179,878 total +Numeric range: min:0, max:6, avg:4.9 +Numeric std dev: 2.0 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 8,549,050 (76.5%) + 3: 1,136,130 (10.2%) + 0: 1,046,388 (9.4%) + 1: 427,462 (3.8%) + 5: 20,848 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 18,412,462/18,412,519 (100.0%) +Types: int:14,553,231, NoneType:3,859,231 +Null/Empty: null:3,859,231 +Numeric values: 14,553,231 total +Numeric range: min:1,118,030,400, max:1,554,076,459, avg:1496781500.7 +Numeric std dev: 66870599.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 18,412,462/18,412,519 (100.0%) +Types: str:14,653,886, NoneType:3,758,576 +Null/Empty: null:3,758,576 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_bcevk': 16 (0.0%) + 't2_30m2m2wm': 11 (0.0%) + 't2_6sklr': 10 (0.0%) + 't2_6irzk': 9 (0.0%) + 't2_6l4z3': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 18,407,242/18,412,519 (100.0%) +Types: int:10,803,570, NoneType:7,603,672 +Null/Empty: null:7,603,672 +Numeric values: 10,803,570 total +Numeric range: min:1, max:140, avg:111.9 +Numeric std dev: 28.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 18,407,242/18,412,519 (100.0%) +Types: int:10,803,570, NoneType:7,603,672 +Null/Empty: null:7,603,672 +Numeric values: 10,803,570 total +Numeric range: min:1, max:140, avg:139.5 +Numeric std dev: 6.0 +Unique numbers tracked: 69 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 18,209,427/18,412,519 (98.9%) +Types: bool:18,209,427 +Booleans: true:0 (0.0%), false:18,209,427 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 18,208,353/18,412,519 (98.9%) +Types: list:18,208,353 +Null/Empty: empty_arr:18,147,823 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 18,208,353/18,412,519 (98.9%) +Types: int:18,208,353 +Numeric values: 18,208,353 total +Numeric range: min:0, max:650, avg:0.0 +Numeric std dev: 0.2 +Unique numbers tracked: 65 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 14,653,886/18,412,519 (79.6%) +Types: list:14,653,886 +Null/Empty: empty_arr:13,790,678 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 14,653,886/18,412,519 (79.6%) +Types: str:14,653,886 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 13,790,678 (94.1%) + 'richtext': 863,208 (5.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 14,653,886/18,412,519 (79.6%) +Types: bool:14,653,886 +Booleans: true:579 (0.0%), false:14,653,307 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 7,428,149/18,412,519 (40.3%) +Types: str:7,428,149 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'image': 3,386,182 (45.6%) + 'link': 2,606,001 (35.1%) + 'rich:video': 693,567 (9.3%) + 'self': 547,522 (7.4%) + 'hosted:video': 194,711 (2.6%) + 'video': 166 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 7,428,149/18,412,519 (40.3%) +Types: dict:7,428,149 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 3,108,051/18,412,519 (16.9%) +Types: str:3,108,051 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 25 (0.0%) + '9c53efac-cd94-11e7-8824-0eba7e80ccec': 16 (0.0%) + '99845830-3de1-11e8-b68b-0ebc94cb15f2': 15 (0.0%) + '9f977b78-a829-11e8-b33f-0ee05f7ae348': 15 (0.0%) + '7be5a732-b044-11e7-ab2b-0e56d357d71e': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 675,322/18,412,519 (3.7%) +Types: str:675,322 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_avy2do': 22 (0.0%) + 't3_avxyhr': 17 (0.0%) + 't3_avxews': 15 (0.0%) + 't3_avwmkw': 13 (0.0%) + 't3_avv6ze': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 675,322/18,412,519 (3.7%) +Types: list:675,322 +Null/Empty: empty_arr:6,026 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 207,765/18,412,519 (1.1%) +Types: dict:143,373, NoneType:64,392 +Null/Empty: null:64,392, empty_obj:1 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 58,179/18,412,519 (0.3%) +Types: bool:58,179 +Booleans: true:58,179 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 17,778/18,412,519 (0.1%) +Types: NoneType:17,778 +Null/Empty: null:17,778 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 17,778/18,412,519 (0.1%) +Types: NoneType:17,778 +Null/Empty: null:17,778 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 17,778/18,412,519 (0.1%) +Types: str:17,678, NoneType:100 +Null/Empty: null:100 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_37g91x5d': 172 (1.0%) + 't2_1rcoiydc': 153 (0.9%) + 't2_k47c7a4': 105 (0.6%) + 't2_2nbjlw01': 61 (0.3%) + 't2_2k8m4o3l': 39 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 17,778/18,412,519 (0.1%) +Types: str:15,652, NoneType:2,126 +Null/Empty: null:2,126 +String length avg: 20.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'capitaldaily.ca': 169 (1.1%) + 'Trine4.com': 116 (0.7%) + 'Findy.com': 103 (0.7%) + 'getsunbasket.com/60off': 38 (0.2%) + 'Youtube.com/Trine4Trailer': 37 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 17,778/18,412,519 (0.1%) +Types: NoneType:17,777, str:1 +Null/Empty: null:17,777 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 17,778/18,412,519 (0.1%) +Types: NoneType:17,777, str:1 +Null/Empty: null:17,777 +String length avg: 42.0 +Unique strings tracked: 1 +String values distribution: + 'https://soundcloud.com/seastory/roger-that': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 17,778/18,412,519 (0.1%) +Types: list:17,778 +Null/Empty: empty_arr:17,778 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 17,778/18,412,519 (0.1%) +Types: list:17,778 +Null/Empty: empty_arr:17,778 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 17,778/18,412,519 (0.1%) +Types: str:17,778 +String length avg: 81.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.capsoleny.com/': 23 (0.1%) + 'https://test.com': 22 (0.1%) + 'https://www.capitaldaily.ca/': 18 (0.1%) + 'https://itunes.apple.com/us/app/marvel-contest-of-...': 16 (0.1%) + 'https://www.propelyourmsp.com': 10 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 17,778/18,412,519 (0.1%) +Types: bool:17,778 +Booleans: true:0 (0.0%), false:17,778 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 17,778/18,412,519 (0.1%) +Types: str:17,778 +Null/Empty: empty_str:3,484 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/wLjy3Tcb8bJZ...': 20 (0.1%) + 'https://reddit-image.s3.amazonaws.com/KOc7_8vpb2xp...': 16 (0.1%) + 'https://reddit-image.s3.amazonaws.com/WSe3t_nEc0Rt...': 7 (0.0%) + 'https://reddit-image.s3.amazonaws.com/gXGLnQlVQU4z...': 7 (0.0%) + 'https://reddit-image.s3.amazonaws.com/zefh8BIXOygb...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 17,778/18,412,519 (0.1%) +Types: NoneType:17,778 +Null/Empty: null:17,778 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 17,778/18,412,519 (0.1%) +Types: dict:17,778 +Null/Empty: empty_obj:17,778 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 17,778/18,412,519 (0.1%) +Types: NoneType:17,778 +Null/Empty: null:17,778 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 17,778/18,412,519 (0.1%) +Types: bool:17,778 +Booleans: true:17,778 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 17,778/18,412,519 (0.1%) +Types: NoneType:17,778 +Null/Empty: null:17,778 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 17,778/18,412,519 (0.1%) +Types: NoneType:17,778 +Null/Empty: null:17,778 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 17,778/18,412,519 (0.1%) +Types: NoneType:17,778 +Null/Empty: null:17,778 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 17,778/18,412,519 (0.1%) +Types: bool:17,778 +Booleans: true:17,778 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 17,778/18,412,519 (0.1%) +Types: list:17,778 +Null/Empty: empty_arr:16,671 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 17,778/18,412,519 (0.1%) +Types: NoneType:17,778 +Null/Empty: null:17,778 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 17,778/18,412,519 (0.1%) +Types: NoneType:17,778 +Null/Empty: null:17,778 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 14,890/18,412,519 (0.1%) +Types: str:14,886, NoneType:4 +Null/Empty: null:4 +String length avg: 8.5 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 4,172 (28.0%) + 'Shop Now': 2,981 (20.0%) + 'Sign Up': 2,101 (14.1%) + 'Install': 1,619 (10.9%) + 'View More': 1,221 (8.2%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 913/18,412,519 (0.0%) +Types: list:913 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 339/18,412,519 (0.0%) +Types: float:339 +Numeric values: 339 total +Numeric range: min:1,551,405,600.0, max:7,263,784,800.0, avg:1570111185.0 +Numeric std dev: 309865133.5 +Unique numbers tracked: 253 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 339/18,412,519 (0.0%) +Types: bool:339 +Booleans: true:0 (0.0%), false:339 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 339/18,412,519 (0.0%) +Types: float:339 +Numeric values: 339 total +Numeric range: min:1,551,398,400.0, max:7,263,741,600.0, avg:1570087623.1 +Numeric std dev: 309864102.0 +Unique numbers tracked: 258 + +================================================================================ + +================================================================================ +FILE: RS_2019-04.jsonl +Analysis Time: 2026-01-15 10:05:54 +================================================================================ +Total lines: 18,310,157 +Processed lines: 18,310,157 +Total unique fields: 109 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 18,310,157/18,310,157 (100.0%) +Types: str:18,310,157 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 388 (0.0%) + 'couponfreesites': 24 (0.0%) + 'bestcashcoupons': 20 (0.0%) + 'ThanksYouEel': 18 (0.0%) + 'sharewithme': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 18,310,157/18,310,157 (100.0%) +Types: NoneType:12,751,664, str:5,558,493 +Null/Empty: null:12,751,664, empty_str:5,132,773 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 11,946 (2.8%) + '#dadada': 4,363 (1.0%) + '#20cc54': 1,609 (0.4%) + '#ea0027': 1,386 (0.3%) + '#edeff1': 1,215 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 18,310,157/18,310,157 (100.0%) +Types: NoneType:16,564,824, str:1,745,333 +Null/Empty: null:16,564,824, empty_str:506,907 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'yellow': 111 (0.0%) + 'team-10': 103 (0.0%) + 'team-6': 95 (0.0%) + 'team-2': 93 (0.0%) + 'team-11': 92 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 18,310,157/18,310,157 (100.0%) +Types: NoneType:17,016,433, str:1,293,724 +Null/Empty: null:17,016,433, empty_str:86,366 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '978672fe-b663-11e6-94ea-0e0c1cfdeadc': 89 (0.0%) + '7fa3c434-72e4-11e5-a97c-0e7311dec0a7': 44 (0.0%) + '13dbf8e4-6c36-11e9-ac50-0e00f2a255f2': 41 (0.0%) + 'aa929874-ae0b-11e6-97d7-0ebd1d607b52': 31 (0.0%) + 'd7b65196-8fd0-11e6-a52a-0e363e8280fe': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 18,310,157/18,310,157 (100.0%) +Types: NoneType:16,404,901, str:1,905,256 +Null/Empty: null:16,404,901, empty_str:160,550 +String length avg: 16.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Forever Number 2': 90 (0.0%) + 'Masked Men': 70 (0.0%) + 'Pizza Time': 69 (0.0%) + 'Boston Meme Party': 66 (0.0%) + 'The OC High Council': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 18,310,157/18,310,157 (100.0%) +Types: NoneType:12,752,943, str:5,557,214 +Null/Empty: null:12,752,943 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 5,377,034 (96.8%) + 'light': 180,180 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 18,310,157/18,310,157 (100.0%) +Types: bool:18,310,157 +Booleans: true:14,665,387 (80.1%), false:3,644,770 (19.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 18,310,157/18,310,157 (100.0%) +Types: bool:18,310,157 +Booleans: true:0 (0.0%), false:18,310,157 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 18,310,157/18,310,157 (100.0%) +Types: NoneType:18,293,624, str:16,533 +Null/Empty: null:18,293,624 +String length avg: 10.9 +Unique strings tracked: 12 +Top 5 string values: + 'drawing_and_painting': 3,641 (22.0%) + 'gaming': 2,563 (15.5%) + 'videos': 2,525 (15.3%) + 'photography': 2,031 (12.3%) + 'entertainment': 1,333 (8.1%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 18,310,157/18,310,157 (100.0%) +Types: NoneType:18,075,655, list:234,502 +Null/Empty: null:18,075,655 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 18,310,157/18,310,157 (100.0%) +Types: bool:18,310,157 +Booleans: true:5,010 (0.0%), false:18,305,147 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 18,310,157/18,310,157 (100.0%) +Types: int:18,310,157 +Numeric values: 18,310,157 total +Numeric range: min:1,554,076,800, max:1,556,668,799, avg:1555366381.2 +Numeric std dev: 758219.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 18,310,157/18,310,157 (100.0%) +Types: NoneType:18,226,434, str:83,723 +Null/Empty: null:18,226,434 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 83,688 (100.0%) + 'admin': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 18,310,157/18,310,157 (100.0%) +Types: str:18,310,157 +String length avg: 12.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 1,845 (0.0%) + 'google.com': 128 (0.0%) + 'i.imgur.com': 113 (0.0%) + 'imgur.com': 85 (0.0%) + 'gfycat.com': 73 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 18,310,157/18,310,157 (100.0%) +Types: bool:17,768,839, int:541,318 +Booleans: true:0 (0.0%), false:17,768,839 (100.0%) +Numeric values: 541,318 total +Numeric range: min:1,554,076,962, max:1,560,612,551, avg:1555488633.6 +Numeric std dev: 883039.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 18,310,157/18,310,157 (100.0%) +Types: int:18,310,157 +Numeric values: 18,310,157 total +Numeric range: min:0, max:73, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 30 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 18,310,157/18,310,157 (100.0%) +Types: dict:18,310,157 +Null/Empty: empty_obj:17,897,780 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 18,310,157/18,310,157 (100.0%) +Types: bool:18,310,157 +Booleans: true:0 (0.0%), false:18,310,157 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 18,310,157/18,310,157 (100.0%) +Types: str:18,310,157 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'b7um2l': 1 (0.0%) + 'b7um2m': 1 (0.0%) + 'b7um2n': 1 (0.0%) + 'b7um2o': 1 (0.0%) + 'b7um2p': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 18,310,157/18,310,157 (100.0%) +Types: bool:18,310,157 +Booleans: true:11,936,359 (65.2%), false:6,373,798 (34.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 18,310,157/18,310,157 (100.0%) +Types: bool:18,310,157 +Booleans: true:11 (0.0%), false:18,310,146 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 18,310,157/18,310,157 (100.0%) +Types: bool:18,310,157 +Booleans: true:91,579 (0.5%), false:18,218,578 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 18,310,157/18,310,157 (100.0%) +Types: bool:18,310,157 +Booleans: true:5,690,003 (31.1%), false:12,620,154 (68.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 18,310,157/18,310,157 (100.0%) +Types: bool:18,310,157 +Booleans: true:12,012,525 (65.6%), false:6,297,632 (34.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 18,310,157/18,310,157 (100.0%) +Types: bool:18,310,157 +Booleans: true:6,922,053 (37.8%), false:11,388,104 (62.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 18,310,157/18,310,157 (100.0%) +Types: bool:18,310,157 +Booleans: true:329,913 (1.8%), false:17,980,244 (98.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 18,310,157/18,310,157 (100.0%) +Types: str:18,310,157 +Null/Empty: empty_str:16,696,799 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 524 (0.0%) + '#ea0027': 334 (0.0%) + '#a964db': 316 (0.0%) + '#edeff1': 316 (0.0%) + '#ffb000': 303 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 18,310,157/18,310,157 (100.0%) +Types: NoneType:14,012,403, str:4,297,754 +Null/Empty: null:14,012,403, empty_str:914,897 +String length avg: 6.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pulse': 214 (0.0%) + 'discussion': 149 (0.0%) + 'question': 123 (0.0%) + 'image': 69 (0.0%) + 'lc': 66 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 18,310,157/18,310,157 (100.0%) +Types: list:18,310,157 +Null/Empty: empty_arr:16,247,169 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 18,310,157/18,310,157 (100.0%) +Types: NoneType:13,893,343, str:4,416,814 +Null/Empty: null:13,893,343, empty_str:1,194 +String length avg: 9.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'OC Maymay ♨ ': 130 (0.0%) + 'Discussion': 109 (0.0%) + 'Question': 78 (0.0%) + 'Low Effort Meme': 36 (0.0%) + 'Meme': 34 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 18,310,157/18,310,157 (100.0%) +Types: str:18,310,157 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 17,245,205 (94.2%) + 'light': 1,064,952 (5.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 18,310,157/18,310,157 (100.0%) +Types: str:18,310,157 +String length avg: 4.5 +Unique strings tracked: 2 +String values distribution: + 'text': 16,247,169 (88.7%) + 'richtext': 2,062,988 (11.3%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 18,310,157/18,310,157 (100.0%) +Types: bool:18,310,157 +Booleans: true:274,123 (1.5%), false:18,036,034 (98.5%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 18,310,157/18,310,157 (100.0%) +Types: NoneType:16,721,955, dict:1,588,202 +Null/Empty: null:16,721,955 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 18,310,157/18,310,157 (100.0%) +Types: dict:18,310,157 +Null/Empty: empty_obj:17,051,176 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 18,310,157/18,310,157 (100.0%) +Types: bool:18,310,157 +Booleans: true:103 (0.0%), false:18,310,054 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 18,310,157/18,310,157 (100.0%) +Types: bool:18,310,157 +Booleans: true:10,305,093 (56.3%), false:8,005,064 (43.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 18,310,157/18,310,157 (100.0%) +Types: int:18,310,157 +Numeric values: 18,310,157 total +Numeric range: min:0, max:96,227, avg:7.2 +Numeric std dev: 109.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 18,310,157/18,310,157 (100.0%) +Types: int:18,310,157 +Numeric values: 18,310,157 total +Numeric range: min:0, max:369, avg:0.0 +Numeric std dev: 0.5 +Unique numbers tracked: 114 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 18,310,157/18,310,157 (100.0%) +Types: bool:18,310,157 +Booleans: true:2,164,430 (11.8%), false:16,145,727 (88.2%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 18,310,157/18,310,157 (100.0%) +Types: str:11,048,609, NoneType:7,261,548 +Null/Empty: null:7,261,548 +String length avg: 7.9 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 8,450,089 (76.5%) + 'promo_adult_nsfw': 1,106,499 (10.0%) + 'no_ads': 1,061,248 (9.6%) + 'house_only': 411,694 (3.7%) + 'promo_all': 19,079 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 18,310,157/18,310,157 (100.0%) +Types: str:18,310,157 +String length avg: 65.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/AskReddit/comments/b7um2l/what_stupid_thing_did...': 1 (0.0%) + '/r/MedicareForAll/comments/b7um2m/i_think_politica...': 1 (0.0%) + '/r/FORTnITE/comments/b7um2n/daily_llama_31mar2019/': 1 (0.0%) + '/r/dankmemes/comments/b7um2o/let_the_shit_posting_...': 1 (0.0%) + '/r/deeeepio/comments/b7um2p/giant_pacific_octopus_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 18,310,157/18,310,157 (100.0%) +Types: bool:18,310,157 +Booleans: true:0 (0.0%), false:18,310,157 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 18,310,157/18,310,157 (100.0%) +Types: int:11,048,609, NoneType:7,261,548 +Null/Empty: null:7,261,548 +Numeric values: 11,048,609 total +Numeric range: min:0, max:6, avg:4.9 +Numeric std dev: 2.0 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 8,450,089 (76.5%) + 3: 1,106,499 (10.0%) + 0: 1,061,248 (9.6%) + 1: 411,694 (3.7%) + 5: 19,079 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 18,310,157/18,310,157 (100.0%) +Types: bool:18,310,157 +Booleans: true:54,978 (0.3%), false:18,255,179 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 18,310,157/18,310,157 (100.0%) +Types: NoneType:18,307,701, str:2,456 +Null/Empty: null:18,307,701 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 2,456 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 18,310,157/18,310,157 (100.0%) +Types: int:18,310,157 +Numeric values: 18,310,157 total +Numeric range: min:1,554,481,322, max:1,560,899,253, avg:1560403035.8 +Numeric std dev: 778534.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 18,310,157/18,310,157 (100.0%) +Types: int:18,310,157 +Numeric values: 18,310,157 total +Numeric range: min:0, max:206,384, avg:77.5 +Numeric std dev: 1033.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 18,310,157/18,310,157 (100.0%) +Types: NoneType:16,721,955, dict:1,588,202 +Null/Empty: null:16,721,955 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 18,310,157/18,310,157 (100.0%) +Types: dict:18,310,157 +Null/Empty: empty_obj:17,051,176 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 18,310,157/18,310,157 (100.0%) +Types: str:18,310,157 +Null/Empty: empty_str:10,121,681 +String length avg: 563.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,234 (0.0%) + '[removed]': 338 (0.0%) + 'Praise The Legendary Game Developer Todd Howard + +': 2 (0.0%) + '[](/#logo) + +The date has changed, please see the ...': 2 (0.0%) + 'Everywhere I look I can see him out of the corners...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 18,310,157/18,310,157 (100.0%) +Types: bool:18,310,157 +Booleans: true:16,147,016 (88.2%), false:2,163,141 (11.8%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 18,310,157/18,310,157 (100.0%) +Types: bool:18,310,157 +Booleans: true:173,829 (0.9%), false:18,136,328 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 18,310,157/18,310,157 (100.0%) +Types: bool:18,310,157 +Booleans: true:12,674 (0.1%), false:18,297,483 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 18,310,157/18,310,157 (100.0%) +Types: str:18,310,157 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'dankmemes': 599 (0.0%) + 'AskReddit': 40 (0.0%) + 'PewdiepieSubmissions': 34 (0.0%) + 'u_couponfreesites': 33 (0.0%) + 'u_bestcashcoupons': 28 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 18,310,157/18,310,157 (100.0%) +Types: str:18,310,157 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2zmfe': 599 (0.0%) + 't5_2qh1i': 40 (0.0%) + 't5_3m0tc': 34 (0.0%) + 't5_z1zml': 33 (0.0%) + 't5_z1zv0': 28 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 18,310,157/18,310,157 (100.0%) +Types: str:18,310,157 +String length avg: 12.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/dankmemes': 599 (0.0%) + 'r/AskReddit': 40 (0.0%) + 'r/PewdiepieSubmissions': 34 (0.0%) + 'u/couponfreesites': 33 (0.0%) + 'u/bestcashcoupons': 28 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 18,310,157/18,310,157 (100.0%) +Types: int:18,310,157 +Numeric values: 18,310,157 total +Numeric range: min:-3, max:41,012,698, avg:1731425.7 +Numeric std dev: 5180469.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 18,310,157/18,310,157 (100.0%) +Types: str:18,310,157 +String length avg: 6.1 +Unique strings tracked: 6 +String values distribution: + 'public': 15,682,282 (85.6%) + 'user': 1,508,629 (8.2%) + 'restricted': 1,010,582 (5.5%) + 'archived': 108,591 (0.6%) + 'private': 69 (0.0%) + 'gold_restricted': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 18,310,157/18,310,157 (100.0%) +Types: NoneType:14,676,473, str:3,633,684 +Null/Empty: null:14,676,473 +String length avg: 4.2 +Unique strings tracked: 8 +String values distribution: + 'qa': 1,515,008 (41.7%) + 'confidence': 833,718 (22.9%) + 'top': 765,211 (21.1%) + 'new': 482,672 (13.3%) + 'old': 26,773 (0.7%) + 'controversial': 7,792 (0.2%) + 'random': 1,567 (0.0%) + 'live': 943 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 18,310,157/18,310,157 (100.0%) +Types: str:18,310,157 +Null/Empty: empty_str:1,226 +String length avg: 29.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,300 (0.0%) + 'self': 574 (0.0%) + 'nsfw': 178 (0.0%) + 'image': 23 (0.0%) + 'spoiler': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 18,310,157/18,310,157 (100.0%) +Types: str:18,310,157 +String length avg: 52.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'CNN has finally found evidence of Russian collusio...': 3 (0.0%) + 'Team 7 gay': 3 (0.0%) + 'How Liverpool&#039;s fullbacks influenced thei...': 2 (0.0%) + 'Wallpaper': 2 (0.0%) + 'Let the games begin': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 18,310,157/18,310,157 (100.0%) +Types: str:18,310,157 +String length avg: 66.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.google.com/url?q=http%3A%2F%2Fwww.picke...': 16 (0.0%) + 'http://www.google.com/url?q=http%3A%2F%2Fwww.picke...': 13 (0.0%) + 'https://i.redd.it/qcqu36by2jp21.jpg': 3 (0.0%) + 'https://abc3340.com/news/local/calhoun-county-auth...': 3 (0.0%) + 'https://www.theartsmusicstore.com/giveaways/april-...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 18,310,157/18,310,157 (100.0%) +Types: str:11,048,609, NoneType:7,261,548 +Null/Empty: null:7,261,548 +String length avg: 8.0 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 8,390,562 (75.9%) + 'promo_adult_nsfw': 1,166,135 (10.6%) + 'no_ads': 1,061,248 (9.6%) + 'house_only': 411,694 (3.7%) + 'promo_all': 18,970 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 18,310,157/18,310,157 (100.0%) +Types: int:11,048,609, NoneType:7,261,548 +Null/Empty: null:7,261,548 +Numeric values: 11,048,609 total +Numeric range: min:0, max:6, avg:4.9 +Numeric std dev: 2.0 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 8,390,562 (75.9%) + 3: 1,166,135 (10.6%) + 0: 1,061,248 (9.6%) + 1: 411,694 (3.7%) + 5: 18,970 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 18,310,125/18,310,157 (100.0%) +Types: int:12,433,105, NoneType:5,877,020 +Null/Empty: null:5,877,020 +Numeric values: 12,433,105 total +Numeric range: min:1,118,030,400, max:1,554,131,710, avg:1489999872.1 +Numeric std dev: 68721829.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 18,310,125/18,310,157 (100.0%) +Types: str:14,704,180, NoneType:3,605,945 +Null/Empty: null:3,605,945 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_3inqegzb': 24 (0.0%) + 't2_3inrfa36': 20 (0.0%) + 't2_krd888f': 18 (0.0%) + 't2_bcevk': 16 (0.0%) + 't2_32jsmn4w': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 18,308,931/18,310,157 (100.0%) +Types: int:10,991,763, NoneType:7,317,168 +Null/Empty: null:7,317,168 +Numeric values: 10,991,763 total +Numeric range: min:1, max:140, avg:112.1 +Numeric std dev: 28.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 18,308,931/18,310,157 (100.0%) +Types: int:10,991,763, NoneType:7,317,168 +Null/Empty: null:7,317,168 +Numeric values: 10,991,763 total +Numeric range: min:1, max:140, avg:139.6 +Numeric std dev: 5.8 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 17,963,428/18,310,157 (98.1%) +Types: list:17,963,428 +Null/Empty: empty_arr:17,897,751 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 17,963,428/18,310,157 (98.1%) +Types: int:17,963,428 +Numeric values: 17,963,428 total +Numeric range: min:0, max:314, avg:0.0 +Numeric std dev: 0.2 +Unique numbers tracked: 57 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 17,899,770/18,310,157 (97.8%) +Types: bool:17,899,770 +Booleans: true:0 (0.0%), false:17,899,770 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 14,704,180/18,310,157 (80.3%) +Types: list:14,704,180 +Null/Empty: empty_arr:13,818,416 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 14,704,180/18,310,157 (80.3%) +Types: str:14,704,180 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 13,818,416 (94.0%) + 'richtext': 885,764 (6.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 14,704,180/18,310,157 (80.3%) +Types: bool:14,704,180 +Booleans: true:571 (0.0%), false:14,703,609 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 7,573,428/18,310,157 (41.4%) +Types: str:7,573,428 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'image': 3,599,967 (47.5%) + 'link': 2,563,724 (33.9%) + 'rich:video': 677,660 (8.9%) + 'self': 524,165 (6.9%) + 'hosted:video': 207,786 (2.7%) + 'video': 126 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 7,573,428/18,310,157 (41.4%) +Types: dict:7,573,428 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 3,138,309/18,310,157 (17.1%) +Types: str:3,138,309 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4213aaee-3c42-11e6-97ce-0e43c84e73c3': 156 (0.0%) + '1a316d0a-9a01-11e6-bf01-0eb4b557ea04': 129 (0.0%) + '0198a518-ad5e-11e6-9b30-0ecad91974b0': 35 (0.0%) + 'daa65a62-b5dd-11e6-958d-0e3e4fdb3e0c': 33 (0.0%) + '9ca2ab4c-4c83-11e8-be86-0ea00196b446': 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 702,842/18,310,157 (3.8%) +Types: str:702,842 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_b7is4z': 15 (0.0%) + 't3_b7v6x6': 13 (0.0%) + 't3_b7rjf7': 10 (0.0%) + 't3_b60e40': 8 (0.0%) + 't3_b7v0vj': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 702,842/18,310,157 (3.8%) +Types: list:702,842 +Null/Empty: empty_arr:6,257 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 215,302/18,310,157 (1.2%) +Types: dict:152,447, NoneType:62,855 +Null/Empty: null:62,855 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 58,271/18,310,157 (0.3%) +Types: bool:58,271 +Booleans: true:58,271 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 26,498/18,310,157 (0.1%) +Types: NoneType:26,498 +Null/Empty: null:26,498 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 26,498/18,310,157 (0.1%) +Types: NoneType:26,498 +Null/Empty: null:26,498 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 26,498/18,310,157 (0.1%) +Types: str:26,394, NoneType:104 +Null/Empty: null:104 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_3cz6p5e0': 590 (2.2%) + 't2_3h8tghg5': 286 (1.1%) + 't2_3h8w68t7': 246 (0.9%) + 't2_34e3hq23': 238 (0.9%) + 't2_3ejuh2ob': 151 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 26,498/18,310,157 (0.1%) +Types: str:24,059, NoneType:2,439 +Null/Empty: null:2,439 +String length avg: 19.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'play.google.com': 541 (2.2%) + 'itunes.apple.com': 284 (1.2%) + 'magic.wizards.com': 243 (1.0%) + 'heifer.org/blockchain': 151 (0.6%) + 'v3m.gtarcade.com': 128 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 26,498/18,310,157 (0.1%) +Types: NoneType:26,489, str:9 +Null/Empty: null:26,489 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 8 (88.9%) + 'iframe': 1 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 26,498/18,310,157 (0.1%) +Types: NoneType:26,489, str:9 +Null/Empty: null:26,489 +String length avg: 32.6 +Unique strings tracked: 4 +String values distribution: + 'https://youtu.be/AHGDoIjDLP4': 6 (66.7%) + 'https://soundcloud.com/seastory/roger-that': 1 (11.1%) + 'https://soundcloud.com/seastory/the-gala': 1 (11.1%) + 'https://www.youtube.com/watch?v=OohqTf5uvkY': 1 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 26,498/18,310,157 (0.1%) +Types: list:26,498 +Null/Empty: empty_arr:26,498 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 26,498/18,310,157 (0.1%) +Types: list:26,498 +Null/Empty: empty_arr:26,498 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 26,498/18,310,157 (0.1%) +Types: str:26,498 +String length avg: 77.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://play.google.com/store/apps/details?id=com....': 31 (0.1%) + 'https://play.google.com/store/apps/details?id=com....': 29 (0.1%) + 'https://play.google.com/store/apps/details?id=com....': 17 (0.1%) + 'https://play.google.com/store/apps/details?id=com....': 15 (0.1%) + 'https://play.google.com/store/apps/details?id=com....': 15 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 26,498/18,310,157 (0.1%) +Types: bool:26,498 +Booleans: true:0 (0.0%), false:26,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 26,498/18,310,157 (0.1%) +Types: str:26,498 +Null/Empty: empty_str:7,773 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/qp6Wt4WYTujh...': 22 (0.1%) + 'https://reddit-image.s3.amazonaws.com/yLHDV9lyYxn1...': 22 (0.1%) + 'https://reddit-image.s3.amazonaws.com/K8GxItNoYe5N...': 21 (0.1%) + 'https://reddit-image.s3.amazonaws.com/ZEcSR9gH1dDH...': 16 (0.1%) + 'https://reddit-image.s3.amazonaws.com/nJe8v35QoNfw...': 16 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 26,498/18,310,157 (0.1%) +Types: NoneType:26,498 +Null/Empty: null:26,498 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 26,498/18,310,157 (0.1%) +Types: dict:26,498 +Null/Empty: empty_obj:26,498 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 26,498/18,310,157 (0.1%) +Types: NoneType:26,498 +Null/Empty: null:26,498 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 26,498/18,310,157 (0.1%) +Types: bool:26,498 +Booleans: true:26,498 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 26,498/18,310,157 (0.1%) +Types: NoneType:26,498 +Null/Empty: null:26,498 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 26,498/18,310,157 (0.1%) +Types: NoneType:26,498 +Null/Empty: null:26,498 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 26,498/18,310,157 (0.1%) +Types: NoneType:26,498 +Null/Empty: null:26,498 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 26,498/18,310,157 (0.1%) +Types: bool:26,498 +Booleans: true:26,498 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 26,498/18,310,157 (0.1%) +Types: list:26,498 +Null/Empty: empty_arr:25,470 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 26,498/18,310,157 (0.1%) +Types: NoneType:26,498 +Null/Empty: null:26,498 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 26,498/18,310,157 (0.1%) +Types: NoneType:26,498 +Null/Empty: null:26,498 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 23,083/18,310,157 (0.1%) +Types: str:23,077, NoneType:6 +Null/Empty: null:6, empty_str:1 +String length avg: 8.2 +Unique strings tracked: 13 +Top 5 string values: + 'Install': 4,739 (20.5%) + 'Learn More': 4,587 (19.9%) + 'Sign Up': 4,005 (17.4%) + 'Shop Now': 3,183 (13.8%) + 'Play Now': 2,441 (10.6%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 2,078/18,310,157 (0.0%) +Types: list:2,078 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 588/18,310,157 (0.0%) +Types: bool:588 +Booleans: true:1 (0.2%), false:587 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 588/18,310,157 (0.0%) +Types: float:588 +Numeric values: 588 total +Numeric range: min:1,554,127,200.0, max:1,893,387,540.0, avg:1557528492.1 +Numeric std dev: 19107282.1 +Unique numbers tracked: 427 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 587/18,310,157 (0.0%) +Types: float:587 +Numeric values: 587 total +Numeric range: min:1,554,141,600.0, max:1,893,401,940.0, avg:1558149471.1 +Numeric std dev: 23508367.7 +Unique numbers tracked: 427 + +================================================================================ + +================================================================================ +FILE: RS_2019-05.jsonl +Analysis Time: 2026-01-15 10:39:36 +================================================================================ +Total lines: 19,456,493 +Processed lines: 19,456,493 +Total unique fields: 109 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 19,456,493/19,456,493 (100.0%) +Types: list:19,456,493 +Null/Empty: empty_arr:19,387,703 + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 19,456,493/19,456,493 (100.0%) +Types: str:19,456,493 +String length avg: 11.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 265 (0.0%) + 'SmallPound': 16 (0.0%) + 'sharewithme': 14 (0.0%) + 'autotldr': 9 (0.0%) + 'AutoModerator': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 19,456,493/19,456,493 (100.0%) +Types: NoneType:14,160,064, str:5,296,429 +Null/Empty: null:14,160,064, empty_str:4,745,696 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 12,100 (2.2%) + '#dadada': 4,250 (0.8%) + '#00bfac': 1,821 (0.3%) + '#20cc54': 1,693 (0.3%) + '#00ce81': 1,442 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 19,456,493/19,456,493 (100.0%) +Types: NoneType:17,805,067, str:1,651,426 +Null/Empty: null:17,805,067, empty_str:421,302 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'green tier2': 49 (0.0%) + 'flair-default': 39 (0.0%) + 'green': 35 (0.0%) + 'k': 34 (0.0%) + 'default': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 19,456,493/19,456,493 (100.0%) +Types: NoneType:17,998,046, str:1,458,447 +Null/Empty: null:17,998,046, empty_str:40,266 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '98e1bd84-6d1d-11e9-9c20-0e2f1d7746a8': 34 (0.0%) + 'ee2caff8-9bc7-11e1-bb7b-12313b07b651': 26 (0.0%) + 'aaa87558-6d1d-11e9-94ca-0ee6f6d0d234': 22 (0.0%) + 'c089f27a-6d1d-11e9-9cd8-0e65a66de028': 21 (0.0%) + 'ef54aab6-9bc7-11e1-a725-12313b0c247a': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 19,456,493/19,456,493 (100.0%) +Types: NoneType:17,414,712, str:2,041,781 +Null/Empty: null:17,414,712, empty_str:157,628 +String length avg: 15.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 28 (0.0%) + 'verified': 14 (0.0%) + 'New User': 14 (0.0%) + '16': 13 (0.0%) + '14': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 19,456,493/19,456,493 (100.0%) +Types: NoneType:13,871,528, str:5,584,965 +Null/Empty: null:13,871,528 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 5,296,298 (94.8%) + 'light': 288,667 (5.2%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 19,456,493/19,456,493 (100.0%) +Types: bool:19,456,493 +Booleans: true:15,925,014 (81.8%), false:3,531,479 (18.2%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 19,456,493/19,456,493 (100.0%) +Types: bool:19,456,493 +Booleans: true:0 (0.0%), false:19,456,493 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 19,456,493/19,456,493 (100.0%) +Types: NoneType:19,439,983, str:16,510 +Null/Empty: null:19,439,983, empty_str:83 +String length avg: 10.8 +Unique strings tracked: 12 +Top 5 string values: + 'drawing_and_painting': 3,517 (21.4%) + 'gaming': 2,789 (17.0%) + 'videos': 2,589 (15.8%) + 'photography': 1,923 (11.7%) + 'entertainment': 1,306 (8.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 19,456,493/19,456,493 (100.0%) +Types: NoneType:19,222,214, list:234,279 +Null/Empty: null:19,222,214 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 19,456,493/19,456,493 (100.0%) +Types: bool:19,456,493 +Booleans: true:5,185 (0.0%), false:19,451,308 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 19,456,493/19,456,493 (100.0%) +Types: int:19,456,493 +Numeric values: 19,456,493 total +Numeric range: min:1,556,668,800, max:1,559,347,199, avg:1558014059.7 +Numeric std dev: 768052.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 19,456,493/19,456,493 (100.0%) +Types: NoneType:19,373,879, str:82,614 +Null/Empty: null:19,373,879 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 82,538 (99.9%) + 'admin': 76 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 19,456,493/19,456,493 (100.0%) +Types: str:19,456,493 +Null/Empty: empty_str:124,823 +String length avg: 12.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 954 (0.0%) + 'i.imgur.com': 84 (0.0%) + 'self.AskReddit': 81 (0.0%) + 'v.redd.it': 72 (0.0%) + 'imgur.com': 65 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 19,456,493/19,456,493 (100.0%) +Types: bool:18,917,820, int:538,673 +Booleans: true:0 (0.0%), false:18,917,820 (100.0%) +Numeric values: 538,673 total +Numeric range: min:1,556,669,094, max:1,561,224,837, avg:1558086445.9 +Numeric std dev: 823142.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 19,456,493/19,456,493 (100.0%) +Types: int:19,456,493 +Numeric values: 19,456,493 total +Numeric range: min:0, max:169, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 41 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 19,456,493/19,456,493 (100.0%) +Types: dict:19,456,493 +Null/Empty: empty_obj:19,387,803 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 19,456,493/19,456,493 (100.0%) +Types: bool:19,456,493 +Booleans: true:0 (0.0%), false:19,456,493 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 19,456,493/19,456,493 (100.0%) +Types: str:19,456,493 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'bjalrb': 1 (0.0%) + 'bjalrc': 1 (0.0%) + 'bjalrd': 1 (0.0%) + 'bjalre': 1 (0.0%) + 'bjalrf': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 19,456,493/19,456,493 (100.0%) +Types: bool:19,456,493 +Booleans: true:12,637,868 (65.0%), false:6,818,625 (35.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 19,456,493/19,456,493 (100.0%) +Types: bool:19,456,493 +Booleans: true:10 (0.0%), false:19,456,483 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 19,456,493/19,456,493 (100.0%) +Types: bool:19,456,493 +Booleans: true:86,875 (0.4%), false:19,369,618 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 19,456,493/19,456,493 (100.0%) +Types: bool:19,456,493 +Booleans: true:5,920,445 (30.4%), false:13,536,048 (69.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 19,456,493/19,456,493 (100.0%) +Types: bool:19,456,493 +Booleans: true:12,705,542 (65.3%), false:6,750,951 (34.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 19,456,493/19,456,493 (100.0%) +Types: bool:19,456,493 +Booleans: true:7,438,112 (38.2%), false:12,018,381 (61.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 19,456,493/19,456,493 (100.0%) +Types: bool:19,456,493 +Booleans: true:331,635 (1.7%), false:19,124,858 (98.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 19,456,493/19,456,493 (100.0%) +Types: str:19,456,493 +Null/Empty: empty_str:17,722,831 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#ea0027': 604 (0.0%) + '#dadada': 538 (0.0%) + '#edeff1': 373 (0.0%) + '#ffb000': 364 (0.0%) + '#ff66ac': 304 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 19,456,493/19,456,493 (100.0%) +Types: NoneType:14,956,313, str:4,500,180 +Null/Empty: null:14,956,313, empty_str:1,018,292 +String length avg: 6.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 179 (0.0%) + 'question': 167 (0.0%) + 'xbox': 74 (0.0%) + 'xb1': 64 (0.0%) + 'meme': 60 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 19,456,493/19,456,493 (100.0%) +Types: list:19,456,493 +Null/Empty: empty_arr:17,328,141 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 19,456,493/19,456,493 (100.0%) +Types: NoneType:14,875,259, str:4,581,234 +Null/Empty: null:14,875,259, empty_str:531 +String length avg: 9.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 121 (0.0%) + 'Question': 89 (0.0%) + 'PS4': 40 (0.0%) + 'Meme': 38 (0.0%) + 'Xbox': 37 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 19,456,493/19,456,493 (100.0%) +Types: str:19,456,493 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 18,310,667 (94.1%) + 'light': 1,145,826 (5.9%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 19,456,493/19,456,493 (100.0%) +Types: str:19,456,493 +String length avg: 4.4 +Unique strings tracked: 2 +String values distribution: + 'text': 17,328,141 (89.1%) + 'richtext': 2,128,352 (10.9%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 19,456,493/19,456,493 (100.0%) +Types: bool:19,456,493 +Booleans: true:279,500 (1.4%), false:19,176,993 (98.6%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 19,456,493/19,456,493 (100.0%) +Types: NoneType:17,882,939, dict:1,573,554 +Null/Empty: null:17,882,939 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 19,456,493/19,456,493 (100.0%) +Types: dict:19,456,493 +Null/Empty: empty_obj:18,218,528 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 19,456,493/19,456,493 (100.0%) +Types: bool:19,456,493 +Booleans: true:84 (0.0%), false:19,456,409 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 19,456,493/19,456,493 (100.0%) +Types: bool:19,456,493 +Booleans: true:11,216,995 (57.7%), false:8,239,498 (42.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 19,456,493/19,456,493 (100.0%) +Types: int:19,456,493 +Numeric values: 19,456,493 total +Numeric range: min:0, max:100,058, avg:8.6 +Numeric std dev: 353.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 19,456,493/19,456,493 (100.0%) +Types: int:19,456,493 +Numeric values: 19,456,493 total +Numeric range: min:0, max:207, avg:0.0 +Numeric std dev: 0.5 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 19,456,493/19,456,493 (100.0%) +Types: bool:19,456,493 +Booleans: true:2,382,002 (12.2%), false:17,074,491 (87.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 19,456,493/19,456,493 (100.0%) +Types: str:11,357,862, NoneType:8,098,631 +Null/Empty: null:8,098,631 +String length avg: 8.0 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 8,713,647 (76.7%) + 'promo_adult_nsfw': 1,211,108 (10.7%) + 'no_ads': 993,596 (8.7%) + 'house_only': 416,368 (3.7%) + 'promo_all': 23,143 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 19,456,493/19,456,493 (100.0%) +Types: str:19,456,493 +String length avg: 64.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/u_Donaldfxre/comments/bjalrb/job_description_fo...': 1 (0.0%) + '/r/relationships/comments/bjalrc/because_ive_hurt_...': 1 (0.0%) + '/r/mildlyinteresting/comments/bjalrd/found_this_mu...': 1 (0.0%) + '/r/teenagers/comments/bjalre/once_i_had_a_nightmar...': 1 (0.0%) + '/r/make_me_cum/comments/bjalrf/babe_with_big_ass_f...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 19,456,493/19,456,493 (100.0%) +Types: bool:19,456,493 +Booleans: true:0 (0.0%), false:19,456,493 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 19,456,493/19,456,493 (100.0%) +Types: int:11,357,862, NoneType:8,098,631 +Null/Empty: null:8,098,631 +Numeric values: 11,357,862 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 2.0 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 8,713,647 (76.7%) + 3: 1,211,108 (10.7%) + 0: 993,596 (8.7%) + 1: 416,368 (3.7%) + 5: 23,143 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 19,456,493/19,456,493 (100.0%) +Types: bool:19,456,493 +Booleans: true:35,273 (0.2%), false:19,421,220 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 19,456,493/19,456,493 (100.0%) +Types: NoneType:19,454,170, str:2,323 +Null/Empty: null:19,454,170 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 2,323 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 19,456,493/19,456,493 (100.0%) +Types: int:19,456,493 +Numeric values: 19,456,493 total +Numeric range: min:1,556,755,178, max:1,561,252,612, avg:1560811663.2 +Numeric std dev: 384403.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 19,456,493/19,456,493 (100.0%) +Types: int:19,456,493 +Numeric values: 19,456,493 total +Numeric range: min:0, max:149,384, avg:79.0 +Numeric std dev: 1053.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 19,456,493/19,456,493 (100.0%) +Types: NoneType:17,882,939, dict:1,573,554 +Null/Empty: null:17,882,939 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 19,456,493/19,456,493 (100.0%) +Types: dict:19,456,493 +Null/Empty: empty_obj:18,218,528 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 19,456,493/19,456,493 (100.0%) +Types: str:19,456,493 +Null/Empty: empty_str:10,777,203 +String length avg: 382.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 764 (0.0%) + '[removed]': 345 (0.0%) + '#[🔵📱🔴►Celtics vs Bucks Live On Reddit](https://pri...': 22 (0.0%) + 'That is all.': 2 (0.0%) + 'Praise The Legendary Game Developer Todd Howard': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 19,456,493/19,456,493 (100.0%) +Types: bool:19,456,493 +Booleans: true:17,212,803 (88.5%), false:2,243,690 (11.5%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 19,456,493/19,456,493 (100.0%) +Types: bool:19,456,493 +Booleans: true:211,676 (1.1%), false:19,244,817 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 19,456,493/19,456,493 (100.0%) +Types: bool:19,456,493 +Booleans: true:14,335 (0.1%), false:19,442,158 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 19,456,493/19,456,493 (100.0%) +Types: str:19,456,493 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 42 (0.0%) + 'dankmemes': 23 (0.0%) + 'MusicOL': 18 (0.0%) + 'gameofthrones': 13 (0.0%) + 'freefolk': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 19,456,493/19,456,493 (100.0%) +Types: str:19,456,493 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 42 (0.0%) + 't5_2zmfe': 23 (0.0%) + 't5_1013cv': 18 (0.0%) + 't5_2rjz2': 13 (0.0%) + 't5_37tpy': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 19,456,493/19,456,493 (100.0%) +Types: str:19,456,493 +String length avg: 12.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/AskReddit': 42 (0.0%) + 'r/dankmemes': 23 (0.0%) + 'r/MusicOL': 18 (0.0%) + 'r/gameofthrones': 13 (0.0%) + 'r/freefolk': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 19,456,493/19,456,493 (100.0%) +Types: int:19,456,493 +Numeric values: 19,456,493 total +Numeric range: min:-1, max:41,264,538, avg:1668293.6 +Numeric std dev: 5060650.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 19,456,493/19,456,493 (100.0%) +Types: str:19,456,493 +String length avg: 6.1 +Unique strings tracked: 6 +String values distribution: + 'public': 17,092,495 (87.8%) + 'user': 1,400,910 (7.2%) + 'restricted': 962,853 (4.9%) + 'archived': 192 (0.0%) + 'private': 38 (0.0%) + 'gold_restricted': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 19,456,493/19,456,493 (100.0%) +Types: NoneType:15,933,634, str:3,522,859 +Null/Empty: null:15,933,634 +String length avg: 4.3 +Unique strings tracked: 8 +String values distribution: + 'qa': 1,407,258 (39.9%) + 'confidence': 825,925 (23.4%) + 'top': 747,046 (21.2%) + 'new': 507,749 (14.4%) + 'old': 24,415 (0.7%) + 'controversial': 7,905 (0.2%) + 'random': 1,603 (0.0%) + 'live': 958 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 19,456,493/19,456,493 (100.0%) +Types: str:19,456,493 +Null/Empty: empty_str:178 +String length avg: 28.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,298 (0.0%) + 'self': 898 (0.0%) + 'nsfw': 282 (0.0%) + 'image': 35 (0.0%) + 'spoiler': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 19,456,493/19,456,493 (100.0%) +Types: str:19,456,493 +Null/Empty: empty_str:1 +String length avg: 51.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Open wide': 5 (0.0%) + 'Occidental’s Deal With Berkshire Hathaway Might Gi...': 3 (0.0%) + 'Word of The Hour: calor': 3 (0.0%) + 'I love my baby daddy': 2 (0.0%) + 'The Quad Cities River Bandits hosted a double head...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 19,456,493/19,456,493 (100.0%) +Types: int:19,456,493 +Numeric values: 19,456,493 total +Numeric range: min:0, max:508, avg:0.0 +Numeric std dev: 0.2 +Unique numbers tracked: 81 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 19,456,493/19,456,493 (100.0%) +Types: str:19,456,493 +String length avg: 65.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://imgur.com/x0ohUOF.jpg': 5 (0.0%) + 'https://gfycat.com/WiltedBlaringKoalabear': 4 (0.0%) + 'https://www.barrons.com/articles/occidentals-deal-...': 3 (0.0%) + 'https://i.imgur.com/mv0ZLAA.jpg': 2 (0.0%) + 'http://imgur.com/a/0FoZcdh': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 19,456,493/19,456,493 (100.0%) +Types: str:11,357,862, NoneType:8,098,631 +Null/Empty: null:8,098,631 +String length avg: 8.0 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 8,652,149 (76.2%) + 'promo_adult_nsfw': 1,272,710 (11.2%) + 'no_ads': 993,596 (8.7%) + 'house_only': 416,368 (3.7%) + 'promo_all': 23,039 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 19,456,493/19,456,493 (100.0%) +Types: int:11,357,862, NoneType:8,098,631 +Null/Empty: null:8,098,631 +Numeric values: 11,357,862 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 2.0 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 8,652,149 (76.2%) + 3: 1,272,710 (11.2%) + 0: 993,596 (8.7%) + 1: 416,368 (3.7%) + 5: 23,039 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 19,456,486/19,456,493 (100.0%) +Types: int:12,416,158, NoneType:7,040,328 +Null/Empty: null:7,040,328 +Numeric values: 12,416,158 total +Numeric range: min:1,118,030,400, max:1,554,131,507, avg:1488041201.2 +Numeric std dev: 69090677.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 19,456,486/19,456,493 (100.0%) +Types: str:15,949,612, NoneType:3,506,874 +Null/Empty: null:3,506,874 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_3nwk6htw': 16 (0.0%) + 't2_bcevk': 14 (0.0%) + 't2_6sklr': 9 (0.0%) + 't2_6l4z3': 6 (0.0%) + 't2_2lm23pua': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 19,456,315/19,456,493 (100.0%) +Types: int:11,417,293, NoneType:8,039,022 +Null/Empty: null:8,039,022 +Numeric values: 11,417,293 total +Numeric range: min:1, max:140, avg:112.5 +Numeric std dev: 28.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 19,456,315/19,456,493 (100.0%) +Types: int:11,417,293, NoneType:8,039,022 +Null/Empty: null:8,039,022 +Numeric values: 11,417,293 total +Numeric range: min:1, max:140, avg:139.4 +Numeric std dev: 6.8 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 19,162,194/19,456,493 (98.5%) +Types: bool:19,162,194 +Booleans: true:0 (0.0%), false:19,162,194 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 15,949,612/19,456,493 (82.0%) +Types: list:15,949,612 +Null/Empty: empty_arr:15,050,518 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 15,949,612/19,456,493 (82.0%) +Types: str:15,949,612 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 15,050,518 (94.4%) + 'richtext': 899,094 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 15,949,612/19,456,493 (82.0%) +Types: bool:15,949,612 +Booleans: true:637 (0.0%), false:15,948,975 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 7,819,808/19,456,493 (40.2%) +Types: str:7,819,808 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'image': 3,785,503 (48.4%) + 'link': 2,628,052 (33.6%) + 'rich:video': 678,338 (8.7%) + 'self': 510,389 (6.5%) + 'hosted:video': 217,456 (2.8%) + 'video': 70 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 7,819,808/19,456,493 (40.2%) +Types: dict:7,819,808 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 3,326,915/19,456,493 (17.1%) +Types: str:3,326,915 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'db7d8356-e54d-11e8-acfd-0e1663e17c1e': 38 (0.0%) + 'c586b3f8-a829-11e8-a989-0e2de87d12c0': 25 (0.0%) + 'e8001ba0-9db5-11e8-82a4-0e5791e3ead2': 19 (0.0%) + '68e40d50-6435-11e2-97c8-12313b0c247a': 17 (0.0%) + '9f977b78-a829-11e8-b33f-0ee05f7ae348': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 714,601/19,456,493 (3.7%) +Types: str:714,601 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_bj788z': 9 (0.0%) + 't3_bj7wdi': 8 (0.0%) + 't3_bj8w2s': 7 (0.0%) + 't3_bj7xtz': 6 (0.0%) + 't3_bj9s03': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 714,601/19,456,493 (3.7%) +Types: list:714,601 +Null/Empty: empty_arr:6,096 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 229,728/19,456,493 (1.2%) +Types: dict:161,066, NoneType:68,662 +Null/Empty: null:68,662 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 37,626/19,456,493 (0.2%) +Types: bool:37,626 +Booleans: true:37,626 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 30,177/19,456,493 (0.2%) +Types: NoneType:30,177 +Null/Empty: null:30,177 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 30,177/19,456,493 (0.2%) +Types: NoneType:30,177 +Null/Empty: null:30,177 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 30,177/19,456,493 (0.2%) +Types: str:30,143, NoneType:34 +Null/Empty: null:34 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_3mhl5sdc': 507 (1.7%) + 't2_3mhn43l9': 230 (0.8%) + 't2_z7o03': 194 (0.6%) + 't2_3mjjx4la': 151 (0.5%) + 't2_34e3hq23': 115 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 30,177/19,456,493 (0.2%) +Types: str:27,608, NoneType:2,569 +Null/Empty: null:2,569, empty_str:1 +String length avg: 19.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'itunes.apple.com': 473 (1.7%) + 'play.google.com': 451 (1.6%) + 'magic.wizards.com': 119 (0.4%) + 'v3m.gtarcade.com': 116 (0.4%) + 'RageWatches.com/Sale': 115 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 30,177/19,456,493 (0.2%) +Types: NoneType:30,172, str:5 +Null/Empty: null:30,172 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'iframe': 5 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 30,177/19,456,493 (0.2%) +Types: NoneType:30,172, str:5 +Null/Empty: null:30,172 +String length avg: 45.4 +Unique strings tracked: 3 +String values distribution: + 'https://dywhoqbpxoexa.cloudfront.net/index.html': 2 (40.0%) + 'https://d3bz6bopuphizz.cloudfront.net/index.html': 2 (40.0%) + 'https://dyv8r2q7w6ii3.cloudfront.net/': 1 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 30,177/19,456,493 (0.2%) +Types: list:30,177 +Null/Empty: empty_arr:30,177 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 30,177/19,456,493 (0.2%) +Types: list:30,177 +Null/Empty: empty_arr:30,177 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 30,177/19,456,493 (0.2%) +Types: str:30,177 +String length avg: 74.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.ragewatches.com/collections/all/': 16 (0.1%) + 'https://www.harpercollins.com/9780062871848/stop-d...': 14 (0.0%) + 'https://crayta.com': 13 (0.0%) + 'https://www.ragewatches.com': 10 (0.0%) + 'https://play.google.com/store/apps/details?id=com....': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 30,177/19,456,493 (0.2%) +Types: bool:30,177 +Booleans: true:0 (0.0%), false:30,177 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 30,177/19,456,493 (0.2%) +Types: str:30,177 +Null/Empty: empty_str:9,654 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/UcRd-MVUGCip...': 20 (0.1%) + 'https://reddit-image.s3.amazonaws.com/1aogaCu1-Plo...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/FKdPFazp8vsH...': 11 (0.1%) + 'https://reddit-image.s3.amazonaws.com/axaYx3ER9fBg...': 8 (0.0%) + 'https://reddit-image.s3.amazonaws.com/18VHH3CoW0cq...': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 30,177/19,456,493 (0.2%) +Types: NoneType:30,177 +Null/Empty: null:30,177 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 30,177/19,456,493 (0.2%) +Types: dict:30,177 +Null/Empty: empty_obj:29,646 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 30,177/19,456,493 (0.2%) +Types: NoneType:30,177 +Null/Empty: null:30,177 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 30,177/19,456,493 (0.2%) +Types: bool:30,177 +Booleans: true:29,643 (98.2%), false:534 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 30,177/19,456,493 (0.2%) +Types: NoneType:30,177 +Null/Empty: null:30,177 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 30,177/19,456,493 (0.2%) +Types: NoneType:30,177 +Null/Empty: null:30,177 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 30,177/19,456,493 (0.2%) +Types: NoneType:30,177 +Null/Empty: null:30,177 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 30,177/19,456,493 (0.2%) +Types: bool:30,177 +Booleans: true:30,177 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 30,177/19,456,493 (0.2%) +Types: list:30,177 +Null/Empty: empty_arr:29,236 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 30,177/19,456,493 (0.2%) +Types: NoneType:30,177 +Null/Empty: null:30,177 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 30,177/19,456,493 (0.2%) +Types: NoneType:30,177 +Null/Empty: null:30,177 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 27,507/19,456,493 (0.1%) +Types: str:27,507 +String length avg: 8.1 +Unique strings tracked: 13 +Top 5 string values: + 'Play Now': 5,721 (20.8%) + 'Install': 5,581 (20.3%) + 'Learn More': 4,782 (17.4%) + 'Sign Up': 4,447 (16.2%) + 'Shop Now': 3,330 (12.1%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 4,151/19,456,493 (0.0%) +Types: list:4,151 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,507/19,456,493 (0.0%) +Types: float:1,507 +Numeric values: 1,507 total +Numeric range: min:1,556,689,800.0, max:157,774,724,400.0, avg:1664457403.5 +Numeric std dev: 4023052255.2 +Unique numbers tracked: 944 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,507/19,456,493 (0.0%) +Types: bool:1,507 +Booleans: true:3 (0.2%), false:1,504 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,507/19,456,493 (0.0%) +Types: float:1,507 +Numeric values: 1,507 total +Numeric range: min:1,556,675,400.0, max:157,774,710,000.0, avg:1664394068.3 +Numeric std dev: 4023053517.4 +Unique numbers tracked: 958 + +================================================================================ + +================================================================================ +FILE: RS_2019-06.jsonl +Analysis Time: 2026-01-15 11:13:46 +================================================================================ +Total lines: 19,731,676 +Processed lines: 19,731,676 +Total unique fields: 112 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 19,731,676/19,731,676 (100.0%) +Types: list:19,731,676 +Null/Empty: empty_arr:19,660,619 + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 19,731,676/19,731,676 (100.0%) +Types: str:19,731,676 +String length avg: 11.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 368 (0.0%) + 'BirdieBroBot': 32 (0.0%) + 'Deep_Profile': 14 (0.0%) + 'sharewithme': 9 (0.0%) + 'GJDuncan': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 19,731,676/19,731,676 (100.0%) +Types: NoneType:14,774,824, str:4,956,852 +Null/Empty: null:14,774,824, empty_str:4,455,949 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 10,155 (2.0%) + '#dadada': 3,976 (0.8%) + '#edeff1': 2,964 (0.6%) + '#ea0027': 1,546 (0.3%) + '#20cc54': 1,155 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 19,731,676/19,731,676 (100.0%) +Types: NoneType:18,485,415, str:1,246,261 +Null/Empty: null:18,485,415, empty_str:69,520 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'yellow': 44 (0.0%) + 'green tier2': 38 (0.0%) + 'ver': 38 (0.0%) + 'default': 36 (0.0%) + 'xbox': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 19,731,676/19,731,676 (100.0%) +Types: NoneType:18,383,843, str:1,347,833 +Null/Empty: null:18,383,843 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'b5748314-d72c-11e8-a8a3-0ed2f1a65edc': 43 (0.0%) + '98e1bd84-6d1d-11e9-9c20-0e2f1d7746a8': 30 (0.0%) + 'e0d6c1c6-717a-11e6-bdf5-0e34abc094bf': 22 (0.0%) + '978672fe-b663-11e6-94ea-0e0c1cfdeadc': 20 (0.0%) + 'ef54aab6-9bc7-11e1-a725-12313b0c247a': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 19,731,676/19,731,676 (100.0%) +Types: NoneType:17,802,758, str:1,928,918 +Null/Empty: null:17,802,758, empty_str:149,225 +String length avg: 16.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Crimson- Lieutenant, Craftsperson': 43 (0.0%) + 'Official Bot': 22 (0.0%) + 'Party Member|Xanthous Pontiff|True Yellow|Triumpha...': 20 (0.0%) + 'EX-NORMIE': 18 (0.0%) + 'BOT': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 19,731,676/19,731,676 (100.0%) +Types: NoneType:13,929,163, str:5,802,513 +Null/Empty: null:13,929,163, empty_str:23,854 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 5,581,136 (96.6%) + 'light': 197,523 (3.4%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 19,731,676/19,731,676 (100.0%) +Types: bool:19,731,676 +Booleans: true:15,785,023 (80.0%), false:3,946,653 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 19,731,676/19,731,676 (100.0%) +Types: bool:19,731,676 +Booleans: true:0 (0.0%), false:19,731,676 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 19,731,676/19,731,676 (100.0%) +Types: NoneType:19,717,612, str:14,064 +Null/Empty: null:19,717,612, empty_str:101 +String length avg: 10.9 +Unique strings tracked: 12 +Top 5 string values: + 'drawing_and_painting': 3,213 (23.0%) + 'gaming': 2,399 (17.2%) + 'videos': 2,093 (15.0%) + 'photography': 1,576 (11.3%) + 'writing': 1,161 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 19,731,676/19,731,676 (100.0%) +Types: NoneType:19,500,087, list:231,589 +Null/Empty: null:19,500,087 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 19,731,676/19,731,676 (100.0%) +Types: bool:19,731,676 +Booleans: true:5,454 (0.0%), false:19,726,222 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 19,731,676/19,731,676 (100.0%) +Types: int:19,731,676 +Numeric values: 19,731,676 total +Numeric range: min:1,559,347,200, max:1,561,939,199, avg:1560696261.3 +Numeric std dev: 745209.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 19,731,676/19,731,676 (100.0%) +Types: NoneType:19,652,800, str:78,876 +Null/Empty: null:19,652,800 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 78,834 (99.9%) + 'admin': 42 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 19,731,676/19,731,676 (100.0%) +Types: str:19,731,676 +Null/Empty: empty_str:20 +String length avg: 12.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 1,124 (0.0%) + 'i.imgur.com': 83 (0.0%) + 'youtube.com': 80 (0.0%) + 'v.redd.it': 74 (0.0%) + 'self.AskReddit': 72 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 19,731,676/19,731,676 (100.0%) +Types: bool:19,186,893, int:544,783 +Booleans: true:0 (0.0%), false:19,186,893 (100.0%) +Numeric values: 544,783 total +Numeric range: min:1,559,347,364, max:1,567,916,724, avg:1560783912.6 +Numeric std dev: 909218.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 19,731,676/19,731,676 (100.0%) +Types: int:19,731,676 +Numeric values: 19,731,676 total +Numeric range: min:0, max:76, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 33 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 19,731,676/19,731,676 (100.0%) +Types: dict:19,731,676 +Null/Empty: empty_obj:19,661,089 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 19,731,676/19,731,676 (100.0%) +Types: bool:19,731,676 +Booleans: true:0 (0.0%), false:19,731,676 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 19,731,676/19,731,676 (100.0%) +Types: str:19,731,676 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'bvepb5': 1 (0.0%) + 'bvepb6': 1 (0.0%) + 'bvepb7': 1 (0.0%) + 'bvepb8': 1 (0.0%) + 'bvepb9': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 19,731,676/19,731,676 (100.0%) +Types: bool:19,731,676 +Booleans: true:12,824,040 (65.0%), false:6,907,636 (35.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 19,731,676/19,731,676 (100.0%) +Types: bool:19,731,676 +Booleans: true:41 (0.0%), false:19,731,635 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 19,731,676/19,731,676 (100.0%) +Types: bool:19,731,676 +Booleans: true:88,377 (0.4%), false:19,643,299 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 19,731,676/19,731,676 (100.0%) +Types: bool:19,731,676 +Booleans: true:6,117,368 (31.0%), false:13,614,308 (69.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 19,731,676/19,731,676 (100.0%) +Types: bool:19,731,676 +Booleans: true:12,950,282 (65.6%), false:6,781,394 (34.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 19,731,676/19,731,676 (100.0%) +Types: bool:19,731,676 +Booleans: true:8,144,303 (41.3%), false:11,587,373 (58.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 19,731,676/19,731,676 (100.0%) +Types: bool:19,731,676 +Booleans: true:350,921 (1.8%), false:19,380,755 (98.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 19,731,676/19,731,676 (100.0%) +Types: str:19,731,676 +Null/Empty: empty_str:17,938,360 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 437 (0.0%) + '#ffb000': 324 (0.0%) + '#ea0027': 303 (0.0%) + '#0079d3': 233 (0.0%) + '#a964db': 225 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 19,731,676/19,731,676 (100.0%) +Types: NoneType:15,286,234, str:4,445,442 +Null/Empty: null:15,286,234, empty_str:1,104,232 +String length avg: 6.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'question': 145 (0.0%) + 'discussion': 132 (0.0%) + 'meme': 82 (0.0%) + 'xbox': 63 (0.0%) + 'other': 62 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 19,731,676/19,731,676 (100.0%) +Types: list:19,731,676 +Null/Empty: empty_arr:17,518,453 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 19,731,676/19,731,676 (100.0%) +Types: NoneType:15,157,236, str:4,574,440 +Null/Empty: null:15,157,236, empty_str:582 +String length avg: 9.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 101 (0.0%) + 'Question': 90 (0.0%) + 'PS4': 40 (0.0%) + 'Meme': 38 (0.0%) + 'Video': 38 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 19,731,676/19,731,676 (100.0%) +Types: str:19,731,676 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 18,566,388 (94.1%) + 'light': 1,165,288 (5.9%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 19,731,676/19,731,676 (100.0%) +Types: str:19,731,676 +String length avg: 4.4 +Unique strings tracked: 2 +String values distribution: + 'text': 17,518,453 (88.8%) + 'richtext': 2,213,223 (11.2%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 19,731,676/19,731,676 (100.0%) +Types: bool:19,731,676 +Booleans: true:274,858 (1.4%), false:19,456,818 (98.6%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 19,731,676/19,731,676 (100.0%) +Types: NoneType:18,182,306, dict:1,549,370 +Null/Empty: null:18,182,306 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 19,731,676/19,731,676 (100.0%) +Types: dict:19,731,676 +Null/Empty: empty_obj:18,532,450 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 19,731,676/19,731,676 (100.0%) +Types: bool:19,731,676 +Booleans: true:135 (0.0%), false:19,731,541 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 19,731,676/19,731,676 (100.0%) +Types: bool:19,731,676 +Booleans: true:11,392,602 (57.7%), false:8,339,074 (42.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 19,731,676/19,731,676 (100.0%) +Types: int:19,731,676 +Numeric values: 19,731,676 total +Numeric range: min:0, max:100,072, avg:7.5 +Numeric std dev: 236.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 19,731,676/19,731,676 (100.0%) +Types: int:19,731,676 +Numeric values: 19,731,676 total +Numeric range: min:0, max:1,421, avg:0.0 +Numeric std dev: 0.6 +Unique numbers tracked: 113 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 19,731,676/19,731,676 (100.0%) +Types: bool:19,731,676 +Booleans: true:2,424,916 (12.3%), false:17,306,760 (87.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 19,731,676/19,731,676 (100.0%) +Types: str:11,136,907, NoneType:8,594,769 +Null/Empty: null:8,594,769 +String length avg: 8.0 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 8,431,242 (75.7%) + 'promo_adult_nsfw': 1,213,961 (10.9%) + 'no_ads': 1,088,076 (9.8%) + 'house_only': 387,470 (3.5%) + 'promo_all': 16,158 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 19,731,676/19,731,676 (100.0%) +Types: str:19,731,676 +String length avg: 65.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/NarutoFanfiction/comments/bvepb5/fanon_naruto_i...': 1 (0.0%) + '/r/PokemonGoSpoofing/comments/bvepb6/my_first_shin...': 1 (0.0%) + '/r/DessertPorn/comments/bvepb7/angel_food_cake_3/': 1 (0.0%) + '/r/trashy/comments/bvepb8/hanging_your_clothes_and...': 1 (0.0%) + '/r/NHForSanders/comments/bvepb9/bernie_sanders_jan...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 19,731,676/19,731,676 (100.0%) +Types: bool:19,731,676 +Booleans: true:0 (0.0%), false:19,731,676 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 19,731,676/19,731,676 (100.0%) +Types: int:11,136,907, NoneType:8,594,769 +Null/Empty: null:8,594,769 +Numeric values: 11,136,907 total +Numeric range: min:0, max:6, avg:4.9 +Numeric std dev: 2.0 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 8,431,242 (75.7%) + 3: 1,213,961 (10.9%) + 0: 1,088,076 (9.8%) + 1: 387,470 (3.5%) + 5: 16,158 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 19,731,676/19,731,676 (100.0%) +Types: bool:19,731,676 +Booleans: true:138,993 (0.7%), false:19,592,683 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 19,731,676/19,731,676 (100.0%) +Types: NoneType:19,728,900, str:2,776 +Null/Empty: null:19,728,900 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 2,776 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 19,731,676/19,731,676 (100.0%) +Types: int:19,731,676 +Numeric values: 19,731,676 total +Numeric range: min:1,559,434,671, max:1,567,989,419, avg:1566190529.8 +Numeric std dev: 951477.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 19,731,676/19,731,676 (100.0%) +Types: int:19,731,676 +Numeric values: 19,731,676 total +Numeric range: min:0, max:166,899, avg:81.1 +Numeric std dev: 1088.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 19,731,676/19,731,676 (100.0%) +Types: NoneType:18,182,306, dict:1,549,370 +Null/Empty: null:18,182,306 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 19,731,676/19,731,676 (100.0%) +Types: dict:19,731,676 +Null/Empty: empty_obj:18,532,450 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 19,731,676/19,731,676 (100.0%) +Types: str:19,731,676 +Null/Empty: empty_str:11,030,445 +String length avg: 328.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,013 (0.0%) + '[removed]': 449 (0.0%) + 'Hello! + +Who else has had a long week/May/April? We...': 3 (0.0%) + 'Praise The Legendary Game Developer Todd Howard': 2 (0.0%) + 'capilar translates to capillary + +-----------------...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 19,731,676/19,731,676 (100.0%) +Types: bool:19,731,676 +Booleans: true:17,541,885 (88.9%), false:2,189,791 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 19,731,676/19,731,676 (100.0%) +Types: bool:19,731,676 +Booleans: true:101,819 (0.5%), false:19,629,857 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 19,731,676/19,731,676 (100.0%) +Types: bool:19,731,676 +Booleans: true:12,579 (0.1%), false:19,719,097 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 19,731,676/19,731,676 (100.0%) +Types: str:19,731,676 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 36 (0.0%) + 'dankmemes': 28 (0.0%) + 'teenagers': 18 (0.0%) + 'memes': 16 (0.0%) + 'MusicOL': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 19,731,676/19,731,676 (100.0%) +Types: str:19,731,676 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 36 (0.0%) + 't5_2zmfe': 28 (0.0%) + 't5_2rjli': 18 (0.0%) + 't5_2qjpg': 16 (0.0%) + 't5_1013cv': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 19,731,676/19,731,676 (100.0%) +Types: str:19,731,676 +String length avg: 12.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/AskReddit': 36 (0.0%) + 'r/dankmemes': 28 (0.0%) + 'r/teenagers': 18 (0.0%) + 'r/memes': 16 (0.0%) + 'r/MusicOL': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 19,731,676/19,731,676 (100.0%) +Types: int:19,731,676 +Numeric values: 19,731,676 total +Numeric range: min:-1, max:43,477,974, avg:1679954.5 +Numeric std dev: 5142215.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 19,731,676/19,731,676 (100.0%) +Types: str:19,731,676 +String length avg: 6.1 +Unique strings tracked: 5 +String values distribution: + 'public': 17,620,362 (89.3%) + 'user': 1,190,981 (6.0%) + 'restricted': 920,328 (4.7%) + 'gold_restricted': 4 (0.0%) + 'private': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 19,731,676/19,731,676 (100.0%) +Types: NoneType:16,291,832, str:3,439,844 +Null/Empty: null:16,291,832 +String length avg: 4.3 +Unique strings tracked: 8 +String values distribution: + 'qa': 1,197,823 (34.8%) + 'top': 808,888 (23.5%) + 'confidence': 798,264 (23.2%) + 'new': 579,457 (16.8%) + 'old': 42,839 (1.2%) + 'controversial': 9,787 (0.3%) + 'random': 1,491 (0.0%) + 'live': 1,295 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 19,731,676/19,731,676 (100.0%) +Types: str:19,731,676 +Null/Empty: empty_str:242 +String length avg: 27.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,449 (0.0%) + 'self': 753 (0.0%) + 'nsfw': 308 (0.0%) + 'image': 38 (0.0%) + 'spoiler': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 19,731,676/19,731,676 (100.0%) +Types: str:19,731,676 +String length avg: 52.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Bernie Sanders: Jane and I are grieving for the vi...': 32 (0.0%) + 'Hellow': 5 (0.0%) + '👾': 4 (0.0%) + 'Cris Grisa': 3 (0.0%) + 'X': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 19,731,676/19,731,676 (100.0%) +Types: int:19,731,676 +Numeric values: 19,731,676 total +Numeric range: min:0, max:265, avg:0.0 +Numeric std dev: 0.2 +Unique numbers tracked: 68 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 19,731,676/19,731,676 (100.0%) +Types: str:19,731,676 +String length avg: 66.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://twitter.com/BernieSanders/status/113460980...': 32 (0.0%) + 'https://vrporn.com/bioshock-a-break-from-escape/': 3 (0.0%) + 'https://www.strawpoll.me/18083144': 2 (0.0%) + 'https://www.nytimes.com/2019/05/31/realestate/tony...': 2 (0.0%) + 'https://forum.aion.network/t/5-days-left-to-update...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 19,731,676/19,731,676 (100.0%) +Types: str:11,136,907, NoneType:8,594,769 +Null/Empty: null:8,594,769 +String length avg: 8.0 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 8,368,577 (75.1%) + 'promo_adult_nsfw': 1,276,725 (11.5%) + 'no_ads': 1,088,076 (9.8%) + 'house_only': 387,470 (3.5%) + 'promo_all': 16,059 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 19,731,676/19,731,676 (100.0%) +Types: int:11,136,907, NoneType:8,594,769 +Null/Empty: null:8,594,769 +Numeric values: 11,136,907 total +Numeric range: min:0, max:6, avg:4.9 +Numeric std dev: 2.0 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 8,368,577 (75.1%) + 3: 1,276,725 (11.5%) + 0: 1,088,076 (9.8%) + 1: 387,470 (3.5%) + 5: 16,059 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 19,731,636/19,731,676 (100.0%) +Types: int:11,270,430, NoneType:8,461,206 +Null/Empty: null:8,461,206 +Numeric values: 11,270,430 total +Numeric range: min:1,122,350,400, max:1,554,131,507, avg:1485569655.8 +Numeric std dev: 69126901.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 19,731,636/19,731,676 (100.0%) +Types: str:15,888,201, NoneType:3,843,435 +Null/Empty: null:3,843,435 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_35525v0v': 32 (0.0%) + 't2_3tw644wj': 14 (0.0%) + 't2_bcevk': 9 (0.0%) + 't2_zu75e': 9 (0.0%) + 't2_6l4z3': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 19,731,434/19,731,676 (100.0%) +Types: int:11,262,338, NoneType:8,469,096 +Null/Empty: null:8,469,096 +Numeric values: 11,262,338 total +Numeric range: min:1, max:140, avg:113.3 +Numeric std dev: 28.2 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 19,731,434/19,731,676 (100.0%) +Types: int:11,262,338, NoneType:8,469,096 +Null/Empty: null:8,469,096 +Numeric values: 11,262,338 total +Numeric range: min:1, max:140, avg:139.6 +Numeric std dev: 5.6 +Unique numbers tracked: 69 + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 19,189,544/19,731,676 (97.3%) +Types: NoneType:19,189,544 +Null/Empty: null:19,189,544 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 19,189,289/19,731,676 (97.3%) +Types: bool:19,189,289 +Booleans: true:0 (0.0%), false:19,189,289 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 19,189,038/19,731,676 (97.2%) +Types: bool:19,189,038 +Booleans: true:933,664 (4.9%), false:18,255,374 (95.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 15,888,201/19,731,676 (80.5%) +Types: list:15,888,201 +Null/Empty: empty_arr:15,007,947 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 15,888,201/19,731,676 (80.5%) +Types: str:15,888,201 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 15,007,947 (94.5%) + 'richtext': 880,254 (5.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 15,888,201/19,731,676 (80.5%) +Types: bool:15,888,201 +Booleans: true:680 (0.0%), false:15,887,521 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 7,583,924/19,731,676 (38.4%) +Types: str:7,583,924 +String length avg: 5.3 +Unique strings tracked: 6 +String values distribution: + 'image': 3,845,709 (50.7%) + 'link': 2,349,451 (31.0%) + 'rich:video': 655,739 (8.6%) + 'self': 504,598 (6.7%) + 'hosted:video': 228,354 (3.0%) + 'video': 73 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 7,583,924/19,731,676 (38.4%) +Types: dict:7,583,924 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 3,405,569/19,731,676 (17.3%) +Types: str:3,405,569 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '68e40d50-6435-11e2-97c8-12313b0c247a': 21 (0.0%) + '9f977b78-a829-11e8-b33f-0ee05f7ae348': 20 (0.0%) + 'c586b3f8-a829-11e8-a989-0e2de87d12c0': 14 (0.0%) + '855d88d0-845f-11e3-8645-12313d18400c': 14 (0.0%) + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 721,975/19,731,676 (3.7%) +Types: str:721,975 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_bveqjq': 12 (0.0%) + 't3_bvbyta': 10 (0.0%) + 't3_bvbbwl': 7 (0.0%) + 't3_bveui7': 7 (0.0%) + 't3_bvaryw': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 721,975/19,731,676 (3.7%) +Types: list:721,975 +Null/Empty: empty_arr:7,464 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 217,391/19,731,676 (1.1%) +Types: dict:153,137, NoneType:64,254 +Null/Empty: null:64,254, empty_obj:2 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 48,040/19,731,676 (0.2%) +Types: bool:48,040 +Booleans: true:48,040 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 22,293/19,731,676 (0.1%) +Types: NoneType:22,293 +Null/Empty: null:22,293 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 22,293/19,731,676 (0.1%) +Types: NoneType:22,293 +Null/Empty: null:22,293 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 22,293/19,731,676 (0.1%) +Types: str:22,232, NoneType:61 +Null/Empty: null:61 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_3mhqi8w2': 520 (2.3%) + 't2_3p48drow': 363 (1.6%) + 't2_3rzikxkz': 197 (0.9%) + 't2_3rxxjsna': 192 (0.9%) + 't2_64wrece': 140 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 22,293/19,731,676 (0.1%) +Types: str:20,447, NoneType:1,846 +Null/Empty: null:1,846, empty_str:1 +String length avg: 18.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'got.gtarcade.com': 755 (3.7%) + 'itunes.apple.com': 378 (1.8%) + 'play.google.com': 273 (1.3%) + 'triplebyte.com': 93 (0.5%) + 'gtarcade.com': 90 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 22,293/19,731,676 (0.1%) +Types: NoneType:22,282, str:11 +Null/Empty: null:22,282 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'iframe': 6 (54.5%) + 'scrape': 5 (45.5%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 22,293/19,731,676 (0.1%) +Types: NoneType:22,282, str:11 +Null/Empty: null:22,282 +String length avg: 68.4 +Unique strings tracked: 7 +String values distribution: + 'https://d3bz6bopuphizz.cloudfront.net/index.html': 4 (36.4%) + 'https://www.youtube.com/embed/Y2q1cep65JQ': 2 (18.2%) + 'https://www.facebook.com/plugins/video.php?href=ht...': 1 (9.1%) + 'https://www.facebook.com/plugins/video.php?href=ht...': 1 (9.1%) + 'https://www.youtube.com/watch?v=F0kBv1lOODA': 1 (9.1%) + 'https://www.youtube.com/watch?v=f1NR5SM-Rb4': 1 (9.1%) + 'https://www.youtube.com/watch?v=W9CLdkkNn20': 1 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 22,293/19,731,676 (0.1%) +Types: list:22,293 +Null/Empty: empty_arr:22,293 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 22,293/19,731,676 (0.1%) +Types: list:22,293 +Null/Empty: empty_arr:22,293 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 22,293/19,731,676 (0.1%) +Types: str:22,293 +String length avg: 82.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://play.google.com/store/apps/details?id=com....': 41 (0.2%) + 'https://https://www.hollywoodfringe.org/projects/6...': 22 (0.1%) + 'https://www.ranorex.com/resources/whitepaper/autom...': 18 (0.1%) + 'https://play.google.com/store/apps/details?id=com....': 14 (0.1%) + 'https://itunes.apple.com/app/afk-arena/id137542543...': 13 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 22,293/19,731,676 (0.1%) +Types: bool:22,293 +Booleans: true:0 (0.0%), false:22,293 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 22,293/19,731,676 (0.1%) +Types: str:22,293 +Null/Empty: empty_str:5,599 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/95ys_hN_Mxti...': 21 (0.1%) + 'https://reddit-image.s3.amazonaws.com/7B1iY3FA4Tx6...': 19 (0.1%) + 'https://reddit-image.s3.amazonaws.com/OQt1rrLMDctM...': 13 (0.1%) + 'https://reddit-image.s3.amazonaws.com/Hc5lW8OZLZf0...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/xFbTANfuLLm3...': 12 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 22,293/19,731,676 (0.1%) +Types: NoneType:22,293 +Null/Empty: null:22,293 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 22,293/19,731,676 (0.1%) +Types: dict:22,293 +Null/Empty: empty_obj:22,293 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 22,293/19,731,676 (0.1%) +Types: NoneType:22,293 +Null/Empty: null:22,293 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 22,293/19,731,676 (0.1%) +Types: bool:22,293 +Booleans: true:22,293 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 22,293/19,731,676 (0.1%) +Types: NoneType:22,293 +Null/Empty: null:22,293 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 22,293/19,731,676 (0.1%) +Types: NoneType:22,293 +Null/Empty: null:22,293 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 22,293/19,731,676 (0.1%) +Types: NoneType:22,293 +Null/Empty: null:22,293 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 22,293/19,731,676 (0.1%) +Types: bool:22,293 +Booleans: true:22,293 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 22,293/19,731,676 (0.1%) +Types: list:22,293 +Null/Empty: empty_arr:20,929 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 22,293/19,731,676 (0.1%) +Types: NoneType:22,293 +Null/Empty: null:22,293 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 22,293/19,731,676 (0.1%) +Types: NoneType:22,293 +Null/Empty: null:22,293 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 20,043/19,731,676 (0.1%) +Types: str:20,043 +Null/Empty: empty_str:1 +String length avg: 8.2 +Unique strings tracked: 13 +Top 5 string values: + 'Sign Up': 4,548 (22.7%) + 'Learn More': 4,205 (21.0%) + 'Play Now': 2,887 (14.4%) + 'Shop Now': 2,627 (13.1%) + 'Install': 2,219 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 4,226/19,731,676 (0.0%) +Types: list:4,226 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,296/19,731,676 (0.0%) +Types: float:1,296 +Numeric values: 1,296 total +Numeric range: min:1,559,368,800.0, max:157,762,695,600.0, avg:1772148016.9 +Numeric std dev: 5330165427.5 +Unique numbers tracked: 884 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,296/19,731,676 (0.0%) +Types: bool:1,296 +Booleans: true:3 (0.2%), false:1,293 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,296/19,731,676 (0.0%) +Types: float:1,296 +Numeric values: 1,296 total +Numeric range: min:1,559,354,400.0, max:157,762,681,200.0, avg:1772065444.3 +Numeric std dev: 5330168051.8 +Unique numbers tracked: 871 + +──────────────────────────────────────────────────────────── +FIELD: steward_reports Occurrence: 104/19,731,676 (0.0%) +Types: list:104 +Null/Empty: empty_arr:104 + +================================================================================ + +================================================================================ +FILE: RS_2019-07.jsonl +Analysis Time: 2026-01-15 11:51:06 +================================================================================ +Total lines: 20,768,578 +Processed lines: 20,768,578 +Total unique fields: 112 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 20,768,578/20,768,578 (100.0%) +Types: list:20,768,578 +Null/Empty: empty_arr:20,694,437 + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 20,768,578/20,768,578 (100.0%) +Types: str:20,768,578 +String length avg: 11.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 346 (0.0%) + 'SmartToe': 19 (0.0%) + 'sharewithme': 14 (0.0%) + 'AutoModerator': 7 (0.0%) + 'bprogramming': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 20,768,578/20,768,578 (100.0%) +Types: NoneType:15,660,014, str:5,108,564 +Null/Empty: null:15,660,014, empty_str:4,561,222 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 12,039 (2.2%) + '#dadada': 4,119 (0.8%) + '#edeff1': 2,291 (0.4%) + '#ea0027': 1,234 (0.2%) + '#20cc54': 1,144 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 20,768,578/20,768,578 (100.0%) +Types: NoneType:19,457,037, str:1,311,541 +Null/Empty: null:19,457,037, empty_str:74,411 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ver': 25 (0.0%) + 'default': 25 (0.0%) + 'green tier4': 20 (0.0%) + 'yellow': 20 (0.0%) + 'green tier2': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 20,768,578/20,768,578 (100.0%) +Types: NoneType:19,316,480, str:1,452,098 +Null/Empty: null:19,316,480 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ef54aab6-9bc7-11e1-a725-12313b0c247a': 28 (0.0%) + 'c089f27a-6d1d-11e9-9cd8-0e65a66de028': 19 (0.0%) + '98e1bd84-6d1d-11e9-9c20-0e2f1d7746a8': 16 (0.0%) + 'ee2caff8-9bc7-11e1-bb7b-12313b07b651': 15 (0.0%) + 'aaa87558-6d1d-11e9-94ca-0ee6f6d0d234': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 20,768,578/20,768,578 (100.0%) +Types: NoneType:18,714,742, str:2,053,836 +Null/Empty: null:18,714,742, empty_str:161,147 +String length avg: 15.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 25 (0.0%) + '15': 23 (0.0%) + '管理员': 19 (0.0%) + 'verified': 11 (0.0%) + 'News Bot': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 20,768,578/20,768,578 (100.0%) +Types: NoneType:14,756,050, str:6,012,528 +Null/Empty: null:14,756,050, empty_str:25,131 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 5,778,748 (96.5%) + 'light': 208,649 (3.5%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 20,768,578/20,768,578 (100.0%) +Types: bool:20,768,578 +Booleans: true:16,734,736 (80.6%), false:4,033,842 (19.4%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 20,768,578/20,768,578 (100.0%) +Types: bool:20,768,578 +Booleans: true:0 (0.0%), false:20,768,578 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 20,768,578/20,768,578 (100.0%) +Types: NoneType:20,752,539, str:16,039 +Null/Empty: null:20,752,539, empty_str:111 +String length avg: 11.1 +Unique strings tracked: 12 +Top 5 string values: + 'drawing_and_painting': 3,758 (23.6%) + 'gaming': 2,840 (17.8%) + 'videos': 2,135 (13.4%) + 'photography': 1,742 (10.9%) + 'entertainment': 1,617 (10.2%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 20,768,578/20,768,578 (100.0%) +Types: NoneType:20,495,300, list:273,278 +Null/Empty: null:20,495,300 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 20,768,578/20,768,578 (100.0%) +Types: bool:20,768,578 +Booleans: true:5,519 (0.0%), false:20,763,059 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 20,768,578/20,768,578 (100.0%) +Types: int:20,768,578 +Numeric values: 20,768,578 total +Numeric range: min:1,561,939,200, max:1,564,617,599, avg:1563299456.4 +Numeric std dev: 778979.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 20,768,578/20,768,578 (100.0%) +Types: NoneType:20,768,578 +Null/Empty: null:20,768,578 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 20,768,578/20,768,578 (100.0%) +Types: NoneType:20,688,253, str:80,325 +Null/Empty: null:20,688,253 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 80,287 (100.0%) + 'admin': 38 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 20,768,578/20,768,578 (100.0%) +Types: str:20,768,578 +String length avg: 12.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 999 (0.0%) + 'i.imgur.com': 93 (0.0%) + 'v.redd.it': 88 (0.0%) + 'self.AskReddit': 79 (0.0%) + 'imgur.com': 72 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 20,768,578/20,768,578 (100.0%) +Types: bool:20,173,252, int:595,326 +Booleans: true:0 (0.0%), false:20,173,252 (100.0%) +Numeric values: 595,326 total +Numeric range: min:1,561,939,360, max:1,567,950,889, avg:1563389565.6 +Numeric std dev: 847150.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 20,768,578/20,768,578 (100.0%) +Types: int:20,768,578 +Numeric values: 20,768,578 total +Numeric range: min:0, max:156, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 28 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 20,768,578/20,768,578 (100.0%) +Types: dict:20,768,578 +Null/Empty: empty_obj:20,695,837 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 20,768,578/20,768,578 (100.0%) +Types: bool:20,768,578 +Booleans: true:0 (0.0%), false:20,768,578 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 20,768,578/20,768,578 (100.0%) +Types: str:20,768,578 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'bveihe': 1 (0.0%) + 'bzjqe2': 1 (0.0%) + 'c3dda6': 1 (0.0%) + 'c4eut2': 1 (0.0%) + 'c4z439': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 20,768,578/20,768,578 (100.0%) +Types: bool:20,768,578 +Booleans: true:13,044,412 (62.8%), false:7,724,166 (37.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 20,768,578/20,768,578 (100.0%) +Types: bool:20,768,578 +Booleans: true:5 (0.0%), false:20,768,573 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 20,768,578/20,768,578 (100.0%) +Types: bool:20,768,578 +Booleans: true:97,855 (0.5%), false:20,670,723 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 20,768,578/20,768,578 (100.0%) +Types: bool:20,768,578 +Booleans: true:6,650,605 (32.0%), false:14,117,973 (68.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 20,768,578/20,768,578 (100.0%) +Types: bool:20,768,578 +Booleans: true:13,177,352 (63.4%), false:7,591,226 (36.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 20,768,578/20,768,578 (100.0%) +Types: bool:20,768,578 +Booleans: true:8,216,111 (39.6%), false:12,552,467 (60.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 20,768,578/20,768,578 (100.0%) +Types: bool:20,768,578 +Booleans: true:399,396 (1.9%), false:20,369,182 (98.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 20,768,578/20,768,578 (100.0%) +Types: str:20,768,578 +Null/Empty: empty_str:18,698,815 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 453 (0.0%) + '#edeff1': 369 (0.0%) + '#ea0027': 276 (0.0%) + '#0079d3': 268 (0.0%) + '#ffb000': 262 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 20,768,578/20,768,578 (100.0%) +Types: NoneType:15,867,105, str:4,901,473 +Null/Empty: null:15,867,105, empty_str:1,236,576 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 145 (0.0%) + 'question': 144 (0.0%) + 'discuss': 64 (0.0%) + 'lc': 51 (0.0%) + 'xbox': 49 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 20,768,578/20,768,578 (100.0%) +Types: list:20,768,578 +Null/Empty: empty_arr:18,329,955 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 20,768,578/20,768,578 (100.0%) +Types: NoneType:15,727,113, str:5,041,465 +Null/Empty: null:15,727,113, empty_str:537 +String length avg: 9.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 128 (0.0%) + 'Question': 100 (0.0%) + 'PS4': 36 (0.0%) + 'Xbox': 30 (0.0%) + 'Other': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 20,768,578/20,768,578 (100.0%) +Types: str:20,768,578 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 19,418,729 (93.5%) + 'light': 1,349,849 (6.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 20,768,578/20,768,578 (100.0%) +Types: str:20,768,578 +String length avg: 4.5 +Unique strings tracked: 2 +String values distribution: + 'text': 18,329,955 (88.3%) + 'richtext': 2,438,623 (11.7%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 20,768,578/20,768,578 (100.0%) +Types: bool:20,768,578 +Booleans: true:304,871 (1.5%), false:20,463,707 (98.5%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 20,768,578/20,768,578 (100.0%) +Types: NoneType:19,069,914, dict:1,698,664 +Null/Empty: null:19,069,914 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 20,768,578/20,768,578 (100.0%) +Types: dict:20,768,578 +Null/Empty: empty_obj:19,468,366 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 20,768,578/20,768,578 (100.0%) +Types: bool:20,768,578 +Booleans: true:92 (0.0%), false:20,768,486 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 20,768,578/20,768,578 (100.0%) +Types: bool:20,768,578 +Booleans: true:11,863,074 (57.1%), false:8,905,504 (42.9%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 20,768,578/20,768,578 (100.0%) +Types: int:20,768,578 +Numeric values: 20,768,578 total +Numeric range: min:0, max:100,001, avg:7.1 +Numeric std dev: 143.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 20,768,578/20,768,578 (100.0%) +Types: int:20,768,578 +Numeric values: 20,768,578 total +Numeric range: min:0, max:493, avg:0.0 +Numeric std dev: 0.6 +Unique numbers tracked: 123 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 20,768,578/20,768,578 (100.0%) +Types: bool:20,768,578 +Booleans: true:2,653,893 (12.8%), false:18,114,685 (87.2%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 20,768,578/20,768,578 (100.0%) +Types: str:11,917,804, NoneType:8,850,774 +Null/Empty: null:8,850,774 +String length avg: 8.0 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 8,988,540 (75.4%) + 'promo_adult_nsfw': 1,322,467 (11.1%) + 'no_ads': 1,191,372 (10.0%) + 'house_only': 398,370 (3.3%) + 'promo_all': 17,055 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 20,768,578/20,768,578 (100.0%) +Types: str:20,768,578 +String length avg: 66.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/ReviveDeadMeme/comments/bveihe/2nd_dead_meme_ev...': 1 (0.0%) + '/r/euphoria/comments/bzjqe2/euphoria_s1_e3_made_yo...': 1 (0.0%) + '/r/acrl/comments/c3dda6/acrl_gt3_series_round_4_sp...': 1 (0.0%) + '/r/smashconcepts/comments/c4eut2/june_2019_concept...': 1 (0.0%) + '/r/GooglePixel/comments/c4z439/the_july_2019_super...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 20,768,578/20,768,578 (100.0%) +Types: bool:20,768,578 +Booleans: true:0 (0.0%), false:20,768,578 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 20,768,578/20,768,578 (100.0%) +Types: int:11,917,804, NoneType:8,850,774 +Null/Empty: null:8,850,774 +Numeric values: 11,917,804 total +Numeric range: min:0, max:6, avg:4.9 +Numeric std dev: 2.1 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 8,988,540 (75.4%) + 3: 1,322,467 (11.1%) + 0: 1,191,372 (10.0%) + 1: 398,370 (3.3%) + 5: 17,055 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 20,768,578/20,768,578 (100.0%) +Types: bool:20,768,578 +Booleans: true:140,146 (0.7%), false:20,628,432 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 20,768,578/20,768,578 (100.0%) +Types: NoneType:20,765,020, str:3,558 +Null/Empty: null:20,765,020 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 3,558 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 20,768,578/20,768,578 (100.0%) +Types: int:20,768,578 +Numeric values: 20,768,578 total +Numeric range: min:1,562,025,585, max:1,568,002,003, avg:1566866044.8 +Numeric std dev: 515155.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 20,768,578/20,768,578 (100.0%) +Types: int:20,768,578 +Numeric values: 20,768,578 total +Numeric range: min:0, max:198,102, avg:85.7 +Numeric std dev: 1152.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 20,768,578/20,768,578 (100.0%) +Types: NoneType:19,069,914, dict:1,698,664 +Null/Empty: null:19,069,914 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 20,768,578/20,768,578 (100.0%) +Types: dict:20,768,578 +Null/Empty: empty_obj:19,468,366 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 20,768,578/20,768,578 (100.0%) +Types: str:20,768,578 +Null/Empty: empty_str:11,211,985 +String length avg: 319.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 763 (0.0%) + '[removed]': 344 (0.0%) + 'https://www.ncbi.nlm.nih.gov/pubmed/30753321 + +"Alc...': 5 (0.0%) + '**I’m NA/US region** +*** +**I try to price my games...': 3 (0.0%) + 'https://www.reddit.com/r/LifeProTips/comments/c7l8...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 20,768,578/20,768,578 (100.0%) +Types: bool:20,768,578 +Booleans: true:18,310,046 (88.2%), false:2,458,532 (11.8%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 20,768,578/20,768,578 (100.0%) +Types: bool:20,768,578 +Booleans: true:124,082 (0.6%), false:20,644,496 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 20,768,578/20,768,578 (100.0%) +Types: bool:20,768,578 +Booleans: true:14,921 (0.1%), false:20,753,657 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 20,768,578/20,768,578 (100.0%) +Types: str:20,768,578 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 39 (0.0%) + 'nba': 20 (0.0%) + 'MusicOL': 19 (0.0%) + 'teenagers': 17 (0.0%) + 'dankmemes': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 20,768,578/20,768,578 (100.0%) +Types: str:20,768,578 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 39 (0.0%) + 't5_2qo4s': 20 (0.0%) + 't5_1013cv': 19 (0.0%) + 't5_2rjli': 17 (0.0%) + 't5_2zmfe': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 20,768,578/20,768,578 (100.0%) +Types: str:20,768,578 +String length avg: 12.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/AskReddit': 39 (0.0%) + 'r/nba': 20 (0.0%) + 'r/MusicOL': 19 (0.0%) + 'r/teenagers': 17 (0.0%) + 'r/dankmemes': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 20,768,578/20,768,578 (100.0%) +Types: int:20,768,578 +Numeric values: 20,768,578 total +Numeric range: min:0, max:44,045,390, avg:1710113.2 +Numeric std dev: 5193300.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 20,768,578/20,768,578 (100.0%) +Types: str:20,768,578 +String length avg: 6.1 +Unique strings tracked: 4 +String values distribution: + 'public': 18,528,440 (89.2%) + 'user': 1,272,671 (6.1%) + 'restricted': 967,465 (4.7%) + 'gold_restricted': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 20,768,578/20,768,578 (100.0%) +Types: NoneType:17,045,310, str:3,723,268 +Null/Empty: null:17,045,310 +String length avg: 4.3 +Unique strings tracked: 8 +String values distribution: + 'qa': 1,280,917 (34.4%) + 'top': 937,499 (25.2%) + 'confidence': 846,424 (22.7%) + 'new': 601,358 (16.2%) + 'old': 44,256 (1.2%) + 'controversial': 9,727 (0.3%) + 'live': 1,628 (0.0%) + 'random': 1,459 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 20,768,578/20,768,578 (100.0%) +Types: str:20,768,578 +Null/Empty: empty_str:273 +String length avg: 28.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,410 (0.0%) + 'self': 966 (0.0%) + 'nsfw': 261 (0.0%) + 'image': 45 (0.0%) + 'spoiler': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 20,768,578/20,768,578 (100.0%) +Types: str:20,768,578 +String length avg: 54.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Daily Run Discussion - 2019/07/01': 8 (0.0%) + 'When you find a possible new meme template': 3 (0.0%) + 'German Feminist Cartoonist Franziska Becker Depict...': 3 (0.0%) + 'My name is Mckayla Wilkes and I'm running for Cong...': 3 (0.0%) + 'My Bestie by Thefreshknight': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 20,768,578/20,768,578 (100.0%) +Types: int:20,768,578 +Numeric values: 20,768,578 total +Numeric range: min:0, max:540, avg:0.0 +Numeric std dev: 0.2 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 20,768,578/20,768,578 (100.0%) +Types: str:20,768,578 +String length avg: 67.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.redd.it/po8d6rjcuk731.png': 3 (0.0%) + 'https://www.reddit.com/r/WayOfTheBern/comments/c7l...': 3 (0.0%) + 'https://i.imgur.com/OVidHIB.jpg': 2 (0.0%) + 'https://www.youtube.com/watch?v=i5DcZ7TErPg&fe...': 2 (0.0%) + 'https://i.imgur.com/JPMcea0.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 20,768,578/20,768,578 (100.0%) +Types: str:11,917,804, NoneType:8,850,774 +Null/Empty: null:8,850,774 +String length avg: 8.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 8,922,856 (74.9%) + 'promo_adult_nsfw': 1,388,268 (11.6%) + 'no_ads': 1,191,372 (10.0%) + 'house_only': 398,370 (3.3%) + 'promo_all': 16,938 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 20,768,578/20,768,578 (100.0%) +Types: int:11,917,804, NoneType:8,850,774 +Null/Empty: null:8,850,774 +Numeric values: 11,917,804 total +Numeric range: min:0, max:6, avg:4.9 +Numeric std dev: 2.1 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 8,922,856 (74.9%) + 3: 1,388,268 (11.6%) + 0: 1,191,372 (10.0%) + 1: 398,370 (3.3%) + 5: 16,938 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 20,768,521/20,768,578 (100.0%) +Types: int:11,435,256, NoneType:9,333,265 +Null/Empty: null:9,333,265 +Numeric values: 11,435,256 total +Numeric range: min:1,120,363,200, max:1,554,131,507, avg:1481474725.4 +Numeric std dev: 70762971.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 20,768,521/20,768,578 (100.0%) +Types: str:16,841,653, NoneType:3,926,868 +Null/Empty: null:3,926,868 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_3z3n77ad': 19 (0.0%) + 't2_bcevk': 14 (0.0%) + 't2_6l4z3': 7 (0.0%) + 't2_n7ytqot': 6 (0.0%) + 't2_6sklr': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 20,768,305/20,768,578 (100.0%) +Types: int:12,126,371, NoneType:8,641,934 +Null/Empty: null:8,641,934 +Numeric values: 12,126,371 total +Numeric range: min:1, max:140, avg:113.0 +Numeric std dev: 28.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 20,768,305/20,768,578 (100.0%) +Types: int:12,126,371, NoneType:8,641,934 +Null/Empty: null:8,641,934 +Numeric values: 12,126,371 total +Numeric range: min:1, max:140, avg:139.6 +Numeric std dev: 6.0 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 20,755,931/20,768,578 (99.9%) +Types: bool:20,755,931 +Booleans: true:958,086 (4.6%), false:19,797,845 (95.4%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 20,396,262/20,768,578 (98.2%) +Types: bool:20,396,262 +Booleans: true:0 (0.0%), false:20,396,262 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 16,841,653/20,768,578 (81.1%) +Types: list:16,841,653 +Null/Empty: empty_arr:15,903,879 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 16,841,653/20,768,578 (81.1%) +Types: str:16,841,653 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 15,903,879 (94.4%) + 'richtext': 937,774 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 16,841,653/20,768,578 (81.1%) +Types: bool:16,841,653 +Booleans: true:775 (0.0%), false:16,840,878 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 8,246,109/20,768,578 (39.7%) +Types: str:8,246,109 +String length avg: 5.3 +Unique strings tracked: 6 +String values distribution: + 'image': 4,223,159 (51.2%) + 'link': 2,501,129 (30.3%) + 'rich:video': 713,279 (8.6%) + 'self': 550,471 (6.7%) + 'hosted:video': 257,978 (3.1%) + 'video': 93 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 8,246,109/20,768,578 (39.7%) +Types: dict:8,246,109 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 3,792,054/20,768,578 (18.3%) +Types: str:3,792,054 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1b713a20-845f-11e3-a1ce-12313d224170': 20 (0.0%) + '855d88d0-845f-11e3-8645-12313d18400c': 17 (0.0%) + 'c586b3f8-a829-11e8-a989-0e2de87d12c0': 17 (0.0%) + '9f977b78-a829-11e8-b33f-0ee05f7ae348': 12 (0.0%) + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 823,137/20,768,578 (4.0%) +Types: str:823,137 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_c7i9vv': 19 (0.0%) + 't3_c7g36q': 9 (0.0%) + 't3_c7lv31': 9 (0.0%) + 't3_c7ix0o': 6 (0.0%) + 't3_c7ika9': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 823,137/20,768,578 (4.0%) +Types: list:823,137 +Null/Empty: empty_arr:8,777 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 243,917/20,768,578 (1.2%) +Types: dict:177,458, NoneType:66,459 +Null/Empty: null:66,459 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 49,695/20,768,578 (0.2%) +Types: bool:49,695 +Booleans: true:49,695 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 19,941/20,768,578 (0.1%) +Types: NoneType:19,941 +Null/Empty: null:19,941 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 19,941/20,768,578 (0.1%) +Types: NoneType:19,941 +Null/Empty: null:19,941 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 19,941/20,768,578 (0.1%) +Types: str:19,867, NoneType:74 +Null/Empty: null:74 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_3rzikxkz': 328 (1.7%) + 't2_64wrece': 198 (1.0%) + 't2_3rzg3rzc': 104 (0.5%) + 't2_3xxucx11': 86 (0.4%) + 't2_3yo95i6w': 83 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 19,941/20,768,578 (0.1%) +Types: str:17,700, NoneType:2,241 +Null/Empty: null:2,241, empty_str:4 +String length avg: 19.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'got.gtarcade.com': 356 (2.0%) + 'itunes.apple.com': 234 (1.3%) + 'triplebyte.com': 198 (1.1%) + 'v3m.gtarcade.com': 88 (0.5%) + 'mysticlake.com/ribfest': 48 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 19,941/20,768,578 (0.1%) +Types: NoneType:19,938, str:3 +Null/Empty: null:19,938 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 19,941/20,768,578 (0.1%) +Types: NoneType:19,938, str:3 +Null/Empty: null:19,938 +String length avg: 62.3 +Unique strings tracked: 3 +String values distribution: + 'https://podcasts.apple.com/us/podcast/11-silicon-v...': 1 (33.3%) + 'https://youtu.be/irbFBLsdugY': 1 (33.3%) + 'https://player.twitch.tv/?channel=symfuhny': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 19,941/20,768,578 (0.1%) +Types: list:19,941 +Null/Empty: empty_arr:19,941 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 19,941/20,768,578 (0.1%) +Types: list:19,941 +Null/Empty: empty_arr:19,941 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 19,941/20,768,578 (0.1%) +Types: str:19,941 +String length avg: 78.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://itunes.apple.com/us/app/candy-crush-saga/i...': 14 (0.1%) + 'https://mixer.com/SMITEgame': 13 (0.1%) + 'https://www.partysuppliesdelivered.com/dungeons-an...': 12 (0.1%) + 'https://itunes.apple.com/us/app/id816042916': 10 (0.1%) + 'https://futurebook.co': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 19,941/20,768,578 (0.1%) +Types: bool:19,941 +Booleans: true:0 (0.0%), false:19,941 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 19,941/20,768,578 (0.1%) +Types: str:19,941 +Null/Empty: empty_str:4,259 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/9GegU21Yf2Wa...': 24 (0.2%) + 'https://reddit-image.s3.amazonaws.com/ZLZD1nTr8vR6...': 18 (0.1%) + 'https://reddit-image.s3.amazonaws.com/Dp3T_dpUcCJp...': 18 (0.1%) + 'https://reddit-image.s3.amazonaws.com/Cs3or8g0lNtQ...': 18 (0.1%) + 'https://reddit-image.s3.amazonaws.com/2XULOw2gkjR0...': 18 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 19,941/20,768,578 (0.1%) +Types: NoneType:19,941 +Null/Empty: null:19,941 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 19,941/20,768,578 (0.1%) +Types: dict:19,941 +Null/Empty: empty_obj:19,941 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 19,941/20,768,578 (0.1%) +Types: NoneType:19,941 +Null/Empty: null:19,941 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 19,941/20,768,578 (0.1%) +Types: bool:19,941 +Booleans: true:19,941 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 19,941/20,768,578 (0.1%) +Types: NoneType:19,941 +Null/Empty: null:19,941 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 19,941/20,768,578 (0.1%) +Types: NoneType:19,941 +Null/Empty: null:19,941 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 19,941/20,768,578 (0.1%) +Types: NoneType:19,941 +Null/Empty: null:19,941 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 19,941/20,768,578 (0.1%) +Types: bool:19,941 +Booleans: true:19,941 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 19,941/20,768,578 (0.1%) +Types: list:19,941 +Null/Empty: empty_arr:18,523 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 19,941/20,768,578 (0.1%) +Types: NoneType:19,941 +Null/Empty: null:19,941 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 19,941/20,768,578 (0.1%) +Types: NoneType:19,941 +Null/Empty: null:19,941 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 17,501/20,768,578 (0.1%) +Types: str:17,501 +Null/Empty: empty_str:33 +String length avg: 8.4 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 4,413 (25.3%) + 'Shop Now': 3,219 (18.4%) + 'Sign Up': 2,772 (15.9%) + 'Play Now': 1,578 (9.0%) + 'Download': 1,548 (8.9%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 4,931/20,768,578 (0.0%) +Types: list:4,931 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,420/20,768,578 (0.0%) +Types: float:1,420 +Numeric values: 1,420 total +Numeric range: min:1,560,746,700.0, max:4,086,604,800.0, avg:1566918828.2 +Numeric std dev: 83025865.6 +Unique numbers tracked: 955 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,420/20,768,578 (0.0%) +Types: bool:1,420 +Booleans: true:4 (0.3%), false:1,416 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,420/20,768,578 (0.0%) +Types: float:1,420 +Numeric values: 1,420 total +Numeric range: min:1,560,732,300.0, max:4,086,590,400.0, avg:1566858410.8 +Numeric std dev: 83027454.1 +Unique numbers tracked: 974 + +──────────────────────────────────────────────────────────── +FIELD: steward_reports Occurrence: 451/20,768,578 (0.0%) +Types: list:451 +Null/Empty: empty_arr:451 + +================================================================================ + +================================================================================ +FILE: RS_2019-08.jsonl +Analysis Time: 2026-01-15 12:29:35 +================================================================================ +Total lines: 21,927,461 +Processed lines: 21,927,461 +Total unique fields: 112 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 21,927,461/21,927,461 (100.0%) +Types: list:21,927,461 +Null/Empty: empty_arr:21,854,987 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 21,927,461/21,927,461 (100.0%) +Types: bool:21,927,461 +Booleans: true:897,232 (4.1%), false:21,030,229 (95.9%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 21,927,461/21,927,461 (100.0%) +Types: str:21,927,461 +String length avg: 11.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 284 (0.0%) + 'SmartToe': 16 (0.0%) + 'sharewithme': 13 (0.0%) + 'llnk3r': 8 (0.0%) + 'hornyteens123': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 21,927,461/21,927,461 (100.0%) +Types: NoneType:17,460,802, str:4,466,659 +Null/Empty: null:17,460,802, empty_str:3,928,129 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 9,045 (1.7%) + '#dadada': 2,912 (0.5%) + '#edeff1': 2,296 (0.4%) + '#ea0027': 1,195 (0.2%) + '#00bfac': 822 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 21,927,461/21,927,461 (100.0%) +Types: NoneType:20,621,709, str:1,305,752 +Null/Empty: null:20,621,709, empty_str:88,532 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ver': 36 (0.0%) + 'green': 28 (0.0%) + 'default': 25 (0.0%) + 'MURICA': 21 (0.0%) + 'red': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 21,927,461/21,927,461 (100.0%) +Types: NoneType:20,498,121, str:1,429,340 +Null/Empty: null:20,498,121 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ee2caff8-9bc7-11e1-bb7b-12313b07b651': 22 (0.0%) + 'ec0eee20-9bc7-11e1-83d5-12313b088941': 18 (0.0%) + '38fb4ae2-4e59-11e1-912e-12313d18ad57': 18 (0.0%) + 'f091c904-9bc7-11e1-81b0-12313b0c247a': 17 (0.0%) + '5f1473b4-510a-11e9-8b7e-0e0f10183f92': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 21,927,461/21,927,461 (100.0%) +Types: NoneType:19,883,089, str:2,044,372 +Null/Empty: null:19,883,089, empty_str:172,935 +String length avg: 15.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 29 (0.0%) + 'verified': 20 (0.0%) + '14': 17 (0.0%) + '16': 14 (0.0%) + 'Plays MineCraft and not FortNite': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 21,927,461/21,927,461 (100.0%) +Types: NoneType:16,570,829, str:5,356,632 +Null/Empty: null:16,570,829, empty_str:37,557 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 5,116,588 (96.2%) + 'light': 202,487 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 21,927,461/21,927,461 (100.0%) +Types: bool:21,927,461 +Booleans: true:18,528,665 (84.5%), false:3,398,796 (15.5%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 21,927,461/21,927,461 (100.0%) +Types: bool:21,927,461 +Booleans: true:0 (0.0%), false:21,927,461 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 21,927,461/21,927,461 (100.0%) +Types: NoneType:21,913,381, str:14,080 +Null/Empty: null:21,913,381, empty_str:114 +String length avg: 10.9 +Unique strings tracked: 12 +Top 5 string values: + 'drawing_and_painting': 3,397 (24.3%) + 'gaming': 3,008 (21.5%) + 'videos': 1,806 (12.9%) + 'photography': 1,706 (12.2%) + 'entertainment': 975 (7.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 21,927,461/21,927,461 (100.0%) +Types: NoneType:21,645,033, list:282,428 +Null/Empty: null:21,645,033 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 21,927,461/21,927,461 (100.0%) +Types: bool:21,927,461 +Booleans: true:11,579 (0.1%), false:21,915,882 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 21,927,461/21,927,461 (100.0%) +Types: int:21,927,461 +Numeric values: 21,927,461 total +Numeric range: min:1,564,617,600, max:1,567,295,999, avg:1565970528.8 +Numeric std dev: 764916.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 21,927,461/21,927,461 (100.0%) +Types: NoneType:21,910,476, str:16,985 +Null/Empty: null:21,910,476 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 16,985 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 21,927,461/21,927,461 (100.0%) +Types: NoneType:21,847,700, str:79,761 +Null/Empty: null:21,847,700 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 79,694 (99.9%) + 'admin': 67 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 21,927,461/21,927,461 (100.0%) +Types: str:21,927,461 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 1,002 (0.0%) + 'i.imgur.com': 105 (0.0%) + 'youtube.com': 87 (0.0%) + 'self.AskReddit': 86 (0.0%) + 'v.redd.it': 65 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 21,927,461/21,927,461 (100.0%) +Types: bool:21,355,487, int:571,974 +Booleans: true:0 (0.0%), false:21,355,487 (100.0%) +Numeric values: 571,974 total +Numeric range: min:1,564,617,814, max:1,567,993,348, avg:1565984729.6 +Numeric std dev: 765410.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 21,927,461/21,927,461 (100.0%) +Types: int:21,927,461 +Numeric values: 21,927,461 total +Numeric range: min:0, max:60, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 29 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 21,927,461/21,927,461 (100.0%) +Types: dict:21,927,461 +Null/Empty: empty_obj:21,856,616 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 21,927,461/21,927,461 (100.0%) +Types: bool:21,927,461 +Booleans: true:0 (0.0%), false:21,927,461 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 21,927,461/21,927,461 (100.0%) +Types: str:21,927,461 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'bvzcw9': 1 (0.0%) + 'bztvp4': 1 (0.0%) + 'catuei': 1 (0.0%) + 'cfutlh': 1 (0.0%) + 'chi7sv': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 21,927,461/21,927,461 (100.0%) +Types: bool:21,927,461 +Booleans: true:13,428,257 (61.2%), false:8,499,204 (38.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 21,927,461/21,927,461 (100.0%) +Types: bool:21,927,461 +Booleans: true:10 (0.0%), false:21,927,451 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 21,927,461/21,927,461 (100.0%) +Types: bool:21,927,461 +Booleans: true:92,876 (0.4%), false:21,834,585 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 21,927,461/21,927,461 (100.0%) +Types: bool:21,927,461 +Booleans: true:6,820,971 (31.1%), false:15,106,490 (68.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 21,927,461/21,927,461 (100.0%) +Types: bool:21,927,461 +Booleans: true:13,573,195 (61.9%), false:8,354,266 (38.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 21,927,461/21,927,461 (100.0%) +Types: bool:21,927,461 +Booleans: true:9,459,270 (43.1%), false:12,468,191 (56.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 21,927,461/21,927,461 (100.0%) +Types: bool:21,927,461 +Booleans: true:411,811 (1.9%), false:21,515,650 (98.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 21,927,461/21,927,461 (100.0%) +Types: str:21,927,461 +Null/Empty: empty_str:19,712,459 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 517 (0.0%) + '#edeff1': 472 (0.0%) + '#a964db': 355 (0.0%) + '#0079d3': 348 (0.0%) + '#ea0027': 285 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 21,927,461/21,927,461 (100.0%) +Types: NoneType:16,900,700, str:5,026,761 +Null/Empty: null:16,900,700, empty_str:1,340,625 +String length avg: 6.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 166 (0.0%) + 'question': 105 (0.0%) + 'meme': 81 (0.0%) + 'help': 49 (0.0%) + 'discuss': 46 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 21,927,461/21,927,461 (100.0%) +Types: list:21,927,461 +Null/Empty: empty_arr:19,433,048 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 21,927,461/21,927,461 (100.0%) +Types: NoneType:16,755,603, str:5,171,858 +Null/Empty: null:16,755,603, empty_str:553 +String length avg: 9.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 107 (0.0%) + 'Question': 80 (0.0%) + 'Meme': 48 (0.0%) + 'Image': 33 (0.0%) + 'DISCUSSION': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 21,927,461/21,927,461 (100.0%) +Types: str:21,927,461 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 20,484,433 (93.4%) + 'light': 1,443,028 (6.6%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 21,927,461/21,927,461 (100.0%) +Types: str:21,927,461 +String length avg: 4.5 +Unique strings tracked: 2 +String values distribution: + 'text': 19,433,048 (88.6%) + 'richtext': 2,494,413 (11.4%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 21,927,461/21,927,461 (100.0%) +Types: bool:21,927,461 +Booleans: true:327,524 (1.5%), false:21,599,937 (98.5%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 21,927,461/21,927,461 (100.0%) +Types: NoneType:20,064,661, dict:1,862,800 +Null/Empty: null:20,064,661 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 21,927,461/21,927,461 (100.0%) +Types: dict:21,927,461 +Null/Empty: empty_obj:20,475,669 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 21,927,461/21,927,461 (100.0%) +Types: bool:21,927,461 +Booleans: true:131 (0.0%), false:21,927,330 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 21,927,461/21,927,461 (100.0%) +Types: bool:21,927,461 +Booleans: true:13,142,884 (59.9%), false:8,784,577 (40.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 21,927,461/21,927,461 (100.0%) +Types: int:21,927,461 +Numeric values: 21,927,461 total +Numeric range: min:0, max:96,907, avg:7.1 +Numeric std dev: 204.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 21,927,461/21,927,461 (100.0%) +Types: int:21,927,461 +Numeric values: 21,927,461 total +Numeric range: min:0, max:302, avg:0.0 +Numeric std dev: 0.5 +Unique numbers tracked: 130 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 21,927,461/21,927,461 (100.0%) +Types: bool:21,927,461 +Booleans: true:2,645,620 (12.1%), false:19,281,841 (87.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 21,927,461/21,927,461 (100.0%) +Types: str:11,956,550, NoneType:9,970,911 +Null/Empty: null:9,970,911 +String length avg: 8.0 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 8,960,356 (74.9%) + 'promo_adult_nsfw': 1,331,327 (11.1%) + 'no_ads': 1,236,210 (10.3%) + 'house_only': 410,640 (3.4%) + 'promo_all': 18,017 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 21,927,461/21,927,461 (100.0%) +Types: str:21,927,461 +String length avg: 67.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/yutacustoms/comments/bvzcw9/end_eclipsedarksoul...': 1 (0.0%) + '/r/survivor/comments/bztvp4/sa_survivor_sa_island_...': 1 (0.0%) + '/r/survivor/comments/catuei/2019_survivor_merge_bo...': 1 (0.0%) + '/r/muslimculture/comments/cfutlh/umayyad_mosque_da...': 1 (0.0%) + '/r/Krypton/comments/chi7sv/episode_discussion_kryp...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 21,927,461/21,927,461 (100.0%) +Types: bool:21,927,461 +Booleans: true:0 (0.0%), false:21,927,461 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 21,927,461/21,927,461 (100.0%) +Types: int:11,956,550, NoneType:9,970,911 +Null/Empty: null:9,970,911 +Numeric values: 11,956,550 total +Numeric range: min:0, max:6, avg:4.9 +Numeric std dev: 2.1 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 8,960,356 (74.9%) + 3: 1,331,327 (11.1%) + 0: 1,236,210 (10.3%) + 1: 410,640 (3.4%) + 5: 18,017 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 21,927,461/21,927,461 (100.0%) +Types: bool:21,927,461 +Booleans: true:147,637 (0.7%), false:21,779,824 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 21,927,461/21,927,461 (100.0%) +Types: NoneType:21,925,682, str:1,779 +Null/Empty: null:21,925,682 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 1,779 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 21,927,461/21,927,461 (100.0%) +Types: int:21,927,461 +Numeric values: 21,927,461 total +Numeric range: min:1,564,703,999, max:1,568,014,432, avg:1566708514.9 +Numeric std dev: 287409.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 21,927,461/21,927,461 (100.0%) +Types: int:21,927,461 +Numeric values: 21,927,461 total +Numeric range: min:0, max:185,517, avg:81.1 +Numeric std dev: 1152.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 21,927,461/21,927,461 (100.0%) +Types: NoneType:20,064,661, dict:1,862,800 +Null/Empty: null:20,064,661 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 21,927,461/21,927,461 (100.0%) +Types: dict:21,927,461 +Null/Empty: empty_obj:20,475,669 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 21,927,461/21,927,461 (100.0%) +Types: str:21,927,461 +Null/Empty: empty_str:11,362,097 +String length avg: 294.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 741 (0.0%) + '[removed]': 373 (0.0%) + 'https://www.reddit.com/r/LifeProTips/comments/ckfx...': 3 (0.0%) + 'Hey, check out this game that I found recently: +ht...': 3 (0.0%) + 'Praise The Legendary Game Developer Todd Howard': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 21,927,461/21,927,461 (100.0%) +Types: bool:21,927,461 +Booleans: true:19,604,741 (89.4%), false:2,322,720 (10.6%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 21,927,461/21,927,461 (100.0%) +Types: bool:21,927,461 +Booleans: true:107,131 (0.5%), false:21,820,330 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 21,927,461/21,927,461 (100.0%) +Types: bool:21,927,461 +Booleans: true:31,931 (0.1%), false:21,895,530 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 21,927,461/21,927,461 (100.0%) +Types: str:21,927,461 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 37 (0.0%) + 'dankmemes': 28 (0.0%) + 'teenagers': 27 (0.0%) + 'memes': 26 (0.0%) + 'PewdiepieSubmissions': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 21,927,461/21,927,461 (100.0%) +Types: str:21,927,461 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 37 (0.0%) + 't5_2zmfe': 28 (0.0%) + 't5_2rjli': 27 (0.0%) + 't5_2qjpg': 26 (0.0%) + 't5_3m0tc': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 21,927,461/21,927,461 (100.0%) +Types: str:21,927,461 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/AskReddit': 37 (0.0%) + 'r/dankmemes': 28 (0.0%) + 'r/teenagers': 27 (0.0%) + 'r/memes': 26 (0.0%) + 'r/PewdiepieSubmissions': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 21,927,461/21,927,461 (100.0%) +Types: int:21,927,461 +Numeric values: 21,927,461 total +Numeric range: min:-1, max:43,899,153, avg:1616567.0 +Numeric std dev: 5063647.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 21,927,461/21,927,461 (100.0%) +Types: str:21,927,461 +String length avg: 6.1 +Unique strings tracked: 4 +String values distribution: + 'public': 19,815,040 (90.4%) + 'user': 1,190,426 (5.4%) + 'restricted': 921,992 (4.2%) + 'gold_restricted': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 21,927,461/21,927,461 (100.0%) +Types: NoneType:18,268,050, str:3,659,411 +Null/Empty: null:18,268,050 +String length avg: 4.4 +Unique strings tracked: 8 +String values distribution: + 'qa': 1,198,916 (32.8%) + 'top': 948,005 (25.9%) + 'confidence': 864,347 (23.6%) + 'new': 591,018 (16.2%) + 'old': 45,020 (1.2%) + 'controversial': 9,406 (0.3%) + 'random': 1,586 (0.0%) + 'live': 1,113 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 21,927,461/21,927,461 (100.0%) +Types: str:21,927,461 +Null/Empty: empty_str:459 +String length avg: 27.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,199 (0.0%) + 'self': 752 (0.0%) + 'nsfw': 231 (0.0%) + 'image': 32 (0.0%) + 'spoiler': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 21,927,461/21,927,461 (100.0%) +Types: str:21,927,461 +String length avg: 56.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'No views': 6 (0.0%) + 'maggy.platon': 4 (0.0%) + 'Bruna Lima': 3 (0.0%) + 'Bradley Cooper Trying To Convince Lady Gaga To Go ...': 3 (0.0%) + 'Spectroscopic signatures of many-body correlations...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 21,927,461/21,927,461 (100.0%) +Types: int:21,927,461 +Numeric values: 21,927,461 total +Numeric range: min:0, max:283, avg:0.0 +Numeric std dev: 0.2 +Unique numbers tracked: 68 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 21,927,461/21,927,461 (100.0%) +Types: str:21,927,461 +String length avg: 68.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.thedailybeast.com/youre-gonna-kill-me-...': 3 (0.0%) + 'https://www.youtube.com/attribution_link?a=z5EXGSt...': 3 (0.0%) + 'https://gfycat.com/gloomypossibleastarte?utm_sourc...': 2 (0.0%) + 'https://youtu.be/yB7deHbRJ9Y': 2 (0.0%) + 'https://v.redd.it/tzwbj8ktqod31': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 21,927,461/21,927,461 (100.0%) +Types: str:11,956,550, NoneType:9,970,911 +Null/Empty: null:9,970,911 +String length avg: 8.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 8,900,054 (74.4%) + 'promo_adult_nsfw': 1,391,760 (11.6%) + 'no_ads': 1,236,210 (10.3%) + 'house_only': 410,640 (3.4%) + 'promo_all': 17,886 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 21,927,461/21,927,461 (100.0%) +Types: int:11,956,550, NoneType:9,970,911 +Null/Empty: null:9,970,911 +Numeric values: 11,956,550 total +Numeric range: min:0, max:6, avg:4.9 +Numeric std dev: 2.1 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 8,900,054 (74.4%) + 3: 1,391,760 (11.6%) + 0: 1,236,210 (10.3%) + 1: 410,640 (3.4%) + 5: 17,886 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 21,927,264/21,927,461 (100.0%) +Types: int:11,296,534, NoneType:10,630,730 +Null/Empty: null:10,630,730 +Numeric values: 11,296,534 total +Numeric range: min:1,118,030,400, max:1,554,131,415, avg:1481017310.9 +Numeric std dev: 70374987.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 21,927,264/21,927,461 (100.0%) +Types: str:18,646,006, NoneType:3,281,258 +Null/Empty: null:3,281,258 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_3z3n77ad': 16 (0.0%) + 't2_bcevk': 13 (0.0%) + 't2_hdzy5': 8 (0.0%) + 't2_49ryxv3x': 5 (0.0%) + 't2_95v6n': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 21,927,002/21,927,461 (100.0%) +Types: int:11,893,406, NoneType:10,033,596 +Null/Empty: null:10,033,596 +Numeric values: 11,893,406 total +Numeric range: min:1, max:140, avg:113.3 +Numeric std dev: 28.2 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 21,927,002/21,927,461 (100.0%) +Types: int:11,893,406, NoneType:10,033,596 +Null/Empty: null:10,033,596 +Numeric values: 11,893,406 total +Numeric range: min:1, max:140, avg:139.6 +Numeric std dev: 5.6 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 19,615,299/21,927,461 (89.5%) +Types: bool:19,615,299 +Booleans: true:0 (0.0%), false:19,615,299 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 18,646,006/21,927,461 (85.0%) +Types: list:18,646,006 +Null/Empty: empty_arr:17,706,159 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 18,646,006/21,927,461 (85.0%) +Types: str:18,646,006 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 17,706,159 (95.0%) + 'richtext': 939,847 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 18,646,006/21,927,461 (85.0%) +Types: bool:18,646,006 +Booleans: true:702 (0.0%), false:18,645,304 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 8,538,147/21,927,461 (38.9%) +Types: str:8,538,147 +String length avg: 5.3 +Unique strings tracked: 6 +String values distribution: + 'image': 4,488,377 (52.6%) + 'link': 2,449,884 (28.7%) + 'rich:video': 762,959 (8.9%) + 'self': 552,636 (6.5%) + 'hosted:video': 284,111 (3.3%) + 'video': 180 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 8,538,147/21,927,461 (38.9%) +Types: dict:8,538,147 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 3,937,661/21,927,461 (18.0%) +Types: str:3,937,661 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '68e40d50-6435-11e2-97c8-12313b0c247a': 29 (0.0%) + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 19 (0.0%) + '1b713a20-845f-11e3-a1ce-12313d224170': 12 (0.0%) + '6b01166e-6435-11e2-a77a-12313d051e91': 11 (0.0%) + '855d88d0-845f-11e3-8645-12313d18400c': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 843,789/21,927,461 (3.8%) +Types: str:843,789 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_ckfnpl': 16 (0.0%) + 't3_ckh02a': 16 (0.0%) + 't3_ckh2iz': 12 (0.0%) + 't3_ckdmh3': 6 (0.0%) + 't3_ckgm32': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 843,789/21,927,461 (3.8%) +Types: list:843,789 +Null/Empty: empty_arr:3,214 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 231,929/21,927,461 (1.1%) +Types: dict:170,709, NoneType:61,220 +Null/Empty: null:61,220 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 47,029/21,927,461 (0.2%) +Types: bool:47,029 +Booleans: true:47,029 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 19,047/21,927,461 (0.1%) +Types: NoneType:19,047 +Null/Empty: null:19,047 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 19,047/21,927,461 (0.1%) +Types: NoneType:19,047 +Null/Empty: null:19,047 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 19,047/21,927,461 (0.1%) +Types: str:18,997, NoneType:50 +Null/Empty: null:50 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_3rzg3rzc': 345 (1.8%) + 't2_44ejii3g': 254 (1.3%) + 't2_3p40oa7n': 145 (0.8%) + 't2_47nah145': 101 (0.5%) + 't2_3l1rruvs': 100 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 19,047/21,927,461 (0.1%) +Types: str:14,489, NoneType:4,558 +Null/Empty: null:4,558, empty_str:5 +String length avg: 18.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'v3m.gtarcade.com': 430 (3.0%) + 'got.gtarcade.com': 328 (2.3%) + 'itunes.apple.com': 275 (1.9%) + 'zaxbys.com': 111 (0.8%) + 'stitchfix.com/men': 103 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 19,047/21,927,461 (0.1%) +Types: NoneType:19,045, str:2 +Null/Empty: null:19,045 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 19,047/21,927,461 (0.1%) +Types: NoneType:19,045, str:2 +Null/Empty: null:19,045 +String length avg: 43.0 +Unique strings tracked: 2 +String values distribution: + 'https://www.youtube.com/watch?v=EcEMX-63PKY': 1 (50.0%) + 'https://www.youtube.com/watch?v=-9QYu8LtH2E': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 19,047/21,927,461 (0.1%) +Types: list:19,047 +Null/Empty: empty_arr:19,047 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 19,047/21,927,461 (0.1%) +Types: list:19,047 +Null/Empty: empty_arr:19,047 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 19,047/21,927,461 (0.1%) +Types: str:19,047 +String length avg: 81.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.moroccanoil.com/us_en/hair-care/treatm...': 20 (0.1%) + 'https://itunes.apple.com/app/id1277110040': 17 (0.1%) + 'https://www.pickviptopshop.com': 16 (0.1%) + 'https://atom.finance/welcome/?utm_source=reddit&am...': 16 (0.1%) + 'https://www.moroccanoil.com/us_en/hair-care/treatm...': 16 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 19,047/21,927,461 (0.1%) +Types: bool:19,047 +Booleans: true:0 (0.0%), false:19,047 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 19,047/21,927,461 (0.1%) +Types: str:19,047 +Null/Empty: empty_str:3,906 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/5EoJoHlPVskq...': 18 (0.1%) + 'https://reddit-image.s3.amazonaws.com/TNfUUP6xaN8b...': 15 (0.1%) + 'https://reddit-image.s3.amazonaws.com/ZLZD1nTr8vR6...': 10 (0.1%) + 'https://reddit-image.s3.amazonaws.com/p1B-bXAjcKfS...': 9 (0.1%) + 'https://reddit-image.s3.amazonaws.com/qHrKm-Wh2T14...': 9 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 19,047/21,927,461 (0.1%) +Types: NoneType:19,047 +Null/Empty: null:19,047 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 19,047/21,927,461 (0.1%) +Types: dict:19,047 +Null/Empty: empty_obj:19,047 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 19,047/21,927,461 (0.1%) +Types: NoneType:19,047 +Null/Empty: null:19,047 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 19,047/21,927,461 (0.1%) +Types: bool:19,047 +Booleans: true:19,047 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 19,047/21,927,461 (0.1%) +Types: NoneType:19,047 +Null/Empty: null:19,047 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 19,047/21,927,461 (0.1%) +Types: NoneType:19,047 +Null/Empty: null:19,047 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 19,047/21,927,461 (0.1%) +Types: NoneType:19,047 +Null/Empty: null:19,047 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 19,047/21,927,461 (0.1%) +Types: bool:19,047 +Booleans: true:19,047 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 19,047/21,927,461 (0.1%) +Types: list:19,047 +Null/Empty: empty_arr:18,158 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 19,047/21,927,461 (0.1%) +Types: NoneType:19,047 +Null/Empty: null:19,047 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 19,047/21,927,461 (0.1%) +Types: NoneType:19,047 +Null/Empty: null:19,047 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 16,541/21,927,461 (0.1%) +Types: str:16,541 +Null/Empty: empty_str:3 +String length avg: 8.5 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 4,768 (28.8%) + 'Sign Up': 3,090 (18.7%) + 'Shop Now': 2,760 (16.7%) + 'Play Now': 1,473 (8.9%) + 'View More': 1,144 (6.9%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 4,625/21,927,461 (0.0%) +Types: list:4,625 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,514/21,927,461 (0.0%) +Types: float:1,514 +Numeric values: 1,514 total +Numeric range: min:1,560,182,400.0, max:3,176,690,400.0, avg:1568178660.0 +Numeric std dev: 48433817.8 +Unique numbers tracked: 997 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,514/21,927,461 (0.0%) +Types: bool:1,514 +Booleans: true:48 (3.2%), false:1,466 (96.8%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,514/21,927,461 (0.0%) +Types: float:1,514 +Numeric values: 1,514 total +Numeric range: min:1,559,865,600.0, max:3,176,668,800.0, avg:1568117260.4 +Numeric std dev: 48429723.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: steward_reports Occurrence: 911/21,927,461 (0.0%) +Types: list:911 +Null/Empty: empty_arr:911 + +================================================================================ + +================================================================================ +FILE: RS_2019-09.jsonl +Analysis Time: 2026-01-15 13:07:26 +================================================================================ +Total lines: 20,713,273 +Processed lines: 20,713,273 +Total unique fields: 117 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 20,713,273/20,713,273 (100.0%) +Types: list:20,713,273 +Null/Empty: empty_arr:20,639,328 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 20,713,273/20,713,273 (100.0%) +Types: bool:20,713,273 +Booleans: true:949,089 (4.6%), false:19,764,184 (95.4%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 20,713,273/20,713,273 (100.0%) +Types: bool:20,713,273 +Booleans: true:20,689,649 (99.9%), false:23,624 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 20,713,273/20,713,273 (100.0%) +Types: str:20,713,273 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 441 (0.0%) + 'BrownBoognish': 12 (0.0%) + 'transcribersofreddit': 12 (0.0%) + 'sharewithme': 10 (0.0%) + 'KumaSafin': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 20,713,273/20,713,273 (100.0%) +Types: NoneType:14,835,505, str:5,877,768 +Null/Empty: null:14,835,505, empty_str:5,218,593 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 7,697 (1.2%) + '#dadada': 2,652 (0.4%) + '#edeff1': 2,007 (0.3%) + '#ffb000': 1,243 (0.2%) + '#20cc54': 947 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 20,713,273/20,713,273 (100.0%) +Types: NoneType:19,501,390, str:1,211,883 +Null/Empty: null:19,501,390, empty_str:86,594 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'green tier3': 29 (0.0%) + 'green': 25 (0.0%) + 'green tier4': 24 (0.0%) + 'ver': 23 (0.0%) + 'new': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 20,713,273/20,713,273 (100.0%) +Types: NoneType:19,293,801, str:1,419,472 +Null/Empty: null:19,293,801 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '45a8cc04-9cbf-11e8-b975-0eb62ee56dee': 35 (0.0%) + '9ea2cf06-c097-11e9-884f-0eca202a5a32': 29 (0.0%) + 'ee2caff8-9bc7-11e1-bb7b-12313b07b651': 25 (0.0%) + 'aaa87558-6d1d-11e9-94ca-0ee6f6d0d234': 20 (0.0%) + 'ef54aab6-9bc7-11e1-a725-12313b0c247a': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 20,713,273/20,713,273 (100.0%) +Types: NoneType:18,723,765, str:1,989,508 +Null/Empty: null:18,723,765, empty_str:162,451 +String length avg: 15.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 50 (0.0%) + 'Yello 💛🧡': 29 (0.0%) + 'Yellow': 23 (0.0%) + '14': 18 (0.0%) + '15': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 20,713,273/20,713,273 (100.0%) +Types: NoneType:14,076,863, str:6,636,410 +Null/Empty: null:14,076,863, empty_str:25,806 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 6,376,839 (96.5%) + 'light': 233,765 (3.5%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 20,713,273/20,713,273 (100.0%) +Types: list:20,713,273 +Null/Empty: empty_arr:20,713,273 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 20,713,273/20,713,273 (100.0%) +Types: bool:20,713,273 +Booleans: true:16,019,297 (77.3%), false:4,693,976 (22.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 20,713,273/20,713,273 (100.0%) +Types: bool:20,713,273 +Booleans: true:0 (0.0%), false:20,713,273 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 20,713,273/20,713,273 (100.0%) +Types: NoneType:20,700,032, str:13,241 +Null/Empty: null:20,700,032, empty_str:80 +String length avg: 11.0 +Unique strings tracked: 12 +Top 5 string values: + 'drawing_and_painting': 3,304 (25.1%) + 'gaming': 2,624 (19.9%) + 'videos': 1,802 (13.7%) + 'photography': 1,537 (11.7%) + 'entertainment': 858 (6.5%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 20,713,273/20,713,273 (100.0%) +Types: NoneType:20,480,305, list:232,968 +Null/Empty: null:20,480,305 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 20,713,273/20,713,273 (100.0%) +Types: bool:20,713,273 +Booleans: true:11,118 (0.1%), false:20,702,155 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 20,713,273/20,713,273 (100.0%) +Types: int:20,713,273 +Numeric values: 20,713,273 total +Numeric range: min:1,567,296,000, max:1,569,887,999, avg:1568594595.4 +Numeric std dev: 744577.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 20,713,273/20,713,273 (100.0%) +Types: NoneType:20,688,780, str:24,493 +Null/Empty: null:20,688,780 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 24,493 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 20,713,273/20,713,273 (100.0%) +Types: NoneType:20,648,878, str:64,395 +Null/Empty: null:20,648,878 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 64,346 (99.9%) + 'admin': 49 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 20,713,273/20,713,273 (100.0%) +Types: str:20,713,273 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 1,184 (0.0%) + 'v.redd.it': 115 (0.0%) + 'i.imgur.com': 85 (0.0%) + 'youtube.com': 77 (0.0%) + 'gfycat.com': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 20,713,273/20,713,273 (100.0%) +Types: bool:20,182,890, int:530,383 +Booleans: true:0 (0.0%), false:20,182,890 (100.0%) +Numeric values: 530,383 total +Numeric range: min:1,567,296,256, max:1,586,182,026, avg:1568866559.9 +Numeric std dev: 1620292.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 20,713,273/20,713,273 (100.0%) +Types: int:20,713,273 +Numeric values: 20,713,273 total +Numeric range: min:0, max:165, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 27 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 20,713,273/20,713,273 (100.0%) +Types: dict:20,713,273 +Null/Empty: empty_obj:20,641,328 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 20,713,273/20,713,273 (100.0%) +Types: bool:20,713,273 +Booleans: true:0 (0.0%), false:20,713,273 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 20,713,273/20,713,273 (100.0%) +Types: str:20,713,273 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'cy2zlt': 1 (0.0%) + 'cy2zlu': 1 (0.0%) + 'cy2zlv': 1 (0.0%) + 'cy2zlw': 1 (0.0%) + 'cy2zlx': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 20,713,273/20,713,273 (100.0%) +Types: bool:20,713,273 +Booleans: true:11,220,522 (54.2%), false:9,492,751 (45.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 20,713,273/20,713,273 (100.0%) +Types: bool:20,713,273 +Booleans: true:2 (0.0%), false:20,713,271 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 20,713,273/20,713,273 (100.0%) +Types: bool:20,713,273 +Booleans: true:86,600 (0.4%), false:20,626,673 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 20,713,273/20,713,273 (100.0%) +Types: bool:20,713,273 +Booleans: true:6,578,534 (31.8%), false:14,134,739 (68.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 20,713,273/20,713,273 (100.0%) +Types: bool:20,713,273 +Booleans: true:11,326,241 (54.7%), false:9,387,032 (45.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 20,713,273/20,713,273 (100.0%) +Types: bool:20,713,273 +Booleans: true:9,089,301 (43.9%), false:11,623,972 (56.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 20,713,273/20,713,273 (100.0%) +Types: bool:20,713,273 +Booleans: true:395,418 (1.9%), false:20,317,855 (98.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 20,713,273/20,713,273 (100.0%) +Types: str:20,713,273 +Null/Empty: empty_str:18,547,035 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 477 (0.0%) + '#ffb000': 380 (0.0%) + '#ea0027': 375 (0.0%) + '#0079d3': 314 (0.0%) + '#edeff1': 260 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 20,713,273/20,713,273 (100.0%) +Types: NoneType:15,926,088, str:4,787,185 +Null/Empty: null:15,926,088, empty_str:1,364,908 +String length avg: 6.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 131 (0.0%) + 'question': 98 (0.0%) + 'unclaimed': 71 (0.0%) + 'meme': 68 (0.0%) + 'other': 66 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 20,713,273/20,713,273 (100.0%) +Types: list:20,713,273 +Null/Empty: empty_arr:18,079,014 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 20,713,273/20,713,273 (100.0%) +Types: NoneType:15,782,953, str:4,930,320 +Null/Empty: null:15,782,953, empty_str:481 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 98 (0.0%) + 'Question': 66 (0.0%) + 'Meme': 45 (0.0%) + 'Unclaimed': 30 (0.0%) + 'Image': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 20,713,273/20,713,273 (100.0%) +Types: str:20,713,273 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 19,296,849 (93.2%) + 'light': 1,416,424 (6.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 20,713,273/20,713,273 (100.0%) +Types: str:20,713,273 +String length avg: 4.5 +Unique strings tracked: 2 +String values distribution: + 'text': 18,079,014 (87.3%) + 'richtext': 2,634,259 (12.7%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 20,713,273/20,713,273 (100.0%) +Types: bool:20,713,273 +Booleans: true:334,803 (1.6%), false:20,378,470 (98.4%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 20,713,273/20,713,273 (100.0%) +Types: NoneType:18,959,571, dict:1,753,702 +Null/Empty: null:18,959,571 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 20,713,273/20,713,273 (100.0%) +Types: dict:20,713,273 +Null/Empty: empty_obj:19,353,868 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 20,713,273/20,713,273 (100.0%) +Types: bool:20,713,273 +Booleans: true:146 (0.0%), false:20,713,127 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 20,713,273/20,713,273 (100.0%) +Types: bool:20,713,273 +Booleans: true:12,076,988 (58.3%), false:8,636,285 (41.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 20,713,273/20,713,273 (100.0%) +Types: int:20,713,273 +Numeric values: 20,713,273 total +Numeric range: min:0, max:100,014, avg:6.3 +Numeric std dev: 91.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 20,713,273/20,713,273 (100.0%) +Types: int:20,713,273 +Numeric values: 20,713,273 total +Numeric range: min:0, max:406, avg:0.0 +Numeric std dev: 0.6 +Unique numbers tracked: 138 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 20,713,273/20,713,273 (100.0%) +Types: bool:20,713,273 +Booleans: true:2,509,036 (12.1%), false:18,204,237 (87.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 20,713,273/20,713,273 (100.0%) +Types: str:15,564,036, NoneType:5,149,237 +Null/Empty: null:5,149,237 +String length avg: 8.0 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 8,752,215 (56.2%) + 'some_ads': 3,990,523 (25.6%) + 'promo_adult_nsfw': 1,331,877 (8.6%) + 'no_ads': 1,094,842 (7.0%) + 'house_only': 377,271 (2.4%) + 'promo_all': 17,308 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 20,713,273/20,713,273 (100.0%) +Types: str:20,713,273 +String length avg: 66.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/YellowOnlineUnion/comments/cy2zlt/last_ditch_ef...': 1 (0.0%) + '/r/TheGreenArmy/comments/cy2zlu/emu_gang/': 1 (0.0%) + '/r/BBQ/comments/cy2zlv/my_g/': 1 (0.0%) + '/r/Memes_Of_The_Dank/comments/cy2zlw/an_excerpt_fr...': 1 (0.0%) + '/r/DgitalGamer/comments/cy2zlx/deals_list_xbox_one...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 20,713,273/20,713,273 (100.0%) +Types: bool:20,713,273 +Booleans: true:0 (0.0%), false:20,713,273 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 20,713,273/20,713,273 (100.0%) +Types: int:15,564,036, NoneType:5,149,237 +Null/Empty: null:5,149,237 +Numeric values: 15,564,036 total +Numeric range: min:0, max:7, avg:5.5 +Numeric std dev: 2.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 8,752,215 (56.2%) + 7: 3,990,523 (25.6%) + 3: 1,331,877 (8.6%) + 0: 1,094,842 (7.0%) + 1: 377,271 (2.4%) + 5: 17,308 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 20,713,273/20,713,273 (100.0%) +Types: bool:20,713,273 +Booleans: true:96,726 (0.5%), false:20,616,547 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 20,713,273/20,713,273 (100.0%) +Types: NoneType:20,707,928, str:5,345 +Null/Empty: null:20,707,928 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 5,345 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 20,713,273/20,713,273 (100.0%) +Types: NoneType:20,713,273 +Null/Empty: null:20,713,273 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 20,713,273/20,713,273 (100.0%) +Types: NoneType:20,189,324, str:523,949 +Null/Empty: null:20,189,324 +String length avg: 7.0 +Unique strings tracked: 8 +String values distribution: + 'deleted': 406,329 (77.6%) + 'reddit': 81,666 (15.6%) + 'moderator': 32,106 (6.1%) + 'author': 2,102 (0.4%) + 'copyright_takedown': 1,621 (0.3%) + 'anti_evil_ops': 85 (0.0%) + 'content_takedown': 30 (0.0%) + 'automod_filtered': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 20,713,273/20,713,273 (100.0%) +Types: int:20,713,273 +Numeric values: 20,713,273 total +Numeric range: min:1,585,966,233, max:1,589,390,808, avg:1586085687.7 +Numeric std dev: 106665.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 20,713,273/20,713,273 (100.0%) +Types: int:20,713,273 +Numeric values: 20,713,273 total +Numeric range: min:0, max:220,425, avg:87.8 +Numeric std dev: 1204.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 20,713,273/20,713,273 (100.0%) +Types: NoneType:18,959,571, dict:1,753,702 +Null/Empty: null:18,959,571 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 20,713,273/20,713,273 (100.0%) +Types: dict:20,713,273 +Null/Empty: empty_obj:19,353,868 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 20,713,273/20,713,273 (100.0%) +Types: str:20,713,273 +Null/Empty: empty_str:9,808,273 +String length avg: 235.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,171 (0.0%) + '[removed]': 782 (0.0%) + 'Plays sports+++ +High school+++ +Straight/curious+++...': 2 (0.0%) + 'Praise The Legendary Game Developer Todd Howard': 2 (0.0%) + 'Must be 18-60 years old. + +Can be any shape or siz...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 20,713,273/20,713,273 (100.0%) +Types: bool:20,713,273 +Booleans: true:18,657,740 (90.1%), false:2,055,533 (9.9%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 20,713,273/20,713,273 (100.0%) +Types: bool:20,713,273 +Booleans: true:110,721 (0.5%), false:20,602,552 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 20,713,273/20,713,273 (100.0%) +Types: bool:20,713,273 +Booleans: true:8,861 (0.0%), false:20,704,412 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 20,713,273/20,713,273 (100.0%) +Types: str:20,713,273 +String length avg: 11.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'dankmemes': 27 (0.0%) + 'AskReddit': 21 (0.0%) + 'memes': 18 (0.0%) + 'teenagers': 17 (0.0%) + 'PewdiepieSubmissions': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 20,713,273/20,713,273 (100.0%) +Types: str:20,713,273 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2zmfe': 27 (0.0%) + 't5_2qh1i': 21 (0.0%) + 't5_2qjpg': 18 (0.0%) + 't5_2rjli': 17 (0.0%) + 't5_3m0tc': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 20,713,273/20,713,273 (100.0%) +Types: str:20,713,273 +String length avg: 13.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/dankmemes': 27 (0.0%) + 'r/AskReddit': 21 (0.0%) + 'r/memes': 18 (0.0%) + 'r/teenagers': 17 (0.0%) + 'r/PewdiepieSubmissions': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 20,713,273/20,713,273 (100.0%) +Types: int:20,713,273 +Numeric values: 20,713,273 total +Numeric range: min:0, max:54,890,711, avg:1798142.6 +Numeric std dev: 5518452.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 20,713,273/20,713,273 (100.0%) +Types: str:20,713,273 +String length avg: 6.2 +Unique strings tracked: 4 +String values distribution: + 'public': 17,988,656 (86.8%) + 'restricted': 1,743,640 (8.4%) + 'user': 980,975 (4.7%) + 'gold_restricted': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 20,713,273/20,713,273 (100.0%) +Types: NoneType:17,043,072, str:3,670,201 +Null/Empty: null:17,043,072 +String length avg: 4.4 +Unique strings tracked: 8 +String values distribution: + 'top': 1,081,365 (29.5%) + 'qa': 989,231 (27.0%) + 'confidence': 880,486 (24.0%) + 'new': 663,416 (18.1%) + 'old': 40,324 (1.1%) + 'live': 8,091 (0.2%) + 'controversial': 6,980 (0.2%) + 'random': 308 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 20,713,273/20,713,273 (100.0%) +Types: str:20,713,273 +Null/Empty: empty_str:777 +String length avg: 26.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,636 (0.0%) + 'self': 731 (0.0%) + 'nsfw': 257 (0.0%) + 'image': 42 (0.0%) + 'spoiler': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 20,713,273/20,713,273 (100.0%) +Types: str:20,713,273 +String length avg: 56.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'its ok babe': 8 (0.0%) + 'Last Ditch Effort': 7 (0.0%) + 'Que a rola esteja com eles': 5 (0.0%) + 'Thick newbie w. big tits loves BBC': 5 (0.0%) + 'Soul Work in Progress': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 20,713,273/20,713,273 (100.0%) +Types: int:20,713,273 +Numeric values: 20,713,273 total +Numeric range: min:0, max:577, avg:0.0 +Numeric std dev: 0.2 +Unique numbers tracked: 62 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 20,713,273/20,713,273 (100.0%) +Types: str:20,713,273 +String length avg: 68.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://gfycat.com/thornyblandchuckwalla': 5 (0.0%) + 'https://open.spotify.com/playlist/2dfwTTvRfnDQrzpT...': 3 (0.0%) + 'https://youtu.be/Jkla-tfsDQI': 3 (0.0%) + 'https://v.redd.it/kr31cqt3ytj31': 3 (0.0%) + 'https://encrypted-tbn0.gstatic.com/images?q=tbn:AN...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 20,713,273/20,713,273 (100.0%) +Types: str:15,564,036, NoneType:5,149,237 +Null/Empty: null:5,149,237 +String length avg: 8.1 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 8,698,935 (55.9%) + 'some_ads': 3,976,545 (25.5%) + 'promo_adult_nsfw': 1,399,242 (9.0%) + 'no_ads': 1,094,842 (7.0%) + 'house_only': 377,271 (2.4%) + 'promo_all': 17,201 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 20,713,273/20,713,273 (100.0%) +Types: int:15,564,036, NoneType:5,149,237 +Null/Empty: null:5,149,237 +Numeric values: 15,564,036 total +Numeric range: min:0, max:7, avg:5.4 +Numeric std dev: 2.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 8,698,935 (55.9%) + 7: 3,976,545 (25.5%) + 3: 1,399,242 (9.0%) + 0: 1,094,842 (7.0%) + 1: 377,271 (2.4%) + 5: 17,201 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 20,712,496/20,713,273 (100.0%) +Types: int:11,175,133, NoneType:9,537,363 +Null/Empty: null:9,537,363 +Numeric values: 11,175,133 total +Numeric range: min:0, max:140, avg:114.2 +Numeric std dev: 28.1 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 20,712,496/20,713,273 (100.0%) +Types: int:11,175,133, NoneType:9,537,363 +Null/Empty: null:9,537,363 +Numeric values: 11,175,133 total +Numeric range: min:0, max:140, avg:139.6 +Numeric std dev: 5.3 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 16,090,667/20,713,273 (77.7%) +Types: int:16,087,867, NoneType:2,800 +Null/Empty: null:2,800 +Numeric values: 16,087,867 total +Numeric range: min:1,118,030,400, max:1,569,887,857, avg:1512596850.9 +Numeric std dev: 67824065.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 16,090,667/20,713,273 (77.7%) +Types: list:16,090,667 +Null/Empty: empty_arr:15,005,939 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 16,090,667/20,713,273 (77.7%) +Types: str:16,090,667 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 15,005,939 (93.3%) + 'richtext': 1,084,728 (6.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 16,090,667/20,713,273 (77.7%) +Types: str:16,090,667 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6ot64': 12 (0.0%) + 't2_16l0g7': 12 (0.0%) + 't2_bcevk': 10 (0.0%) + 't2_24gn7tra': 8 (0.0%) + 't2_jgybq5q': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 16,090,667/20,713,273 (77.7%) +Types: bool:16,090,667 +Booleans: true:0 (0.0%), false:16,090,667 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 16,090,667/20,713,273 (77.7%) +Types: bool:16,090,667 +Booleans: true:466,075 (2.9%), false:15,624,592 (97.1%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 7,276,959/20,713,273 (35.1%) +Types: str:7,276,959 +String length avg: 5.4 +Unique strings tracked: 6 +String values distribution: + 'image': 3,844,506 (52.8%) + 'link': 2,049,753 (28.2%) + 'rich:video': 670,371 (9.2%) + 'self': 455,071 (6.3%) + 'hosted:video': 257,064 (3.5%) + 'video': 194 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 7,276,959/20,713,273 (35.1%) +Types: dict:7,276,959 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 3,784,597/20,713,273 (18.3%) +Types: str:3,784,597 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 25 (0.0%) + 'c586b3f8-a829-11e8-a989-0e2de87d12c0': 20 (0.0%) + '68e40d50-6435-11e2-97c8-12313b0c247a': 17 (0.0%) + '6b01166e-6435-11e2-a77a-12313d051e91': 16 (0.0%) + '855d88d0-845f-11e3-8645-12313d18400c': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 800,246/20,713,273 (3.9%) +Types: str:800,246 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_cy2zng': 16 (0.0%) + 't3_cxz4aa': 11 (0.0%) + 't3_cy0xgd': 6 (0.0%) + 't3_cy1olz': 6 (0.0%) + 't3_cy3n1v': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 800,246/20,713,273 (3.9%) +Types: list:800,246 +Null/Empty: empty_arr:22,907 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 222,538/20,713,273 (1.1%) +Types: dict:155,030, NoneType:67,508 +Null/Empty: null:67,508 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 67,468/20,713,273 (0.3%) +Types: bool:67,468 +Booleans: true:67,468 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 23,624/20,713,273 (0.1%) +Types: NoneType:23,624 +Null/Empty: null:23,624 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 23,624/20,713,273 (0.1%) +Types: NoneType:23,624 +Null/Empty: null:23,624 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 23,624/20,713,273 (0.1%) +Types: str:23,533, NoneType:91 +Null/Empty: null:91 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_44ejii3g': 388 (1.6%) + 't2_4gouajjt': 237 (1.0%) + 't2_4ie5rlr8': 219 (0.9%) + 't2_4ej70gox': 117 (0.5%) + 't2_1fhbul8q': 114 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 23,624/20,713,273 (0.1%) +Types: str:18,623, NoneType:5,001 +Null/Empty: null:5,001, empty_str:6 +String length avg: 18.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'got.gtarcade.com': 557 (3.0%) + 'v3m.gtarcade.com': 309 (1.7%) + 'itunes.apple.com': 294 (1.6%) + 'divinity.game': 251 (1.3%) + 'gtarcade.com': 186 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 23,624/20,713,273 (0.1%) +Types: NoneType:23,551, str:73 +Null/Empty: null:23,551 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'iframe': 69 (94.5%) + 'scrape': 4 (5.5%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 23,624/20,713,273 (0.1%) +Types: NoneType:23,551, str:73 +Null/Empty: null:23,551 +String length avg: 39.8 +Unique strings tracked: 10 +String values distribution: + 'https://d2n94wep25xhn0.cloudfront.net': 59 (80.8%) + 'https://d2n94wep25xhn0.cloudfront.net/': 3 (4.1%) + 'http://honda-racing.s3-website-us-east-1.amazonaws...': 2 (2.7%) + 'https://dlu2omx6sd17u.cloudfront.net/': 2 (2.7%) + 'https://d2n94wep25xhn0.cloudfront.net/?rdt_cid=268...': 2 (2.7%) + 'https://dywhoqbpxoexa.cloudfront.net/index.html': 1 (1.4%) + 'https://www.twitch.tv/drlupo': 1 (1.4%) + 'https://open.spotify.com/playlist/6WmLtbWzfH0X2wZH...': 1 (1.4%) + 'https://open.spotify.com/album/0ptlfJfwGTy0Yvrk14J...': 1 (1.4%) + 'https://www.twitch.tv/maven?tt_content=text_link&a...': 1 (1.4%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 23,624/20,713,273 (0.1%) +Types: list:23,624 +Null/Empty: empty_arr:23,624 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 23,624/20,713,273 (0.1%) +Types: list:23,624 +Null/Empty: empty_arr:23,624 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 23,624/20,713,273 (0.1%) +Types: str:23,624 +String length avg: 90.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://apps.apple.com/us/app/bubble-shooter-pop-b...': 14 (0.1%) + 'https://www.cricketreturns.com/': 13 (0.1%) + 'https://www.japanswitch.com': 12 (0.1%) + 'https://kandoor.nl/blog/korten-pensioenen-2/': 12 (0.1%) + 'https://snekpit.com': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 23,624/20,713,273 (0.1%) +Types: bool:23,624 +Booleans: true:0 (0.0%), false:23,624 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 23,624/20,713,273 (0.1%) +Types: str:23,624 +Null/Empty: empty_str:4,211 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/95ys_hN_Mxti...': 10 (0.1%) + 'https://reddit-image.s3.amazonaws.com/zNge-4SsRAgI...': 9 (0.0%) + 'https://reddit-image.s3.amazonaws.com/SuXEonoUFvyq...': 9 (0.0%) + 'https://reddit-image.s3.amazonaws.com/9SArOKsHEJNE...': 9 (0.0%) + 'https://reddit-image.s3.amazonaws.com/ffMQkVwvK8h4...': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 23,624/20,713,273 (0.1%) +Types: NoneType:23,624 +Null/Empty: null:23,624 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 23,624/20,713,273 (0.1%) +Types: dict:23,624 +Null/Empty: empty_obj:23,624 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 23,624/20,713,273 (0.1%) +Types: NoneType:23,624 +Null/Empty: null:23,624 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 23,624/20,713,273 (0.1%) +Types: bool:23,624 +Booleans: true:23,624 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 23,624/20,713,273 (0.1%) +Types: NoneType:23,624 +Null/Empty: null:23,624 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 23,624/20,713,273 (0.1%) +Types: NoneType:23,624 +Null/Empty: null:23,624 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 23,624/20,713,273 (0.1%) +Types: NoneType:23,624 +Null/Empty: null:23,624 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 23,624/20,713,273 (0.1%) +Types: bool:23,624 +Booleans: true:23,624 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 23,624/20,713,273 (0.1%) +Types: list:23,624 +Null/Empty: empty_arr:22,338 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 23,624/20,713,273 (0.1%) +Types: NoneType:23,624 +Null/Empty: null:23,624 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 23,624/20,713,273 (0.1%) +Types: NoneType:23,624 +Null/Empty: null:23,624 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 21,025/20,713,273 (0.1%) +Types: str:21,025 +Null/Empty: empty_str:11 +String length avg: 8.5 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 6,062 (28.8%) + 'Sign Up': 4,358 (20.7%) + 'Play Now': 2,957 (14.1%) + 'Shop Now': 2,886 (13.7%) + 'View More': 1,172 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 20,878/20,713,273 (0.1%) +Types: list:20,878 +Null/Empty: empty_arr:20,878 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 20,878/20,713,273 (0.1%) +Types: float:20,878 +Numeric values: 20,878 total +Numeric range: min:0.07, max:1.0, avg:1.0 +Numeric std dev: 0.1 +Unique numbers tracked: 80 + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 3,920/20,713,273 (0.0%) +Types: list:3,920 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,342/20,713,273 (0.0%) +Types: float:1,342 +Numeric values: 1,342 total +Numeric range: min:1,567,321,140.0, max:4,101,217,200.0, avg:1571570106.4 +Numeric std dev: 70051221.4 +Unique numbers tracked: 894 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,342/20,713,273 (0.0%) +Types: bool:1,342 +Booleans: true:0 (0.0%), false:1,342 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,342/20,713,273 (0.0%) +Types: float:1,342 +Numeric values: 1,342 total +Numeric range: min:1,567,306,740.0, max:4,101,202,800.0, avg:1571523811.4 +Numeric std dev: 70052202.2 +Unique numbers tracked: 883 + +================================================================================ + +================================================================================ +FILE: RS_2019-10.jsonl +Analysis Time: 2026-01-15 13:47:33 +================================================================================ +Total lines: 21,695,713 +Processed lines: 21,695,713 +Total unique fields: 117 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 21,695,713/21,695,713 (100.0%) +Types: list:21,695,713 +Null/Empty: empty_arr:21,619,200 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 21,695,713/21,695,713 (100.0%) +Types: bool:21,695,713 +Booleans: true:984,000 (4.5%), false:20,711,713 (95.5%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 21,695,713/21,695,713 (100.0%) +Types: bool:21,695,713 +Booleans: true:6,748,602 (31.1%), false:14,947,111 (68.9%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 21,695,713/21,695,713 (100.0%) +Types: str:21,695,713 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 346 (0.0%) + 'BirdieBroBot': 74 (0.0%) + 'classicgirl3': 13 (0.0%) + 'sharewithme': 13 (0.0%) + 'barbdonlonpt': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 21,695,713/21,695,713 (100.0%) +Types: NoneType:15,675,403, str:6,020,310 +Null/Empty: null:15,675,403, empty_str:5,336,479 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 9,089 (1.3%) + '#dadada': 2,532 (0.4%) + '#edeff1': 2,484 (0.4%) + '#ffb000': 2,061 (0.3%) + '#ea0027': 1,024 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 21,695,713/21,695,713 (100.0%) +Types: NoneType:20,452,277, str:1,243,436 +Null/Empty: null:20,452,277, empty_str:87,877 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ver': 32 (0.0%) + 'bronze': 29 (0.0%) + 'green tier2': 25 (0.0%) + 'default': 22 (0.0%) + 'green': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 21,695,713/21,695,713 (100.0%) +Types: NoneType:20,233,031, str:1,462,682 +Null/Empty: null:20,233,031 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9c55f91a-4787-11e8-8f3f-0e5cfca4e85c': 56 (0.0%) + '0e8e4996-604b-11ea-bd19-0eedcb93a73d': 31 (0.0%) + '5118afd4-dbdc-11e9-8e22-0e2f46c733de': 18 (0.0%) + '6d903666-582c-11e9-abcf-0e5e9f22a72e': 16 (0.0%) + '98e1bd84-6d1d-11e9-9c20-0e2f1d7746a8': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 21,695,713/21,695,713 (100.0%) +Types: NoneType:19,640,712, str:2,055,001 +Null/Empty: null:19,640,712, empty_str:165,435 +String length avg: 16.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 39 (0.0%) + 'BOT': 29 (0.0%) + '☣️ INFECTED ☣️': 21 (0.0%) + '16': 17 (0.0%) + 'r/IndiaSpeaks': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 21,695,713/21,695,713 (100.0%) +Types: NoneType:14,898,061, str:6,797,652 +Null/Empty: null:14,898,061, empty_str:24,411 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 6,533,057 (96.5%) + 'light': 240,184 (3.5%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 21,695,713/21,695,713 (100.0%) +Types: list:21,695,713 +Null/Empty: empty_arr:21,695,713 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 21,695,713/21,695,713 (100.0%) +Types: bool:21,695,713 +Booleans: true:16,901,533 (77.9%), false:4,794,180 (22.1%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 21,695,713/21,695,713 (100.0%) +Types: bool:21,695,713 +Booleans: true:0 (0.0%), false:21,695,713 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 21,695,713/21,695,713 (100.0%) +Types: NoneType:21,685,282, str:10,431 +Null/Empty: null:21,685,282, empty_str:75 +String length avg: 12.1 +Unique strings tracked: 12 +Top 5 string values: + 'drawing_and_painting': 3,556 (34.3%) + 'gaming': 2,348 (22.7%) + 'photography': 1,316 (12.7%) + 'videos': 981 (9.5%) + 'animals': 754 (7.3%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 21,695,713/21,695,713 (100.0%) +Types: NoneType:21,458,618, list:237,095 +Null/Empty: null:21,458,618 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 21,695,713/21,695,713 (100.0%) +Types: bool:21,695,713 +Booleans: true:10,624 (0.0%), false:21,685,089 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 21,695,713/21,695,713 (100.0%) +Types: int:21,695,713 +Numeric values: 21,695,713 total +Numeric range: min:1,569,888,000, max:1,572,566,399, avg:1571231574.8 +Numeric std dev: 773416.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 21,695,713/21,695,713 (100.0%) +Types: NoneType:21,681,628, str:14,085 +Null/Empty: null:21,681,628 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 14,085 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 21,695,713/21,695,713 (100.0%) +Types: NoneType:21,625,859, str:69,854 +Null/Empty: null:21,625,859 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 69,809 (99.9%) + 'admin': 45 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 21,695,713/21,695,713 (100.0%) +Types: str:21,695,713 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 1,014 (0.0%) + 'twitter.com': 94 (0.0%) + 'i.imgur.com': 91 (0.0%) + 'v.redd.it': 80 (0.0%) + 'youtube.com': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 21,695,713/21,695,713 (100.0%) +Types: bool:21,153,338, int:542,375 +Booleans: true:0 (0.0%), false:21,153,338 (100.0%) +Numeric values: 542,375 total +Numeric range: min:1,569,888,090, max:1,586,440,779, avg:1571493708.9 +Numeric std dev: 1501475.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 21,695,713/21,695,713 (100.0%) +Types: int:21,695,713 +Numeric values: 21,695,713 total +Numeric range: min:0, max:108, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 32 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 21,695,713/21,695,713 (100.0%) +Types: dict:21,695,713 +Null/Empty: empty_obj:21,621,899 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 21,695,713/21,695,713 (100.0%) +Types: bool:21,695,713 +Booleans: true:0 (0.0%), false:21,695,713 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 21,695,713/21,695,713 (100.0%) +Types: str:21,695,713 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'cyzv8k': 1 (0.0%) + 'czfhrf': 1 (0.0%) + 'czkvpm': 1 (0.0%) + 'd1tpq0': 1 (0.0%) + 'd6iwor': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 21,695,713/21,695,713 (100.0%) +Types: bool:21,695,713 +Booleans: true:11,758,087 (54.2%), false:9,937,626 (45.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 21,695,713/21,695,713 (100.0%) +Types: bool:21,695,713 +Booleans: true:4 (0.0%), false:21,695,709 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 21,695,713/21,695,713 (100.0%) +Types: bool:21,695,713 +Booleans: true:86,034 (0.4%), false:21,609,679 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 21,695,713/21,695,713 (100.0%) +Types: bool:21,695,713 +Booleans: true:6,735,457 (31.0%), false:14,960,256 (69.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 21,695,713/21,695,713 (100.0%) +Types: bool:21,695,713 +Booleans: true:11,881,345 (54.8%), false:9,814,368 (45.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 21,695,713/21,695,713 (100.0%) +Types: bool:21,695,713 +Booleans: true:9,647,259 (44.5%), false:12,048,454 (55.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 21,695,713/21,695,713 (100.0%) +Types: bool:21,695,713 +Booleans: true:416,680 (1.9%), false:21,279,033 (98.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 21,695,713/21,695,713 (100.0%) +Types: str:21,695,713 +Null/Empty: empty_str:19,350,723 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 545 (0.0%) + '#edeff1': 419 (0.0%) + '#0079d3': 376 (0.0%) + '#ea0027': 337 (0.0%) + '#ffb000': 300 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 21,695,713/21,695,713 (100.0%) +Types: NoneType:16,622,696, str:5,073,017 +Null/Empty: null:16,622,696, empty_str:1,494,698 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 149 (0.0%) + 'question': 140 (0.0%) + 'meme': 72 (0.0%) + 'help': 60 (0.0%) + 'other': 59 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 21,695,713/21,695,713 (100.0%) +Types: list:21,695,713 +Null/Empty: empty_arr:18,907,435 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 21,695,713/21,695,713 (100.0%) +Types: NoneType:16,451,074, str:5,244,639 +Null/Empty: null:16,451,074, empty_str:607 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 109 (0.0%) + 'Question': 87 (0.0%) + 'Meme': 39 (0.0%) + 'Other': 32 (0.0%) + 'PS4': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 21,695,713/21,695,713 (100.0%) +Types: str:21,695,713 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 20,191,868 (93.1%) + 'light': 1,503,845 (6.9%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 21,695,713/21,695,713 (100.0%) +Types: str:21,695,713 +String length avg: 4.5 +Unique strings tracked: 2 +String values distribution: + 'text': 18,907,435 (87.1%) + 'richtext': 2,788,278 (12.9%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 21,695,713/21,695,713 (100.0%) +Types: bool:21,695,713 +Booleans: true:337,135 (1.6%), false:21,358,578 (98.4%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 21,695,713/21,695,713 (100.0%) +Types: NoneType:19,865,467, dict:1,830,246 +Null/Empty: null:19,865,467 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 21,695,713/21,695,713 (100.0%) +Types: dict:21,695,713 +Null/Empty: empty_obj:20,281,172 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 21,695,713/21,695,713 (100.0%) +Types: bool:21,695,713 +Booleans: true:237 (0.0%), false:21,695,476 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 21,695,713/21,695,713 (100.0%) +Types: bool:21,695,713 +Booleans: true:12,597,438 (58.1%), false:9,098,275 (41.9%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 21,695,713/21,695,713 (100.0%) +Types: int:21,695,713 +Numeric values: 21,695,713 total +Numeric range: min:0, max:100,004, avg:6.4 +Numeric std dev: 94.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 21,695,713/21,695,713 (100.0%) +Types: int:21,695,713 +Numeric values: 21,695,713 total +Numeric range: min:0, max:788, avg:0.0 +Numeric std dev: 0.7 +Unique numbers tracked: 149 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 21,695,713/21,695,713 (100.0%) +Types: bool:21,695,713 +Booleans: true:2,778,444 (12.8%), false:18,917,269 (87.2%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 21,695,713/21,695,713 (100.0%) +Types: str:15,942,493, NoneType:5,753,220 +Null/Empty: null:5,753,220 +String length avg: 8.1 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 8,790,116 (55.1%) + 'some_ads': 4,156,926 (26.1%) + 'promo_adult_nsfw': 1,424,687 (8.9%) + 'no_ads': 1,173,847 (7.4%) + 'house_only': 378,828 (2.4%) + 'promo_all': 18,089 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 21,695,713/21,695,713 (100.0%) +Types: str:21,695,713 +String length avg: 67.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/TheTerror/comments/cyzv8k/episode_discussion_s0...': 1 (0.0%) + '/r/PostCardExchange/comments/czfhrf/monthly_thank_...': 1 (0.0%) + '/r/Geedis/comments/czkvpm/framingham_historic_cent...': 1 (0.0%) + '/r/TheDeuceHBO/comments/d1tpq0/the_deuce_3x04_they...': 1 (0.0%) + '/r/TrueCrimeOnTV/comments/d6iwor/amanda_knox_docum...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 21,695,713/21,695,713 (100.0%) +Types: bool:21,695,713 +Booleans: true:0 (0.0%), false:21,695,713 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 21,695,713/21,695,713 (100.0%) +Types: int:15,942,493, NoneType:5,753,220 +Null/Empty: null:5,753,220 +Numeric values: 15,942,493 total +Numeric range: min:0, max:7, avg:5.4 +Numeric std dev: 2.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 8,790,116 (55.1%) + 7: 4,156,926 (26.1%) + 3: 1,424,687 (8.9%) + 0: 1,173,847 (7.4%) + 1: 378,828 (2.4%) + 5: 18,089 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 21,695,713/21,695,713 (100.0%) +Types: bool:21,695,713 +Booleans: true:107,130 (0.5%), false:21,588,583 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 21,695,713/21,695,713 (100.0%) +Types: NoneType:21,690,339, str:5,374 +Null/Empty: null:21,690,339 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 5,374 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 21,695,713/21,695,713 (100.0%) +Types: NoneType:21,695,713 +Null/Empty: null:21,695,713 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 21,695,713/21,695,713 (100.0%) +Types: NoneType:21,020,760, str:674,953 +Null/Empty: null:21,020,760 +String length avg: 7.0 +Unique strings tracked: 9 +String values distribution: + 'deleted': 528,299 (78.3%) + 'reddit': 99,818 (14.8%) + 'moderator': 41,743 (6.2%) + 'author': 3,185 (0.5%) + 'copyright_takedown': 1,709 (0.3%) + 'anti_evil_ops': 119 (0.0%) + 'content_takedown': 72 (0.0%) + 'automod_filtered': 7 (0.0%) + 'community_ops': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 21,695,713/21,695,713 (100.0%) +Types: int:21,695,713 +Numeric values: 21,695,713 total +Numeric range: min:1,585,967,139, max:1,586,454,508, avg:1586326405.7 +Numeric std dev: 72632.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 21,695,713/21,695,713 (100.0%) +Types: int:21,695,713 +Numeric values: 21,695,713 total +Numeric range: min:0, max:226,318, avg:87.3 +Numeric std dev: 1209.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 21,695,713/21,695,713 (100.0%) +Types: NoneType:19,865,467, dict:1,830,246 +Null/Empty: null:19,865,467 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 21,695,713/21,695,713 (100.0%) +Types: dict:21,695,713 +Null/Empty: empty_obj:20,281,172 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 21,695,713/21,695,713 (100.0%) +Types: str:21,695,713 +Null/Empty: empty_str:10,219,015 +String length avg: 247.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 969 (0.0%) + '[removed]': 479 (0.0%) + 'Let's grind hard levels and some viewer levels in ...': 4 (0.0%) + 'Me and a few friends are currently hosting 24/7 pe...': 3 (0.0%) + 'Title': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 21,695,713/21,695,713 (100.0%) +Types: bool:21,695,713 +Booleans: true:19,591,943 (90.3%), false:2,103,770 (9.7%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 21,695,713/21,695,713 (100.0%) +Types: bool:21,695,713 +Booleans: true:114,155 (0.5%), false:21,581,558 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 21,695,713/21,695,713 (100.0%) +Types: bool:21,695,713 +Booleans: true:9,158 (0.0%), false:21,686,555 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 21,695,713/21,695,713 (100.0%) +Types: str:21,695,713 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 19 (0.0%) + 'teenagers': 18 (0.0%) + 'memes': 18 (0.0%) + 'dankmemes': 16 (0.0%) + 'PewdiepieSubmissions': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 21,695,713/21,695,713 (100.0%) +Types: str:21,695,713 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 19 (0.0%) + 't5_2rjli': 18 (0.0%) + 't5_2qjpg': 18 (0.0%) + 't5_2zmfe': 16 (0.0%) + 't5_3m0tc': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 21,695,713/21,695,713 (100.0%) +Types: str:21,695,713 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/AskReddit': 19 (0.0%) + 'r/teenagers': 18 (0.0%) + 'r/memes': 18 (0.0%) + 'r/dankmemes': 16 (0.0%) + 'r/PewdiepieSubmissions': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 21,695,713/21,695,713 (100.0%) +Types: int:21,695,713 +Numeric values: 21,695,713 total +Numeric range: min:-1, max:55,086,931, avg:1781514.6 +Numeric std dev: 5505174.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 21,695,713/21,695,713 (100.0%) +Types: str:21,695,713 +String length avg: 6.2 +Unique strings tracked: 6 +String values distribution: + 'public': 18,920,984 (87.2%) + 'restricted': 1,671,079 (7.7%) + 'user': 1,103,646 (5.1%) + 'gold_restricted': 2 (0.0%) + 'archived': 1 (0.0%) + 'private': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 21,695,713/21,695,713 (100.0%) +Types: NoneType:18,035,626, str:3,660,087 +Null/Empty: null:18,035,626 +String length avg: 4.5 +Unique strings tracked: 8 +String values distribution: + 'qa': 1,113,065 (30.4%) + 'confidence': 918,776 (25.1%) + 'top': 890,971 (24.3%) + 'new': 680,194 (18.6%) + 'old': 43,137 (1.2%) + 'controversial': 7,568 (0.2%) + 'live': 6,216 (0.2%) + 'random': 160 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 21,695,713/21,695,713 (100.0%) +Types: str:21,695,713 +Null/Empty: empty_str:795 +String length avg: 25.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,435 (0.0%) + 'self': 865 (0.0%) + 'nsfw': 273 (0.0%) + 'https://a.thumbs.redditmedia.com/5kgvJYoEwzu4K_fQ3...': 66 (0.0%) + 'image': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 21,695,713/21,695,713 (100.0%) +Types: str:21,695,713 +String length avg: 57.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Bernie Sanders: Everybody who knows me knows I hat...': 32 (0.0%) + 'Alexandria Ocasio-Cortez: In 2018, @AOC dared to t...': 13 (0.0%) + 'UFABET &raquo; แทงบอลออนไลน์ บาคาร่าออนไลน์ รั...': 3 (0.0%) + 'Inside the Internet Censorship Conspiracy': 3 (0.0%) + 'Japanese Girl Masturbates and Squirts in a Public ...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 21,695,713/21,695,713 (100.0%) +Types: int:21,695,713 +Numeric values: 21,695,713 total +Numeric range: min:0, max:736, avg:0.0 +Numeric std dev: 0.3 +Unique numbers tracked: 78 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 21,695,713/21,695,713 (100.0%) +Types: str:21,695,713 +String length avg: 69.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://twitter.com/BernieSanders/status/117882055...': 31 (0.0%) + 'https://twitter.com/AOC/status/1178820886591410176': 13 (0.0%) + 'https://www.ufa969.com': 3 (0.0%) + 'https://national-justice.com/plan-censor-internet': 3 (0.0%) + 'https://www.erome.com/a/L02xwA9v': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 21,695,713/21,695,713 (100.0%) +Types: str:15,942,493, NoneType:5,753,220 +Null/Empty: null:5,753,220 +String length avg: 8.1 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 8,732,114 (54.8%) + 'some_ads': 4,140,789 (26.0%) + 'promo_adult_nsfw': 1,498,906 (9.4%) + 'no_ads': 1,173,847 (7.4%) + 'house_only': 378,828 (2.4%) + 'promo_all': 18,009 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 21,695,713/21,695,713 (100.0%) +Types: int:15,942,493, NoneType:5,753,220 +Null/Empty: null:5,753,220 +Numeric values: 15,942,493 total +Numeric range: min:0, max:7, avg:5.4 +Numeric std dev: 2.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 8,732,114 (54.8%) + 7: 4,140,789 (26.0%) + 3: 1,498,906 (9.4%) + 0: 1,173,847 (7.4%) + 1: 378,828 (2.4%) + 5: 18,009 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 21,694,918/21,695,713 (100.0%) +Types: int:11,466,514, NoneType:10,228,404 +Null/Empty: null:10,228,404 +Numeric values: 11,466,514 total +Numeric range: min:0, max:140, avg:113.7 +Numeric std dev: 28.1 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 21,694,918/21,695,713 (100.0%) +Types: int:11,466,514, NoneType:10,228,404 +Null/Empty: null:10,228,404 +Numeric values: 11,466,514 total +Numeric range: min:0, max:140, avg:139.7 +Numeric std dev: 5.2 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 20,994,366/21,695,713 (96.8%) +Types: list:20,994,366 +Null/Empty: empty_arr:20,994,366 + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 16,981,897/21,695,713 (78.3%) +Types: int:16,979,595, NoneType:2,302 +Null/Empty: null:2,302 +Numeric values: 16,979,595 total +Numeric range: min:1,118,030,400, max:1,572,566,307, avg:1515393518.9 +Numeric std dev: 67618583.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 16,981,897/21,695,713 (78.3%) +Types: list:16,981,897 +Null/Empty: empty_arr:15,883,597 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 16,981,897/21,695,713 (78.3%) +Types: str:16,981,897 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 15,883,597 (93.5%) + 'richtext': 1,098,300 (6.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 16,981,897/21,695,713 (78.3%) +Types: str:16,981,897 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_35525v0v': 74 (0.0%) + 't2_1pd0u08w': 13 (0.0%) + 't2_bcevk': 13 (0.0%) + 't2_4p948uih': 9 (0.0%) + 't2_3am1oocq': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 16,981,897/21,695,713 (78.3%) +Types: bool:16,981,897 +Booleans: true:0 (0.0%), false:16,981,897 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 16,981,897/21,695,713 (78.3%) +Types: bool:16,981,897 +Booleans: true:478,879 (2.8%), false:16,503,018 (97.2%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 7,427,463/21,695,713 (34.2%) +Types: str:7,427,463 +String length avg: 5.4 +Unique strings tracked: 6 +String values distribution: + 'image': 3,959,513 (53.3%) + 'link': 2,025,113 (27.3%) + 'rich:video': 705,646 (9.5%) + 'self': 467,165 (6.3%) + 'hosted:video': 269,950 (3.6%) + 'video': 76 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 7,427,463/21,695,713 (34.2%) +Types: dict:7,427,463 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 4,044,632/21,695,713 (18.6%) +Types: str:4,044,632 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 18 (0.0%) + '68e40d50-6435-11e2-97c8-12313b0c247a': 16 (0.0%) + '855d88d0-845f-11e3-8645-12313d18400c': 16 (0.0%) + '998f761c-e3de-11e9-bf4d-0ea0418d75c4': 14 (0.0%) + '9f977b78-a829-11e8-b33f-0ee05f7ae348': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 881,161/21,695,713 (4.1%) +Types: str:881,161 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_dbjkf4': 58 (0.0%) + 't3_dbkush': 19 (0.0%) + 't3_dbcp9e': 15 (0.0%) + 't3_dbjx48': 11 (0.0%) + 't3_dbldzv': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 881,161/21,695,713 (4.1%) +Types: list:881,161 +Null/Empty: empty_arr:23,796 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 288,016/21,695,713 (1.3%) +Types: dict:174,048, NoneType:113,968 +Null/Empty: null:113,968 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 67,280/21,695,713 (0.3%) +Types: bool:67,280 +Booleans: true:67,280 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 22,460/21,695,713 (0.1%) +Types: NoneType:22,460 +Null/Empty: null:22,460 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 22,460/21,695,713 (0.1%) +Types: NoneType:22,460 +Null/Empty: null:22,460 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 22,460/21,695,713 (0.1%) +Types: str:22,341, NoneType:119 +Null/Empty: null:119 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_3l1rruvs': 76 (0.3%) + 't2_2fqrwkqx': 66 (0.3%) + 't2_1hp38gep': 64 (0.3%) + 't2_3kxdezqw': 61 (0.3%) + 't2_4oh2k39a': 59 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 22,460/21,695,713 (0.1%) +Types: str:17,345, NoneType:5,115 +Null/Empty: null:5,115, empty_str:3 +String length avg: 19.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'v3m.gtarcade.com': 212 (1.2%) + 'got.gtarcade.com': 96 (0.6%) + 'itunes.apple.com': 78 (0.4%) + 'stitchfix.com/men': 76 (0.4%) + 'play.google.com': 76 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 22,460/21,695,713 (0.1%) +Types: NoneType:22,417, str:43 +Null/Empty: null:22,417 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'iframe': 40 (93.0%) + 'scrape': 3 (7.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 22,460/21,695,713 (0.1%) +Types: NoneType:22,417, str:43 +Null/Empty: null:22,417 +String length avg: 38.0 +Unique strings tracked: 5 +String values distribution: + 'https://d2n94wep25xhn0.cloudfront.net': 38 (88.4%) + 'https://www.youtube.com/embed/Ycl6uAJoEKA': 2 (4.7%) + 'https://dlu2omx6sd17u.cloudfront.net/': 1 (2.3%) + 'http://d2n94wep25xhn0.cloudfront.net/)': 1 (2.3%) + 'https://www.twitch.tv/rocky?tt_content=text_link&a...': 1 (2.3%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 22,460/21,695,713 (0.1%) +Types: list:22,460 +Null/Empty: empty_arr:22,460 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 22,460/21,695,713 (0.1%) +Types: list:22,460 +Null/Empty: empty_arr:22,460 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 22,460/21,695,713 (0.1%) +Types: str:22,460 +String length avg: 97.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://ad.doubleclick.net/ddm/clk/452404651;25659...': 29 (0.1%) + 'https://www.facebook.com/HK-Business-Online-Bankin...': 26 (0.1%) + 'https://www.stellarx.com/signup': 17 (0.1%) + 'https://best5eller.com/products/blackhead-remover-...': 14 (0.1%) + 'https://www.orangetheoryfitness.com/service/direct...': 13 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 22,460/21,695,713 (0.1%) +Types: bool:22,460 +Booleans: true:0 (0.0%), false:22,460 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 22,460/21,695,713 (0.1%) +Types: str:22,460 +Null/Empty: empty_str:4,055 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/frbDdKz_88DV...': 19 (0.1%) + 'https://reddit-image.s3.amazonaws.com/KoQBceuKwUxu...': 19 (0.1%) + 'https://reddit-image.s3.amazonaws.com/bi5XhzHgPh1l...': 16 (0.1%) + 'https://reddit-image.s3.amazonaws.com/NBobUdmqt7SC...': 15 (0.1%) + 'https://reddit-image.s3.amazonaws.com/ahvrJPrQZaJs...': 12 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 22,460/21,695,713 (0.1%) +Types: NoneType:22,460 +Null/Empty: null:22,460 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 22,460/21,695,713 (0.1%) +Types: dict:22,460 +Null/Empty: empty_obj:22,460 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 22,460/21,695,713 (0.1%) +Types: NoneType:22,460 +Null/Empty: null:22,460 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 22,460/21,695,713 (0.1%) +Types: bool:22,460 +Booleans: true:22,460 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 22,460/21,695,713 (0.1%) +Types: NoneType:22,460 +Null/Empty: null:22,460 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 22,460/21,695,713 (0.1%) +Types: NoneType:22,460 +Null/Empty: null:22,460 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 22,460/21,695,713 (0.1%) +Types: NoneType:22,460 +Null/Empty: null:22,460 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 22,460/21,695,713 (0.1%) +Types: bool:22,460 +Booleans: true:22,460 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 22,460/21,695,713 (0.1%) +Types: list:22,460 +Null/Empty: empty_arr:20,446 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 22,460/21,695,713 (0.1%) +Types: NoneType:22,460 +Null/Empty: null:22,460 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 22,460/21,695,713 (0.1%) +Types: NoneType:22,460 +Null/Empty: null:22,460 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 19,795/21,695,713 (0.1%) +Types: str:19,795 +Null/Empty: empty_str:8 +String length avg: 8.6 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 6,208 (31.4%) + 'Shop Now': 4,107 (20.8%) + 'Sign Up': 2,982 (15.1%) + 'Download': 1,643 (8.3%) + 'Play Now': 1,544 (7.8%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 4,172/21,695,713 (0.0%) +Types: list:4,172 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,847/21,695,713 (0.0%) +Types: float:1,847 +Numeric values: 1,847 total +Numeric range: min:1,567,402,200.0, max:2,518,545,600.0, avg:1572421653.6 +Numeric std dev: 23098942.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,847/21,695,713 (0.0%) +Types: bool:1,847 +Booleans: true:0 (0.0%), false:1,847 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,847/21,695,713 (0.0%) +Types: float:1,847 +Numeric values: 1,847 total +Numeric range: min:1,567,560,600.0, max:2,518,531,200.0, avg:1572377799.8 +Numeric std dev: 23099676.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 1/21,695,713 (0.0%) +Types: dict:1 + +================================================================================ + +================================================================================ +FILE: RS_2019-11.jsonl +Analysis Time: 2026-01-15 14:27:00 +================================================================================ +Total lines: 21,243,315 +Processed lines: 21,243,315 +Total unique fields: 116 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 21,243,315/21,243,315 (100.0%) +Types: list:21,243,315 +Null/Empty: empty_arr:21,159,257 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 21,243,315/21,243,315 (100.0%) +Types: bool:21,243,315 +Booleans: true:905,303 (4.3%), false:20,338,012 (95.7%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 21,243,315/21,243,315 (100.0%) +Types: bool:21,243,315 +Booleans: true:0 (0.0%), false:21,243,315 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 21,243,315/21,243,315 (100.0%) +Types: str:21,243,315 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 367 (0.0%) + 'RaeFabiano': 28 (0.0%) + 'aaronp613': 23 (0.0%) + 'Veritye': 21 (0.0%) + 'sharewithme': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 21,243,315/21,243,315 (100.0%) +Types: NoneType:15,395,965, str:5,847,350 +Null/Empty: null:15,395,965, empty_str:5,170,658 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 7,610 (1.1%) + '#dadada': 2,213 (0.3%) + '#edeff1': 1,772 (0.3%) + '#ffb000': 1,495 (0.2%) + '#ea0027': 950 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 21,243,315/21,243,315 (100.0%) +Types: NoneType:20,023,858, str:1,219,457 +Null/Empty: null:20,023,858, empty_str:91,087 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'write-your-own': 39 (0.0%) + 'text': 23 (0.0%) + 'MURICA': 22 (0.0%) + 'default': 21 (0.0%) + 'ver': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 21,243,315/21,243,315 (100.0%) +Types: NoneType:19,795,944, str:1,447,371 +Null/Empty: null:19,795,944 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0e8e4996-604b-11ea-bd19-0eedcb93a73d': 30 (0.0%) + 'e4cc8cb4-b30c-11e7-bb54-0e14cb94ffa8': 27 (0.0%) + 'ef54aab6-9bc7-11e1-a725-12313b0c247a': 23 (0.0%) + 'ec0eee20-9bc7-11e1-83d5-12313b088941': 20 (0.0%) + 'ee2caff8-9bc7-11e1-bb7b-12313b07b651': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 21,243,315/21,243,315 (100.0%) +Types: NoneType:19,230,802, str:2,012,513 +Null/Empty: null:19,230,802, empty_str:151,489 +String length avg: 16.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 28 (0.0%) + '☣️ INFECTED ☣️': 23 (0.0%) + '15': 19 (0.0%) + '16': 18 (0.0%) + '14': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 21,243,315/21,243,315 (100.0%) +Types: NoneType:14,626,439, str:6,616,876 +Null/Empty: null:14,626,439, empty_str:22,743 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 6,355,421 (96.4%) + 'light': 238,712 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 21,243,315/21,243,315 (100.0%) +Types: list:21,243,315 +Null/Empty: empty_arr:21,243,315 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 21,243,315/21,243,315 (100.0%) +Types: bool:21,243,315 +Booleans: true:16,601,565 (78.1%), false:4,641,750 (21.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 21,243,315/21,243,315 (100.0%) +Types: bool:21,243,315 +Booleans: true:0 (0.0%), false:21,243,315 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 21,243,315/21,243,315 (100.0%) +Types: NoneType:21,234,562, str:8,753 +Null/Empty: null:21,234,562, empty_str:75 +String length avg: 12.3 +Unique strings tracked: 12 +Top 5 string values: + 'drawing_and_painting': 3,013 (34.7%) + 'gaming': 2,040 (23.5%) + 'photography': 1,325 (15.3%) + 'animals': 699 (8.1%) + 'videos': 541 (6.2%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 21,243,315/21,243,315 (100.0%) +Types: NoneType:21,024,447, list:218,868 +Null/Empty: null:21,024,447 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 21,243,315/21,243,315 (100.0%) +Types: bool:21,243,315 +Booleans: true:9,800 (0.0%), false:21,233,515 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 21,243,315/21,243,315 (100.0%) +Types: int:21,243,315 +Numeric values: 21,243,315 total +Numeric range: min:1,572,566,400, max:1,575,158,399, avg:1573873539.1 +Numeric std dev: 748248.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 21,243,315/21,243,315 (100.0%) +Types: NoneType:21,234,785, str:8,530 +Null/Empty: null:21,234,785 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 8,530 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 21,243,315/21,243,315 (100.0%) +Types: NoneType:21,148,841, str:94,474 +Null/Empty: null:21,148,841 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 94,451 (100.0%) + 'admin': 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 21,243,315/21,243,315 (100.0%) +Types: str:21,243,315 +String length avg: 13.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 1,142 (0.0%) + 'i.imgur.com': 93 (0.0%) + 'youtube.com': 82 (0.0%) + 'v.redd.it': 80 (0.0%) + 'youtu.be': 72 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 21,243,315/21,243,315 (100.0%) +Types: bool:20,703,169, int:540,146 +Booleans: true:0 (0.0%), false:20,703,169 (100.0%) +Numeric values: 540,146 total +Numeric range: min:1,572,566,539, max:1,586,671,660, avg:1574100673.1 +Numeric std dev: 1338031.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 21,243,315/21,243,315 (100.0%) +Types: int:21,243,315 +Numeric values: 21,243,315 total +Numeric range: min:0, max:74, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 32 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 21,243,315/21,243,315 (100.0%) +Types: dict:21,243,315 +Null/Empty: empty_obj:21,162,501 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 21,243,315/21,243,315 (100.0%) +Types: bool:21,243,315 +Booleans: true:0 (0.0%), false:21,243,315 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 21,243,315/21,243,315 (100.0%) +Types: str:21,243,315 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ddgmf9': 1 (0.0%) + 'djyvjn': 1 (0.0%) + 'dlrgh9': 1 (0.0%) + 'dmmy6l': 1 (0.0%) + 'dmp4oz': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 21,243,315/21,243,315 (100.0%) +Types: bool:21,243,315 +Booleans: true:11,513,183 (54.2%), false:9,730,132 (45.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 21,243,315/21,243,315 (100.0%) +Types: bool:21,243,315 +Booleans: true:7 (0.0%), false:21,243,308 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 21,243,315/21,243,315 (100.0%) +Types: bool:21,243,315 +Booleans: true:78,209 (0.4%), false:21,165,106 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 21,243,315/21,243,315 (100.0%) +Types: bool:21,243,315 +Booleans: true:6,628,498 (31.2%), false:14,614,817 (68.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 21,243,315/21,243,315 (100.0%) +Types: bool:21,243,315 +Booleans: true:11,663,363 (54.9%), false:9,579,952 (45.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 21,243,315/21,243,315 (100.0%) +Types: bool:21,243,315 +Booleans: true:9,620,385 (45.3%), false:11,622,930 (54.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 21,243,315/21,243,315 (100.0%) +Types: bool:21,243,315 +Booleans: true:428,863 (2.0%), false:20,814,452 (98.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 21,243,315/21,243,315 (100.0%) +Types: str:21,243,315 +Null/Empty: empty_str:18,813,832 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 475 (0.0%) + '#edeff1': 375 (0.0%) + '#ea0027': 330 (0.0%) + '#ffb000': 303 (0.0%) + '#0079d3': 274 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 21,243,315/21,243,315 (100.0%) +Types: NoneType:16,266,003, str:4,977,312 +Null/Empty: null:16,266,003, empty_str:1,515,980 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 152 (0.0%) + 'meme': 116 (0.0%) + 'question': 109 (0.0%) + 'other': 72 (0.0%) + 'blue': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 21,243,315/21,243,315 (100.0%) +Types: list:21,243,315 +Null/Empty: empty_arr:18,460,624 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 21,243,315/21,243,315 (100.0%) +Types: NoneType:16,066,492, str:5,176,823 +Null/Empty: null:16,066,492, empty_str:589 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 121 (0.0%) + '🎺D̴O̸O̵T̶🎺D̴O̵O̷T̴🎺': 92 (0.0%) + 'Question': 76 (0.0%) + 'Meme': 64 (0.0%) + 'Image': 34 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 21,243,315/21,243,315 (100.0%) +Types: str:21,243,315 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 19,669,300 (92.6%) + 'light': 1,574,015 (7.4%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 21,243,315/21,243,315 (100.0%) +Types: str:21,243,315 +String length avg: 4.5 +Unique strings tracked: 2 +String values distribution: + 'text': 18,460,624 (86.9%) + 'richtext': 2,782,691 (13.1%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 21,243,315/21,243,315 (100.0%) +Types: bool:21,243,315 +Booleans: true:365,933 (1.7%), false:20,877,382 (98.3%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 21,243,315/21,243,315 (100.0%) +Types: NoneType:19,391,311, dict:1,852,004 +Null/Empty: null:19,391,311 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 21,243,315/21,243,315 (100.0%) +Types: dict:21,243,315 +Null/Empty: empty_obj:19,818,885 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 21,243,315/21,243,315 (100.0%) +Types: bool:21,243,315 +Booleans: true:336 (0.0%), false:21,242,979 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 21,243,315/21,243,315 (100.0%) +Types: bool:21,243,315 +Booleans: true:12,455,893 (58.6%), false:8,787,422 (41.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 21,243,315/21,243,315 (100.0%) +Types: int:21,243,315 +Numeric values: 21,243,315 total +Numeric range: min:0, max:100,001, avg:6.2 +Numeric std dev: 77.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 21,243,315/21,243,315 (100.0%) +Types: int:21,243,315 +Numeric values: 21,243,315 total +Numeric range: min:0, max:1,537, avg:0.0 +Numeric std dev: 0.7 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 21,243,315/21,243,315 (100.0%) +Types: bool:21,243,315 +Booleans: true:2,962,731 (13.9%), false:18,280,584 (86.1%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 21,243,315/21,243,315 (100.0%) +Types: str:15,259,790, NoneType:5,983,525 +Null/Empty: null:5,983,525 +String length avg: 8.1 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 8,381,513 (54.9%) + 'some_ads': 3,889,014 (25.5%) + 'promo_adult_nsfw': 1,467,471 (9.6%) + 'no_ads': 1,139,776 (7.5%) + 'house_only': 366,512 (2.4%) + 'promo_all': 15,504 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 21,243,315/21,243,315 (100.0%) +Types: str:21,243,315 +String length avg: 67.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/PostCardExchange/comments/ddgmf9/monthly_thank_...': 1 (0.0%) + '/r/baseballunis/comments/djyvjn/legit_check_thread...': 1 (0.0%) + '/r/LateShow/comments/dlrgh9/october_31_2019_the_la...': 1 (0.0%) + '/r/tvPlus/comments/dmmy6l/the_morning_show_season_...': 1 (0.0%) + '/r/tvPlus/comments/dmp4oz/the_morning_show_season_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 21,243,315/21,243,315 (100.0%) +Types: bool:21,243,315 +Booleans: true:0 (0.0%), false:21,243,315 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 21,243,315/21,243,315 (100.0%) +Types: int:15,259,790, NoneType:5,983,525 +Null/Empty: null:5,983,525 +Numeric values: 15,259,790 total +Numeric range: min:0, max:7, avg:5.4 +Numeric std dev: 2.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 8,381,513 (54.9%) + 7: 3,889,014 (25.5%) + 3: 1,467,471 (9.6%) + 0: 1,139,776 (7.5%) + 1: 366,512 (2.4%) + 5: 15,504 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 21,243,315/21,243,315 (100.0%) +Types: bool:21,243,315 +Booleans: true:101,073 (0.5%), false:21,142,242 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 21,243,315/21,243,315 (100.0%) +Types: NoneType:21,237,860, str:5,455 +Null/Empty: null:21,237,860 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 5,455 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 21,243,315/21,243,315 (100.0%) +Types: NoneType:21,243,315 +Null/Empty: null:21,243,315 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 21,243,315/21,243,315 (100.0%) +Types: NoneType:18,133,598, str:3,109,717 +Null/Empty: null:18,133,598 +String length avg: 7.4 +Unique strings tracked: 9 +String values distribution: + 'moderator': 1,173,308 (37.7%) + 'reddit': 1,120,923 (36.0%) + 'deleted': 797,818 (25.7%) + 'author': 13,782 (0.4%) + 'copyright_takedown': 2,982 (0.1%) + 'anti_evil_ops': 753 (0.0%) + 'content_takedown': 89 (0.0%) + 'community_ops': 44 (0.0%) + 'automod_filtered': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 21,243,315/21,243,315 (100.0%) +Types: int:21,243,315 +Numeric values: 21,243,315 total +Numeric range: min:1,586,233,886, max:1,586,697,758, avg:1586576096.4 +Numeric std dev: 69996.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 21,243,315/21,243,315 (100.0%) +Types: int:21,243,315 +Numeric values: 21,243,315 total +Numeric range: min:0, max:210,416, avg:86.9 +Numeric std dev: 1194.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 21,243,315/21,243,315 (100.0%) +Types: NoneType:19,391,311, dict:1,852,004 +Null/Empty: null:19,391,311 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 21,243,315/21,243,315 (100.0%) +Types: dict:21,243,315 +Null/Empty: empty_obj:19,818,885 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 21,243,315/21,243,315 (100.0%) +Types: str:21,243,315 +Null/Empty: empty_str:9,888,240 +String length avg: 229.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 950 (0.0%) + '[removed]': 509 (0.0%) + '0x768E9947eC7e9AC5ae4f3AB7F81f146b196010B1': 5 (0.0%) + 'Praise The Legendary Game Developer Todd Howard': 2 (0.0%) + 'This was automatically posted.': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 21,243,315/21,243,315 (100.0%) +Types: bool:21,243,315 +Booleans: true:19,367,348 (91.2%), false:1,875,967 (8.8%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 21,243,315/21,243,315 (100.0%) +Types: bool:21,243,315 +Booleans: true:123,953 (0.6%), false:21,119,362 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 21,243,315/21,243,315 (100.0%) +Types: bool:21,243,315 +Booleans: true:36,016 (0.2%), false:21,207,299 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 21,243,315/21,243,315 (100.0%) +Types: str:21,243,315 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'teenagers': 34 (0.0%) + 'tvPlus': 24 (0.0%) + 'AskReddit': 24 (0.0%) + 'dankmemes': 21 (0.0%) + 'memes': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 21,243,315/21,243,315 (100.0%) +Types: str:21,243,315 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2rjli': 34 (0.0%) + 't5_23162c': 24 (0.0%) + 't5_2qh1i': 24 (0.0%) + 't5_2zmfe': 21 (0.0%) + 't5_2qjpg': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 21,243,315/21,243,315 (100.0%) +Types: str:21,243,315 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/teenagers': 34 (0.0%) + 'r/tvPlus': 24 (0.0%) + 'r/AskReddit': 24 (0.0%) + 'r/dankmemes': 21 (0.0%) + 'r/memes': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 21,243,315/21,243,315 (100.0%) +Types: int:21,243,315 +Numeric values: 21,243,315 total +Numeric range: min:-1, max:29,772,981, avg:1728570.6 +Numeric std dev: 5438067.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 21,243,315/21,243,315 (100.0%) +Types: str:21,243,315 +String length avg: 6.2 +Unique strings tracked: 4 +String values distribution: + 'public': 18,532,650 (87.2%) + 'restricted': 1,539,115 (7.2%) + 'user': 1,171,544 (5.5%) + 'archived': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 21,243,315/21,243,315 (100.0%) +Types: NoneType:17,433,224, str:3,810,091 +Null/Empty: null:17,433,224 +String length avg: 4.4 +Unique strings tracked: 8 +String values distribution: + 'qa': 1,179,994 (31.0%) + 'top': 916,502 (24.1%) + 'confidence': 901,434 (23.7%) + 'new': 759,465 (19.9%) + 'old': 41,146 (1.1%) + 'controversial': 6,694 (0.2%) + 'live': 4,731 (0.1%) + 'random': 125 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 21,243,315/21,243,315 (100.0%) +Types: str:21,243,315 +Null/Empty: empty_str:1,013 +String length avg: 25.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,344 (0.0%) + 'self': 749 (0.0%) + 'nsfw': 247 (0.0%) + 'image': 40 (0.0%) + 'spoiler': 34 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 21,243,315/21,243,315 (100.0%) +Types: str:21,243,315 +String length avg: 56.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Happy Halloween!': 5 (0.0%) + 'Saltie-Bot Is running': 3 (0.0%) + 'Green': 2 (0.0%) + 'DOWNLOAD MP3: J Molley – Going Down ft. Emtee': 2 (0.0%) + 'Alright i know that everyone is focused on elon mu...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 21,243,315/21,243,315 (100.0%) +Types: int:21,243,315 +Numeric values: 21,243,315 total +Numeric range: min:0, max:342, avg:0.0 +Numeric std dev: 0.2 +Unique numbers tracked: 78 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 21,243,315/21,243,315 (100.0%) +Types: list:21,243,315 +Null/Empty: empty_arr:21,243,315 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 21,243,315/21,243,315 (100.0%) +Types: str:21,243,315 +String length avg: 68.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://gfycat.com/keyenergetickangaroo': 3 (0.0%) + 'https://streetfighter.com/wp-content/uploads/2017/...': 2 (0.0%) + 'https://youtu.be/PphpteYefRE': 2 (0.0%) + 'https://youtu.be/tYormeKYNUg': 2 (0.0%) + 'https://www.youtube.com/watch?v=LorDNAgHT3k': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 21,243,315/21,243,315 (100.0%) +Types: str:15,259,790, NoneType:5,983,525 +Null/Empty: null:5,983,525 +String length avg: 8.2 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 8,322,702 (54.5%) + 'some_ads': 3,869,893 (25.4%) + 'promo_adult_nsfw': 1,545,511 (10.1%) + 'no_ads': 1,139,776 (7.5%) + 'house_only': 366,512 (2.4%) + 'promo_all': 15,396 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 21,243,315/21,243,315 (100.0%) +Types: int:15,259,790, NoneType:5,983,525 +Null/Empty: null:5,983,525 +Numeric values: 15,259,790 total +Numeric range: min:0, max:7, avg:5.4 +Numeric std dev: 2.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 8,322,702 (54.5%) + 7: 3,869,893 (25.4%) + 3: 1,545,511 (10.1%) + 0: 1,139,776 (7.5%) + 1: 366,512 (2.4%) + 5: 15,396 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 21,242,302/21,243,315 (100.0%) +Types: int:11,198,573, NoneType:10,043,729 +Null/Empty: null:10,043,729 +Numeric values: 11,198,573 total +Numeric range: min:0, max:140, avg:114.0 +Numeric std dev: 28.0 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 21,242,302/21,243,315 (100.0%) +Types: int:11,198,573, NoneType:10,043,729 +Null/Empty: null:10,043,729 +Numeric values: 11,198,573 total +Numeric range: min:0, max:140, avg:139.7 +Numeric std dev: 5.1 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 16,678,347/21,243,315 (78.5%) +Types: int:16,149,124, NoneType:529,223 +Null/Empty: null:529,223 +Numeric values: 16,149,124 total +Numeric range: min:1,120,363,200, max:1,575,158,137, avg:1516790772.1 +Numeric std dev: 67421500.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 16,678,347/21,243,315 (78.5%) +Types: list:16,678,347 +Null/Empty: empty_arr:15,582,122 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 16,678,347/21,243,315 (78.5%) +Types: str:16,678,347 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 15,582,122 (93.4%) + 'richtext': 1,096,225 (6.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 16,678,347/21,243,315 (78.5%) +Types: str:16,678,347 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_3xdlhf29': 28 (0.0%) + 't2_oa1us': 23 (0.0%) + 't2_3z74hglk': 21 (0.0%) + 't2_bcevk': 14 (0.0%) + 't2_6sklr': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 16,678,347/21,243,315 (78.5%) +Types: bool:16,678,347 +Booleans: true:0 (0.0%), false:16,678,347 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 16,678,347/21,243,315 (78.5%) +Types: bool:16,678,347 +Booleans: true:461,680 (2.8%), false:16,216,667 (97.2%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 7,322,214/21,243,315 (34.5%) +Types: str:7,322,214 +String length avg: 5.4 +Unique strings tracked: 6 +String values distribution: + 'image': 3,891,962 (53.2%) + 'link': 1,992,914 (27.2%) + 'rich:video': 689,232 (9.4%) + 'self': 476,289 (6.5%) + 'hosted:video': 271,754 (3.7%) + 'video': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 7,322,214/21,243,315 (34.5%) +Types: dict:7,322,214 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 4,025,485/21,243,315 (18.9%) +Types: str:4,025,485 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '68e40d50-6435-11e2-97c8-12313b0c247a': 33 (0.0%) + 'd3074190-ca93-11e9-9fe2-0eaa52fd7bdc': 24 (0.0%) + '855d88d0-845f-11e3-8645-12313d18400c': 19 (0.0%) + 'cde78bbe-80a3-11e9-bac3-0ee65cf961dc': 15 (0.0%) + '6b01166e-6435-11e2-a77a-12313d051e91': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 889,406/21,243,315 (4.2%) +Types: str:889,406 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_dptlyb': 33 (0.0%) + 't3_dpr43a': 32 (0.0%) + 't3_dpwlgm': 9 (0.0%) + 't3_dpwmdu': 9 (0.0%) + 't3_dpss9y': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 889,406/21,243,315 (4.2%) +Types: list:889,406 +Null/Empty: empty_arr:23,248 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 225,488/21,243,315 (1.1%) +Types: dict:158,781, NoneType:66,707 +Null/Empty: null:66,707 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 65,988/21,243,315 (0.3%) +Types: bool:65,988 +Booleans: true:65,988 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 20,540/21,243,315 (0.1%) +Types: NoneType:20,540 +Null/Empty: null:20,540 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 20,540/21,243,315 (0.1%) +Types: NoneType:20,540 +Null/Empty: null:20,540 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 20,540/21,243,315 (0.1%) +Types: str:20,420, NoneType:120 +Null/Empty: null:120 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_2t793xhi': 244 (1.2%) + 't2_147iaz': 154 (0.8%) + 't2_4vbsis7j': 140 (0.7%) + 't2_3binu05x': 130 (0.6%) + 't2_4ea4efqn': 109 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 20,540/21,243,315 (0.1%) +Types: str:15,583, NoneType:4,957 +Null/Empty: null:4,957, empty_str:15 +String length avg: 18.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'lite.pubg.com': 171 (1.1%) + 'bottomless.com': 154 (1.0%) + 'timex.com': 140 (0.9%) + 'rockstargames.com': 139 (0.9%) + 'apps.apple.com': 129 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 20,540/21,243,315 (0.1%) +Types: NoneType:20,456, str:84 +Null/Empty: null:20,456 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'iframe': 53 (63.1%) + 'scrape': 31 (36.9%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 20,540/21,243,315 (0.1%) +Types: NoneType:20,456, str:84 +Null/Empty: null:20,456 +String length avg: 57.5 +Unique strings tracked: 21 +Top 5 string values: + 'https://d3rx5h2cuj0691.cloudfront.net/r-aww.html': 17 (20.2%) + 'https://d3rx5h2cuj0691.cloudfront.net/r-futurology...': 12 (14.3%) + 'https://d3rx5h2cuj0691.cloudfront.net/r-beauty.htm...': 12 (14.3%) + 'https://d2n94wep25xhn0.cloudfront.net': 7 (8.3%) + 'https://www.twitch.tv/timthetatman?tt_content=text...': 4 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 20,540/21,243,315 (0.1%) +Types: list:20,540 +Null/Empty: empty_arr:20,540 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 20,540/21,243,315 (0.1%) +Types: list:20,540 +Null/Empty: empty_arr:20,540 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 20,540/21,243,315 (0.1%) +Types: str:20,540 +String length avg: 97.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://aws.amazon.com/marketplace/pp/B07PXMWJT1?q...': 31 (0.2%) + 'https://itunes.apple.com/us/app/cbs-full-episodes-...': 17 (0.1%) + 'https://play.google.com/store/apps/details?id=com....': 16 (0.1%) + 'https://BookHip.com/DDNRBC': 16 (0.1%) + 'https://www.blackfridaydanmark.dk/': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 20,540/21,243,315 (0.1%) +Types: bool:20,540 +Booleans: true:0 (0.0%), false:20,540 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 20,540/21,243,315 (0.1%) +Types: str:20,540 +Null/Empty: empty_str:3,581 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/KgnUcxsSk9ko...': 42 (0.2%) + 'https://reddit-image.s3.amazonaws.com/dt6cuqIeiK6s...': 35 (0.2%) + 'https://reddit-image.s3.amazonaws.com/F-NE_GU_fvVM...': 34 (0.2%) + 'https://reddit-image.s3.amazonaws.com/ldbVVztn1DGv...': 13 (0.1%) + 'https://reddit-image.s3.amazonaws.com/V8K_2Srj5vFN...': 11 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 20,540/21,243,315 (0.1%) +Types: NoneType:20,540 +Null/Empty: null:20,540 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 20,540/21,243,315 (0.1%) +Types: dict:20,540 +Null/Empty: empty_obj:20,540 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 20,540/21,243,315 (0.1%) +Types: NoneType:20,540 +Null/Empty: null:20,540 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 20,540/21,243,315 (0.1%) +Types: bool:20,540 +Booleans: true:20,540 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 20,540/21,243,315 (0.1%) +Types: NoneType:20,540 +Null/Empty: null:20,540 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 20,540/21,243,315 (0.1%) +Types: NoneType:20,540 +Null/Empty: null:20,540 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 20,540/21,243,315 (0.1%) +Types: NoneType:20,540 +Null/Empty: null:20,540 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 20,540/21,243,315 (0.1%) +Types: bool:20,540 +Booleans: true:20,540 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 20,540/21,243,315 (0.1%) +Types: list:20,540 +Null/Empty: empty_arr:19,257 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 20,540/21,243,315 (0.1%) +Types: NoneType:20,540 +Null/Empty: null:20,540 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 20,540/21,243,315 (0.1%) +Types: NoneType:20,540 +Null/Empty: null:20,540 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 18,125/21,243,315 (0.1%) +Types: str:18,125 +Null/Empty: empty_str:41 +String length avg: 8.7 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 5,983 (33.1%) + 'Shop Now': 4,516 (25.0%) + 'Sign Up': 2,617 (14.5%) + 'View More': 1,159 (6.4%) + 'Play Now': 1,035 (5.7%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 5,018/21,243,315 (0.0%) +Types: list:5,018 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 2,187/21,243,315 (0.0%) +Types: float:2,187 +Numeric values: 2,187 total +Numeric range: min:1,572,526,800.0, max:7,956,921,600.0, avg:1577271028.6 +Numeric std dev: 136666508.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 2,187/21,243,315 (0.0%) +Types: bool:2,187 +Booleans: true:0 (0.0%), false:2,187 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 2,187/21,243,315 (0.0%) +Types: float:2,187 +Numeric values: 2,187 total +Numeric range: min:1,572,494,400.0, max:7,956,907,200.0, avg:1577228378.4 +Numeric std dev: 136666612.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +================================================================================ + +================================================================================ +FILE: RS_2019-12.jsonl +Analysis Time: 2026-01-15 15:06:50 +================================================================================ +Total lines: 21,217,847 +Processed lines: 21,217,847 +Total unique fields: 117 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 21,217,847/21,217,847 (100.0%) +Types: list:21,217,847 +Null/Empty: empty_arr:21,085,795 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 21,217,847/21,217,847 (100.0%) +Types: bool:21,217,847 +Booleans: true:949,691 (4.5%), false:20,268,156 (95.5%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 21,217,847/21,217,847 (100.0%) +Types: bool:21,217,847 +Booleans: true:3 (0.0%), false:21,217,844 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 21,217,847/21,217,847 (100.0%) +Types: str:21,217,847 +String length avg: 11.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 384 (0.0%) + 'xXsinperXx': 11 (0.0%) + 'sharewithme': 9 (0.0%) + 'Shorty_Keeper': 6 (0.0%) + 'AutoModerator': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 21,217,847/21,217,847 (100.0%) +Types: NoneType:15,055,490, str:6,162,357 +Null/Empty: null:15,055,490, empty_str:5,459,288 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 8,252 (1.2%) + '#dadada': 2,169 (0.3%) + '#ffb000': 1,839 (0.3%) + '#edeff1': 1,439 (0.2%) + '#ea0027': 892 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 21,217,847/21,217,847 (100.0%) +Types: NoneType:19,943,003, str:1,274,844 +Null/Empty: null:19,943,003, empty_str:94,552 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 206 (0.0%) + 'ver': 42 (0.0%) + 'cursedpostingsbot': 40 (0.0%) + 'green': 32 (0.0%) + 'text': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 21,217,847/21,217,847 (100.0%) +Types: NoneType:19,697,959, str:1,519,888 +Null/Empty: null:19,697,959 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0f2fd410-6c3a-11e9-a36b-0ed1165e76d4': 107 (0.0%) + '0e8e4996-604b-11ea-bd19-0eedcb93a73d': 44 (0.0%) + 'ef54aab6-9bc7-11e1-a725-12313b0c247a': 19 (0.0%) + 'ece6d7f2-1c0d-11e6-b306-0e55eef41bcd': 19 (0.0%) + '72ba4f2e-13f6-11ea-a019-0e7e2053f961': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 21,217,847/21,217,847 (100.0%) +Types: NoneType:19,136,525, str:2,081,322 +Null/Empty: null:19,136,525, empty_str:159,623 +String length avg: 16.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 35 (0.0%) + '☣️ INFECTED ☣️': 30 (0.0%) + 'DiamondNoNutter 2019 :diamondnut18:': 14 (0.0%) + '15': 14 (0.0%) + 'New User': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 21,217,847/21,217,847 (100.0%) +Types: NoneType:14,239,843, str:6,978,004 +Null/Empty: null:14,239,843, empty_str:25,702 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 6,714,741 (96.6%) + 'light': 237,561 (3.4%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 21,217,847/21,217,847 (100.0%) +Types: list:21,217,847 +Null/Empty: empty_arr:21,217,847 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 21,217,847/21,217,847 (100.0%) +Types: bool:21,217,847 +Booleans: true:16,293,841 (76.8%), false:4,924,006 (23.2%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 21,217,847/21,217,847 (100.0%) +Types: bool:21,217,847 +Booleans: true:0 (0.0%), false:21,217,847 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 21,217,847/21,217,847 (100.0%) +Types: NoneType:21,214,893, str:2,954 +Null/Empty: null:21,214,893, empty_str:36 +String length avg: 12.7 +Unique strings tracked: 12 +Top 5 string values: + 'drawing_and_painting': 1,055 (36.2%) + 'gaming': 562 (19.3%) + 'photography': 465 (15.9%) + 'animals': 250 (8.6%) + 'entertainment': 235 (8.1%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 21,217,847/21,217,847 (100.0%) +Types: NoneType:20,964,024, list:253,823 +Null/Empty: null:20,964,024 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 21,217,847/21,217,847 (100.0%) +Types: bool:21,217,847 +Booleans: true:11,082 (0.1%), false:21,206,765 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 21,217,847/21,217,847 (100.0%) +Types: int:21,217,847 +Numeric values: 21,217,847 total +Numeric range: min:1,575,158,400, max:1,577,836,799, avg:1576476544.2 +Numeric std dev: 780481.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 21,217,847/21,217,847 (100.0%) +Types: NoneType:21,207,238, str:10,609 +Null/Empty: null:21,207,238 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 10,609 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 21,217,847/21,217,847 (100.0%) +Types: NoneType:21,150,179, str:67,668 +Null/Empty: null:21,150,179 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 67,629 (99.9%) + 'admin': 39 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 21,217,847/21,217,847 (100.0%) +Types: str:21,217,847 +Null/Empty: empty_str:7 +String length avg: 12.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 1,247 (0.0%) + 'v.redd.it': 105 (0.0%) + 'i.imgur.com': 91 (0.0%) + 'gfycat.com': 91 (0.0%) + 'self.AskReddit': 69 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 21,217,847/21,217,847 (100.0%) +Types: bool:20,646,600, int:571,247 +Booleans: true:0 (0.0%), false:20,646,600 (100.0%) +Numeric values: 571,247 total +Numeric range: min:1,575,158,552, max:1,586,915,416, avg:1576673651.4 +Numeric std dev: 1200897.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 21,217,847/21,217,847 (100.0%) +Types: int:21,217,847 +Numeric values: 21,217,847 total +Numeric range: min:0, max:306, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 37 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 21,217,847/21,217,847 (100.0%) +Types: dict:21,217,847 +Null/Empty: empty_obj:21,098,801 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 21,217,847/21,217,847 (100.0%) +Types: bool:21,217,847 +Booleans: true:0 (0.0%), false:21,217,847 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 21,217,847/21,217,847 (100.0%) +Types: str:21,217,847 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'dkq6ni': 1 (0.0%) + 'dqfiyl': 1 (0.0%) + 'dsqt9f': 1 (0.0%) + 'e12vc1': 1 (0.0%) + 'e2hrfq': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 21,217,847/21,217,847 (100.0%) +Types: bool:21,217,847 +Booleans: true:12,224,274 (57.6%), false:8,993,573 (42.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 21,217,847/21,217,847 (100.0%) +Types: bool:21,217,847 +Booleans: true:21 (0.0%), false:21,217,826 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 21,217,847/21,217,847 (100.0%) +Types: bool:21,217,847 +Booleans: true:86,424 (0.4%), false:21,131,423 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 21,217,847/21,217,847 (100.0%) +Types: bool:21,217,847 +Booleans: true:7,388,953 (34.8%), false:13,828,894 (65.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 21,217,847/21,217,847 (100.0%) +Types: bool:21,217,847 +Booleans: true:12,356,152 (58.2%), false:8,861,695 (41.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 21,217,847/21,217,847 (100.0%) +Types: bool:21,217,847 +Booleans: true:8,642,092 (40.7%), false:12,575,755 (59.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 21,217,847/21,217,847 (100.0%) +Types: bool:21,217,847 +Booleans: true:458,764 (2.2%), false:20,759,083 (97.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 21,217,847/21,217,847 (100.0%) +Types: str:21,217,847 +Null/Empty: empty_str:18,573,636 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 482 (0.0%) + '#9046c7': 354 (0.0%) + '#ea0027': 331 (0.0%) + '#0079d3': 312 (0.0%) + '#ffb000': 261 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 21,217,847/21,217,847 (100.0%) +Types: NoneType:15,901,156, str:5,316,691 +Null/Empty: null:15,901,156, empty_str:1,603,300 +String length avg: 6.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 148 (0.0%) + 'swsh': 120 (0.0%) + 'question': 118 (0.0%) + 'other': 62 (0.0%) + 'image': 59 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 21,217,847/21,217,847 (100.0%) +Types: list:21,217,847 +Null/Empty: empty_arr:18,271,760 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 21,217,847/21,217,847 (100.0%) +Types: NoneType:15,685,380, str:5,532,467 +Null/Empty: null:15,685,380, empty_str:475 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Question': 94 (0.0%) + 'Discussion': 82 (0.0%) + 'SWSH': 47 (0.0%) + 'Image': 38 (0.0%) + 'Meme': 34 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 21,217,847/21,217,847 (100.0%) +Types: str:21,217,847 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 19,539,877 (92.1%) + 'light': 1,677,970 (7.9%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 21,217,847/21,217,847 (100.0%) +Types: str:21,217,847 +String length avg: 4.6 +Unique strings tracked: 2 +String values distribution: + 'text': 18,271,760 (86.1%) + 'richtext': 2,946,087 (13.9%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 21,217,847/21,217,847 (100.0%) +Types: bool:21,217,847 +Booleans: true:382,865 (1.8%), false:20,834,982 (98.2%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 21,217,847/21,217,847 (100.0%) +Types: NoneType:19,392,086, dict:1,825,761 +Null/Empty: null:19,392,086 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 21,217,847/21,217,847 (100.0%) +Types: dict:21,217,847 +Null/Empty: empty_obj:19,842,792 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 21,217,847/21,217,847 (100.0%) +Types: bool:21,217,847 +Booleans: true:246 (0.0%), false:21,217,601 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 21,217,847/21,217,847 (100.0%) +Types: bool:21,217,847 +Booleans: true:11,721,858 (55.2%), false:9,495,989 (44.8%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 21,217,847/21,217,847 (100.0%) +Types: int:21,217,847 +Numeric values: 21,217,847 total +Numeric range: min:0, max:93,841, avg:6.5 +Numeric std dev: 80.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 21,217,847/21,217,847 (100.0%) +Types: int:21,217,847 +Numeric values: 21,217,847 total +Numeric range: min:0, max:3,256, avg:0.1 +Numeric std dev: 1.1 +Unique numbers tracked: 152 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 21,217,847/21,217,847 (100.0%) +Types: bool:21,217,847 +Booleans: true:3,306,006 (15.6%), false:17,911,841 (84.4%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 21,217,847/21,217,847 (100.0%) +Types: str:14,924,114, NoneType:6,293,733 +Null/Empty: null:6,293,733 +String length avg: 8.2 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 8,905,668 (59.7%) + 'some_ads': 2,794,602 (18.7%) + 'promo_adult_nsfw': 1,630,854 (10.9%) + 'no_ads': 1,180,995 (7.9%) + 'house_only': 395,594 (2.7%) + 'promo_all': 16,401 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 21,217,847/21,217,847 (100.0%) +Types: str:21,217,847 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/StassiRossi/comments/dkq6ni/unreal/': 1 (0.0%) + '/r/wicked_edge/comments/dqfiyl/december_megathread...': 1 (0.0%) + '/r/onetruegilgamesh/comments/dsqt9f/gil_vs_enkidu/': 1 (0.0%) + '/r/AskHistorians/comments/e12vc1/floating_feature_...': 1 (0.0%) + '/r/GooglePixel/comments/e2hrfq/the_december_2019_s...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 21,217,847/21,217,847 (100.0%) +Types: bool:21,217,847 +Booleans: true:0 (0.0%), false:21,217,847 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 21,217,847/21,217,847 (100.0%) +Types: int:14,924,114, NoneType:6,293,733 +Null/Empty: null:6,293,733 +Numeric values: 14,924,114 total +Numeric range: min:0, max:7, avg:5.3 +Numeric std dev: 2.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 8,905,668 (59.7%) + 7: 2,794,602 (18.7%) + 3: 1,630,854 (10.9%) + 0: 1,180,995 (7.9%) + 1: 395,594 (2.7%) + 5: 16,401 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 21,217,847/21,217,847 (100.0%) +Types: bool:21,217,847 +Booleans: true:92,895 (0.4%), false:21,124,952 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 21,217,847/21,217,847 (100.0%) +Types: NoneType:21,211,548, str:6,299 +Null/Empty: null:21,211,548 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 6,299 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 21,217,847/21,217,847 (100.0%) +Types: NoneType:21,217,847 +Null/Empty: null:21,217,847 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 21,217,847/21,217,847 (100.0%) +Types: NoneType:12,659,458, str:8,558,389 +Null/Empty: null:12,659,458 +String length avg: 7.4 +Unique strings tracked: 9 +String values distribution: + 'deleted': 4,028,855 (47.1%) + 'moderator': 2,637,652 (30.8%) + 'reddit': 1,845,340 (21.6%) + 'automod_filtered': 19,961 (0.2%) + 'author': 19,833 (0.2%) + 'copyright_takedown': 4,770 (0.1%) + 'anti_evil_ops': 1,507 (0.0%) + 'content_takedown': 407 (0.0%) + 'community_ops': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 21,217,847/21,217,847 (100.0%) +Types: int:21,217,847 +Numeric values: 21,217,847 total +Numeric range: min:1,586,209,222, max:1,586,941,617, avg:1586820231.2 +Numeric std dev: 70256.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 21,217,847/21,217,847 (100.0%) +Types: int:21,217,847 +Numeric values: 21,217,847 total +Numeric range: min:0, max:224,534, avg:93.3 +Numeric std dev: 1238.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 21,217,847/21,217,847 (100.0%) +Types: NoneType:19,392,086, dict:1,825,761 +Null/Empty: null:19,392,086 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 21,217,847/21,217,847 (100.0%) +Types: dict:21,217,847 +Null/Empty: empty_obj:19,842,792 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 21,217,847/21,217,847 (100.0%) +Types: str:21,217,847 +Null/Empty: empty_str:10,681,285 +String length avg: 256.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,002 (0.0%) + '[removed]': 607 (0.0%) + 'https://www.reddit.com/r/LifeProTips/comments/e44h...': 2 (0.0%) + 'Praise The Legendary Game Developer Todd Howard': 2 (0.0%) + '~~So Special Delivery, the AR game is out! It’s ki...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 21,217,847/21,217,847 (100.0%) +Types: bool:21,217,847 +Booleans: true:19,311,271 (91.0%), false:1,906,576 (9.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 21,217,847/21,217,847 (100.0%) +Types: bool:21,217,847 +Booleans: true:135,359 (0.6%), false:21,082,488 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 21,217,847/21,217,847 (100.0%) +Types: bool:21,217,847 +Booleans: true:12,643 (0.1%), false:21,205,204 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 21,217,847/21,217,847 (100.0%) +Types: str:21,217,847 +String length avg: 11.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'memes': 33 (0.0%) + 'AskReddit': 31 (0.0%) + 'dankmemes': 28 (0.0%) + 'nonutnovember': 20 (0.0%) + 'teenagers': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 21,217,847/21,217,847 (100.0%) +Types: str:21,217,847 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qjpg': 33 (0.0%) + 't5_2qh1i': 31 (0.0%) + 't5_2zmfe': 28 (0.0%) + 't5_3pnv2': 20 (0.0%) + 't5_2rjli': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 21,217,847/21,217,847 (100.0%) +Types: str:21,217,847 +String length avg: 12.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/memes': 33 (0.0%) + 'r/AskReddit': 31 (0.0%) + 'r/dankmemes': 28 (0.0%) + 'r/nonutnovember': 20 (0.0%) + 'r/teenagers': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 21,217,847/21,217,847 (100.0%) +Types: int:21,217,847 +Numeric values: 21,217,847 total +Numeric range: min:-1, max:55,322,370, avg:1859893.1 +Numeric std dev: 5638447.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 21,217,847/21,217,847 (100.0%) +Types: str:21,217,847 +String length avg: 6.2 +Unique strings tracked: 5 +String values distribution: + 'public': 18,534,432 (87.4%) + 'restricted': 1,436,734 (6.8%) + 'user': 1,246,677 (5.9%) + 'gold_restricted': 3 (0.0%) + 'archived': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 21,217,847/21,217,847 (100.0%) +Types: NoneType:17,246,008, str:3,971,839 +Null/Empty: null:17,246,008 +String length avg: 4.3 +Unique strings tracked: 8 +String values distribution: + 'qa': 1,254,544 (31.6%) + 'top': 911,032 (22.9%) + 'confidence': 909,838 (22.9%) + 'new': 843,355 (21.2%) + 'old': 44,094 (1.1%) + 'controversial': 6,831 (0.2%) + 'live': 2,034 (0.1%) + 'random': 111 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 21,217,847/21,217,847 (100.0%) +Types: str:21,217,847 +Null/Empty: empty_str:947 +String length avg: 26.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,509 (0.0%) + 'self': 818 (0.0%) + 'nsfw': 372 (0.0%) + 'image': 42 (0.0%) + 'spoiler': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 21,217,847/21,217,847 (100.0%) +Types: str:21,217,847 +String length avg: 54.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Saltie-Bot Is running': 3 (0.0%) + 'Yes': 3 (0.0%) + 'Daddy stretching my small pussy 🙈 [19f] [23m]': 3 (0.0%) + '.': 3 (0.0%) + '[Selling] Fit 19 y/o college boy selling my smelly...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 21,217,847/21,217,847 (100.0%) +Types: int:21,217,847 +Numeric values: 21,217,847 total +Numeric range: min:0, max:1,628, avg:0.0 +Numeric std dev: 0.6 +Unique numbers tracked: 117 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 21,217,847/21,217,847 (100.0%) +Types: list:21,217,847 +Null/Empty: empty_arr:21,217,847 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 21,217,847/21,217,847 (100.0%) +Types: str:21,217,847 +String length avg: 65.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.redd.it/16gjvzusww141.png': 2 (0.0%) + 'https://www.reddit.com/r/MkeBucks/comments/e460lq/...': 2 (0.0%) + 'https://www.reddit.com/r/nba/comments/e460lu/game_...': 2 (0.0%) + 'https://www.reddit.com/r/nba/comments/e460lw/game_...': 2 (0.0%) + 'https://i.redd.it/kupv8to4xw141.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 21,217,847/21,217,847 (100.0%) +Types: str:14,924,113, NoneType:6,293,734 +Null/Empty: null:6,293,734 +String length avg: 8.2 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 8,840,785 (59.2%) + 'some_ads': 2,785,564 (18.7%) + 'promo_adult_nsfw': 1,704,874 (11.4%) + 'no_ads': 1,180,994 (7.9%) + 'house_only': 395,594 (2.7%) + 'promo_all': 16,302 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 21,217,847/21,217,847 (100.0%) +Types: int:14,924,113, NoneType:6,293,734 +Null/Empty: null:6,293,734 +Numeric values: 14,924,113 total +Numeric range: min:0, max:7, avg:5.2 +Numeric std dev: 2.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 8,840,785 (59.2%) + 7: 2,785,564 (18.7%) + 3: 1,704,874 (11.4%) + 0: 1,180,994 (7.9%) + 1: 395,594 (2.7%) + 5: 16,302 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 21,216,900/21,217,847 (100.0%) +Types: int:11,978,255, NoneType:9,238,645 +Null/Empty: null:9,238,645 +Numeric values: 11,978,255 total +Numeric range: min:0, max:140, avg:115.0 +Numeric std dev: 27.9 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 21,216,900/21,217,847 (100.0%) +Types: int:11,978,255, NoneType:9,238,645 +Null/Empty: null:9,238,645 +Numeric values: 11,978,255 total +Numeric range: min:0, max:140, avg:139.7 +Numeric std dev: 4.8 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 16,364,609/21,217,847 (77.1%) +Types: int:15,607,459, NoneType:757,150 +Null/Empty: null:757,150 +Numeric values: 15,607,459 total +Numeric range: min:1,122,350,400, max:1,577,836,521, avg:1516566473.9 +Numeric std dev: 68291500.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 16,364,609/21,217,847 (77.1%) +Types: list:16,364,609 +Null/Empty: empty_arr:15,215,867 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 16,364,609/21,217,847 (77.1%) +Types: str:16,364,609 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 15,215,867 (93.0%) + 'richtext': 1,148,742 (7.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 16,364,609/21,217,847 (77.1%) +Types: str:16,364,609 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_3wz3877z': 11 (0.0%) + 't2_bcevk': 9 (0.0%) + 't2_4fx5bn76': 6 (0.0%) + 't2_6l4z3': 6 (0.0%) + 't2_165orb': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 16,364,609/21,217,847 (77.1%) +Types: bool:16,364,609 +Booleans: true:0 (0.0%), false:16,364,609 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 16,364,609/21,217,847 (77.1%) +Types: bool:16,364,609 +Booleans: true:525,821 (3.2%), false:15,838,788 (96.8%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 7,822,870/21,217,847 (36.9%) +Types: str:7,822,870 +String length avg: 5.4 +Unique strings tracked: 6 +String values distribution: + 'image': 4,342,541 (55.5%) + 'link': 2,012,709 (25.7%) + 'rich:video': 697,370 (8.9%) + 'self': 472,993 (6.0%) + 'hosted:video': 297,134 (3.8%) + 'video': 123 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 7,822,870/21,217,847 (36.9%) +Types: dict:7,822,870 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 4,305,919/21,217,847 (20.3%) +Types: str:4,305,919 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'aa00668e-0664-11ea-93ca-0e52c6c8e26b': 38 (0.0%) + '855d88d0-845f-11e3-8645-12313d18400c': 19 (0.0%) + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 14 (0.0%) + '6b01166e-6435-11e2-a77a-12313d051e91': 12 (0.0%) + 'c586b3f8-a829-11e8-a989-0e2de87d12c0': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 990,419/21,217,847 (4.7%) +Types: str:990,419 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_e448wz': 23 (0.0%) + 't3_e42ynp': 13 (0.0%) + 't3_e4601o': 7 (0.0%) + 't3_e45yst': 7 (0.0%) + 't3_e45q9l': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 990,419/21,217,847 (4.7%) +Types: list:990,419 +Null/Empty: empty_arr:28,642 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 212,655/21,217,847 (1.0%) +Types: dict:151,034, NoneType:61,621 +Null/Empty: null:61,621, empty_obj:1 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 78,284/21,217,847 (0.4%) +Types: bool:78,284 +Booleans: true:78,284 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 15,156/21,217,847 (0.1%) +Types: NoneType:15,156 +Null/Empty: null:15,156 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 15,156/21,217,847 (0.1%) +Types: NoneType:15,156 +Null/Empty: null:15,156 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 15,156/21,217,847 (0.1%) +Types: str:15,021, NoneType:135 +Null/Empty: null:135 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_3yu5ocns': 138 (0.9%) + 't2_2mqfijkq': 95 (0.6%) + 't2_542ue1g0': 89 (0.6%) + 't2_4ns4qei2': 81 (0.5%) + 't2_5059sant': 79 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 15,156/21,217,847 (0.1%) +Types: str:11,218, NoneType:3,938 +Null/Empty: null:3,938, empty_str:3 +String length avg: 19.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'brighthealth.com': 138 (1.2%) + 'Reset.com': 95 (0.8%) + 'itunes.apple.com': 83 (0.7%) + 'play.google.com': 79 (0.7%) + 'AdRoll.com': 70 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 15,156/21,217,847 (0.1%) +Types: NoneType:15,143, str:13 +Null/Empty: null:15,143 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'iframe': 13 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 15,156/21,217,847 (0.1%) +Types: NoneType:15,143, str:13 +Null/Empty: null:15,143 +String length avg: 41.1 +Unique strings tracked: 4 +String values distribution: + 'https://d2o0suyk18x3dn.cloudfront.net/': 10 (76.9%) + 'https://d3rx5h2cuj0691.cloudfront.net/r-futurology...': 1 (7.7%) + 'https://d3rx5h2cuj0691.cloudfront.net/r-aww.html': 1 (7.7%) + 'https://d3rx5h2cuj0691.cloudfront.net/r-beauty.htm...': 1 (7.7%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 15,156/21,217,847 (0.1%) +Types: list:15,156 +Null/Empty: empty_arr:15,156 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 15,156/21,217,847 (0.1%) +Types: list:15,156 +Null/Empty: empty_arr:15,156 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 15,156/21,217,847 (0.1%) +Types: str:15,156 +String length avg: 90.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://brighthealthplan.com/?utm_source=Reddit&am...': 108 (0.7%) + 'https://www.cdkeys.com/sale?utm_source=reddit&...': 20 (0.1%) + 'https://oresat.org': 15 (0.1%) + 'https://www.hoamessenger.com': 13 (0.1%) + 'https://advertising.amazon.com/books/?ref=1VBBU_Q4...': 12 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 15,156/21,217,847 (0.1%) +Types: bool:15,156 +Booleans: true:0 (0.0%), false:15,156 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 15,156/21,217,847 (0.1%) +Types: str:15,156 +Null/Empty: empty_str:4,285 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/qQ-dZTFAfdOH...': 41 (0.4%) + 'https://reddit-image.s3.amazonaws.com/yWcMcNVxm-oo...': 24 (0.2%) + 'https://reddit-image.s3.amazonaws.com/E7_XSmLc1nQk...': 22 (0.2%) + 'https://reddit-image.s3.amazonaws.com/RF8DNRO9w3Yq...': 22 (0.2%) + 'https://reddit-image.s3.amazonaws.com/ChlIs1PUB3g5...': 20 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 15,156/21,217,847 (0.1%) +Types: NoneType:15,156 +Null/Empty: null:15,156 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 15,156/21,217,847 (0.1%) +Types: dict:15,156 +Null/Empty: empty_obj:15,156 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 15,156/21,217,847 (0.1%) +Types: NoneType:15,156 +Null/Empty: null:15,156 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 15,156/21,217,847 (0.1%) +Types: bool:15,156 +Booleans: true:15,156 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 15,156/21,217,847 (0.1%) +Types: NoneType:15,156 +Null/Empty: null:15,156 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 15,156/21,217,847 (0.1%) +Types: NoneType:15,156 +Null/Empty: null:15,156 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 15,156/21,217,847 (0.1%) +Types: NoneType:15,156 +Null/Empty: null:15,156 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 15,156/21,217,847 (0.1%) +Types: bool:15,156 +Booleans: true:15,156 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 15,156/21,217,847 (0.1%) +Types: list:15,156 +Null/Empty: empty_arr:15,156 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 15,156/21,217,847 (0.1%) +Types: NoneType:15,156 +Null/Empty: null:15,156 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 15,156/21,217,847 (0.1%) +Types: NoneType:15,156 +Null/Empty: null:15,156 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 13,161/21,217,847 (0.1%) +Types: str:13,161 +Null/Empty: empty_str:15 +String length avg: 8.7 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 4,482 (34.1%) + 'Shop Now': 2,718 (20.7%) + 'Sign Up': 1,646 (12.5%) + 'Download': 1,412 (10.7%) + 'View More': 1,021 (7.8%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 3,944/21,217,847 (0.0%) +Types: list:3,944 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,737/21,217,847 (0.0%) +Types: float:1,737 +Numeric values: 1,737 total +Numeric range: min:1,572,321,600.0, max:3,133,700,400.0, avg:1578262311.5 +Numeric std dev: 43096403.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,737/21,217,847 (0.0%) +Types: bool:1,737 +Booleans: true:0 (0.0%), false:1,737 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,737/21,217,847 (0.0%) +Types: float:1,737 +Numeric values: 1,737 total +Numeric range: min:1,572,307,200.0, max:3,133,686,000.0, avg:1578212423.2 +Numeric std dev: 43097612.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 1/21,217,847 (0.0%) +Types: NoneType:1 +Null/Empty: null:1 + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2020.txt b/analysis/original_schema_analysis/submissions/analysis_report_2020.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c73e6b40427ed623343b66f357bf8baa252715a --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2020.txt @@ -0,0 +1,12372 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2020 +Analysis Started: 2026-01-15 08:06:47 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2020-01.jsonl +Analysis Time: 2026-01-15 08:52:01 +================================================================================ +Total lines: 21,989,643 +Processed lines: 21,989,643 +Total unique fields: 117 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 21,989,643/21,989,643 (100.0%) +Types: list:21,989,643 +Null/Empty: empty_arr:21,849,257 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 21,989,643/21,989,643 (100.0%) +Types: bool:21,989,643 +Booleans: true:977,808 (4.4%), false:21,011,835 (95.6%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 21,989,643/21,989,643 (100.0%) +Types: bool:21,989,643 +Booleans: true:2 (0.0%), false:21,989,641 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 21,989,643/21,989,643 (100.0%) +Types: str:21,989,643 +String length avg: 11.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 317 (0.0%) + 'NicholasCajun': 13 (0.0%) + 'sharewithme': 10 (0.0%) + 'nofeenews': 8 (0.0%) + 'Saltie-Bot': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 21,989,643/21,989,643 (100.0%) +Types: NoneType:15,776,544, str:6,213,099 +Null/Empty: null:15,776,544, empty_str:5,463,103 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 7,738 (1.0%) + '#ffb000': 2,754 (0.4%) + '#dadada': 2,374 (0.3%) + '#edeff1': 1,662 (0.2%) + '#ea0027': 913 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 21,989,643/21,989,643 (100.0%) +Types: NoneType:20,720,970, str:1,268,673 +Null/Empty: null:20,720,970, empty_str:95,906 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 63 (0.0%) + 'cursedpostingsbot': 39 (0.0%) + 'f': 35 (0.0%) + 'ver': 30 (0.0%) + 'new': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 21,989,643/21,989,643 (100.0%) +Types: NoneType:20,430,434, str:1,559,209 +Null/Empty: null:20,430,434 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0e8e4996-604b-11ea-bd19-0eedcb93a73d': 76 (0.0%) + 'ee2caff8-9bc7-11e1-bb7b-12313b07b651': 53 (0.0%) + 'ef54aab6-9bc7-11e1-a725-12313b0c247a': 37 (0.0%) + 'ec0eee20-9bc7-11e1-83d5-12313b088941': 25 (0.0%) + '0f2fd410-6c3a-11e9-a36b-0ed1165e76d4': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 21,989,643/21,989,643 (100.0%) +Types: NoneType:19,850,997, str:2,138,646 +Null/Empty: null:19,850,997, empty_str:164,199 +String length avg: 16.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '☣️ INFECTED ☣️': 57 (0.0%) + '14': 46 (0.0%) + 'Official Bot': 36 (0.0%) + '16': 36 (0.0%) + '15': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 21,989,643/21,989,643 (100.0%) +Types: NoneType:14,968,474, str:7,021,169 +Null/Empty: null:14,968,474, empty_str:23,807 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 6,730,169 (96.2%) + 'light': 267,193 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 21,989,643/21,989,643 (100.0%) +Types: list:21,989,643 +Null/Empty: empty_arr:21,989,643 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 21,989,643/21,989,643 (100.0%) +Types: bool:21,989,643 +Booleans: true:17,067,081 (77.6%), false:4,922,562 (22.4%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 21,989,643/21,989,643 (100.0%) +Types: bool:21,989,643 +Booleans: true:0 (0.0%), false:21,989,643 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 21,989,643/21,989,643 (100.0%) +Types: NoneType:21,989,078, str:565 +Null/Empty: null:21,989,078, empty_str:17 +String length avg: 12.6 +Unique strings tracked: 12 +Top 5 string values: + 'drawing_and_painting': 156 (28.5%) + 'photography': 106 (19.3%) + 'entertainment': 86 (15.7%) + 'gaming': 70 (12.8%) + 'animals': 57 (10.4%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 21,989,643/21,989,643 (100.0%) +Types: NoneType:21,728,791, list:260,852 +Null/Empty: null:21,728,791 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 21,989,643/21,989,643 (100.0%) +Types: bool:21,989,643 +Booleans: true:10,709 (0.0%), false:21,978,934 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 21,989,643/21,989,643 (100.0%) +Types: int:21,989,643 +Numeric values: 21,989,643 total +Numeric range: min:1,577,836,800, max:1,580,515,199, avg:1579182928.3 +Numeric std dev: 776972.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 21,989,643/21,989,643 (100.0%) +Types: NoneType:21,983,795, str:5,848 +Null/Empty: null:21,983,795 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 5,848 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 21,989,643/21,989,643 (100.0%) +Types: NoneType:21,926,632, str:63,011 +Null/Empty: null:21,926,632 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 62,971 (99.9%) + 'admin': 40 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 21,989,643/21,989,643 (100.0%) +Types: str:21,989,643 +Null/Empty: empty_str:6 +String length avg: 12.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 1,289 (0.0%) + 'v.redd.it': 122 (0.0%) + 'self.AskReddit': 118 (0.0%) + 'youtube.com': 85 (0.0%) + 'self.teenagers': 84 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 21,989,643/21,989,643 (100.0%) +Types: bool:21,395,518, int:594,125 +Booleans: true:0 (0.0%), false:21,395,518 (100.0%) +Numeric values: 594,125 total +Numeric range: min:1,577,836,889, max:1,587,264,303, avg:1579336268.8 +Numeric std dev: 1050983.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 21,989,643/21,989,643 (100.0%) +Types: int:21,989,643 +Numeric values: 21,989,643 total +Numeric range: min:0, max:87, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 31 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 21,989,643/21,989,643 (100.0%) +Types: dict:21,989,643 +Null/Empty: empty_obj:21,863,622 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 21,989,643/21,989,643 (100.0%) +Types: bool:21,989,643 +Booleans: true:0 (0.0%), false:21,989,643 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 21,989,643/21,989,643 (100.0%) +Types: str:21,989,643 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'd1fctw': 1 (0.0%) + 'e4bn16': 1 (0.0%) + 'e6pnr0': 1 (0.0%) + 'e7i7rf': 1 (0.0%) + 'e8lgmo': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 21,989,643/21,989,643 (100.0%) +Types: bool:21,989,643 +Booleans: true:13,119,620 (59.7%), false:8,870,023 (40.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 21,989,643/21,989,643 (100.0%) +Types: bool:21,989,643 +Booleans: true:7 (0.0%), false:21,989,636 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 21,989,643/21,989,643 (100.0%) +Types: bool:21,989,643 +Booleans: true:97,785 (0.4%), false:21,891,858 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 21,989,643/21,989,643 (100.0%) +Types: bool:21,989,643 +Booleans: true:7,861,945 (35.8%), false:14,127,698 (64.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 21,989,643/21,989,643 (100.0%) +Types: bool:21,989,643 +Booleans: true:13,248,341 (60.2%), false:8,741,302 (39.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 21,989,643/21,989,643 (100.0%) +Types: bool:21,989,643 +Booleans: true:8,575,813 (39.0%), false:13,413,830 (61.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 21,989,643/21,989,643 (100.0%) +Types: bool:21,989,643 +Booleans: true:501,346 (2.3%), false:21,488,297 (97.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 21,989,643/21,989,643 (100.0%) +Types: str:21,989,643 +Null/Empty: empty_str:19,191,024 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 483 (0.0%) + '#edeff1': 429 (0.0%) + '#ea0027': 342 (0.0%) + '#0079d3': 297 (0.0%) + '#ffd635': 274 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 21,989,643/21,989,643 (100.0%) +Types: NoneType:16,408,612, str:5,581,031 +Null/Empty: null:16,408,612, empty_str:1,762,518 +String length avg: 6.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meme': 176 (0.0%) + 'other': 141 (0.0%) + 'discussion': 123 (0.0%) + 'social': 85 (0.0%) + 'question': 85 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 21,989,643/21,989,643 (100.0%) +Types: list:21,989,643 +Null/Empty: empty_arr:18,972,502 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 21,989,643/21,989,643 (100.0%) +Types: NoneType:16,154,993, str:5,834,650 +Null/Empty: null:16,154,993, empty_str:488 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 140 (0.0%) + 'Meme': 92 (0.0%) + 'Other': 91 (0.0%) + 'Question': 69 (0.0%) + 'Image': 53 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 21,989,643/21,989,643 (100.0%) +Types: str:21,989,643 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 20,257,612 (92.1%) + 'light': 1,732,031 (7.9%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 21,989,643/21,989,643 (100.0%) +Types: str:21,989,643 +String length avg: 4.5 +Unique strings tracked: 2 +String values distribution: + 'text': 18,972,502 (86.3%) + 'richtext': 3,017,141 (13.7%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 21,989,643/21,989,643 (100.0%) +Types: bool:21,989,643 +Booleans: true:426,034 (1.9%), false:21,563,609 (98.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 21,989,643/21,989,643 (100.0%) +Types: NoneType:19,747,704, dict:2,241,939 +Null/Empty: null:19,747,704 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 21,989,643/21,989,643 (100.0%) +Types: dict:21,989,643 +Null/Empty: empty_obj:20,247,355 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 21,989,643/21,989,643 (100.0%) +Types: bool:21,989,643 +Booleans: true:118 (0.0%), false:21,989,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 21,989,643/21,989,643 (100.0%) +Types: bool:21,989,643 +Booleans: true:12,149,511 (55.3%), false:9,840,132 (44.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 21,989,643/21,989,643 (100.0%) +Types: int:21,989,643 +Numeric values: 21,989,643 total +Numeric range: min:0, max:92,056, avg:6.7 +Numeric std dev: 85.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 21,989,643/21,989,643 (100.0%) +Types: int:21,989,643 +Numeric values: 21,989,643 total +Numeric range: min:0, max:5,691, avg:0.1 +Numeric std dev: 1.7 +Unique numbers tracked: 151 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 21,989,643/21,989,643 (100.0%) +Types: bool:21,989,643 +Booleans: true:3,523,516 (16.0%), false:18,466,127 (84.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 21,989,643/21,989,643 (100.0%) +Types: str:15,040,860, NoneType:6,948,783 +Null/Empty: null:6,948,783 +String length avg: 8.2 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 9,093,409 (60.5%) + 'some_ads': 2,669,982 (17.8%) + 'promo_adult_nsfw': 1,663,384 (11.1%) + 'no_ads': 1,178,421 (7.8%) + 'house_only': 418,329 (2.8%) + 'promo_all': 17,335 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 21,989,643/21,989,643 (100.0%) +Types: str:21,989,643 +String length avg: 65.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/dailyverse/comments/d1fctw/january_2020_in_six_...': 1 (0.0%) + '/r/wicked_edge/comments/e4bn16/january_megathread/': 1 (0.0%) + '/r/maybemaybemaybe/comments/e6pnr0/happy_new_year/': 1 (0.0%) + '/r/AskHistorians/comments/e7i7rf/the_world_may_be_...': 1 (0.0%) + '/r/boardgames/comments/e8lgmo/exquisite_revisits_j...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 21,989,643/21,989,643 (100.0%) +Types: bool:21,989,643 +Booleans: true:0 (0.0%), false:21,989,643 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 21,989,643/21,989,643 (100.0%) +Types: int:15,040,860, NoneType:6,948,783 +Null/Empty: null:6,948,783 +Numeric values: 15,040,860 total +Numeric range: min:0, max:7, avg:5.2 +Numeric std dev: 2.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 9,093,409 (60.5%) + 7: 2,669,982 (17.8%) + 3: 1,663,384 (11.1%) + 0: 1,178,421 (7.8%) + 1: 418,329 (2.8%) + 5: 17,335 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 21,989,643/21,989,643 (100.0%) +Types: bool:21,989,643 +Booleans: true:105,427 (0.5%), false:21,884,216 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 21,989,643/21,989,643 (100.0%) +Types: NoneType:21,982,744, str:6,899 +Null/Empty: null:21,982,744 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 6,899 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 21,989,643/21,989,643 (100.0%) +Types: NoneType:21,989,643 +Null/Empty: null:21,989,643 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 21,989,643/21,989,643 (100.0%) +Types: NoneType:13,244,878, str:8,744,765 +Null/Empty: null:13,244,878 +String length avg: 7.5 +Unique strings tracked: 9 +String values distribution: + 'deleted': 4,537,809 (51.9%) + 'moderator': 2,631,867 (30.1%) + 'reddit': 1,511,995 (17.3%) + 'automod_filtered': 37,381 (0.4%) + 'author': 18,574 (0.2%) + 'copyright_takedown': 5,339 (0.1%) + 'anti_evil_ops': 1,306 (0.0%) + 'content_takedown': 437 (0.0%) + 'community_ops': 57 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 21,989,643/21,989,643 (100.0%) +Types: int:21,989,643 +Numeric values: 21,989,643 total +Numeric range: min:1,586,024,326, max:1,587,265,723, avg:1587070300.6 +Numeric std dev: 78683.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 21,989,643/21,989,643 (100.0%) +Types: int:21,989,643 +Numeric values: 21,989,643 total +Numeric range: min:0, max:211,263, avg:93.1 +Numeric std dev: 1256.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 21,989,643/21,989,643 (100.0%) +Types: NoneType:19,747,704, dict:2,241,939 +Null/Empty: null:19,747,704 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 21,989,643/21,989,643 (100.0%) +Types: dict:21,989,643 +Null/Empty: empty_obj:20,247,355 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 21,989,643/21,989,643 (100.0%) +Types: str:21,989,643 +Null/Empty: empty_str:11,432,997 +String length avg: 285.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 983 (0.0%) + '[removed]': 476 (0.0%) + ' [https://youtu.be/tmmpaOZ3nQg](https://youtu.be/t...': 5 (0.0%) + 'Praise The Legendary Game Developer Todd Howard': 2 (0.0%) + 'definitivo translates to definitive + +-------------...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 21,989,643/21,989,643 (100.0%) +Types: bool:21,989,643 +Booleans: true:19,951,220 (90.7%), false:2,038,423 (9.3%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 21,989,643/21,989,643 (100.0%) +Types: bool:21,989,643 +Booleans: true:120,833 (0.5%), false:21,868,810 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 21,989,643/21,989,643 (100.0%) +Types: bool:21,989,643 +Booleans: true:13,701 (0.1%), false:21,975,942 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 21,989,643/21,989,643 (100.0%) +Types: str:21,989,643 +String length avg: 11.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'teenagers': 43 (0.0%) + 'AskReddit': 43 (0.0%) + 'memes': 37 (0.0%) + 'PewdiepieSubmissions': 18 (0.0%) + 'dankmemes': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 21,989,643/21,989,643 (100.0%) +Types: str:21,989,643 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2rjli': 43 (0.0%) + 't5_2qh1i': 43 (0.0%) + 't5_2qjpg': 37 (0.0%) + 't5_3m0tc': 18 (0.0%) + 't5_2zmfe': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 21,989,643/21,989,643 (100.0%) +Types: str:21,989,643 +String length avg: 12.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/teenagers': 43 (0.0%) + 'r/AskReddit': 43 (0.0%) + 'r/memes': 37 (0.0%) + 'r/PewdiepieSubmissions': 18 (0.0%) + 'r/dankmemes': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 21,989,643/21,989,643 (100.0%) +Types: int:21,989,643 +Numeric values: 21,989,643 total +Numeric range: min:-1, max:29,925,945, avg:1832029.0 +Numeric std dev: 5601122.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 21,989,643/21,989,643 (100.0%) +Types: str:21,989,643 +String length avg: 6.1 +Unique strings tracked: 6 +String values distribution: + 'public': 19,167,681 (87.2%) + 'user': 1,498,739 (6.8%) + 'restricted': 1,323,220 (6.0%) + 'gold_restricted': 1 (0.0%) + 'employees_only': 1 (0.0%) + 'archived': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 21,989,643/21,989,643 (100.0%) +Types: NoneType:17,778,598, str:4,211,045 +Null/Empty: null:17,778,598 +String length avg: 4.3 +Unique strings tracked: 8 +String values distribution: + 'qa': 1,507,304 (35.8%) + 'confidence': 986,689 (23.4%) + 'top': 850,584 (20.2%) + 'new': 805,253 (19.1%) + 'old': 49,932 (1.2%) + 'controversial': 8,714 (0.2%) + 'live': 2,449 (0.1%) + 'random': 120 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 21,989,643/21,989,643 (100.0%) +Types: str:21,989,643 +Null/Empty: empty_str:1,162 +String length avg: 27.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,198 (0.0%) + 'self': 777 (0.0%) + 'nsfw': 197 (0.0%) + 'image': 42 (0.0%) + 'spoiler': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 21,989,643/21,989,643 (100.0%) +Types: str:21,989,643 +String length avg: 53.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Saltie-Bot Is running': 7 (0.0%) + 'Happy new year': 5 (0.0%) + 'Happy New Year!': 4 (0.0%) + 'Happy New Year': 4 (0.0%) + 'No bra and panties underneath ;) [OC]': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 21,989,643/21,989,643 (100.0%) +Types: int:21,989,643 +Numeric values: 21,989,643 total +Numeric range: min:0, max:1,593, avg:0.0 +Numeric std dev: 0.5 +Unique numbers tracked: 119 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 21,989,643/21,989,643 (100.0%) +Types: str:21,989,643 +String length avg: 64.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/YHvXOZB.jpg': 4 (0.0%) + 'https://youtu.be/8RnT-bvmW68': 2 (0.0%) + 'https://soundcloud.com/user-827864947-758133152/se...': 2 (0.0%) + 'https://gfycat.com/sleepytinydarwinsfox': 2 (0.0%) + 'https://i.redd.it/e35r56ki52841.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 21,989,643/21,989,643 (100.0%) +Types: str:15,040,860, NoneType:6,948,783 +Null/Empty: null:6,948,783 +String length avg: 8.2 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 9,024,004 (60.0%) + 'some_ads': 2,662,671 (17.7%) + 'promo_adult_nsfw': 1,740,249 (11.6%) + 'no_ads': 1,178,421 (7.8%) + 'house_only': 418,329 (2.8%) + 'promo_all': 17,186 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 21,989,643/21,989,643 (100.0%) +Types: int:15,040,860, NoneType:6,948,783 +Null/Empty: null:6,948,783 +Numeric values: 15,040,860 total +Numeric range: min:0, max:7, avg:5.2 +Numeric std dev: 2.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 9,024,004 (60.0%) + 7: 2,662,671 (17.7%) + 3: 1,740,249 (11.6%) + 0: 1,178,421 (7.8%) + 1: 418,329 (2.8%) + 5: 17,186 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 21,989,642/21,989,643 (100.0%) +Types: list:21,989,642 +Null/Empty: empty_arr:21,989,642 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 21,988,481/21,989,643 (100.0%) +Types: int:12,965,659, NoneType:9,022,822 +Null/Empty: null:9,022,822 +Numeric values: 12,965,659 total +Numeric range: min:0, max:140, avg:114.9 +Numeric std dev: 27.9 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 21,988,481/21,989,643 (100.0%) +Types: int:12,965,659, NoneType:9,022,822 +Null/Empty: null:9,022,822 +Numeric values: 12,965,659 total +Numeric range: min:0, max:140, avg:139.7 +Numeric std dev: 4.6 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 17,148,100/21,989,643 (78.0%) +Types: int:16,149,931, NoneType:998,169 +Null/Empty: null:998,169 +Numeric values: 16,149,931 total +Numeric range: min:1,120,363,200, max:1,580,514,943, avg:1517690616.9 +Numeric std dev: 69368454.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 17,148,100/21,989,643 (78.0%) +Types: list:17,148,100 +Null/Empty: empty_arr:15,987,425 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 17,148,100/21,989,643 (78.0%) +Types: str:17,148,100 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 15,987,425 (93.2%) + 'richtext': 1,160,675 (6.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 17,148,100/21,989,643 (78.0%) +Types: str:17,148,100 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_9qf0f': 13 (0.0%) + 't2_bcevk': 10 (0.0%) + 't2_12q2l7nm': 8 (0.0%) + 't2_4luvkssm': 7 (0.0%) + 't2_3wz3877z': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 17,148,100/21,989,643 (78.0%) +Types: bool:17,148,100 +Booleans: true:0 (0.0%), false:17,148,100 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 17,148,100/21,989,643 (78.0%) +Types: bool:17,148,100 +Booleans: true:610,993 (3.6%), false:16,537,107 (96.4%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 8,636,208/21,989,643 (39.3%) +Types: str:8,636,208 +String length avg: 5.4 +Unique strings tracked: 6 +String values distribution: + 'image': 4,676,127 (54.1%) + 'link': 2,220,625 (25.7%) + 'rich:video': 868,123 (10.1%) + 'self': 544,398 (6.3%) + 'hosted:video': 326,850 (3.8%) + 'video': 85 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 8,636,208/21,989,643 (39.3%) +Types: dict:8,636,208 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 4,526,249/21,989,643 (20.6%) +Types: str:4,526,249 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '68e40d50-6435-11e2-97c8-12313b0c247a': 58 (0.0%) + '855d88d0-845f-11e3-8645-12313d18400c': 51 (0.0%) + '6b01166e-6435-11e2-a77a-12313d051e91': 33 (0.0%) + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 18 (0.0%) + '70795588-9d40-11e5-b29b-0e5d32eec499': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,062,399/21,989,643 (4.8%) +Types: str:1,062,399 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_eibhcl': 17 (0.0%) + 't3_eib4ra': 17 (0.0%) + 't3_ei926v': 11 (0.0%) + 't3_ei96j6': 9 (0.0%) + 't3_eibazo': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,062,399/21,989,643 (4.8%) +Types: list:1,062,399 +Null/Empty: empty_arr:22,949 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 219,291/21,989,643 (1.0%) +Types: dict:156,417, NoneType:62,874 +Null/Empty: null:62,874 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 67,986/21,989,643 (0.3%) +Types: bool:67,986 +Booleans: true:67,986 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 15,567/21,989,643 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 15,567/21,989,643 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 15,567/21,989,643 (0.1%) +Types: str:15,480, NoneType:87 +Null/Empty: null:87 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_4j5get2e': 119 (0.8%) + 't2_22fqrj9d': 87 (0.6%) + 't2_2i2luuns': 85 (0.5%) + 't2_kbwkm': 81 (0.5%) + 't2_4v7r32mf': 60 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 15,567/21,989,643 (0.1%) +Types: str:11,202, NoneType:4,365 +Null/Empty: null:4,365, empty_str:4 +String length avg: 19.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ProGradeSEO.com': 119 (1.1%) + 'arcadia.com': 92 (0.8%) + 'Reset.com': 89 (0.8%) + 'monsterhunter.com/world-iceborne/pc/us/': 81 (0.7%) + 'apps.apple.com': 68 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 15,567/21,989,643 (0.1%) +Types: NoneType:15,554, str:13 +Null/Empty: null:15,554 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'iframe': 11 (84.6%) + 'scrape': 2 (15.4%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 15,567/21,989,643 (0.1%) +Types: NoneType:15,554, str:13 +Null/Empty: null:15,554 +String length avg: 40.4 +Unique strings tracked: 3 +String values distribution: + 'https://d20gf578mhlwjm.cloudfront.net/': 11 (84.6%) + 'https://www.youtube.com/watch?v=u-vrdPtZVXc': 1 (7.7%) + 'https://www.youtube.com/watch?v=6IKGBlnu9YI&fe...': 1 (7.7%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 15,567/21,989,643 (0.1%) +Types: list:15,567 +Null/Empty: empty_arr:15,567 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 15,567/21,989,643 (0.1%) +Types: list:15,567 +Null/Empty: empty_arr:15,567 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 15,567/21,989,643 (0.1%) +Types: str:15,567 +String length avg: 84.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.arcadia.com/lp7/?utm_source=reddit&...': 31 (0.2%) + 'https://www.letspool.co.uk/?utm_source=reddit&...': 19 (0.1%) + 'https://chatterbites.com/register': 15 (0.1%) + 'https://progradeseo.com/?utm_source=reddit&utm...': 10 (0.1%) + 'https://clean-cheeks.com/why-clean-cheeks/': 9 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 15,567/21,989,643 (0.1%) +Types: bool:15,567 +Booleans: true:0 (0.0%), false:15,567 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 15,567/21,989,643 (0.1%) +Types: str:15,567 +Null/Empty: empty_str:4,177 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/JOg6zBxS71C9...': 20 (0.2%) + 'https://reddit-image.s3.amazonaws.com/vM0_P4STx5tP...': 19 (0.2%) + 'https://reddit-image.s3.amazonaws.com/7sCDE1ohOJcy...': 17 (0.1%) + 'https://reddit-image.s3.amazonaws.com/8Ws988XGOn7h...': 13 (0.1%) + 'https://reddit-image.s3.amazonaws.com/o6iF3tkTDrQG...': 11 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 15,567/21,989,643 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 15,567/21,989,643 (0.1%) +Types: dict:15,567 +Null/Empty: empty_obj:15,567 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 15,567/21,989,643 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 15,567/21,989,643 (0.1%) +Types: bool:15,567 +Booleans: true:15,567 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 15,567/21,989,643 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 15,567/21,989,643 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 15,567/21,989,643 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 15,567/21,989,643 (0.1%) +Types: bool:15,567 +Booleans: true:15,567 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 15,567/21,989,643 (0.1%) +Types: list:15,567 +Null/Empty: empty_arr:15,567 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 15,567/21,989,643 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 15,567/21,989,643 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 13,589/21,989,643 (0.1%) +Types: str:13,589 +Null/Empty: empty_str:4 +String length avg: 8.9 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 5,362 (39.5%) + 'Shop Now': 2,095 (15.4%) + 'Sign Up': 1,567 (11.5%) + 'Download': 990 (7.3%) + 'View More': 886 (6.5%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 4,070/21,989,643 (0.0%) +Types: list:4,070 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,923/21,989,643 (0.0%) +Types: float:1,923 +Numeric values: 1,923 total +Numeric range: min:1,576,893,600.0, max:7,258,129,200.0, avg:1583183761.4 +Numeric std dev: 129671029.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,923/21,989,643 (0.0%) +Types: bool:1,923 +Booleans: true:3 (0.2%), false:1,920 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,923/21,989,643 (0.0%) +Types: float:1,923 +Numeric values: 1,923 total +Numeric range: min:1,576,868,400.0, max:7,258,114,800.0, avg:1583113408.4 +Numeric std dev: 129669770.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 64/21,989,643 (0.0%) +Types: dict:38, NoneType:26 +Null/Empty: null:26 + +================================================================================ + +================================================================================ +FILE: RS_2020-02.jsonl +Analysis Time: 2026-01-15 09:39:14 +================================================================================ +Total lines: 22,242,008 +Processed lines: 22,242,008 +Total unique fields: 118 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 22,242,008/22,242,008 (100.0%) +Types: list:22,242,008 +Null/Empty: empty_arr:22,124,534 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 22,242,008/22,242,008 (100.0%) +Types: bool:22,242,008 +Booleans: true:950,441 (4.3%), false:21,291,567 (95.7%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 22,242,008/22,242,008 (100.0%) +Types: bool:22,242,008 +Booleans: true:0 (0.0%), false:22,242,008 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 22,242,008/22,242,008 (100.0%) +Types: str:22,242,008 +String length avg: 11.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 370 (0.0%) + 'MackClarke': 23 (0.0%) + 'nofeenews': 14 (0.0%) + 'a_nerdyperson': 10 (0.0%) + 'sharewithme': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 22,242,008/22,242,008 (100.0%) +Types: NoneType:16,166,513, str:6,075,495 +Null/Empty: null:16,166,513, empty_str:5,327,650 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 8,121 (1.1%) + '#ffb000': 2,551 (0.3%) + '#dadada': 2,047 (0.3%) + '#edeff1': 1,326 (0.2%) + '#20cc54': 825 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 22,242,008/22,242,008 (100.0%) +Types: NoneType:21,001,744, str:1,240,264 +Null/Empty: null:21,001,744, empty_str:94,461 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 74 (0.0%) + 'cursedpostingsbot': 38 (0.0%) + 'ver': 36 (0.0%) + 'new': 28 (0.0%) + 'green tier2': 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 22,242,008/22,242,008 (100.0%) +Types: NoneType:20,716,741, str:1,525,267 +Null/Empty: null:20,716,741 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0e8e4996-604b-11ea-bd19-0eedcb93a73d': 45 (0.0%) + '6d903666-582c-11e9-abcf-0e5e9f22a72e': 29 (0.0%) + '0f2fd410-6c3a-11e9-a36b-0ed1165e76d4': 26 (0.0%) + '38fb4ae2-4e59-11e1-912e-12313d18ad57': 19 (0.0%) + '17c52648-371e-11ea-a9dc-0ee5c5a904bf': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 22,242,008/22,242,008 (100.0%) +Types: NoneType:20,146,252, str:2,095,756 +Null/Empty: null:20,146,252, empty_str:163,277 +String length avg: 15.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 32 (0.0%) + '☣️ INFECTED ☣️': 31 (0.0%) + 'verified': 19 (0.0%) + ':doge: admin': 15 (0.0%) + 'Moderator': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 22,242,008/22,242,008 (100.0%) +Types: NoneType:15,390,058, str:6,851,950 +Null/Empty: null:15,390,058, empty_str:24,837 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 6,580,907 (96.4%) + 'light': 246,206 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 22,242,008/22,242,008 (100.0%) +Types: list:22,242,008 +Null/Empty: empty_arr:22,242,008 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 22,242,008/22,242,008 (100.0%) +Types: bool:22,242,008 +Booleans: true:17,427,278 (78.4%), false:4,814,730 (21.6%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 22,242,008/22,242,008 (100.0%) +Types: bool:22,242,008 +Booleans: true:0 (0.0%), false:22,242,008 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 22,242,008/22,242,008 (100.0%) +Types: NoneType:22,241,486, str:522 +Null/Empty: null:22,241,486, empty_str:18 +String length avg: 12.3 +Unique strings tracked: 10 +String values distribution: + 'drawing_and_painting': 134 (26.6%) + 'photography': 106 (21.0%) + 'entertainment': 74 (14.7%) + 'animals': 71 (14.1%) + 'gaming': 71 (14.1%) + 'diy_and_crafts': 22 (4.4%) + 'videos': 16 (3.2%) + 'memes': 5 (1.0%) + 'food': 3 (0.6%) + 'funny': 2 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 22,242,008/22,242,008 (100.0%) +Types: NoneType:21,986,743, list:255,265 +Null/Empty: null:21,986,743 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 22,242,008/22,242,008 (100.0%) +Types: bool:22,242,008 +Booleans: true:10,424 (0.0%), false:22,231,584 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 22,242,008/22,242,008 (100.0%) +Types: int:22,242,008 +Numeric values: 22,242,008 total +Numeric range: min:1,580,515,200, max:1,583,020,799, avg:1581780540.5 +Numeric std dev: 722321.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 22,242,008/22,242,008 (100.0%) +Types: NoneType:22,216,804, str:25,204 +Null/Empty: null:22,216,804 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 25,204 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 22,242,008/22,242,008 (100.0%) +Types: NoneType:22,181,914, str:60,094 +Null/Empty: null:22,181,914 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 60,051 (99.9%) + 'admin': 43 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 22,242,008/22,242,008 (100.0%) +Types: str:22,242,008 +Null/Empty: empty_str:33 +String length avg: 12.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 1,029 (0.0%) + 'v.redd.it': 97 (0.0%) + 'i.imgur.com': 92 (0.0%) + 'gfycat.com': 85 (0.0%) + 'youtube.com': 79 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 22,242,008/22,242,008 (100.0%) +Types: bool:21,675,632, int:566,376 +Booleans: true:0 (0.0%), false:21,675,632 (100.0%) +Numeric values: 566,376 total +Numeric range: min:1,580,515,470, max:1,587,517,225, avg:1581903344.2 +Numeric std dev: 884209.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 22,242,008/22,242,008 (100.0%) +Types: int:22,242,008 +Numeric values: 22,242,008 total +Numeric range: min:0, max:69, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 24 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 22,242,008/22,242,008 (100.0%) +Types: dict:22,242,008 +Null/Empty: empty_obj:22,152,808 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 22,242,008/22,242,008 (100.0%) +Types: bool:22,242,008 +Booleans: true:0 (0.0%), false:22,242,008 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 22,242,008/22,242,008 (100.0%) +Types: str:22,242,008 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'engu40': 1 (0.0%) + 'eo7elw': 1 (0.0%) + 'et5brm': 1 (0.0%) + 'et5els': 1 (0.0%) + 'et5ftd': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 22,242,008/22,242,008 (100.0%) +Types: bool:22,242,008 +Booleans: true:13,278,740 (59.7%), false:8,963,268 (40.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 22,242,008/22,242,008 (100.0%) +Types: bool:22,242,008 +Booleans: true:4 (0.0%), false:22,242,004 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 22,242,008/22,242,008 (100.0%) +Types: bool:22,242,008 +Booleans: true:98,292 (0.4%), false:22,143,716 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 22,242,008/22,242,008 (100.0%) +Types: bool:22,242,008 +Booleans: true:7,960,263 (35.8%), false:14,281,745 (64.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 22,242,008/22,242,008 (100.0%) +Types: bool:22,242,008 +Booleans: true:13,414,572 (60.3%), false:8,827,436 (39.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 22,242,008/22,242,008 (100.0%) +Types: bool:22,242,008 +Booleans: true:8,519,818 (38.3%), false:13,722,190 (61.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 22,242,008/22,242,008 (100.0%) +Types: bool:22,242,008 +Booleans: true:518,755 (2.3%), false:21,723,253 (97.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 22,242,008/22,242,008 (100.0%) +Types: str:22,242,008 +Null/Empty: empty_str:19,336,237 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 586 (0.0%) + '#ea0027': 339 (0.0%) + '#0079d3': 265 (0.0%) + '#ffb000': 261 (0.0%) + '#ffd635': 232 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 22,242,008/22,242,008 (100.0%) +Types: NoneType:16,638,796, str:5,603,212 +Null/Empty: null:16,638,796, empty_str:1,823,982 +String length avg: 6.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 126 (0.0%) + 'question': 105 (0.0%) + 'help': 57 (0.0%) + 'blue': 47 (0.0%) + 'image': 44 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 22,242,008/22,242,008 (100.0%) +Types: list:22,242,008 +Null/Empty: empty_arr:19,217,070 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 22,242,008/22,242,008 (100.0%) +Types: NoneType:16,355,635, str:5,886,373 +Null/Empty: null:16,355,635, empty_str:570 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 90 (0.0%) + 'Question': 82 (0.0%) + 'Image': 34 (0.0%) + 'Other': 27 (0.0%) + 'Meme': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 22,242,008/22,242,008 (100.0%) +Types: str:22,242,008 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 20,434,852 (91.9%) + 'light': 1,807,156 (8.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 22,242,008/22,242,008 (100.0%) +Types: str:22,242,008 +String length avg: 4.5 +Unique strings tracked: 2 +String values distribution: + 'text': 19,217,070 (86.4%) + 'richtext': 3,024,938 (13.6%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 22,242,008/22,242,008 (100.0%) +Types: bool:22,242,008 +Booleans: true:440,600 (2.0%), false:21,801,408 (98.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 22,242,008/22,242,008 (100.0%) +Types: NoneType:19,788,510, dict:2,453,498 +Null/Empty: null:19,788,510 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 22,242,008/22,242,008 (100.0%) +Types: dict:22,242,008 +Null/Empty: empty_obj:20,305,195 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 22,242,008/22,242,008 (100.0%) +Types: bool:22,242,008 +Booleans: true:109 (0.0%), false:22,241,899 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 22,242,008/22,242,008 (100.0%) +Types: bool:22,242,008 +Booleans: true:12,526,945 (56.3%), false:9,715,063 (43.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 22,242,008/22,242,008 (100.0%) +Types: int:22,242,008 +Numeric values: 22,242,008 total +Numeric range: min:0, max:99,306, avg:6.4 +Numeric std dev: 80.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 22,242,008/22,242,008 (100.0%) +Types: int:22,242,008 +Numeric values: 22,242,008 total +Numeric range: min:0, max:2,563, avg:0.1 +Numeric std dev: 0.9 +Unique numbers tracked: 136 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 22,242,008/22,242,008 (100.0%) +Types: bool:22,242,008 +Booleans: true:3,735,995 (16.8%), false:18,506,013 (83.2%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 22,242,008/22,242,008 (100.0%) +Types: str:14,862,530, NoneType:7,379,478 +Null/Empty: null:7,379,478 +String length avg: 8.2 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 8,940,876 (60.2%) + 'some_ads': 2,629,127 (17.7%) + 'promo_adult_nsfw': 1,688,769 (11.4%) + 'no_ads': 1,178,391 (7.9%) + 'house_only': 408,174 (2.7%) + 'promo_all': 17,193 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 22,242,008/22,242,008 (100.0%) +Types: str:22,242,008 +String length avg: 65.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/AskHistorians/comments/engu40/floating_feature_...': 1 (0.0%) + '/r/AutisticPride/comments/eo7elw/what_was_somethin...': 1 (0.0%) + '/r/marshydrogrowers/comments/et5brm/tsl2000_very_b...': 1 (0.0%) + '/r/marshydrogrowers/comments/et5els/mars_hydro_tsl...': 1 (0.0%) + '/r/marshydrogrowers/comments/et5ftd/plants_are_mor...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 22,242,008/22,242,008 (100.0%) +Types: bool:22,242,008 +Booleans: true:0 (0.0%), false:22,242,008 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 22,242,008/22,242,008 (100.0%) +Types: int:14,862,530, NoneType:7,379,478 +Null/Empty: null:7,379,478 +Numeric values: 14,862,530 total +Numeric range: min:0, max:7, avg:5.2 +Numeric std dev: 2.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 8,940,876 (60.2%) + 7: 2,629,127 (17.7%) + 3: 1,688,769 (11.4%) + 0: 1,178,391 (7.9%) + 1: 408,174 (2.7%) + 5: 17,193 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 22,242,008/22,242,008 (100.0%) +Types: bool:22,242,008 +Booleans: true:128,832 (0.6%), false:22,113,176 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 22,242,008/22,242,008 (100.0%) +Types: NoneType:22,234,016, str:7,992 +Null/Empty: null:22,234,016 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 7,992 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 22,242,008/22,242,008 (100.0%) +Types: NoneType:22,242,008 +Null/Empty: null:22,242,008 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 22,242,008/22,242,008 (100.0%) +Types: NoneType:13,413,400, str:8,828,608 +Null/Empty: null:13,413,400 +String length avg: 7.5 +Unique strings tracked: 9 +String values distribution: + 'deleted': 4,455,284 (50.5%) + 'moderator': 2,732,740 (31.0%) + 'reddit': 1,568,856 (17.8%) + 'automod_filtered': 45,750 (0.5%) + 'author': 18,038 (0.2%) + 'copyright_takedown': 6,057 (0.1%) + 'anti_evil_ops': 1,132 (0.0%) + 'content_takedown': 647 (0.0%) + 'community_ops': 104 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 22,242,008/22,242,008 (100.0%) +Types: int:22,242,008 +Numeric values: 22,242,008 total +Numeric range: min:1,586,996,439, max:1,587,521,081, avg:1587394099.2 +Numeric std dev: 73473.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 22,242,008/22,242,008 (100.0%) +Types: int:22,242,008 +Numeric values: 22,242,008 total +Numeric range: min:0, max:196,825, avg:88.3 +Numeric std dev: 1209.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 22,242,008/22,242,008 (100.0%) +Types: NoneType:19,788,510, dict:2,453,498 +Null/Empty: null:19,788,510 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 22,242,008/22,242,008 (100.0%) +Types: dict:22,242,008 +Null/Empty: empty_obj:20,305,195 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 22,242,008/22,242,008 (100.0%) +Types: str:22,242,008 +Null/Empty: empty_str:11,753,321 +String length avg: 288.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,032 (0.0%) + '[removed]': 446 (0.0%) + 'Hi all, if you’re looking for recovery services, I...': 4 (0.0%) + 'Praise The Legendary Game Developer Todd Howard': 2 (0.0%) + 'Are the pockets of nutrients in soil really that s...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 22,242,008/22,242,008 (100.0%) +Types: bool:22,242,008 +Booleans: true:20,111,737 (90.4%), false:2,130,271 (9.6%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 22,242,008/22,242,008 (100.0%) +Types: bool:22,242,008 +Booleans: true:116,214 (0.5%), false:22,125,794 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 22,242,008/22,242,008 (100.0%) +Types: bool:22,242,008 +Booleans: true:14,597 (0.1%), false:22,227,411 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 22,242,008/22,242,008 (100.0%) +Types: str:22,242,008 +String length avg: 11.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 29 (0.0%) + 'dankmemes': 13 (0.0%) + 'nofeenews': 12 (0.0%) + 'memes': 12 (0.0%) + 'Aspergerswork': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 22,242,008/22,242,008 (100.0%) +Types: str:22,242,008 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 29 (0.0%) + 't5_2zmfe': 13 (0.0%) + 't5_niwxn': 12 (0.0%) + 't5_2qjpg': 12 (0.0%) + 't5_2do1fs': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 22,242,008/22,242,008 (100.0%) +Types: str:22,242,008 +String length avg: 12.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/AskReddit': 29 (0.0%) + 'r/dankmemes': 13 (0.0%) + 'r/nofeenews': 12 (0.0%) + 'r/memes': 12 (0.0%) + 'r/Aspergerswork': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 22,242,008/22,242,008 (100.0%) +Types: int:22,242,008 +Numeric values: 22,242,008 total +Numeric range: min:-1, max:55,871,742, avg:1827299.9 +Numeric std dev: 5642430.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 22,242,008/22,242,008 (100.0%) +Types: str:22,242,008 +String length avg: 6.1 +Unique strings tracked: 3 +String values distribution: + 'public': 19,297,373 (86.8%) + 'user': 1,699,109 (7.6%) + 'restricted': 1,245,526 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 22,242,008/22,242,008 (100.0%) +Types: NoneType:17,817,921, str:4,424,087 +Null/Empty: null:17,817,921 +String length avg: 4.3 +Unique strings tracked: 8 +String values distribution: + 'qa': 1,708,166 (38.6%) + 'confidence': 1,043,514 (23.6%) + 'new': 815,424 (18.4%) + 'top': 794,214 (18.0%) + 'old': 50,381 (1.1%) + 'controversial': 8,316 (0.2%) + 'live': 2,484 (0.1%) + 'random': 1,588 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 22,242,008/22,242,008 (100.0%) +Types: str:22,242,008 +Null/Empty: empty_str:989 +String length avg: 27.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,487 (0.0%) + 'self': 718 (0.0%) + 'nsfw': 306 (0.0%) + 'image': 33 (0.0%) + 'spoiler': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 22,242,008/22,242,008 (100.0%) +Types: str:22,242,008 +String length avg: 53.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Should I flash the UberEats driver as a tip? Sc st...': 5 (0.0%) + 'Fender Player Telecaster - $525 ($525 + Free S/H) ...': 5 (0.0%) + 'Which beta bitch am I gonna train next? Goddess is...': 4 (0.0%) + 'Bruh': 3 (0.0%) + 'Live: Republicans Vote to Block Witnesses and Evid...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 22,242,008/22,242,008 (100.0%) +Types: int:22,242,008 +Numeric values: 22,242,008 total +Numeric range: min:0, max:544, avg:0.0 +Numeric std dev: 0.3 +Unique numbers tracked: 103 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 22,242,008/22,242,008 (100.0%) +Types: list:22,242,008 +Null/Empty: empty_arr:22,242,008 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 22,242,008/22,242,008 (100.0%) +Types: str:22,242,008 +String length avg: 64.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://gfycat.com/colossalcluelessfishingcat': 5 (0.0%) + 'https://www.pornhub.com/view_video.php?viewkey=ph5...': 4 (0.0%) + 'https://gfycat.com/elaborateconsciousiberianmole': 3 (0.0%) + 'https://youtu.be/K8Vwd34OhWA': 3 (0.0%) + 'https://youtu.be/CQIah9ymor8': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 22,242,008/22,242,008 (100.0%) +Types: str:14,862,530, NoneType:7,379,478 +Null/Empty: null:7,379,478 +String length avg: 8.3 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 8,870,503 (59.7%) + 'some_ads': 2,621,445 (17.6%) + 'promo_adult_nsfw': 1,766,942 (11.9%) + 'no_ads': 1,178,391 (7.9%) + 'house_only': 408,174 (2.7%) + 'promo_all': 17,075 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 22,242,008/22,242,008 (100.0%) +Types: int:14,862,530, NoneType:7,379,478 +Null/Empty: null:7,379,478 +Numeric values: 14,862,530 total +Numeric range: min:0, max:7, avg:5.2 +Numeric std dev: 2.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 8,870,503 (59.7%) + 7: 2,621,445 (17.6%) + 3: 1,766,942 (11.9%) + 0: 1,178,391 (7.9%) + 1: 408,174 (2.7%) + 5: 17,075 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 22,241,019/22,242,008 (100.0%) +Types: int:13,344,627, NoneType:8,896,392 +Null/Empty: null:8,896,392 +Numeric values: 13,344,627 total +Numeric range: min:1, max:140, avg:115.6 +Numeric std dev: 27.8 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 22,241,019/22,242,008 (100.0%) +Types: int:13,344,627, NoneType:8,896,392 +Null/Empty: null:8,896,392 +Numeric values: 13,344,627 total +Numeric range: min:1, max:140, avg:139.7 +Numeric std dev: 5.0 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 17,526,878/22,242,008 (78.8%) +Types: int:15,615,372, NoneType:1,911,506 +Null/Empty: null:1,911,506 +Numeric values: 15,615,372 total +Numeric range: min:1,118,030,400, max:1,583,020,657, avg:1518292392.0 +Numeric std dev: 69575867.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 17,526,878/22,242,008 (78.8%) +Types: list:17,526,878 +Null/Empty: empty_arr:16,409,856 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 17,526,878/22,242,008 (78.8%) +Types: str:17,526,878 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 16,409,856 (93.6%) + 'richtext': 1,117,022 (6.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 17,526,878/22,242,008 (78.8%) +Types: str:17,526,878 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_54r0pt7r': 23 (0.0%) + 't2_12q2l7nm': 14 (0.0%) + 't2_5a2i8u9n': 10 (0.0%) + 't2_bcevk': 10 (0.0%) + 't2_ag00hew': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 17,526,878/22,242,008 (78.8%) +Types: bool:17,526,878 +Booleans: true:0 (0.0%), false:17,526,878 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 17,526,878/22,242,008 (78.8%) +Types: bool:17,526,878 +Booleans: true:590,223 (3.4%), false:16,936,655 (96.6%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 8,837,461/22,242,008 (39.7%) +Types: str:8,837,461 +String length avg: 5.5 +Unique strings tracked: 6 +String values distribution: + 'image': 4,735,377 (53.6%) + 'link': 2,283,030 (25.8%) + 'rich:video': 941,686 (10.7%) + 'self': 537,909 (6.1%) + 'hosted:video': 339,406 (3.8%) + 'video': 53 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 8,837,461/22,242,008 (39.7%) +Types: dict:8,837,461 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 4,607,612/22,242,008 (20.7%) +Types: str:4,607,612 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '855d88d0-845f-11e3-8645-12313d18400c': 13 (0.0%) + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 12 (0.0%) + '9f977b78-a829-11e8-b33f-0ee05f7ae348': 8 (0.0%) + 'aa00668e-0664-11ea-93ca-0e52c6c8e26b': 8 (0.0%) + 'c586b3f8-a829-11e8-a989-0e2de87d12c0': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,098,372/22,242,008 (4.9%) +Types: str:1,098,372 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_ewuznj': 17 (0.0%) + 't3_ewvx26': 9 (0.0%) + 't3_ewtwtm': 6 (0.0%) + 't3_ewti5s': 6 (0.0%) + 't3_ewxm27': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,098,372/22,242,008 (4.9%) +Types: list:1,098,372 +Null/Empty: empty_arr:17,710 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 224,313/22,242,008 (1.0%) +Types: dict:160,648, NoneType:63,665 +Null/Empty: null:63,665, empty_obj:2 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 56,821/22,242,008 (0.3%) +Types: bool:56,821 +Booleans: true:56,821 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 16,848/22,242,008 (0.1%) +Types: NoneType:16,848 +Null/Empty: null:16,848 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 16,848/22,242,008 (0.1%) +Types: NoneType:16,848 +Null/Empty: null:16,848 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 16,848/22,242,008 (0.1%) +Types: str:16,757, NoneType:91 +Null/Empty: null:91 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_aptwu': 84 (0.5%) + 't2_147iaz': 76 (0.5%) + 't2_3hc2ryxv': 67 (0.4%) + 't2_3ktgjz9h': 61 (0.4%) + 't2_5b5lbjet': 44 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 16,848/22,242,008 (0.1%) +Types: str:12,828, NoneType:4,020 +Null/Empty: null:4,020, empty_str:6 +String length avg: 19.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'triplebyte.com/': 109 (0.9%) + 'apps.apple.com': 85 (0.7%) + 'bottomless.com/': 85 (0.7%) + 'ATT.COM': 76 (0.6%) + 'SOPHOS.COM': 62 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 16,848/22,242,008 (0.1%) +Types: NoneType:16,834, str:14 +Null/Empty: null:16,834 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'iframe': 14 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 16,848/22,242,008 (0.1%) +Types: NoneType:16,834, str:14 +Null/Empty: null:16,834 +String length avg: 38.4 +Unique strings tracked: 2 +String values distribution: + 'https://d20gf578mhlwjm.cloudfront.net/': 13 (92.9%) + 'https://www.youtube.com/watch?v=hPcR6MQ5dJo': 1 (7.1%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 16,848/22,242,008 (0.1%) +Types: list:16,848 +Null/Empty: empty_arr:16,848 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 16,848/22,242,008 (0.1%) +Types: list:16,848 +Null/Empty: empty_arr:16,848 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 16,848/22,242,008 (0.1%) +Types: str:16,848 +String length avg: 89.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.kickstarter.com/projects/tresebrothers...': 18 (0.1%) + 'https://thelemonfirm.com/': 14 (0.1%) + 'https://samplesfrommars.com/products/all-products-...': 13 (0.1%) + 'https://www.vinovest.co/?utm_source=reddit&utm...': 13 (0.1%) + 'https://conferences.oreilly.com/infrastructure-ops...': 13 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 16,848/22,242,008 (0.1%) +Types: bool:16,848 +Booleans: true:0 (0.0%), false:16,848 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 16,848/22,242,008 (0.1%) +Types: str:16,848 +Null/Empty: empty_str:4,308 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/h8XqYfXX7k3k...': 10 (0.1%) + 'https://reddit-image.s3.amazonaws.com/HjFYiov1WGuj...': 9 (0.1%) + 'https://reddit-image.s3.amazonaws.com/KWA907yF37Hs...': 8 (0.1%) + 'https://reddit-image.s3.amazonaws.com/DNZHXY73tsqw...': 7 (0.1%) + 'https://reddit-image.s3.amazonaws.com/r_8E-pOpBcJT...': 7 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 16,848/22,242,008 (0.1%) +Types: NoneType:16,848 +Null/Empty: null:16,848 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 16,848/22,242,008 (0.1%) +Types: dict:16,848 +Null/Empty: empty_obj:16,848 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 16,848/22,242,008 (0.1%) +Types: NoneType:16,848 +Null/Empty: null:16,848 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 16,848/22,242,008 (0.1%) +Types: bool:16,848 +Booleans: true:16,848 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 16,848/22,242,008 (0.1%) +Types: NoneType:16,848 +Null/Empty: null:16,848 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 16,848/22,242,008 (0.1%) +Types: NoneType:16,848 +Null/Empty: null:16,848 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 16,848/22,242,008 (0.1%) +Types: NoneType:16,848 +Null/Empty: null:16,848 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 16,848/22,242,008 (0.1%) +Types: bool:16,848 +Booleans: true:16,848 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 16,848/22,242,008 (0.1%) +Types: list:16,848 +Null/Empty: empty_arr:16,848 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 16,848/22,242,008 (0.1%) +Types: NoneType:16,848 +Null/Empty: null:16,848 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 16,848/22,242,008 (0.1%) +Types: NoneType:16,848 +Null/Empty: null:16,848 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 14,228/22,242,008 (0.1%) +Types: str:14,228 +Null/Empty: empty_str:82 +String length avg: 8.8 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 5,335 (37.7%) + 'Shop Now': 2,436 (17.2%) + 'Sign Up': 1,644 (11.6%) + 'Download': 953 (6.7%) + 'View More': 832 (5.9%) + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 9,209/22,242,008 (0.0%) +Types: dict:9,209 + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 4,784/22,242,008 (0.0%) +Types: list:4,784 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,902/22,242,008 (0.0%) +Types: float:1,902 +Numeric values: 1,902 total +Numeric range: min:1,578,956,400.0, max:7,956,921,600.0, avg:1591294147.7 +Numeric std dev: 217623078.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,902/22,242,008 (0.0%) +Types: bool:1,902 +Booleans: true:1 (0.1%), false:1,901 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,902/22,242,008 (0.0%) +Types: float:1,902 +Numeric values: 1,902 total +Numeric range: min:1,578,942,000.0, max:7,956,915,720.0, avg:1591246516.6 +Numeric std dev: 217624529.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 31/22,242,008 (0.0%) +Types: dict:22, NoneType:9 +Null/Empty: null:9 + +================================================================================ + +================================================================================ +FILE: RS_2020-03.jsonl +Analysis Time: 2026-01-15 10:37:16 +================================================================================ +Total lines: 26,577,226 +Processed lines: 26,577,226 +Total unique fields: 118 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 26,577,226/26,577,226 (100.0%) +Types: list:26,577,226 +Null/Empty: empty_arr:26,433,413 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 26,577,226/26,577,226 (100.0%) +Types: bool:26,577,226 +Booleans: true:1,069,108 (4.0%), false:25,508,118 (96.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 26,577,226/26,577,226 (100.0%) +Types: bool:26,577,226 +Booleans: true:0 (0.0%), false:26,577,226 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 26,577,226/26,577,226 (100.0%) +Types: str:26,577,226 +String length avg: 11.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 369 (0.0%) + 'sharewithme': 16 (0.0%) + 'xXsinperXx': 8 (0.0%) + 'KAG_CAVE': 6 (0.0%) + 'GrandWinner8': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 26,577,226/26,577,226 (100.0%) +Types: NoneType:19,680,420, str:6,896,806 +Null/Empty: null:19,680,420, empty_str:5,990,630 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 8,166 (0.9%) + '#ffb000': 3,146 (0.3%) + '#dadada': 1,977 (0.2%) + '#edeff1': 1,280 (0.1%) + '#ea0027': 810 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 26,577,226/26,577,226 (100.0%) +Types: NoneType:25,243,601, str:1,333,625 +Null/Empty: null:25,243,601, empty_str:117,953 +String length avg: 7.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 35 (0.0%) + 'ver': 34 (0.0%) + 'The king of booty': 31 (0.0%) + 'green': 22 (0.0%) + 'BBS': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 26,577,226/26,577,226 (100.0%) +Types: NoneType:24,841,732, str:1,735,494 +Null/Empty: null:24,841,732 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0e8e4996-604b-11ea-bd19-0eedcb93a73d': 72 (0.0%) + '38fb4ae2-4e59-11e1-912e-12313d18ad57': 24 (0.0%) + '531e23a2-45dd-11ea-bd22-0ee4803b221d': 19 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 14 (0.0%) + 'aaa87558-6d1d-11e9-94ca-0ee6f6d0d234': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 26,577,226/26,577,226 (100.0%) +Types: NoneType:24,237,003, str:2,340,223 +Null/Empty: null:24,237,003, empty_str:189,400 +String length avg: 15.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '☣️ INFECTED ☣️': 56 (0.0%) + 'Official Bot': 28 (0.0%) + 'verified': 20 (0.0%) + '☄': 15 (0.0%) + '14': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 26,577,226/26,577,226 (100.0%) +Types: NoneType:18,852,247, str:7,724,979 +Null/Empty: null:18,852,247, empty_str:32,210 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 7,407,140 (96.3%) + 'light': 285,629 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 26,577,226/26,577,226 (100.0%) +Types: list:26,577,226 +Null/Empty: empty_arr:26,577,226 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 26,577,226/26,577,226 (100.0%) +Types: bool:26,577,226 +Booleans: true:21,175,953 (79.7%), false:5,401,273 (20.3%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 26,577,226/26,577,226 (100.0%) +Types: bool:26,577,226 +Booleans: true:0 (0.0%), false:26,577,226 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 26,577,226/26,577,226 (100.0%) +Types: NoneType:26,576,599, str:627 +Null/Empty: null:26,576,599, empty_str:30 +String length avg: 12.0 +Unique strings tracked: 11 +Top 5 string values: + 'drawing_and_painting': 171 (28.6%) + 'gaming': 124 (20.8%) + 'photography': 104 (17.4%) + 'animals': 92 (15.4%) + 'entertainment': 63 (10.6%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 26,577,226/26,577,226 (100.0%) +Types: NoneType:26,273,316, list:303,910 +Null/Empty: null:26,273,316 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 26,577,226/26,577,226 (100.0%) +Types: bool:26,577,226 +Booleans: true:11,724 (0.0%), false:26,565,502 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 26,577,226/26,577,226 (100.0%) +Types: int:26,577,226 +Numeric values: 26,577,226 total +Numeric range: min:1,583,020,800, max:1,585,699,199, avg:1584412609.1 +Numeric std dev: 772634.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 26,577,226/26,577,226 (100.0%) +Types: NoneType:26,521,911, str:55,315 +Null/Empty: null:26,521,911 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 55,315 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 26,577,226/26,577,226 (100.0%) +Types: NoneType:26,497,140, str:80,086 +Null/Empty: null:26,497,140 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 80,016 (99.9%) + 'admin': 70 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 26,577,226/26,577,226 (100.0%) +Types: str:26,577,226 +Null/Empty: empty_str:23 +String length avg: 12.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 1,142 (0.0%) + 'i.imgur.com': 89 (0.0%) + 'v.redd.it': 85 (0.0%) + 'self.AskReddit': 74 (0.0%) + 'youtu.be': 69 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 26,577,226/26,577,226 (100.0%) +Types: bool:25,947,811, int:629,415 +Booleans: true:0 (0.0%), false:25,947,811 (100.0%) +Numeric values: 629,415 total +Numeric range: min:1,583,021,026, max:1,587,803,785, avg:1584486581.8 +Numeric std dev: 842959.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 26,577,226/26,577,226 (100.0%) +Types: int:26,577,226 +Numeric values: 26,577,226 total +Numeric range: min:0, max:98, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 35 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 26,577,226/26,577,226 (100.0%) +Types: dict:26,577,226 +Null/Empty: empty_obj:26,488,925 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 26,577,226/26,577,226 (100.0%) +Types: bool:26,577,226 +Booleans: true:0 (0.0%), false:26,577,226 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 26,577,226/26,577,226 (100.0%) +Types: str:26,577,226 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'd1fzml': 2 (0.0%) + 'enofnj': 2 (0.0%) + 'eyyu2s': 2 (0.0%) + 'ezi5hr': 2 (0.0%) + 'f637jx': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 26,577,226/26,577,226 (100.0%) +Types: bool:26,577,226 +Booleans: true:15,778,549 (59.4%), false:10,798,677 (40.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 26,577,226/26,577,226 (100.0%) +Types: bool:26,577,226 +Booleans: true:15 (0.0%), false:26,577,211 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 26,577,226/26,577,226 (100.0%) +Types: bool:26,577,226 +Booleans: true:117,044 (0.4%), false:26,460,182 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 26,577,226/26,577,226 (100.0%) +Types: bool:26,577,226 +Booleans: true:9,418,015 (35.4%), false:17,159,211 (64.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 26,577,226/26,577,226 (100.0%) +Types: bool:26,577,226 +Booleans: true:15,865,844 (59.7%), false:10,711,382 (40.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 26,577,226/26,577,226 (100.0%) +Types: bool:26,577,226 +Booleans: true:10,166,351 (38.3%), false:16,410,875 (61.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 26,577,226/26,577,226 (100.0%) +Types: bool:26,577,226 +Booleans: true:656,716 (2.5%), false:25,920,510 (97.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 26,577,226/26,577,226 (100.0%) +Types: str:26,577,226 +Null/Empty: empty_str:22,646,497 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 548 (0.0%) + '#ea0027': 420 (0.0%) + '#0079d3': 300 (0.0%) + '#ff66ac': 273 (0.0%) + '#ffb000': 269 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 26,577,226/26,577,226 (100.0%) +Types: NoneType:19,457,108, str:7,120,118 +Null/Empty: null:19,457,108, empty_str:2,510,478 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'question': 148 (0.0%) + 'discussion': 127 (0.0%) + 'removed': 50 (0.0%) + 'other': 49 (0.0%) + 'image': 46 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 26,577,226/26,577,226 (100.0%) +Types: list:26,577,226 +Null/Empty: empty_arr:22,704,161 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 26,577,226/26,577,226 (100.0%) +Types: NoneType:19,094,236, str:7,482,990 +Null/Empty: null:19,094,236, empty_str:731 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 112 (0.0%) + 'Question': 109 (0.0%) + 'M4F': 39 (0.0%) + 'Image': 37 (0.0%) + 'Meme': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 26,577,226/26,577,226 (100.0%) +Types: str:26,577,226 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 24,152,677 (90.9%) + 'light': 2,424,549 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 26,577,226/26,577,226 (100.0%) +Types: str:26,577,226 +String length avg: 4.6 +Unique strings tracked: 2 +String values distribution: + 'text': 22,704,161 (85.4%) + 'richtext': 3,873,065 (14.6%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 26,577,226/26,577,226 (100.0%) +Types: bool:26,577,226 +Booleans: true:617,075 (2.3%), false:25,960,151 (97.7%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 26,577,226/26,577,226 (100.0%) +Types: NoneType:23,572,845, dict:3,004,381 +Null/Empty: null:23,572,845 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 26,577,226/26,577,226 (100.0%) +Types: dict:26,577,226 +Null/Empty: empty_obj:24,227,339 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 26,577,226/26,577,226 (100.0%) +Types: bool:26,577,226 +Booleans: true:110 (0.0%), false:26,577,116 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 26,577,226/26,577,226 (100.0%) +Types: bool:26,577,226 +Booleans: true:15,336,496 (57.7%), false:11,240,730 (42.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 26,577,226/26,577,226 (100.0%) +Types: int:26,577,226 +Numeric values: 26,577,226 total +Numeric range: min:0, max:100,001, avg:6.0 +Numeric std dev: 91.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 26,577,226/26,577,226 (100.0%) +Types: int:26,577,226 +Numeric values: 26,577,226 total +Numeric range: min:0, max:1,657, avg:0.0 +Numeric std dev: 0.8 +Unique numbers tracked: 143 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 26,577,226/26,577,226 (100.0%) +Types: bool:26,577,226 +Booleans: true:4,544,769 (17.1%), false:22,032,457 (82.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 26,577,226/26,577,226 (100.0%) +Types: str:17,234,482, NoneType:9,342,744 +Null/Empty: null:9,342,744 +String length avg: 8.2 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 10,559,369 (61.3%) + 'some_ads': 3,009,447 (17.5%) + 'promo_adult_nsfw': 2,011,073 (11.7%) + 'no_ads': 1,219,638 (7.1%) + 'house_only': 414,992 (2.4%) + 'promo_all': 19,963 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 26,577,226/26,577,226 (100.0%) +Types: str:26,577,226 +String length avg: 66.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/dailyverse/comments/d1fzml/march_2020_the_gospe...': 2 (0.0%) + '/r/acrl/comments/enofnj/acrl_porsche_supercup_roun...': 2 (0.0%) + '/r/EdmontonOilers/comments/eyyu2s/the_morning_afte...': 2 (0.0%) + '/r/MinecraftFortnite/comments/ezi5hr/event/': 2 (0.0%) + '/r/ConstellationPiercing/comments/f637jx/we_got_cu...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 26,577,226/26,577,226 (100.0%) +Types: bool:26,577,226 +Booleans: true:0 (0.0%), false:26,577,226 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 26,577,226/26,577,226 (100.0%) +Types: int:17,234,482, NoneType:9,342,744 +Null/Empty: null:9,342,744 +Numeric values: 17,234,482 total +Numeric range: min:0, max:7, avg:5.3 +Numeric std dev: 2.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 10,559,369 (61.3%) + 7: 3,009,447 (17.5%) + 3: 2,011,073 (11.7%) + 0: 1,219,638 (7.1%) + 1: 414,992 (2.4%) + 5: 19,963 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 26,577,226/26,577,226 (100.0%) +Types: bool:26,577,226 +Booleans: true:60,213 (0.2%), false:26,517,013 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 26,577,226/26,577,226 (100.0%) +Types: NoneType:26,565,021, str:12,205 +Null/Empty: null:26,565,021 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 12,205 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 26,577,226/26,577,226 (100.0%) +Types: NoneType:26,577,226 +Null/Empty: null:26,577,226 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 26,577,226/26,577,226 (100.0%) +Types: NoneType:15,862,245, str:10,714,981 +Null/Empty: null:15,862,245 +String length avg: 7.5 +Unique strings tracked: 9 +String values distribution: + 'deleted': 5,082,490 (47.4%) + 'moderator': 3,384,393 (31.6%) + 'reddit': 2,145,622 (20.0%) + 'automod_filtered': 66,718 (0.6%) + 'author': 23,660 (0.2%) + 'copyright_takedown': 9,762 (0.1%) + 'anti_evil_ops': 1,463 (0.0%) + 'content_takedown': 678 (0.0%) + 'community_ops': 195 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 26,577,226/26,577,226 (100.0%) +Types: int:26,577,226 +Numeric values: 26,577,226 total +Numeric range: min:1,586,024,631, max:1,587,818,280, avg:1587669327.3 +Numeric std dev: 86013.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 26,577,226/26,577,226 (100.0%) +Types: int:26,577,226 +Numeric values: 26,577,226 total +Numeric range: min:0, max:242,971, avg:83.7 +Numeric std dev: 1231.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 26,577,226/26,577,226 (100.0%) +Types: NoneType:23,572,845, dict:3,004,381 +Null/Empty: null:23,572,845 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 26,577,226/26,577,226 (100.0%) +Types: dict:26,577,226 +Null/Empty: empty_obj:24,227,339 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 26,577,226/26,577,226 (100.0%) +Types: str:26,577,226 +Null/Empty: empty_str:14,104,638 +String length avg: 269.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 969 (0.0%) + '[removed]': 492 (0.0%) + 'https://www.reddit.com/r/LifeProTips/comments/fbid...': 3 (0.0%) + 'If you haven't heard of circuit breakers before, t...': 3 (0.0%) + '[ Removed by reddit in response to a copyright not...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 26,577,226/26,577,226 (100.0%) +Types: bool:26,577,226 +Booleans: true:24,086,312 (90.6%), false:2,490,914 (9.4%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 26,577,226/26,577,226 (100.0%) +Types: bool:26,577,226 +Booleans: true:147,306 (0.6%), false:26,429,920 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 26,577,226/26,577,226 (100.0%) +Types: bool:26,577,226 +Booleans: true:34,100 (0.1%), false:26,543,126 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 26,577,226/26,577,226 (100.0%) +Types: str:26,577,226 +String length avg: 11.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 29 (0.0%) + 'memes': 20 (0.0%) + 'ncaaBBallStreams': 15 (0.0%) + 'dirtykikpals': 14 (0.0%) + 'PewdiepieSubmissions': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 26,577,226/26,577,226 (100.0%) +Types: str:26,577,226 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 29 (0.0%) + 't5_2qjpg': 20 (0.0%) + 't5_362i3': 15 (0.0%) + 't5_2wtau': 14 (0.0%) + 't5_3m0tc': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 26,577,226/26,577,226 (100.0%) +Types: str:26,577,226 +String length avg: 12.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/AskReddit': 29 (0.0%) + 'r/memes': 20 (0.0%) + 'r/ncaaBBallStreams': 15 (0.0%) + 'r/dirtykikpals': 14 (0.0%) + 'r/PewdiepieSubmissions': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 26,577,226/26,577,226 (100.0%) +Types: int:26,577,226 +Numeric values: 26,577,226 total +Numeric range: min:-1, max:56,074,643, avg:1837599.3 +Numeric std dev: 5665956.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 26,577,226/26,577,226 (100.0%) +Types: str:26,577,226 +String length avg: 6.1 +Unique strings tracked: 6 +String values distribution: + 'public': 22,613,758 (85.1%) + 'user': 2,195,893 (8.3%) + 'restricted': 1,767,566 (6.7%) + 'archived': 6 (0.0%) + 'private': 2 (0.0%) + 'gold_restricted': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 26,577,226/26,577,226 (100.0%) +Types: NoneType:20,954,800, str:5,622,426 +Null/Empty: null:20,954,800 +String length avg: 4.2 +Unique strings tracked: 8 +String values distribution: + 'qa': 2,206,845 (39.3%) + 'confidence': 1,257,908 (22.4%) + 'top': 1,055,836 (18.8%) + 'new': 1,024,635 (18.2%) + 'old': 61,282 (1.1%) + 'controversial': 10,001 (0.2%) + 'live': 3,945 (0.1%) + 'random': 1,974 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 26,577,226/26,577,226 (100.0%) +Types: str:26,577,226 +Null/Empty: empty_str:1,150 +String length avg: 27.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,539 (0.0%) + 'self': 814 (0.0%) + 'nsfw': 338 (0.0%) + 'image': 32 (0.0%) + 'spoiler': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 26,577,226/26,577,226 (100.0%) +Types: str:26,577,226 +String length avg: 54.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Saltie-Bot Is running': 4 (0.0%) + 'My hard cock.': 4 (0.0%) + '[SELLING] (1 UpVote for 1 Free Nude Video) If you ...': 4 (0.0%) + 'I'm in love with this ass': 4 (0.0%) + 'This Rainbow Six Siege Video Is Too Funny For the ...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 26,577,226/26,577,226 (100.0%) +Types: int:26,577,226 +Numeric values: 26,577,226 total +Numeric range: min:0, max:1,075, avg:0.0 +Numeric std dev: 0.5 +Unique numbers tracked: 147 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 26,577,226/26,577,226 (100.0%) +Types: str:26,577,226 +String length avg: 65.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/tV5aty6.jpg': 4 (0.0%) + 'https://www.youtube.com/watch?v=rH27v-5u204': 3 (0.0%) + 'https://youtu.be/bMDZXt-rfXA': 3 (0.0%) + 'https://www.reddit.com/r/dailyverse/comments/d1fzm...': 2 (0.0%) + 'https://www.reddit.com/r/acrl/comments/enofnj/acrl...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 26,577,226/26,577,226 (100.0%) +Types: str:17,234,482, NoneType:9,342,744 +Null/Empty: null:9,342,744 +String length avg: 8.3 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 10,482,338 (60.8%) + 'some_ads': 3,001,418 (17.4%) + 'promo_adult_nsfw': 2,096,278 (12.2%) + 'no_ads': 1,219,638 (7.1%) + 'house_only': 414,992 (2.4%) + 'promo_all': 19,818 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 26,577,226/26,577,226 (100.0%) +Types: int:17,234,482, NoneType:9,342,744 +Null/Empty: null:9,342,744 +Numeric values: 17,234,482 total +Numeric range: min:0, max:7, avg:5.3 +Numeric std dev: 2.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 10,482,338 (60.8%) + 7: 3,001,418 (17.4%) + 3: 2,096,278 (12.2%) + 0: 1,219,638 (7.1%) + 1: 414,992 (2.4%) + 5: 19,818 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 26,577,224/26,577,226 (100.0%) +Types: list:26,577,224 +Null/Empty: empty_arr:26,577,224 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 26,576,076/26,577,226 (100.0%) +Types: int:15,865,196, NoneType:10,710,880 +Null/Empty: null:10,710,880 +Numeric values: 15,865,196 total +Numeric range: min:1, max:140, avg:114.9 +Numeric std dev: 27.9 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 26,576,076/26,577,226 (100.0%) +Types: int:15,865,196, NoneType:10,710,880 +Null/Empty: null:10,710,880 +Numeric values: 15,865,196 total +Numeric range: min:1, max:140, avg:139.7 +Numeric std dev: 5.0 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 21,224,604/26,577,226 (79.9%) +Types: int:18,193,174, NoneType:3,031,430 +Null/Empty: null:3,031,430 +Numeric values: 18,193,174 total +Numeric range: min:1,122,264,000, max:1,585,699,048, avg:1519330317.3 +Numeric std dev: 70476824.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 21,224,604/26,577,226 (79.9%) +Types: list:21,224,604 +Null/Empty: empty_arr:19,952,120 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 21,224,604/26,577,226 (79.9%) +Types: str:21,224,604 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 19,952,120 (94.0%) + 'richtext': 1,272,484 (6.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 21,224,604/26,577,226 (79.9%) +Types: str:21,224,604 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_bcevk': 16 (0.0%) + 't2_3wz3877z': 8 (0.0%) + 't2_2gthe1a9': 6 (0.0%) + 't2_5k7s8b5o': 6 (0.0%) + 't2_3436ikdn': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 21,224,604/26,577,226 (79.9%) +Types: bool:21,224,604 +Booleans: true:0 (0.0%), false:21,224,604 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 21,224,604/26,577,226 (79.9%) +Types: bool:21,224,604 +Booleans: true:673,297 (3.2%), false:20,551,307 (96.8%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 10,522,292/26,577,226 (39.6%) +Types: str:10,522,292 +String length avg: 5.5 +Unique strings tracked: 6 +String values distribution: + 'image': 5,634,942 (53.6%) + 'link': 2,737,053 (26.0%) + 'rich:video': 1,106,012 (10.5%) + 'self': 622,460 (5.9%) + 'hosted:video': 421,741 (4.0%) + 'video': 84 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 10,522,292/26,577,226 (39.6%) +Types: dict:10,522,292 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 5,950,568/26,577,226 (22.4%) +Types: str:5,950,568 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9f977b78-a829-11e8-b33f-0ee05f7ae348': 10 (0.0%) + '855d88d0-845f-11e3-8645-12313d18400c': 9 (0.0%) + '54ea6bda-dcf0-11e2-9548-12313b0c8c59': 8 (0.0%) + '9a62e5d8-449b-11ea-ae78-0e1418bef30f': 7 (0.0%) + 'c586b3f8-a829-11e8-a989-0e2de87d12c0': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,278,382/26,577,226 (4.8%) +Types: str:1,278,382 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_fblv6y': 18 (0.0%) + 't3_fbm2n4': 16 (0.0%) + 't3_fblhcb': 10 (0.0%) + 't3_fblp0w': 8 (0.0%) + 't3_fblgoy': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,278,382/26,577,226 (4.8%) +Types: list:1,278,382 +Null/Empty: empty_arr:12,647 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 268,809/26,577,226 (1.0%) +Types: dict:187,693, NoneType:81,116 +Null/Empty: null:81,116 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 68,256/26,577,226 (0.3%) +Types: bool:68,256 +Booleans: true:68,256 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 37,868/26,577,226 (0.1%) +Types: dict:37,868 + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 35,355/26,577,226 (0.1%) +Types: dict:22,355, NoneType:13,000 +Null/Empty: null:13,000 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 20,797/26,577,226 (0.1%) +Types: NoneType:20,797 +Null/Empty: null:20,797 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 20,797/26,577,226 (0.1%) +Types: NoneType:20,797 +Null/Empty: null:20,797 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 20,797/26,577,226 (0.1%) +Types: str:20,696, NoneType:101 +Null/Empty: null:101 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_4yfw9qlw': 136 (0.7%) + 't2_4lq5l74u': 128 (0.6%) + 't2_5pgoqd85': 88 (0.4%) + 't2_58hapzr6': 82 (0.4%) + 't2_3xt1qwdx': 81 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 20,797/26,577,226 (0.1%) +Types: str:16,163, NoneType:4,634 +Null/Empty: null:4,634, empty_str:9 +String length avg: 18.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'play.google.com': 171 (1.1%) + 'apps.apple.com': 161 (1.0%) + 't-mobile.com/business': 145 (0.9%) + 'lovestruckgame.com': 136 (0.8%) + 'xbox.com/gamepass': 99 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 20,797/26,577,226 (0.1%) +Types: NoneType:20,797 +Null/Empty: null:20,797 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 20,797/26,577,226 (0.1%) +Types: NoneType:20,797 +Null/Empty: null:20,797 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 20,797/26,577,226 (0.1%) +Types: list:20,797 +Null/Empty: empty_arr:20,797 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 20,797/26,577,226 (0.1%) +Types: list:20,797 +Null/Empty: empty_arr:20,797 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 20,797/26,577,226 (0.1%) +Types: str:20,797 +String length avg: 88.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.bulksupplements.com/': 60 (0.3%) + 'https://terracea.com/collections/winter-2019-2020-...': 37 (0.2%) + 'https://golfsply.co/collections/frontpage/products...': 23 (0.1%) + 'https://en.roborock.com/pages/roborock-s4?utm_sour...': 16 (0.1%) + 'https://dndbeyond.link/MOoTR': 12 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 20,797/26,577,226 (0.1%) +Types: bool:20,797 +Booleans: true:0 (0.0%), false:20,797 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 20,797/26,577,226 (0.1%) +Types: str:20,797 +Null/Empty: empty_str:6,279 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/40q1Dm8y2aH_...': 62 (0.4%) + 'https://reddit-image.s3.amazonaws.com/-ycS-2CIlmko...': 16 (0.1%) + 'https://reddit-image.s3.amazonaws.com/TBCsvVgsSdDW...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/YjMfJ-tXJ6a1...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/Lx2EK6C1xCKi...': 12 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 20,797/26,577,226 (0.1%) +Types: NoneType:20,797 +Null/Empty: null:20,797 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 20,797/26,577,226 (0.1%) +Types: dict:20,797 +Null/Empty: empty_obj:20,797 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 20,797/26,577,226 (0.1%) +Types: NoneType:20,797 +Null/Empty: null:20,797 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 20,797/26,577,226 (0.1%) +Types: bool:20,797 +Booleans: true:20,797 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 20,797/26,577,226 (0.1%) +Types: NoneType:20,797 +Null/Empty: null:20,797 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 20,797/26,577,226 (0.1%) +Types: NoneType:20,797 +Null/Empty: null:20,797 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 20,797/26,577,226 (0.1%) +Types: NoneType:20,797 +Null/Empty: null:20,797 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 20,797/26,577,226 (0.1%) +Types: bool:20,797 +Booleans: true:20,797 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 20,797/26,577,226 (0.1%) +Types: list:20,797 +Null/Empty: empty_arr:20,797 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 20,797/26,577,226 (0.1%) +Types: NoneType:20,797 +Null/Empty: null:20,797 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 20,797/26,577,226 (0.1%) +Types: NoneType:20,797 +Null/Empty: null:20,797 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 18,787/26,577,226 (0.1%) +Types: str:18,787 +Null/Empty: empty_str:55 +String length avg: 8.8 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 7,858 (41.9%) + 'Shop Now': 2,682 (14.3%) + 'Download': 2,391 (12.8%) + 'Sign Up': 1,762 (9.4%) + 'Install': 1,084 (5.8%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 5,027/26,577,226 (0.0%) +Types: list:5,027 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 2,143/26,577,226 (0.0%) +Types: float:2,143 +Numeric values: 2,143 total +Numeric range: min:1,579,222,800.0, max:253,402,196,400.0, avg:1734498579.9 +Numeric std dev: 5637130469.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 2,143/26,577,226 (0.0%) +Types: bool:2,143 +Booleans: true:1 (0.0%), false:2,142 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 2,143/26,577,226 (0.0%) +Types: float:2,143 +Numeric values: 2,143 total +Numeric range: min:1,579,212,000.0, max:253,402,182,000.0, avg:1734448163.0 +Numeric std dev: 5637131420.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +================================================================================ + +================================================================================ +FILE: RS_2020-04.jsonl +Analysis Time: 2026-01-15 11:41:23 +================================================================================ +Total lines: 28,501,627 +Processed lines: 28,501,627 +Total unique fields: 119 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 28,501,627/28,501,627 (100.0%) +Types: list:28,501,627 +Null/Empty: empty_arr:28,362,425 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 28,501,627/28,501,627 (100.0%) +Types: bool:28,501,627 +Booleans: true:979,849 (3.4%), false:27,521,778 (96.6%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 28,501,627/28,501,627 (100.0%) +Types: bool:28,501,627 +Booleans: true:0 (0.0%), false:28,501,627 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 28,501,627/28,501,627 (100.0%) +Types: str:28,501,627 +String length avg: 11.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 267 (0.0%) + 'BirdieBroBot': 32 (0.0%) + 'sharewithme': 13 (0.0%) + 'Pricepulse': 12 (0.0%) + 'kniveman': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 28,501,627/28,501,627 (100.0%) +Types: NoneType:22,010,358, str:6,491,269 +Null/Empty: null:22,010,358, empty_str:5,476,580 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 8,479 (0.8%) + '#dadada': 2,094 (0.2%) + '#ffb000': 2,043 (0.2%) + '#dfb1d9': 898 (0.1%) + '#edeff1': 799 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 28,501,627/28,501,627 (100.0%) +Types: NoneType:26,841,873, str:1,659,754 +Null/Empty: null:26,841,873, empty_str:222,000 +String length avg: 7.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'White': 135 (0.0%) + 'ver': 56 (0.0%) + 'green tier3': 27 (0.0%) + 'default': 26 (0.0%) + 'verified': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 28,501,627/28,501,627 (100.0%) +Types: NoneType:26,596,366, str:1,905,261 +Null/Empty: null:26,596,366 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0e8e4996-604b-11ea-bd19-0eedcb93a73d': 53 (0.0%) + 'e4dc4e14-69f9-11ea-abe8-0eb5501e2a6b': 51 (0.0%) + 'd27cbd4e-6d28-11ea-90b2-0ead044578dd': 23 (0.0%) + '38fb4ae2-4e59-11e1-912e-12313d18ad57': 22 (0.0%) + '941b1dbe-cbfb-11e2-aab4-12313d2c1c24': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 28,501,627/28,501,627 (100.0%) +Types: NoneType:25,880,380, str:2,621,247 +Null/Empty: null:25,880,380, empty_str:297,724 +String length avg: 17.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '☣️ INFECTED ☣️': 33 (0.0%) + 'Rick Astley': 20 (0.0%) + 'verified': 19 (0.0%) + 'Official Bot': 18 (0.0%) + '16': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 28,501,627/28,501,627 (100.0%) +Types: NoneType:21,120,802, str:7,380,825 +Null/Empty: null:21,120,802, empty_str:128,428 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 6,906,777 (95.2%) + 'light': 345,620 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 28,501,627/28,501,627 (100.0%) +Types: list:28,501,627 +Null/Empty: empty_arr:28,501,627 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 28,501,627/28,501,627 (100.0%) +Types: bool:28,501,627 +Booleans: true:23,739,552 (83.3%), false:4,762,075 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 28,501,627/28,501,627 (100.0%) +Types: bool:28,501,627 +Booleans: true:0 (0.0%), false:28,501,627 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 28,501,627/28,501,627 (100.0%) +Types: NoneType:28,500,802, str:825 +Null/Empty: null:28,500,802, empty_str:47 +String length avg: 14.6 +Unique strings tracked: 10 +String values distribution: + 'drawing_and_painting': 378 (48.6%) + 'photography': 94 (12.1%) + 'entertainment': 88 (11.3%) + 'gaming': 87 (11.2%) + 'animals': 64 (8.2%) + 'diy_and_crafts': 32 (4.1%) + 'videos': 27 (3.5%) + 'memes': 4 (0.5%) + 'food': 2 (0.3%) + 'music': 2 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 28,501,627/28,501,627 (100.0%) +Types: NoneType:28,168,036, list:333,591 +Null/Empty: null:28,168,036 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 28,501,627/28,501,627 (100.0%) +Types: bool:28,501,627 +Booleans: true:12,798 (0.0%), false:28,488,829 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 28,501,627/28,501,627 (100.0%) +Types: int:28,501,627 +Numeric values: 28,501,627 total +Numeric range: min:1,585,699,200, max:1,588,291,199, avg:1587003453.3 +Numeric std dev: 749037.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 28,501,627/28,501,627 (100.0%) +Types: NoneType:28,399,604, str:102,023 +Null/Empty: null:28,399,604 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 102,023 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 28,501,627/28,501,627 (100.0%) +Types: NoneType:28,401,858, str:99,769 +Null/Empty: null:28,401,858 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 99,725 (100.0%) + 'admin': 44 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 28,501,627/28,501,627 (100.0%) +Types: str:28,501,627 +Null/Empty: empty_str:105 +String length avg: 12.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 1,091 (0.0%) + 'i.imgur.com': 110 (0.0%) + 'v.redd.it': 87 (0.0%) + 'youtu.be': 77 (0.0%) + 'twitter.com': 61 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 28,501,627/28,501,627 (100.0%) +Types: bool:27,805,976, int:695,651 +Booleans: true:0 (0.0%), false:27,805,976 (100.0%) +Numeric values: 695,651 total +Numeric range: min:1,585,699,606, max:1,588,286,728, avg:1586978479.3 +Numeric std dev: 687064.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 28,501,627/28,501,627 (100.0%) +Types: int:28,501,627 +Numeric values: 28,501,627 total +Numeric range: min:0, max:201, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 36 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 28,501,627/28,501,627 (100.0%) +Types: dict:28,501,627 +Null/Empty: empty_obj:28,432,354 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 28,501,627/28,501,627 (100.0%) +Types: bool:28,501,627 +Booleans: true:0 (0.0%), false:28,501,627 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 28,501,627/28,501,627 (100.0%) +Types: str:28,501,627 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'd1g7c8': 2 (0.0%) + 'fb8ddv': 1 (0.0%) + 'fkqaiw': 1 (0.0%) + 'fp3lcb': 1 (0.0%) + 'fpdzt0': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 28,501,627/28,501,627 (100.0%) +Types: bool:28,501,627 +Booleans: true:18,326,095 (64.3%), false:10,175,532 (35.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 28,501,627/28,501,627 (100.0%) +Types: bool:28,501,627 +Booleans: true:7 (0.0%), false:28,501,620 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 28,501,627/28,501,627 (100.0%) +Types: bool:28,501,627 +Booleans: true:120,070 (0.4%), false:28,381,557 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 28,501,627/28,501,627 (100.0%) +Types: bool:28,501,627 +Booleans: true:9,971,568 (35.0%), false:18,530,059 (65.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 28,501,627/28,501,627 (100.0%) +Types: bool:28,501,627 +Booleans: true:18,393,988 (64.5%), false:10,107,639 (35.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 28,501,627/28,501,627 (100.0%) +Types: bool:28,501,627 +Booleans: true:11,304,018 (39.7%), false:17,197,609 (60.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 28,501,627/28,501,627 (100.0%) +Types: bool:28,501,627 +Booleans: true:765,084 (2.7%), false:27,736,543 (97.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 28,501,627/28,501,627 (100.0%) +Types: str:28,501,627 +Null/Empty: empty_str:23,576,905 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 640 (0.0%) + '#ea0027': 381 (0.0%) + '#0079d3': 316 (0.0%) + '#373c3f': 256 (0.0%) + '#ffb000': 238 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 28,501,627/28,501,627 (100.0%) +Types: NoneType:20,173,226, str:8,328,401 +Null/Empty: null:20,173,226, empty_str:3,095,251 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 159 (0.0%) + 'question': 125 (0.0%) + 'NH': 83 (0.0%) + 'meme': 60 (0.0%) + 'NewHorizons': 57 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 28,501,627/28,501,627 (100.0%) +Types: list:28,501,627 +Null/Empty: empty_arr:23,913,102 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 28,501,627/28,501,627 (100.0%) +Types: NoneType:19,791,846, str:8,709,781 +Null/Empty: null:19,791,846, empty_str:3,097 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 137 (0.0%) + 'Question': 101 (0.0%) + 'New Horizons': 47 (0.0%) + 'Image': 36 (0.0%) + 'Broadcast': 34 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 28,501,627/28,501,627 (100.0%) +Types: str:28,501,627 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 25,512,919 (89.5%) + 'light': 2,988,708 (10.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 28,501,627/28,501,627 (100.0%) +Types: str:28,501,627 +String length avg: 4.6 +Unique strings tracked: 2 +String values distribution: + 'text': 23,913,102 (83.9%) + 'richtext': 4,588,525 (16.1%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 28,501,627/28,501,627 (100.0%) +Types: bool:28,501,627 +Booleans: true:645,494 (2.3%), false:27,856,133 (97.7%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 28,501,627/28,501,627 (100.0%) +Types: NoneType:25,092,865, dict:3,408,762 +Null/Empty: null:25,092,865 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 28,501,627/28,501,627 (100.0%) +Types: dict:28,501,627 +Null/Empty: empty_obj:25,852,769 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 28,501,627/28,501,627 (100.0%) +Types: bool:28,501,627 +Booleans: true:135 (0.0%), false:28,501,492 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 28,501,627/28,501,627 (100.0%) +Types: bool:28,501,627 +Booleans: true:17,770,373 (62.3%), false:10,731,254 (37.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 28,501,627/28,501,627 (100.0%) +Types: int:28,501,627 +Numeric values: 28,501,627 total +Numeric range: min:0, max:100,002, avg:5.5 +Numeric std dev: 83.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 28,501,627/28,501,627 (100.0%) +Types: int:28,501,627 +Numeric values: 28,501,627 total +Numeric range: min:0, max:470, avg:0.0 +Numeric std dev: 0.6 +Unique numbers tracked: 147 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 28,501,627/28,501,627 (100.0%) +Types: bool:28,501,627 +Booleans: true:5,021,462 (17.6%), false:23,480,165 (82.4%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 28,501,627/28,501,627 (100.0%) +Types: str:17,855,965, NoneType:10,645,662 +Null/Empty: null:10,645,662 +String length avg: 8.3 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 11,135,192 (62.4%) + 'some_ads': 3,057,550 (17.1%) + 'promo_adult_nsfw': 2,134,411 (12.0%) + 'no_ads': 1,097,367 (6.1%) + 'house_only': 406,148 (2.3%) + 'promo_all': 25,297 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 28,501,627/28,501,627 (100.0%) +Types: str:28,501,627 +String length avg: 65.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/dailyverse/comments/d1g7c8/april_2020_what_is_t...': 2 (0.0%) + '/r/EdmontonOilers/comments/fb8ddv/the_morning_afte...': 1 (0.0%) + '/r/ahl_al_Kitab/comments/fkqaiw/tao_te_king_the_me...': 1 (0.0%) + '/r/westworld/comments/fp3lcb/westworld_3x03_the_ab...': 1 (0.0%) + '/r/Deathtrooperstalking/comments/fpdzt0/it_is_time...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 28,501,627/28,501,627 (100.0%) +Types: bool:28,501,627 +Booleans: true:0 (0.0%), false:28,501,627 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 28,501,627/28,501,627 (100.0%) +Types: int:17,855,965, NoneType:10,645,662 +Null/Empty: null:10,645,662 +Numeric values: 17,855,965 total +Numeric range: min:0, max:7, avg:5.3 +Numeric std dev: 1.9 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 11,135,192 (62.4%) + 7: 3,057,550 (17.1%) + 3: 2,134,411 (12.0%) + 0: 1,097,367 (6.1%) + 1: 406,148 (2.3%) + 5: 25,297 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 28,501,627/28,501,627 (100.0%) +Types: bool:28,501,627 +Booleans: true:36,487 (0.1%), false:28,465,140 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 28,501,627/28,501,627 (100.0%) +Types: NoneType:28,486,750, str:14,877 +Null/Empty: null:28,486,750 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 14,877 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 28,501,627/28,501,627 (100.0%) +Types: NoneType:28,501,627 +Null/Empty: null:28,501,627 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 28,501,627/28,501,627 (100.0%) +Types: NoneType:18,393,762, str:10,107,865 +Null/Empty: null:18,393,762 +String length avg: 7.6 +Unique strings tracked: 9 +String values distribution: + 'deleted': 4,597,712 (45.5%) + 'moderator': 3,558,783 (35.2%) + 'reddit': 1,802,630 (17.8%) + 'automod_filtered': 111,302 (1.1%) + 'author': 22,427 (0.2%) + 'copyright_takedown': 12,848 (0.1%) + 'anti_evil_ops': 1,346 (0.0%) + 'community_ops': 427 (0.0%) + 'content_takedown': 390 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 28,501,627/28,501,627 (100.0%) +Types: int:28,501,627 +Numeric values: 28,501,627 total +Numeric range: min:1,586,024,736, max:1,588,291,281, avg:1587986107.3 +Numeric std dev: 104468.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 28,501,627/28,501,627 (100.0%) +Types: int:28,501,627 +Numeric values: 28,501,627 total +Numeric range: min:0, max:188,869, avg:69.5 +Numeric std dev: 1096.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 28,501,627/28,501,627 (100.0%) +Types: NoneType:25,092,865, dict:3,408,762 +Null/Empty: null:25,092,865 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 28,501,627/28,501,627 (100.0%) +Types: dict:28,501,627 +Null/Empty: empty_obj:25,852,769 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 28,501,627/28,501,627 (100.0%) +Types: str:28,501,627 +Null/Empty: empty_str:15,311,526 +String length avg: 312.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 758 (0.0%) + '[removed]': 429 (0.0%) + 'Cinematic Adventure RPG, The Seven Deadly Sins: Gr...': 3 (0.0%) + 'I'm live on Twitch - Watch me at twitch.tv/xxxripl...': 3 (0.0%) + 'The scheduled book for April is [*What is the Rela...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 28,501,627/28,501,627 (100.0%) +Types: bool:28,501,627 +Booleans: true:25,981,804 (91.2%), false:2,519,823 (8.8%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 28,501,627/28,501,627 (100.0%) +Types: bool:28,501,627 +Booleans: true:160,196 (0.6%), false:28,341,431 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 28,501,627/28,501,627 (100.0%) +Types: bool:28,501,627 +Booleans: true:65,116 (0.2%), false:28,436,511 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 28,501,627/28,501,627 (100.0%) +Types: str:28,501,627 +String length avg: 11.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 25 (0.0%) + 'memes': 13 (0.0%) + 'teenagers': 12 (0.0%) + 'dirtykikpals': 11 (0.0%) + 'PlayboyOnReddit': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 28,501,627/28,501,627 (100.0%) +Types: str:28,501,627 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 25 (0.0%) + 't5_2qjpg': 13 (0.0%) + 't5_2rjli': 12 (0.0%) + 't5_2wtau': 11 (0.0%) + 't5_2hvo1t': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 28,501,627/28,501,627 (100.0%) +Types: str:28,501,627 +String length avg: 12.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/AskReddit': 25 (0.0%) + 'r/memes': 13 (0.0%) + 'r/teenagers': 12 (0.0%) + 'r/dirtykikpals': 11 (0.0%) + 'r/PlayboyOnReddit': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 28,501,627/28,501,627 (100.0%) +Types: int:28,501,627 +Numeric values: 28,501,627 total +Numeric range: min:-1, max:56,235,900, avg:1621001.3 +Numeric std dev: 5326067.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 28,501,627/28,501,627 (100.0%) +Types: str:28,501,627 +String length avg: 6.1 +Unique strings tracked: 5 +String values distribution: + 'public': 24,525,033 (86.0%) + 'user': 2,250,753 (7.9%) + 'restricted': 1,713,133 (6.0%) + 'archived': 12,706 (0.0%) + 'gold_restricted': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 28,501,627/28,501,627 (100.0%) +Types: NoneType:22,359,855, str:6,141,772 +Null/Empty: null:22,359,855 +String length avg: 4.1 +Unique strings tracked: 8 +String values distribution: + 'qa': 2,262,636 (36.8%) + 'new': 1,322,449 (21.5%) + 'confidence': 1,268,338 (20.7%) + 'top': 1,129,797 (18.4%) + 'old': 111,222 (1.8%) + 'live': 31,174 (0.5%) + 'controversial': 14,319 (0.2%) + 'random': 1,837 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 28,501,627/28,501,627 (100.0%) +Types: str:28,501,627 +Null/Empty: empty_str:1,421 +String length avg: 27.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,505 (0.0%) + 'self': 895 (0.0%) + 'nsfw': 425 (0.0%) + 'image': 39 (0.0%) + 'https://b.thumbs.redditmedia.com/Ylkj2CJEhLkb8Dijc...': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 28,501,627/28,501,627 (100.0%) +Types: str:28,501,627 +String length avg: 53.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'David Sirota: Let’s just state the obvious: if you...': 13 (0.0%) + 'Saltie-Bot Is running': 7 (0.0%) + 'Come and enjoy of Mommy booty [Selling] Live verif...': 7 (0.0%) + 'Alerta Expirare ITP': 4 (0.0%) + 'Big boobs girl': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 28,501,627/28,501,627 (100.0%) +Types: int:28,501,627 +Numeric values: 28,501,627 total +Numeric range: min:0, max:5,638, avg:0.0 +Numeric std dev: 1.1 +Unique numbers tracked: 127 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 28,501,627/28,501,627 (100.0%) +Types: str:28,501,627 +String length avg: 65.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://twitter.com/davidsirota/status/12451349866...': 12 (0.0%) + 'https://i.imgur.com/Q2W7TvS.jpg': 9 (0.0%) + 'http://www.xn--constanamea-ebe.ro/2020/03/30/despr...': 4 (0.0%) + 'https://i.imgur.com/UOqyWmD.jpg': 4 (0.0%) + 'https://youtu.be/l0K-8ljQCJc': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 28,501,627/28,501,627 (100.0%) +Types: str:17,855,964, NoneType:10,645,663 +Null/Empty: null:10,645,663 +String length avg: 8.3 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 11,050,564 (61.9%) + 'some_ads': 3,048,278 (17.1%) + 'promo_adult_nsfw': 2,228,479 (12.5%) + 'no_ads': 1,097,366 (6.1%) + 'house_only': 406,148 (2.3%) + 'promo_all': 25,129 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 28,501,627/28,501,627 (100.0%) +Types: int:17,855,964, NoneType:10,645,663 +Null/Empty: null:10,645,663 +Numeric values: 17,855,964 total +Numeric range: min:0, max:7, avg:5.3 +Numeric std dev: 1.9 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 11,050,564 (61.9%) + 7: 3,048,278 (17.1%) + 3: 2,228,479 (12.5%) + 0: 1,097,366 (6.1%) + 1: 406,148 (2.3%) + 5: 25,129 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 28,501,625/28,501,627 (100.0%) +Types: list:28,501,625 +Null/Empty: empty_arr:28,501,618 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 28,500,206/28,501,627 (100.0%) +Types: int:16,724,241, NoneType:11,775,965 +Null/Empty: null:11,775,965 +Numeric values: 16,724,241 total +Numeric range: min:1, max:140, avg:114.4 +Numeric std dev: 27.9 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 28,500,206/28,501,627 (100.0%) +Types: int:16,724,241, NoneType:11,775,965 +Null/Empty: null:11,775,965 +Numeric values: 16,724,241 total +Numeric range: min:1, max:140, avg:139.7 +Numeric std dev: 4.9 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 23,770,219/28,501,627 (83.4%) +Types: int:20,180,884, NoneType:3,589,335 +Null/Empty: null:3,589,335 +Numeric values: 20,180,884 total +Numeric range: min:1,120,363,200, max:1,588,291,003, avg:1522972898.7 +Numeric std dev: 70681230.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 23,770,219/28,501,627 (83.4%) +Types: list:23,770,219 +Null/Empty: empty_arr:22,401,981 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 23,770,219/28,501,627 (83.4%) +Types: str:23,770,219 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 22,401,981 (94.2%) + 'richtext': 1,368,238 (5.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 23,770,219/28,501,627 (83.4%) +Types: str:23,770,219 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_35525v0v': 32 (0.0%) + 't2_bcevk': 13 (0.0%) + 't2_4thejew5': 12 (0.0%) + 't2_5mzz0rza': 10 (0.0%) + 't2_4zz5wn27': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 23,770,219/28,501,627 (83.4%) +Types: bool:23,770,219 +Booleans: true:0 (0.0%), false:23,770,219 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 23,770,219/28,501,627 (83.4%) +Types: bool:23,770,219 +Booleans: true:839,130 (3.5%), false:22,931,089 (96.5%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 11,842,555/28,501,627 (41.6%) +Types: str:11,842,555 +String length avg: 5.6 +Unique strings tracked: 6 +String values distribution: + 'image': 6,477,100 (54.7%) + 'link': 2,692,436 (22.7%) + 'rich:video': 1,368,239 (11.6%) + 'self': 783,099 (6.6%) + 'hosted:video': 521,596 (4.4%) + 'video': 85 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 11,842,555/28,501,627 (41.6%) +Types: dict:11,842,555 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 7,197,620/28,501,627 (25.3%) +Types: str:7,197,620 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '28e016b2-8ebe-11e9-85f8-0e65c90e2f8e': 17 (0.0%) + '5aa299a6-69f9-11ea-bac6-0e1fa7463919': 16 (0.0%) + 'c586b3f8-a829-11e8-a989-0e2de87d12c0': 9 (0.0%) + '1b713a20-845f-11e3-a1ce-12313d224170': 8 (0.0%) + '855d88d0-845f-11e3-8645-12313d18400c': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 1,287,269/28,501,627 (4.5%) +Types: float:1,287,269 +Numeric values: 1,287,269 total +Numeric range: min:0.07, max:1.0, avg:1.0 +Numeric std dev: 0.1 +Unique numbers tracked: 61 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,277,486/28,501,627 (4.5%) +Types: str:1,277,486 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_fsoetx': 12 (0.0%) + 't3_fsmrly': 12 (0.0%) + 't3_fsoqle': 11 (0.0%) + 't3_fsp2xt': 10 (0.0%) + 't3_fsmy85': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,277,486/28,501,627 (4.5%) +Types: list:1,277,486 +Null/Empty: empty_arr:4,937 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 307,978/28,501,627 (1.1%) +Types: dict:211,734, NoneType:96,244 +Null/Empty: null:96,244 + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 151,328/28,501,627 (0.5%) +Types: dict:95,989, NoneType:55,339 +Null/Empty: null:55,339 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 70,061/28,501,627 (0.2%) +Types: bool:70,061 +Booleans: true:70,061 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 55,525/28,501,627 (0.2%) +Types: dict:55,525 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 20,625/28,501,627 (0.1%) +Types: NoneType:20,625 +Null/Empty: null:20,625 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 20,625/28,501,627 (0.1%) +Types: NoneType:20,625 +Null/Empty: null:20,625 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 20,625/28,501,627 (0.1%) +Types: str:20,558, NoneType:67 +Null/Empty: null:67 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_4lq5l74u': 381 (1.9%) + 't2_60v4cwjs': 121 (0.6%) + 't2_2ffsnno5': 102 (0.5%) + 't2_503gkw89': 91 (0.4%) + 't2_5migjckm': 69 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 20,625/28,501,627 (0.1%) +Types: str:15,805, NoneType:4,820 +Null/Empty: null:4,820, empty_str:9 +String length avg: 18.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'logistics.amazon.com': 383 (2.4%) + 'play.google.com': 167 (1.1%) + 'apps.apple.com': 155 (1.0%) + 'quibi.com': 100 (0.6%) + 'us.shop.battle.net': 84 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 20,625/28,501,627 (0.1%) +Types: NoneType:20,612, str:13 +Null/Empty: null:20,612 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'iframe': 8 (61.5%) + 'scrape': 5 (38.5%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 20,625/28,501,627 (0.1%) +Types: NoneType:20,612, str:13 +Null/Empty: null:20,612 +String length avg: 41.0 +Unique strings tracked: 7 +String values distribution: + 'https://d3rx5h2cuj0691.cloudfront.net/r-aww.html': 5 (38.5%) + 'https://www.youtube.com/embed/ihtUEzSxRcE?controls...': 3 (23.1%) + 'https://www.youtube.com/watch?v=8krT-dli1-A': 1 (7.7%) + 'https://www.youtube.com/watch?v=ABIkWS_YavM': 1 (7.7%) + 'http://reddit.com': 1 (7.7%) + 'http://undefined': 1 (7.7%) + 'http://youtube.com': 1 (7.7%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 20,625/28,501,627 (0.1%) +Types: list:20,625 +Null/Empty: empty_arr:20,625 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 20,625/28,501,627 (0.1%) +Types: list:20,625 +Null/Empty: empty_arr:20,625 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 20,625/28,501,627 (0.1%) +Types: str:20,625 +String length avg: 98.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://logistics.amazon.com/?utm_source=reddit&am...': 151 (0.7%) + 'https://logistics.amazon.com/?utm_source=reddit&am...': 143 (0.7%) + 'https://logistics.amazon.com/?utm_source=reddit&am...': 35 (0.2%) + 'https://logistics.amazon.com/?utm_source=reddit&am...': 21 (0.1%) + 'https://play.google.com/store/apps/details?id=com....': 20 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 20,625/28,501,627 (0.1%) +Types: bool:20,625 +Booleans: true:0 (0.0%), false:20,625 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 20,625/28,501,627 (0.1%) +Types: str:20,625 +Null/Empty: empty_str:6,389 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/l_ImejzsOTIP...': 40 (0.3%) + 'https://reddit-image.s3.amazonaws.com/_ObgtBWtdjDy...': 38 (0.3%) + 'https://reddit-image.s3.amazonaws.com/lkZWponuPkek...': 37 (0.3%) + 'https://reddit-image.s3.amazonaws.com/t-GPL-lvr06b...': 36 (0.3%) + 'https://reddit-image.s3.amazonaws.com/cimcotilgVPp...': 36 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 20,625/28,501,627 (0.1%) +Types: NoneType:20,625 +Null/Empty: null:20,625 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 20,625/28,501,627 (0.1%) +Types: dict:20,625 +Null/Empty: empty_obj:20,625 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 20,625/28,501,627 (0.1%) +Types: NoneType:20,625 +Null/Empty: null:20,625 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 20,625/28,501,627 (0.1%) +Types: bool:20,625 +Booleans: true:20,625 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 20,625/28,501,627 (0.1%) +Types: NoneType:20,625 +Null/Empty: null:20,625 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 20,625/28,501,627 (0.1%) +Types: NoneType:20,625 +Null/Empty: null:20,625 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 20,625/28,501,627 (0.1%) +Types: NoneType:20,625 +Null/Empty: null:20,625 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 20,625/28,501,627 (0.1%) +Types: bool:20,625 +Booleans: true:20,625 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 20,625/28,501,627 (0.1%) +Types: list:20,625 +Null/Empty: empty_arr:20,625 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 20,625/28,501,627 (0.1%) +Types: NoneType:20,625 +Null/Empty: null:20,625 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 20,625/28,501,627 (0.1%) +Types: NoneType:20,625 +Null/Empty: null:20,625 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 17,809/28,501,627 (0.1%) +Types: str:17,809 +Null/Empty: empty_str:7 +String length avg: 8.7 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 6,567 (36.9%) + 'Shop Now': 2,628 (14.8%) + 'Download': 2,193 (12.3%) + 'Sign Up': 1,858 (10.4%) + 'Play Now': 1,285 (7.2%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 6,310/28,501,627 (0.0%) +Types: list:6,310 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 2,120/28,501,627 (0.0%) +Types: float:2,120 +Numeric values: 2,120 total +Numeric range: min:1,584,029,400.0, max:157,774,791,600.0, avg:1735293098.1 +Numeric std dev: 4794855782.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 2,120/28,501,627 (0.0%) +Types: bool:2,120 +Booleans: true:66 (3.1%), false:2,054 (96.9%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 2,120/28,501,627 (0.0%) +Types: float:2,120 +Numeric values: 2,120 total +Numeric range: min:1,584,015,000.0, max:157,774,777,200.0, avg:1735243387.2 +Numeric std dev: 4794856871.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +================================================================================ + +================================================================================ +FILE: RS_2020-05.jsonl +Analysis Time: 2026-01-15 12:43:03 +================================================================================ +Total lines: 28,297,185 +Processed lines: 28,297,185 +Total unique fields: 122 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 28,297,185/28,297,185 (100.0%) +Types: list:28,297,185 +Null/Empty: empty_arr:28,097,067 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 28,297,185/28,297,185 (100.0%) +Types: bool:28,297,185 +Booleans: true:1,266,545 (4.5%), false:27,030,640 (95.5%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 28,297,185/28,297,185 (100.0%) +Types: bool:28,297,185 +Booleans: true:28,276,700 (99.9%), false:20,485 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 28,297,185/28,297,185 (100.0%) +Types: str:28,297,185 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 501 (0.0%) + 'sertisseur93': 70 (0.0%) + 'sharewithme': 16 (0.0%) + 'AutoNewspaperAdmin': 16 (0.0%) + '20n20discounted': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 28,297,185/28,297,185 (100.0%) +Types: int:19,495,443, NoneType:8,801,742 +Null/Empty: null:8,801,742 +Numeric values: 19,495,443 total +Numeric range: min:1,120,363,200, max:1,590,969,496, avg:1530558144.0 +Numeric std dev: 71346663.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 28,297,185/28,297,185 (100.0%) +Types: NoneType:17,536,336, str:10,760,849 +Null/Empty: null:17,536,336, empty_str:9,396,103 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 8,693 (0.6%) + '#dadada': 1,789 (0.1%) + '#edeff1': 1,286 (0.1%) + '#400080': 911 (0.1%) + '#ea0027': 832 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 28,297,185/28,297,185 (100.0%) +Types: NoneType:26,739,914, str:1,557,271 +Null/Empty: null:26,739,914, empty_str:170,624 +String length avg: 7.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'White': 373 (0.0%) + 'default': 35 (0.0%) + 'green ': 32 (0.0%) + 'green tier2': 25 (0.0%) + 'modmsg': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 28,297,185/28,297,185 (100.0%) +Types: NoneType:26,205,511, str:2,091,674 +Null/Empty: null:26,205,511 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'e4dc4e14-69f9-11ea-abe8-0eb5501e2a6b': 84 (0.0%) + '0fdb4d5e-7cd8-11ea-87d4-0ee18fd49419': 39 (0.0%) + '941b1dbe-cbfb-11e2-aab4-12313d2c1c24': 33 (0.0%) + '802be7bc-ddfc-11e2-851f-12313b0ae2ae': 29 (0.0%) + 'ebafc7ea-2e98-11e9-a41c-0ee2947053a2': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 28,297,185/28,297,185 (100.0%) +Types: NoneType:25,576,016, str:2,721,169 +Null/Empty: null:25,576,016, empty_str:239,243 +String length avg: 17.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '🤖': 18 (0.0%) + 'Official Bot': 17 (0.0%) + 'TheCuratorOfBoobs': 11 (0.0%) + ':monky:': 7 (0.0%) + 'Verified': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 28,297,185/28,297,185 (100.0%) +Types: NoneType:16,809,859, str:11,487,326 +Null/Empty: null:16,809,859, empty_str:94,023 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 10,980,216 (96.4%) + 'light': 413,087 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 28,297,185/28,297,185 (100.0%) +Types: bool:28,297,185 +Booleans: true:19,561,703 (69.1%), false:8,735,482 (30.9%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 28,297,185/28,297,185 (100.0%) +Types: NoneType:28,295,977, str:1,208 +Null/Empty: null:28,295,977, empty_str:31 +String length avg: 14.4 +Unique strings tracked: 12 +Top 5 string values: + 'drawing_and_painting': 540 (45.9%) + 'photography': 229 (19.5%) + 'gaming': 123 (10.5%) + 'entertainment': 121 (10.3%) + 'animals': 96 (8.2%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 28,297,185/28,297,185 (100.0%) +Types: NoneType:27,947,641, list:349,544 +Null/Empty: null:27,947,641 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 28,297,185/28,297,185 (100.0%) +Types: bool:28,297,185 +Booleans: true:13,014 (0.0%), false:28,284,171 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 28,297,185/28,297,185 (100.0%) +Types: int:28,297,185 +Numeric values: 28,297,185 total +Numeric range: min:1,588,291,200, max:1,590,969,599, avg:1589627045.9 +Numeric std dev: 772570.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 28,297,185/28,297,185 (100.0%) +Types: NoneType:28,158,983, str:138,202 +Null/Empty: null:28,158,983 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 138,202 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 28,297,185/28,297,185 (100.0%) +Types: NoneType:28,218,229, str:78,956 +Null/Empty: null:28,218,229 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 78,925 (100.0%) + 'admin': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 28,297,185/28,297,185 (100.0%) +Types: str:28,297,185 +Null/Empty: empty_str:856 +String length avg: 12.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 978 (0.0%) + 'self.sertisseur93': 124 (0.0%) + 'v.redd.it': 119 (0.0%) + 'i.imgur.com': 102 (0.0%) + 'youtube.com': 75 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 28,297,185/28,297,185 (100.0%) +Types: bool:27,481,036, float:816,149 +Booleans: true:0 (0.0%), false:27,481,036 (100.0%) +Numeric values: 816,149 total +Numeric range: min:1,588,291,428.0, max:1,622,821,861.0, avg:1589979269.4 +Numeric std dev: 2339324.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 28,297,185/28,297,185 (100.0%) +Types: int:28,297,185 +Numeric values: 28,297,185 total +Numeric range: min:0, max:515, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 35 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 28,297,185/28,297,185 (100.0%) +Types: dict:28,297,185 +Null/Empty: empty_obj:28,208,125 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 28,297,185/28,297,185 (100.0%) +Types: bool:28,297,185 +Booleans: true:0 (0.0%), false:28,297,185 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 28,297,185/28,297,185 (100.0%) +Types: bool:28,297,185 +Booleans: true:10,148 (0.0%), false:28,287,037 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 28,297,185/28,297,185 (100.0%) +Types: str:28,297,185 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'gb7h1s': 1 (0.0%) + 'gb7h1t': 1 (0.0%) + 'gb7h1u': 1 (0.0%) + 'gb7h1v': 1 (0.0%) + 'gb7h1w': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 28,297,185/28,297,185 (100.0%) +Types: bool:28,297,185 +Booleans: true:20,485 (0.1%), false:28,276,700 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 28,297,185/28,297,185 (100.0%) +Types: bool:28,297,185 +Booleans: true:15,760,609 (55.7%), false:12,536,576 (44.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 28,297,185/28,297,185 (100.0%) +Types: bool:28,297,185 +Booleans: true:20 (0.0%), false:28,297,165 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 28,297,185/28,297,185 (100.0%) +Types: bool:28,297,185 +Booleans: true:145,825 (0.5%), false:28,151,360 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 28,297,185/28,297,185 (100.0%) +Types: bool:28,297,185 +Booleans: true:10,514,323 (37.2%), false:17,782,862 (62.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 28,297,185/28,297,185 (100.0%) +Types: bool:28,297,185 +Booleans: true:15,794,280 (55.8%), false:12,502,905 (44.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 28,297,185/28,297,185 (100.0%) +Types: bool:28,297,185 +Booleans: true:11,008,186 (38.9%), false:17,288,999 (61.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 28,297,185/28,297,185 (100.0%) +Types: bool:28,297,185 +Booleans: true:825,371 (2.9%), false:27,471,814 (97.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 28,297,185/28,297,185 (100.0%) +Types: str:28,297,185 +Null/Empty: empty_str:22,847,686 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 457 (0.0%) + '#ea0027': 421 (0.0%) + '#75bfd4': 305 (0.0%) + '#0079d3': 303 (0.0%) + '#46d160': 267 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 28,297,185/28,297,185 (100.0%) +Types: NoneType:19,145,669, str:9,151,516 +Null/Empty: null:19,145,669, empty_str:3,580,440 +String length avg: 6.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'NewHorizons': 141 (0.0%) + 'discussion': 135 (0.0%) + 'question': 121 (0.0%) + 'NH': 73 (0.0%) + 'help': 52 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 28,297,185/28,297,185 (100.0%) +Types: list:28,297,185 +Null/Empty: empty_arr:22,799,084 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 28,297,185/28,297,185 (100.0%) +Types: NoneType:18,775,540, str:9,521,645 +Null/Empty: null:18,775,540, empty_str:3,780 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 140 (0.0%) + 'Question': 123 (0.0%) + 'New Horizons': 61 (0.0%) + 'Meme': 50 (0.0%) + 'Image': 36 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 28,297,185/28,297,185 (100.0%) +Types: str:28,297,185 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 24,952,387 (88.2%) + 'light': 3,344,798 (11.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 28,297,185/28,297,185 (100.0%) +Types: str:28,297,185 +String length avg: 4.8 +Unique strings tracked: 2 +String values distribution: + 'text': 22,799,084 (80.6%) + 'richtext': 5,498,101 (19.4%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 28,297,185/28,297,185 (100.0%) +Types: bool:28,297,185 +Booleans: true:670,327 (2.4%), false:27,626,858 (97.6%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 28,297,185/28,297,185 (100.0%) +Types: NoneType:25,202,019, dict:3,095,166 +Null/Empty: null:25,202,019 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 28,297,185/28,297,185 (100.0%) +Types: dict:28,297,185 +Null/Empty: empty_obj:26,011,127 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 28,297,185/28,297,185 (100.0%) +Types: bool:28,297,185 +Booleans: true:187 (0.0%), false:28,296,998 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 28,297,185/28,297,185 (100.0%) +Types: str:28,297,185 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_gb7h1s': 1 (0.0%) + 't3_gb7h1t': 1 (0.0%) + 't3_gb7h1u': 1 (0.0%) + 't3_gb7h1v': 1 (0.0%) + 't3_gb7h1w': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 28,297,185/28,297,185 (100.0%) +Types: bool:28,297,185 +Booleans: true:13,193,713 (46.6%), false:15,103,472 (53.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 28,297,185/28,297,185 (100.0%) +Types: int:28,297,185 +Numeric values: 28,297,185 total +Numeric range: min:0, max:100,001, avg:6.3 +Numeric std dev: 90.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 28,297,185/28,297,185 (100.0%) +Types: int:28,297,185 +Numeric values: 28,297,185 total +Numeric range: min:0, max:1,926, avg:0.0 +Numeric std dev: 0.8 +Unique numbers tracked: 161 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 28,297,185/28,297,185 (100.0%) +Types: bool:28,297,185 +Booleans: true:4,985,301 (17.6%), false:23,311,884 (82.4%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 28,297,185/28,297,185 (100.0%) +Types: str:23,718,044, NoneType:4,579,141 +Null/Empty: null:4,579,141 +String length avg: 6.9 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 14,955,442 (63.1%) + 'no_ads': 6,166,472 (26.0%) + 'some_ads': 2,557,946 (10.8%) + 'promo_adult_nsfw': 37,813 (0.2%) + 'house_only': 326 (0.0%) + 'promo_all': 45 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 28,297,185/28,297,185 (100.0%) +Types: str:28,297,185 +String length avg: 65.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/QualityReps/comments/gb7h1s/while_i_was_fiendin...': 1 (0.0%) + '/r/pugs/comments/gb7h1t/why_is_my_tiny_pug_so_angr...': 1 (0.0%) + '/r/ReefTank/comments/gb7h1u/3_ro_membranes/': 1 (0.0%) + '/r/LMDShow/comments/gb7h1v/alopecidente/': 1 (0.0%) + '/r/doordash/comments/gb7h1w/gst_for_restaurant_foo...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 28,297,185/28,297,185 (100.0%) +Types: bool:28,297,185 +Booleans: true:0 (0.0%), false:28,297,185 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 28,297,185/28,297,185 (100.0%) +Types: int:23,718,044, NoneType:4,579,141 +Null/Empty: null:4,579,141 +Numeric values: 23,718,044 total +Numeric range: min:0, max:7, avg:4.5 +Numeric std dev: 2.7 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 14,955,442 (63.1%) + 0: 6,166,472 (26.0%) + 7: 2,557,946 (10.8%) + 3: 37,813 (0.2%) + 1: 326 (0.0%) + 5: 45 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 28,297,185/28,297,185 (100.0%) +Types: bool:28,297,185 +Booleans: true:0 (0.0%), false:28,297,185 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 28,297,185/28,297,185 (100.0%) +Types: NoneType:15,790,897, str:12,506,288 +Null/Empty: null:15,790,897 +String length avg: 7.5 +Unique strings tracked: 9 +String values distribution: + 'deleted': 7,805,887 (62.4%) + 'moderator': 3,251,585 (26.0%) + 'reddit': 1,343,383 (10.7%) + 'automod_filtered': 64,818 (0.5%) + 'author': 25,242 (0.2%) + 'copyright_takedown': 13,622 (0.1%) + 'anti_evil_ops': 1,283 (0.0%) + 'content_takedown': 301 (0.0%) + 'community_ops': 167 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 28,297,185/28,297,185 (100.0%) +Types: int:28,297,185 +Numeric values: 28,297,185 total +Numeric range: min:1,622,812,408, max:1,622,848,350, avg:1622831292.1 +Numeric std dev: 10363.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 28,297,185/28,297,185 (100.0%) +Types: int:28,297,185 +Numeric values: 28,297,185 total +Numeric range: min:0, max:274,213, avg:83.0 +Numeric std dev: 1207.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 28,297,185/28,297,185 (100.0%) +Types: NoneType:25,202,019, dict:3,095,166 +Null/Empty: null:25,202,019 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 28,297,185/28,297,185 (100.0%) +Types: dict:28,297,185 +Null/Empty: empty_obj:26,011,127 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 28,297,185/28,297,185 (100.0%) +Types: str:28,297,185 +Null/Empty: empty_str:13,545,243 +String length avg: 230.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,000 (0.0%) + '[removed]': 413 (0.0%) + 'Get 14-17% off your order at Yesstyle with FRIEND ...': 3 (0.0%) + 'Please feel free to use my Yesstyle friend rewards...': 3 (0.0%) + 'horizontal translates to horizontal + +-------------...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 28,297,185/28,297,185 (100.0%) +Types: bool:28,297,185 +Booleans: true:25,938,251 (91.7%), false:2,358,934 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 28,297,185/28,297,185 (100.0%) +Types: bool:28,297,185 +Booleans: true:166,161 (0.6%), false:28,131,024 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 28,297,185/28,297,185 (100.0%) +Types: bool:28,297,185 +Booleans: true:42,176 (0.1%), false:28,255,009 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 28,297,185/28,297,185 (100.0%) +Types: str:28,297,185 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'u_sertisseur93': 55 (0.0%) + 'AskReddit': 27 (0.0%) + 'AutoNewspaper': 16 (0.0%) + 'u_20n20discounted': 12 (0.0%) + 'ACTrade': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 28,297,185/28,297,185 (100.0%) +Types: str:28,297,185 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_28y4xg': 55 (0.0%) + 't5_2qh1i': 27 (0.0%) + 't5_3h9d4': 16 (0.0%) + 't5_2m9ygt': 12 (0.0%) + 't5_2xcmc': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 28,297,185/28,297,185 (100.0%) +Types: int:28,297,185 +Numeric values: 28,297,185 total +Numeric range: min:0, max:36,391,140, avg:2082963.7 +Numeric std dev: 6316431.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 28,297,185/28,297,185 (100.0%) +Types: str:28,297,185 +String length avg: 6.1 +Unique strings tracked: 4 +String values distribution: + 'public': 24,763,602 (87.5%) + 'user': 1,966,227 (6.9%) + 'restricted': 1,567,354 (5.5%) + 'gold_restricted': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 28,297,185/28,297,185 (100.0%) +Types: NoneType:21,808,843, str:6,488,342 +Null/Empty: null:21,808,843 +String length avg: 4.4 +Unique strings tracked: 8 +String values distribution: + 'qa': 1,985,114 (30.6%) + 'new': 1,609,923 (24.8%) + 'confidence': 1,557,696 (24.0%) + 'top': 1,156,797 (17.8%) + 'old': 161,318 (2.5%) + 'controversial': 10,881 (0.2%) + 'live': 4,598 (0.1%) + 'random': 2,015 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 28,297,185/28,297,185 (100.0%) +Types: str:28,297,185 +String length avg: 25.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,880 (0.0%) + 'self': 1,032 (0.0%) + 'nsfw': 312 (0.0%) + 'image': 30 (0.0%) + 'spoiler': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 28,297,185/28,297,185 (100.0%) +Types: int:16,829,906, NoneType:11,467,279 +Null/Empty: null:11,467,279 +Numeric values: 16,829,906 total +Numeric range: min:0, max:140, avg:114.5 +Numeric std dev: 28.0 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 28,297,185/28,297,185 (100.0%) +Types: int:16,829,906, NoneType:11,467,279 +Null/Empty: null:11,467,279 +Numeric values: 16,829,906 total +Numeric range: min:0, max:140, avg:139.7 +Numeric std dev: 5.2 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 28,297,185/28,297,185 (100.0%) +Types: str:28,297,185 +Null/Empty: empty_str:1 +String length avg: 53.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'É memo': 7 (0.0%) + 'Apple and Amazon report earnings, plus latest on c...': 6 (0.0%) + 'Cumming While Getting Her Ass Fucked': 4 (0.0%) + '🌸17% off all Yesstyle orders with CODES: PXAY42 an...': 4 (0.0%) + 'Wait for it': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 28,297,185/28,297,185 (100.0%) +Types: NoneType:28,297,176, str:9 +Null/Empty: null:28,297,176 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 9 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 28,297,185/28,297,185 (100.0%) +Types: int:28,297,185 +Numeric values: 28,297,185 total +Numeric range: min:0, max:649, avg:0.0 +Numeric std dev: 0.5 +Unique numbers tracked: 151 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 28,297,185/28,297,185 (100.0%) +Types: list:28,297,185 +Null/Empty: empty_arr:28,297,071 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 28,297,185/28,297,185 (100.0%) +Types: float:28,297,185 +Numeric values: 28,297,185 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 28,297,185/28,297,185 (100.0%) +Types: str:28,297,185 +String length avg: 64.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://gfycat.com/decisivefirmgermanshepherd': 4 (0.0%) + 'https://www.mangadods.com/manga/fairys-armament/11...': 3 (0.0%) + 'https://i.imgur.com/3XyLtrd.jpg': 3 (0.0%) + 'https://i.imgur.com/fvY5yU4.jpg': 2 (0.0%) + 'https://gfycat.com/glisteningsingleimperialeagle': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 28,297,185/28,297,185 (100.0%) +Types: str:23,718,033, NoneType:4,579,152 +Null/Empty: null:4,579,152 +String length avg: 6.9 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 14,865,814 (62.7%) + 'no_ads': 6,166,461 (26.0%) + 'some_ads': 2,514,408 (10.6%) + 'promo_adult_nsfw': 170,979 (0.7%) + 'house_only': 326 (0.0%) + 'promo_all': 45 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 28,297,185/28,297,185 (100.0%) +Types: int:23,718,033, NoneType:4,579,152 +Null/Empty: null:4,579,152 +Numeric values: 23,718,033 total +Numeric range: min:0, max:7, avg:4.5 +Numeric std dev: 2.7 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 14,865,814 (62.7%) + 0: 6,166,461 (26.0%) + 7: 2,514,408 (10.6%) + 3: 170,979 (0.7%) + 1: 326 (0.0%) + 5: 45 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 19,561,703/28,297,185 (69.1%) +Types: list:19,561,703 +Null/Empty: empty_arr:17,868,558 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 19,561,703/28,297,185 (69.1%) +Types: str:19,561,703 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 17,868,558 (91.3%) + 'richtext': 1,693,145 (8.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 19,561,703/28,297,185 (69.1%) +Types: str:19,561,703 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_52tkg8b4': 70 (0.0%) + 't2_bcevk': 16 (0.0%) + 't2_12gbdz': 16 (0.0%) + 't2_6by6zcst': 15 (0.0%) + 't2_6l4z3': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 19,561,703/28,297,185 (69.1%) +Types: bool:19,561,703 +Booleans: true:0 (0.0%), false:19,561,703 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 19,561,703/28,297,185 (69.1%) +Types: bool:19,561,703 +Booleans: true:523,188 (2.7%), false:19,038,515 (97.3%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 17,289,000/28,297,185 (61.1%) +Types: str:17,289,000 +String length avg: 48.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://youtu.be/6AwSJIf7gAc': 8 (0.0%) + 'https://www.businesswire.com/news/home/20200430006...': 5 (0.0%) + 'https://gfycat.com/decisivefirmgermanshepherd': 4 (0.0%) + 'https://thegnosticdread.com/beltane/': 4 (0.0%) + 'https://www.mangadods.com/manga/fairys-armament/11...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 9,855,220/28,297,185 (34.8%) +Types: str:9,855,220 +String length avg: 5.5 +Unique strings tracked: 6 +String values distribution: + 'image': 5,555,677 (56.4%) + 'link': 2,245,522 (22.8%) + 'rich:video': 974,083 (9.9%) + 'self': 606,041 (6.1%) + 'hosted:video': 473,791 (4.8%) + 'video': 106 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 9,855,220/28,297,185 (34.8%) +Types: dict:9,855,220 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 7,990,423/28,297,185 (28.2%) +Types: str:7,990,423 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '5aa299a6-69f9-11ea-bac6-0e1fa7463919': 19 (0.0%) + '28e016b2-8ebe-11e9-85f8-0e65c90e2f8e': 17 (0.0%) + '68e40d50-6435-11e2-97c8-12313b0c247a': 14 (0.0%) + 'c586b3f8-a829-11e8-a989-0e2de87d12c0': 13 (0.0%) + 'fab03cde-3d25-11e9-af98-0eb04f9475d4': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,115,423/28,297,185 (3.9%) +Types: str:1,115,423 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_gb7izn': 26 (0.0%) + 't3_gb7q9n': 19 (0.0%) + 't3_gb7hrq': 13 (0.0%) + 't3_gb7ka6': 12 (0.0%) + 't3_gataz4': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,115,423/28,297,185 (3.9%) +Types: list:1,115,423 +Null/Empty: empty_arr:88,118 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 331,267/28,297,185 (1.2%) +Types: dict:214,792, NoneType:116,475 +Null/Empty: null:116,475 + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 160,950/28,297,185 (0.6%) +Types: dict:95,388, NoneType:65,562 +Null/Empty: null:65,562 + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 63,011/28,297,185 (0.2%) +Types: dict:63,011 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 42,296/28,297,185 (0.1%) +Types: bool:42,296 +Booleans: true:42,296 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 20,485/28,297,185 (0.1%) +Types: NoneType:20,485 +Null/Empty: null:20,485 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 20,485/28,297,185 (0.1%) +Types: NoneType:20,485 +Null/Empty: null:20,485 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 20,485/28,297,185 (0.1%) +Types: str:20,268, NoneType:217 +Null/Empty: null:217 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_5upc7njy': 107 (0.5%) + 't2_1095cgk5': 95 (0.5%) + 't2_1kdtm3ie': 64 (0.3%) + 't2_2xc2cdnz': 52 (0.3%) + 't2_30px35cv': 50 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 20,485/28,297,185 (0.1%) +Types: str:15,383, NoneType:5,102 +Null/Empty: null:5,102, empty_str:13 +String length avg: 19.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'bloomberg.com': 287 (1.9%) + 'apps.apple.com': 162 (1.1%) + 'joinhoney.com': 158 (1.0%) + 'play.google.com': 156 (1.0%) + 'getwellue.com': 125 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 20,485/28,297,185 (0.1%) +Types: NoneType:20,480, str:5 +Null/Empty: null:20,480 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 5 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 20,485/28,297,185 (0.1%) +Types: NoneType:20,480, str:5 +Null/Empty: null:20,480 +String length avg: 47.4 +Unique strings tracked: 3 +String values distribution: + 'https://www.youtube.com/watch?v=et8JnyMvvKw': 3 (60.0%) + 'https://www.youtube.com/watch?v=6RvhSQ3YSmI&fe...': 1 (20.0%) + 'https://www.youtube.com/watch?v=SrBybDrhtvg': 1 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 20,485/28,297,185 (0.1%) +Types: list:20,485 +Null/Empty: empty_arr:20,485 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 20,485/28,297,185 (0.1%) +Types: list:20,485 +Null/Empty: empty_arr:20,485 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 20,485/28,297,185 (0.1%) +Types: str:20,485 +String length avg: 111.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://getwellue.com/pages/oxysmart-fingertip-pul...': 29 (0.1%) + 'https://getwellue.com/pages/o2ring-oxygen-monitor': 29 (0.1%) + 'https://www.amazon.com/Upload/dp/B0858YGKZ4': 15 (0.1%) + 'https://www.baselinecharlie.com/': 15 (0.1%) + 'https://www.bloomberg.com/subscriptions/67obqkd5zd...': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 20,485/28,297,185 (0.1%) +Types: NoneType:20,485 +Null/Empty: null:20,485 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 20,485/28,297,185 (0.1%) +Types: NoneType:20,485 +Null/Empty: null:20,485 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 20,485/28,297,185 (0.1%) +Types: bool:20,485 +Booleans: true:0 (0.0%), false:20,485 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 20,485/28,297,185 (0.1%) +Types: str:20,485 +Null/Empty: empty_str:6,101 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/8Vf4WnU6rliH...': 19 (0.1%) + 'https://reddit-image.s3.amazonaws.com/BtMo6tmf0dNx...': 17 (0.1%) + 'https://reddit-image.s3.amazonaws.com/7JoIJeLoCMgf...': 17 (0.1%) + 'https://reddit-image.s3.amazonaws.com/LLIz4oVIx9F7...': 15 (0.1%) + 'https://reddit-image.s3.amazonaws.com/Nb97NKNWYKpr...': 13 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 20,485/28,297,185 (0.1%) +Types: NoneType:20,485 +Null/Empty: null:20,485 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 20,485/28,297,185 (0.1%) +Types: dict:20,485 +Null/Empty: empty_obj:20,485 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 20,485/28,297,185 (0.1%) +Types: NoneType:20,485 +Null/Empty: null:20,485 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 20,485/28,297,185 (0.1%) +Types: bool:20,485 +Booleans: true:20,485 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 20,485/28,297,185 (0.1%) +Types: NoneType:20,485 +Null/Empty: null:20,485 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 20,485/28,297,185 (0.1%) +Types: NoneType:20,485 +Null/Empty: null:20,485 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 20,485/28,297,185 (0.1%) +Types: NoneType:20,485 +Null/Empty: null:20,485 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 20,485/28,297,185 (0.1%) +Types: bool:20,485 +Booleans: true:20,485 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 20,485/28,297,185 (0.1%) +Types: NoneType:20,485 +Null/Empty: null:20,485 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 20,485/28,297,185 (0.1%) +Types: list:20,485 +Null/Empty: empty_arr:20,485 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 20,485/28,297,185 (0.1%) +Types: NoneType:20,485 +Null/Empty: null:20,485 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 20,485/28,297,185 (0.1%) +Types: NoneType:20,485 +Null/Empty: null:20,485 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 18,162/28,297,185 (0.1%) +Types: str:18,162 +Null/Empty: empty_str:3 +String length avg: 8.7 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 6,365 (35.1%) + 'Shop Now': 3,212 (17.7%) + 'Download': 2,410 (13.3%) + 'Sign Up': 1,887 (10.4%) + 'Play Now': 1,162 (6.4%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 5,898/28,297,185 (0.0%) +Types: list:5,898 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,960/28,297,185 (0.0%) +Types: float:1,960 +Numeric values: 1,960 total +Numeric range: min:1,588,309,200.0, max:108,555,390,000.0, avg:1645029250.3 +Numeric std dev: 2415597375.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,960/28,297,185 (0.0%) +Types: bool:1,960 +Booleans: true:0 (0.0%), false:1,960 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,960/28,297,185 (0.0%) +Types: float:1,960 +Numeric values: 1,960 total +Numeric range: min:1,588,294,800.0, max:108,555,375,600.0, avg:1644957365.1 +Numeric std dev: 2415598582.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +================================================================================ + +================================================================================ +FILE: RS_2020-06.jsonl +Analysis Time: 2026-01-15 13:42:43 +================================================================================ +Total lines: 27,557,757 +Processed lines: 27,557,757 +Total unique fields: 124 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 27,557,757/27,557,757 (100.0%) +Types: list:27,557,757 +Null/Empty: empty_arr:27,362,166 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 27,557,757/27,557,757 (100.0%) +Types: bool:27,557,757 +Booleans: true:1,246,637 (4.5%), false:26,311,120 (95.5%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 27,557,757/27,557,757 (100.0%) +Types: bool:27,557,757 +Booleans: true:27,537,447 (99.9%), false:20,310 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 27,557,757/27,557,757 (100.0%) +Types: str:27,557,757 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 601 (0.0%) + 'NoSleeper_Bot': 47 (0.0%) + 'Loveper2020': 19 (0.0%) + 'Torrespass': 15 (0.0%) + 'leddisplayjean': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 27,557,757/27,557,757 (100.0%) +Types: int:19,097,069, NoneType:8,460,688 +Null/Empty: null:8,460,688 +Numeric values: 19,097,069 total +Numeric range: min:1,118,030,400, max:1,593,561,513, avg:1533990744.1 +Numeric std dev: 71118729.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 27,557,757/27,557,757 (100.0%) +Types: NoneType:17,255,484, str:10,302,273 +Null/Empty: null:17,255,484, empty_str:9,036,025 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 6,906 (0.5%) + '#dadada': 1,885 (0.1%) + '#edeff1': 1,533 (0.1%) + '#ea0027': 543 (0.0%) + '#00a6a5': 491 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 27,557,757/27,557,757 (100.0%) +Types: NoneType:26,174,035, str:1,383,722 +Null/Empty: null:26,174,035, empty_str:153,866 +String length avg: 7.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'White': 200 (0.0%) + 'Hammer': 93 (0.0%) + 'green ': 45 (0.0%) + 'green tier3': 44 (0.0%) + 'green': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 27,557,757/27,557,757 (100.0%) +Types: NoneType:25,604,864, str:1,952,893 +Null/Empty: null:25,604,864 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'e4dc4e14-69f9-11ea-abe8-0eb5501e2a6b': 40 (0.0%) + '33434920-83f6-11ea-b3d7-0ec30bdad84d': 27 (0.0%) + '0fdb4d5e-7cd8-11ea-87d4-0ee18fd49419': 24 (0.0%) + 'aaa87558-6d1d-11e9-94ca-0ee6f6d0d234': 24 (0.0%) + '7719d9e2-959a-11ea-a4af-0e96554cdd9d': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 27,557,757/27,557,757 (100.0%) +Types: NoneType:24,997,326, str:2,560,431 +Null/Empty: null:24,997,326, empty_str:217,350 +String length avg: 17.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '​': 13 (0.0%) + 'FC: <unknown> Trainer name: <unknown>': 13 (0.0%) + '15': 9 (0.0%) + ':gooduser:': 9 (0.0%) + ':doge: admin': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 27,557,757/27,557,757 (100.0%) +Types: NoneType:16,569,117, str:10,988,640 +Null/Empty: null:16,569,117, empty_str:82,442 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 10,500,900 (96.3%) + 'light': 405,298 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 27,557,757/27,557,757 (100.0%) +Types: bool:27,557,757 +Booleans: true:19,165,068 (69.5%), false:8,392,689 (30.5%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 27,557,757/27,557,757 (100.0%) +Types: NoneType:27,556,869, str:888 +Null/Empty: null:27,556,869, empty_str:32 +String length avg: 14.7 +Unique strings tracked: 10 +String values distribution: + 'drawing_and_painting': 429 (50.1%) + 'photography': 133 (15.5%) + 'gaming': 89 (10.4%) + 'animals': 75 (8.8%) + 'entertainment': 60 (7.0%) + 'diy_and_crafts': 36 (4.2%) + 'videos': 16 (1.9%) + 'memes': 11 (1.3%) + 'food': 5 (0.6%) + 'writing': 2 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 27,557,757/27,557,757 (100.0%) +Types: NoneType:27,237,829, list:319,928 +Null/Empty: null:27,237,829 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 27,557,757/27,557,757 (100.0%) +Types: bool:27,557,757 +Booleans: true:11,896 (0.0%), false:27,545,861 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 27,557,757/27,557,757 (100.0%) +Types: int:27,557,757 +Numeric values: 27,557,757 total +Numeric range: min:1,590,969,600, max:1,593,561,599, avg:1592264226.1 +Numeric std dev: 748110.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 27,557,757/27,557,757 (100.0%) +Types: NoneType:27,430,971, str:126,786 +Null/Empty: null:27,430,971 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 126,786 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 27,557,757/27,557,757 (100.0%) +Types: NoneType:27,493,532, str:64,225 +Null/Empty: null:27,493,532 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 64,177 (99.9%) + 'admin': 48 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 27,557,757/27,557,757 (100.0%) +Types: str:27,557,757 +Null/Empty: empty_str:6 +String length avg: 12.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 1,066 (0.0%) + 'v.redd.it': 110 (0.0%) + 'self.NoSleepers': 90 (0.0%) + 'i.imgur.com': 78 (0.0%) + 'youtu.be': 77 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 27,557,757/27,557,757 (100.0%) +Types: bool:26,810,042, float:747,715 +Booleans: true:0 (0.0%), false:26,810,042 (100.0%) +Numeric values: 747,715 total +Numeric range: min:1,590,969,716.0, max:1,622,869,149.0, avg:1592607300.2 +Numeric std dev: 2221198.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 27,557,757/27,557,757 (100.0%) +Types: int:27,557,757 +Numeric values: 27,557,757 total +Numeric range: min:0, max:120, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 40 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 27,557,757/27,557,757 (100.0%) +Types: dict:27,557,757 +Null/Empty: empty_obj:27,472,053 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 27,557,757/27,557,757 (100.0%) +Types: bool:27,557,757 +Booleans: true:0 (0.0%), false:27,557,757 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 27,557,757/27,557,757 (100.0%) +Types: bool:27,557,757 +Booleans: true:10,001 (0.0%), false:27,547,756 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 27,557,757/27,557,757 (100.0%) +Types: str:27,557,757 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ggypgr': 1 (0.0%) + 'ghrrki': 1 (0.0%) + 'gkchl2': 1 (0.0%) + 'gkcilc': 1 (0.0%) + 'gkckw3': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 27,557,757/27,557,757 (100.0%) +Types: bool:27,557,757 +Booleans: true:20,309 (0.1%), false:27,537,448 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 27,557,757/27,557,757 (100.0%) +Types: bool:27,557,757 +Booleans: true:15,253,272 (55.4%), false:12,304,485 (44.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 27,557,757/27,557,757 (100.0%) +Types: bool:27,557,757 +Booleans: true:21 (0.0%), false:27,557,736 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 27,557,757/27,557,757 (100.0%) +Types: bool:27,557,757 +Booleans: true:146,849 (0.5%), false:27,410,908 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 27,557,757/27,557,757 (100.0%) +Types: bool:27,557,757 +Booleans: true:10,498,518 (38.1%), false:17,059,239 (61.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 27,557,757/27,557,757 (100.0%) +Types: bool:27,557,757 +Booleans: true:15,286,546 (55.5%), false:12,271,211 (44.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 27,557,757/27,557,757 (100.0%) +Types: bool:27,557,757 +Booleans: true:10,502,390 (38.1%), false:17,055,367 (61.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 27,557,757/27,557,757 (100.0%) +Types: bool:27,557,757 +Booleans: true:809,544 (2.9%), false:26,748,213 (97.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 27,557,757/27,557,757 (100.0%) +Types: str:27,557,757 +Null/Empty: empty_str:22,211,967 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 469 (0.0%) + '#ea0027': 394 (0.0%) + '#0079d3': 317 (0.0%) + '#ffd635': 311 (0.0%) + '#46d160': 274 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 27,557,757/27,557,757 (100.0%) +Types: NoneType:18,801,595, str:8,756,162 +Null/Empty: null:18,801,595, empty_str:3,553,047 +String length avg: 6.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 139 (0.0%) + 'question': 123 (0.0%) + 'orange': 108 (0.0%) + 'NewHorizons': 86 (0.0%) + 'blue': 56 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 27,557,757/27,557,757 (100.0%) +Types: list:27,557,757 +Null/Empty: empty_arr:22,319,208 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 27,557,757/27,557,757 (100.0%) +Types: NoneType:18,432,823, str:9,124,934 +Null/Empty: null:18,432,823, empty_str:3,868 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Question': 83 (0.0%) + 'Discussion': 76 (0.0%) + 'New Horizons': 37 (0.0%) + 'Image': 36 (0.0%) + 'Meme': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 27,557,757/27,557,757 (100.0%) +Types: str:27,557,757 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 24,298,734 (88.2%) + 'light': 3,259,023 (11.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 27,557,757/27,557,757 (100.0%) +Types: str:27,557,757 +String length avg: 4.8 +Unique strings tracked: 2 +String values distribution: + 'text': 22,319,208 (81.0%) + 'richtext': 5,238,549 (19.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 27,557,757/27,557,757 (100.0%) +Types: bool:27,557,757 +Booleans: true:646,106 (2.3%), false:26,911,651 (97.7%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 27,557,757/27,557,757 (100.0%) +Types: NoneType:24,426,216, dict:3,131,541 +Null/Empty: null:24,426,216 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 27,557,757/27,557,757 (100.0%) +Types: dict:27,557,757 +Null/Empty: empty_obj:25,233,005 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 27,557,757/27,557,757 (100.0%) +Types: bool:27,557,757 +Booleans: true:178 (0.0%), false:27,557,579 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 27,557,757/27,557,757 (100.0%) +Types: str:27,557,757 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_ggypgr': 1 (0.0%) + 't3_ghrrki': 1 (0.0%) + 't3_gkchl2': 1 (0.0%) + 't3_gkcilc': 1 (0.0%) + 't3_gkckw3': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 27,557,757/27,557,757 (100.0%) +Types: bool:27,557,757 +Booleans: true:12,767,231 (46.3%), false:14,790,526 (53.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 27,557,757/27,557,757 (100.0%) +Types: int:27,557,757 +Numeric values: 27,557,757 total +Numeric range: min:0, max:99,993, avg:6.4 +Numeric std dev: 85.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 27,557,757/27,557,757 (100.0%) +Types: int:27,557,757 +Numeric values: 27,557,757 total +Numeric range: min:0, max:1,170, avg:0.0 +Numeric std dev: 0.7 +Unique numbers tracked: 144 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 27,557,757/27,557,757 (100.0%) +Types: bool:27,557,757 +Booleans: true:5,160,488 (18.7%), false:22,397,269 (81.3%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 27,557,757/27,557,757 (100.0%) +Types: str:22,658,125, NoneType:4,899,632 +Null/Empty: null:4,899,632 +String length avg: 6.9 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 13,920,517 (61.4%) + 'no_ads': 6,199,672 (27.4%) + 'some_ads': 2,497,527 (11.0%) + 'promo_adult_nsfw': 39,951 (0.2%) + 'house_only': 420 (0.0%) + 'promo_all': 38 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 27,557,757/27,557,757 (100.0%) +Types: str:27,557,757 +String length avg: 65.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/runningman/comments/ggypgr/meme_mondays/': 1 (0.0%) + '/r/StarWarsLeaks/comments/ghrrki/the_rstarwarsleak...': 1 (0.0%) + '/r/KillingEve/comments/gkchl2/episode_3x08_are_you...': 1 (0.0%) + '/r/KillingEve/comments/gkcilc/episode_3x08_are_you...': 1 (0.0%) + '/r/KillingEve/comments/gkckw3/season_3_closing_tho...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 27,557,757/27,557,757 (100.0%) +Types: bool:27,557,757 +Booleans: true:0 (0.0%), false:27,557,757 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 27,557,757/27,557,757 (100.0%) +Types: int:22,658,125, NoneType:4,899,632 +Null/Empty: null:4,899,632 +Numeric values: 22,658,125 total +Numeric range: min:0, max:7, avg:4.5 +Numeric std dev: 2.8 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 13,920,517 (61.4%) + 0: 6,199,672 (27.4%) + 7: 2,497,527 (11.0%) + 3: 39,951 (0.2%) + 1: 420 (0.0%) + 5: 38 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 27,557,757/27,557,757 (100.0%) +Types: bool:27,557,757 +Booleans: true:0 (0.0%), false:27,557,757 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 27,557,757/27,557,757 (100.0%) +Types: NoneType:15,278,890, str:12,278,867 +Null/Empty: null:15,278,890 +String length avg: 7.4 +Unique strings tracked: 9 +String values distribution: + 'deleted': 7,514,098 (61.2%) + 'moderator': 3,147,564 (25.6%) + 'reddit': 1,519,622 (12.4%) + 'automod_filtered': 59,363 (0.5%) + 'author': 23,890 (0.2%) + 'copyright_takedown': 12,696 (0.1%) + 'anti_evil_ops': 1,066 (0.0%) + 'content_takedown': 427 (0.0%) + 'community_ops': 141 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 27,557,757/27,557,757 (100.0%) +Types: int:27,557,757 +Numeric values: 27,557,757 total +Numeric range: min:1,622,820,861, max:1,623,629,469, avg:1622869407.5 +Numeric std dev: 14402.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 27,557,757/27,557,757 (100.0%) +Types: int:27,557,757 +Numeric values: 27,557,757 total +Numeric range: min:0, max:438,831, avg:89.6 +Numeric std dev: 1325.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 27,557,757/27,557,757 (100.0%) +Types: NoneType:24,426,216, dict:3,131,541 +Null/Empty: null:24,426,216 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 27,557,757/27,557,757 (100.0%) +Types: dict:27,557,757 +Null/Empty: empty_obj:25,233,005 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 27,557,757/27,557,757 (100.0%) +Types: str:27,557,757 +Null/Empty: empty_str:13,316,906 +String length avg: 225.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,299 (0.0%) + '[removed]': 656 (0.0%) + '[ Removed by reddit in response to a copyright not...': 6 (0.0%) + 'https://m.twitch.tv/tazcully/profile': 4 (0.0%) + 'https://www.reddit.com/r/LifeProTips/comments/gu8e...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 27,557,757/27,557,757 (100.0%) +Types: bool:27,557,757 +Booleans: true:25,166,426 (91.3%), false:2,391,331 (8.7%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 27,557,757/27,557,757 (100.0%) +Types: bool:27,557,757 +Booleans: true:165,087 (0.6%), false:27,392,670 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 27,557,757/27,557,757 (100.0%) +Types: bool:27,557,757 +Booleans: true:42,149 (0.2%), false:27,515,608 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 27,557,757/27,557,757 (100.0%) +Types: str:27,557,757 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'NoSleepers': 33 (0.0%) + 'led': 14 (0.0%) + 'AskReddit': 14 (0.0%) + 'memes': 11 (0.0%) + 'Market76': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 27,557,757/27,557,757 (100.0%) +Types: str:27,557,757 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_3jcxy': 33 (0.0%) + 't5_2rgyj': 14 (0.0%) + 't5_2qh1i': 14 (0.0%) + 't5_2qjpg': 11 (0.0%) + 't5_n9nn1': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 27,557,757/27,557,757 (100.0%) +Types: int:27,557,757 +Numeric values: 27,557,757 total +Numeric range: min:0, max:102,912,611, avg:2096912.0 +Numeric std dev: 6342657.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 27,557,757/27,557,757 (100.0%) +Types: str:27,557,757 +String length avg: 6.1 +Unique strings tracked: 5 +String values distribution: + 'public': 23,992,823 (87.1%) + 'user': 2,091,317 (7.6%) + 'restricted': 1,473,614 (5.3%) + 'gold_restricted': 2 (0.0%) + 'employees_only': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 27,557,757/27,557,757 (100.0%) +Types: NoneType:21,206,106, str:6,351,651 +Null/Empty: null:21,206,106 +String length avg: 4.4 +Unique strings tracked: 8 +String values distribution: + 'qa': 2,108,612 (33.2%) + 'confidence': 1,560,111 (24.6%) + 'new': 1,442,376 (22.7%) + 'top': 1,084,542 (17.1%) + 'old': 138,485 (2.2%) + 'controversial': 11,216 (0.2%) + 'live': 4,154 (0.1%) + 'random': 2,155 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 27,557,757/27,557,757 (100.0%) +Types: str:27,557,757 +String length avg: 25.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,020 (0.0%) + 'self': 791 (0.0%) + 'nsfw': 271 (0.0%) + 'image': 32 (0.0%) + 'spoiler': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 27,557,757/27,557,757 (100.0%) +Types: int:16,653,744, NoneType:10,904,013 +Null/Empty: null:10,904,013 +Numeric values: 16,653,744 total +Numeric range: min:0, max:256, avg:114.9 +Numeric std dev: 28.0 +Unique numbers tracked: 142 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 27,557,757/27,557,757 (100.0%) +Types: int:16,653,744, NoneType:10,904,013 +Null/Empty: null:10,904,013 +Numeric values: 16,653,744 total +Numeric range: min:0, max:256, avg:139.7 +Numeric std dev: 4.8 +Unique numbers tracked: 73 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 27,557,757/27,557,757 (100.0%) +Types: str:27,557,757 +Null/Empty: empty_str:1 +String length avg: 54.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'NoSleepers for 06-01-2020': 24 (0.0%) + 'Get all her contents here --> https://link-to.n...': 12 (0.0%) + '20[M4F] Let's have some fun while in quarantine 😉': 3 (0.0%) + 'Wood burn': 3 (0.0%) + 'Someone Needs To Come Suck It For Me Dms Open': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 27,557,757/27,557,757 (100.0%) +Types: NoneType:27,557,341, str:416 +Null/Empty: null:27,557,341 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 416 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 27,557,757/27,557,757 (100.0%) +Types: int:27,557,757 +Numeric values: 27,557,757 total +Numeric range: min:0, max:3,280, avg:0.0 +Numeric std dev: 1.0 +Unique numbers tracked: 149 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 27,557,757/27,557,757 (100.0%) +Types: list:27,557,757 +Null/Empty: empty_arr:27,557,630 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 27,557,757/27,557,757 (100.0%) +Types: float:27,557,757 +Numeric values: 27,557,757 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 27,557,757/27,557,757 (100.0%) +Types: str:27,557,757 +String length avg: 64.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/fatalsphericalbushbaby': 12 (0.0%) + 'https://i.imgur.com/i0hh03D.jpg': 3 (0.0%) + 'https://www.redgifs.com/watch/warmhealthychrysalis': 3 (0.0%) + 'https://i.imgur.com/VMOC18N.jpg': 2 (0.0%) + 'https://i.redd.it/v9w2y7yid6251.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 27,557,757/27,557,757 (100.0%) +Types: str:22,658,125, NoneType:4,899,632 +Null/Empty: null:4,899,632 +String length avg: 6.9 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 13,839,306 (61.1%) + 'no_ads': 6,199,672 (27.4%) + 'some_ads': 2,456,676 (10.8%) + 'promo_adult_nsfw': 162,013 (0.7%) + 'house_only': 420 (0.0%) + 'promo_all': 38 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 27,557,757/27,557,757 (100.0%) +Types: int:22,658,125, NoneType:4,899,632 +Null/Empty: null:4,899,632 +Numeric values: 22,658,125 total +Numeric range: min:0, max:7, avg:4.4 +Numeric std dev: 2.8 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 13,839,306 (61.1%) + 0: 6,199,672 (27.4%) + 7: 2,456,676 (10.8%) + 3: 162,013 (0.7%) + 1: 420 (0.0%) + 5: 38 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 19,165,068/27,557,757 (69.5%) +Types: list:19,165,068 +Null/Empty: empty_arr:17,602,342 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 19,165,068/27,557,757 (69.5%) +Types: str:19,165,068 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 17,602,342 (91.8%) + 'richtext': 1,562,726 (8.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 19,165,068/27,557,757 (69.5%) +Types: str:19,165,068 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_15wdd2': 47 (0.0%) + 't2_5ocieiz6': 19 (0.0%) + 't2_5ojavs06': 15 (0.0%) + 't2_3xj32okm': 14 (0.0%) + 't2_bcevk': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 19,165,068/27,557,757 (69.5%) +Types: bool:19,165,068 +Booleans: true:0 (0.0%), false:19,165,068 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 19,165,068/27,557,757 (69.5%) +Types: bool:19,165,068 +Booleans: true:527,262 (2.8%), false:18,637,806 (97.2%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 17,055,367/27,557,757 (61.9%) +Types: str:17,055,367 +String length avg: 48.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/fatalsphericalbushbaby': 12 (0.0%) + 'https://www.redgifs.com/watch/warmhealthychrysalis': 4 (0.0%) + 'http://tmz.com/2020/05/31/j-r-smith-attack-fight-v...': 4 (0.0%) + 'https://youtu.be/6bsdm0n-EhI': 3 (0.0%) + 'https://i.imgur.com/i0hh03D.jpg': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 9,710,977/27,557,757 (35.2%) +Types: str:9,710,977 +String length avg: 5.6 +Unique strings tracked: 6 +String values distribution: + 'image': 5,485,396 (56.5%) + 'link': 2,145,761 (22.1%) + 'rich:video': 1,001,331 (10.3%) + 'self': 615,584 (6.3%) + 'hosted:video': 462,855 (4.8%) + 'video': 50 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 9,710,977/27,557,757 (35.2%) +Types: dict:9,710,977 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 7,710,885/27,557,757 (28.0%) +Types: str:7,710,885 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '5aa299a6-69f9-11ea-bac6-0e1fa7463919': 17 (0.0%) + 'c586b3f8-a829-11e8-a989-0e2de87d12c0': 14 (0.0%) + '28e016b2-8ebe-11e9-85f8-0e65c90e2f8e': 13 (0.0%) + '9f977b78-a829-11e8-b33f-0ee05f7ae348': 11 (0.0%) + '99ed55d6-a2cc-11ea-8e0a-0eed20747199': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,205,006/27,557,757 (4.4%) +Types: str:1,205,006 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_guag3p': 20 (0.0%) + 't3_gua8m3': 17 (0.0%) + 't3_guahm0': 16 (0.0%) + 't3_guaikl': 15 (0.0%) + 't3_gua5bm': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,205,006/27,557,757 (4.4%) +Types: list:1,205,006 +Null/Empty: empty_arr:106,493 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 305,491/27,557,757 (1.1%) +Types: bool:305,491 +Booleans: true:305,491 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 300,718/27,557,757 (1.1%) +Types: dict:191,919, NoneType:108,799 +Null/Empty: null:108,799 + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 147,019/27,557,757 (0.5%) +Types: dict:90,840, NoneType:56,179 +Null/Empty: null:56,179 + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 49,230/27,557,757 (0.2%) +Types: dict:49,230 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 20,311/27,557,757 (0.1%) +Types: NoneType:20,311 +Null/Empty: null:20,311 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 20,311/27,557,757 (0.1%) +Types: NoneType:20,311 +Null/Empty: null:20,311 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 20,311/27,557,757 (0.1%) +Types: str:19,925, NoneType:386 +Null/Empty: null:386 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_689tz5a3': 145 (0.7%) + 't2_oobfrvd': 123 (0.6%) + 't2_4sm76izs': 115 (0.6%) + 't2_4w8vik2z': 74 (0.4%) + 't2_2mqfijkq': 65 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 20,311/27,557,757 (0.1%) +Types: str:15,779, NoneType:4,532 +Null/Empty: null:4,532, empty_str:2 +String length avg: 19.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'apps.apple.com': 109 (0.7%) + 'play.google.com': 108 (0.7%) + 'Shudder.com': 87 (0.6%) + 'epicgames.com/store': 85 (0.5%) + 'bigapplebuddy.com': 75 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 20,311/27,557,757 (0.1%) +Types: NoneType:20,309, str:2 +Null/Empty: null:20,309 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 20,311/27,557,757 (0.1%) +Types: NoneType:20,309, str:2 +Null/Empty: null:20,309 +String length avg: 54.0 +Unique strings tracked: 2 +String values distribution: + 'https://www.youtube.com/watch?v=FFW6d2bwTdA&fe...': 1 (50.0%) + 'https://www.youtube.com/watch?v=RYD66OYbPV0': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 20,311/27,557,757 (0.1%) +Types: list:20,311 +Null/Empty: empty_arr:20,311 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 20,311/27,557,757 (0.1%) +Types: list:20,311 +Null/Empty: empty_arr:20,311 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 20,311/27,557,757 (0.1%) +Types: str:20,311 +String length avg: 115.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://play.google.com/store/apps/details?id=com....': 41 (0.2%) + 'https://apps.apple.com/us/app/state-of-survival/id...': 41 (0.2%) + 'https://www.gamesround.com/for-developers': 23 (0.1%) + 'https://www.dermatica.co.uk/': 21 (0.1%) + 'https://www.kandid-li.com': 19 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 20,311/27,557,757 (0.1%) +Types: NoneType:20,311 +Null/Empty: null:20,311 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 20,311/27,557,757 (0.1%) +Types: NoneType:20,311 +Null/Empty: null:20,311 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 20,311/27,557,757 (0.1%) +Types: bool:20,311 +Booleans: true:0 (0.0%), false:20,311 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 20,311/27,557,757 (0.1%) +Types: str:20,311 +Null/Empty: empty_str:5,726 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/AfAYzuUKfPhP...': 19 (0.1%) + 'https://reddit-image.s3.amazonaws.com/l5wcsrltF-cP...': 15 (0.1%) + 'https://reddit-image.s3.amazonaws.com/wtHeoKcHjF6g...': 10 (0.1%) + 'https://reddit-image.s3.amazonaws.com/ZOGx35rEQSf_...': 10 (0.1%) + 'https://reddit-image.s3.amazonaws.com/YriS3gAPLJMU...': 9 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 20,311/27,557,757 (0.1%) +Types: NoneType:20,311 +Null/Empty: null:20,311 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 20,311/27,557,757 (0.1%) +Types: dict:20,311 +Null/Empty: empty_obj:20,310 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 20,311/27,557,757 (0.1%) +Types: NoneType:20,311 +Null/Empty: null:20,311 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 20,311/27,557,757 (0.1%) +Types: bool:20,311 +Booleans: true:20,310 (100.0%), false:1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 20,311/27,557,757 (0.1%) +Types: NoneType:20,311 +Null/Empty: null:20,311 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 20,311/27,557,757 (0.1%) +Types: NoneType:20,311 +Null/Empty: null:20,311 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 20,311/27,557,757 (0.1%) +Types: NoneType:20,311 +Null/Empty: null:20,311 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 20,311/27,557,757 (0.1%) +Types: bool:20,311 +Booleans: true:20,311 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 20,311/27,557,757 (0.1%) +Types: NoneType:20,311 +Null/Empty: null:20,311 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 20,311/27,557,757 (0.1%) +Types: list:20,311 +Null/Empty: empty_arr:20,311 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 20,311/27,557,757 (0.1%) +Types: NoneType:20,311 +Null/Empty: null:20,311 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 20,311/27,557,757 (0.1%) +Types: NoneType:20,311 +Null/Empty: null:20,311 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 18,592/27,557,757 (0.1%) +Types: str:18,592 +Null/Empty: empty_str:4 +String length avg: 8.8 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 7,280 (39.2%) + 'Shop Now': 3,624 (19.5%) + 'Sign Up': 1,889 (10.2%) + 'Download': 1,862 (10.0%) + 'Play Now': 1,080 (5.8%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 5,352/27,557,757 (0.0%) +Types: list:5,352 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,787/27,557,757 (0.0%) +Types: float:1,787 +Numeric values: 1,787 total +Numeric range: min:1,590,616,800.0, max:3,791,278,800.0, avg:1593766564.9 +Numeric std dev: 52026461.7 +Unique numbers tracked: 977 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,787/27,557,757 (0.0%) +Types: bool:1,787 +Booleans: true:1 (0.1%), false:1,786 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,787/27,557,757 (0.0%) +Types: float:1,787 +Numeric values: 1,787 total +Numeric range: min:1,590,602,400.0, max:3,791,264,400.0, avg:1593690773.1 +Numeric std dev: 52022570.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 1/27,557,757 (0.0%) +Types: dict:1 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 1/27,557,757 (0.0%) +Types: bool:1 +Booleans: true:1 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2020-07.jsonl +Analysis Time: 2026-01-15 14:45:35 +================================================================================ +Total lines: 28,436,736 +Processed lines: 28,436,736 +Total unique fields: 124 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 28,436,736/28,436,736 (100.0%) +Types: list:28,436,736 +Null/Empty: empty_arr:28,205,068 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 28,436,736/28,436,736 (100.0%) +Types: bool:28,436,736 +Booleans: true:1,333,537 (4.7%), false:27,103,199 (95.3%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 28,436,736/28,436,736 (100.0%) +Types: bool:28,436,736 +Booleans: true:28,416,977 (99.9%), false:19,759 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 28,436,736/28,436,736 (100.0%) +Types: str:28,436,736 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 511 (0.0%) + 'sharewithme': 15 (0.0%) + 'Natypalomeque': 14 (0.0%) + 'walthermarin': 11 (0.0%) + 'therealfatumbot': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 28,436,736/28,436,736 (100.0%) +Types: int:19,590,644, NoneType:8,846,092 +Null/Empty: null:8,846,092 +Numeric values: 19,590,644 total +Numeric range: min:1,120,363,200, max:1,596,239,864, avg:1535283626.4 +Numeric std dev: 71757439.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 28,436,736/28,436,736 (100.0%) +Types: NoneType:17,660,686, str:10,776,050 +Null/Empty: null:17,660,686, empty_str:9,416,513 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 6,658 (0.5%) + '#dadada': 1,780 (0.1%) + '#edeff1': 1,474 (0.1%) + '#ea0027': 569 (0.0%) + '#00a6a5': 558 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 28,436,736/28,436,736 (100.0%) +Types: NoneType:27,025,797, str:1,410,939 +Null/Empty: null:27,025,797, empty_str:146,694 +String length avg: 7.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'White': 142 (0.0%) + 'default': 55 (0.0%) + 'ver': 30 (0.0%) + 'xbox': 24 (0.0%) + 'green ': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 28,436,736/28,436,736 (100.0%) +Types: NoneType:26,383,407, str:2,053,329 +Null/Empty: null:26,383,407 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'e4dc4e14-69f9-11ea-abe8-0eb5501e2a6b': 28 (0.0%) + '7719d9e2-959a-11ea-a4af-0e96554cdd9d': 18 (0.0%) + '15d8188e-8360-11ea-bb11-0ed481c86875': 15 (0.0%) + '1fc421b6-2777-11ea-b940-0e400e97e35f': 13 (0.0%) + '0f2fd410-6c3a-11e9-a36b-0ed1165e76d4': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 28,436,736/28,436,736 (100.0%) +Types: NoneType:25,765,954, str:2,670,782 +Null/Empty: null:25,765,954, empty_str:217,824 +String length avg: 17.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 16 (0.0%) + '​': 13 (0.0%) + 'Sextillionaire': 10 (0.0%) + '🍌 Bananoir': 9 (0.0%) + 'verified': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 28,436,736/28,436,736 (100.0%) +Types: NoneType:16,966,948, str:11,469,788 +Null/Empty: null:16,966,948, empty_str:75,059 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 10,961,417 (96.2%) + 'light': 433,312 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 28,436,736/28,436,736 (100.0%) +Types: bool:28,436,736 +Booleans: true:19,665,953 (69.2%), false:8,770,783 (30.8%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 28,436,736/28,436,736 (100.0%) +Types: NoneType:28,435,767, str:969 +Null/Empty: null:28,435,767, empty_str:44 +String length avg: 14.6 +Unique strings tracked: 11 +Top 5 string values: + 'drawing_and_painting': 467 (50.5%) + 'photography': 128 (13.8%) + 'gaming': 110 (11.9%) + 'animals': 79 (8.5%) + 'entertainment': 73 (7.9%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 28,436,736/28,436,736 (100.0%) +Types: NoneType:28,105,237, list:331,499 +Null/Empty: null:28,105,237 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 28,436,736/28,436,736 (100.0%) +Types: bool:28,436,736 +Booleans: true:12,564 (0.0%), false:28,424,172 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 28,436,736/28,436,736 (100.0%) +Types: int:28,436,736 +Numeric values: 28,436,736 total +Numeric range: min:1,593,561,600, max:1,596,239,999, avg:1594907829.4 +Numeric std dev: 772970.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 28,436,736/28,436,736 (100.0%) +Types: NoneType:28,308,336, str:128,400 +Null/Empty: null:28,308,336 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 128,400 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 28,436,736/28,436,736 (100.0%) +Types: NoneType:28,371,785, str:64,951 +Null/Empty: null:28,371,785 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 64,906 (99.9%) + 'admin': 45 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 28,436,736/28,436,736 (100.0%) +Types: str:28,436,736 +Null/Empty: empty_str:1 +String length avg: 12.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 1,148 (0.0%) + 'v.redd.it': 111 (0.0%) + 'i.imgur.com': 102 (0.0%) + 'youtu.be': 84 (0.0%) + 'youtube.com': 68 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 28,436,736/28,436,736 (100.0%) +Types: bool:27,679,085, float:757,651 +Booleans: true:0 (0.0%), false:27,679,085 (100.0%) +Numeric values: 757,651 total +Numeric range: min:1,593,561,845.0, max:1,623,620,856.0, avg:1595245724.0 +Numeric std dev: 2122708.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 28,436,736/28,436,736 (100.0%) +Types: int:28,436,736 +Numeric values: 28,436,736 total +Numeric range: min:0, max:146, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 33 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 28,436,736/28,436,736 (100.0%) +Types: dict:28,436,736 +Null/Empty: empty_obj:28,347,736 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 28,436,736/28,436,736 (100.0%) +Types: bool:28,436,736 +Booleans: true:0 (0.0%), false:28,436,736 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 28,436,736/28,436,736 (100.0%) +Types: bool:28,436,736 +Booleans: true:9,065 (0.0%), false:28,427,671 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 28,436,736/28,436,736 (100.0%) +Types: str:28,436,736 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hado2n': 1 (0.0%) + 'hawv30': 1 (0.0%) + 'hax845': 1 (0.0%) + 'hax8ob': 1 (0.0%) + 'hbktn1': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 28,436,736/28,436,736 (100.0%) +Types: bool:28,436,736 +Booleans: true:19,759 (0.1%), false:28,416,977 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 28,436,736/28,436,736 (100.0%) +Types: bool:28,436,736 +Booleans: true:15,772,819 (55.5%), false:12,663,917 (44.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 28,436,736/28,436,736 (100.0%) +Types: bool:28,436,736 +Booleans: true:12 (0.0%), false:28,436,724 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 28,436,736/28,436,736 (100.0%) +Types: bool:28,436,736 +Booleans: true:159,692 (0.6%), false:28,277,044 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 28,436,736/28,436,736 (100.0%) +Types: bool:28,436,736 +Booleans: true:11,009,542 (38.7%), false:17,427,194 (61.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 28,436,736/28,436,736 (100.0%) +Types: bool:28,436,736 +Booleans: true:15,806,901 (55.6%), false:12,629,835 (44.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 28,436,736/28,436,736 (100.0%) +Types: bool:28,436,736 +Booleans: true:10,388,816 (36.5%), false:18,047,920 (63.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 28,436,736/28,436,736 (100.0%) +Types: bool:28,436,736 +Booleans: true:885,215 (3.1%), false:27,551,521 (96.9%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 28,436,736/28,436,736 (100.0%) +Types: str:28,436,736 +Null/Empty: empty_str:22,707,581 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 509 (0.0%) + '#ea0027': 439 (0.0%) + '#46d160': 396 (0.0%) + '#0079d3': 308 (0.0%) + '#373c3f': 272 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 28,436,736/28,436,736 (100.0%) +Types: NoneType:19,246,388, str:9,190,348 +Null/Empty: null:19,246,388, empty_str:3,853,221 +String length avg: 6.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 126 (0.0%) + 'question': 111 (0.0%) + 'newuser': 59 (0.0%) + 'meme': 54 (0.0%) + 'help': 50 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 28,436,736/28,436,736 (100.0%) +Types: list:28,436,736 +Null/Empty: empty_arr:23,101,369 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 28,436,736/28,436,736 (100.0%) +Types: NoneType:18,884,077, str:9,552,659 +Null/Empty: null:18,884,077, empty_str:2,359 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 90 (0.0%) + 'Question': 85 (0.0%) + 'Meme': 45 (0.0%) + 'Image': 36 (0.0%) + 'New Horizons': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 28,436,736/28,436,736 (100.0%) +Types: str:28,436,736 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 24,974,689 (87.8%) + 'light': 3,462,047 (12.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 28,436,736/28,436,736 (100.0%) +Types: str:28,436,736 +String length avg: 4.8 +Unique strings tracked: 2 +String values distribution: + 'text': 23,101,369 (81.2%) + 'richtext': 5,335,367 (18.8%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 28,436,736/28,436,736 (100.0%) +Types: bool:28,436,736 +Booleans: true:688,858 (2.4%), false:27,747,878 (97.6%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 28,436,736/28,436,736 (100.0%) +Types: NoneType:25,206,552, dict:3,230,184 +Null/Empty: null:25,206,552 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 28,436,736/28,436,736 (100.0%) +Types: dict:28,436,736 +Null/Empty: empty_obj:26,089,676 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 28,436,736/28,436,736 (100.0%) +Types: bool:28,436,736 +Booleans: true:187 (0.0%), false:28,436,549 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 28,436,736/28,436,736 (100.0%) +Types: str:28,436,736 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_hado2n': 1 (0.0%) + 't3_hawv30': 1 (0.0%) + 't3_hax845': 1 (0.0%) + 't3_hax8ob': 1 (0.0%) + 't3_hbktn1': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 28,436,736/28,436,736 (100.0%) +Types: bool:28,436,736 +Booleans: true:13,172,779 (46.3%), false:15,263,957 (53.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 28,436,736/28,436,736 (100.0%) +Types: int:28,436,736 +Numeric values: 28,436,736 total +Numeric range: min:0, max:99,998, avg:6.4 +Numeric std dev: 80.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 28,436,736/28,436,736 (100.0%) +Types: int:28,436,736 +Numeric values: 28,436,736 total +Numeric range: min:0, max:727, avg:0.0 +Numeric std dev: 0.6 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 28,436,736/28,436,736 (100.0%) +Types: bool:28,436,736 +Booleans: true:5,783,073 (20.3%), false:22,653,663 (79.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 28,436,736/28,436,736 (100.0%) +Types: str:23,599,042, NoneType:4,837,694 +Null/Empty: null:4,837,694 +String length avg: 6.8 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 14,329,047 (60.7%) + 'no_ads': 6,731,455 (28.5%) + 'some_ads': 2,496,716 (10.6%) + 'promo_adult_nsfw': 41,295 (0.2%) + 'house_only': 492 (0.0%) + 'promo_all': 37 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 28,436,736/28,436,736 (100.0%) +Types: str:28,436,736 +String length avg: 65.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/muslimculture/comments/hado2n/dome_of_the_aledd...': 1 (0.0%) + '/r/shuttle4buslife/comments/hawv30/natures_head_vs...': 1 (0.0%) + '/r/shuttle4buslife/comments/hax845/solo_female_van...': 1 (0.0%) + '/r/shuttle4buslife/comments/hax8ob/choosing_your_d...': 1 (0.0%) + '/r/Jeanne_D_Arc/comments/hbktn1/daily_jeanne_dose_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 28,436,736/28,436,736 (100.0%) +Types: bool:28,436,736 +Booleans: true:0 (0.0%), false:28,436,736 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 28,436,736/28,436,736 (100.0%) +Types: int:23,599,042, NoneType:4,837,694 +Null/Empty: null:4,837,694 +Numeric values: 23,599,042 total +Numeric range: min:0, max:7, avg:4.4 +Numeric std dev: 2.8 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 14,329,047 (60.7%) + 0: 6,731,455 (28.5%) + 7: 2,496,716 (10.6%) + 3: 41,295 (0.2%) + 1: 492 (0.0%) + 5: 37 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 28,436,736/28,436,736 (100.0%) +Types: bool:28,436,736 +Booleans: true:0 (0.0%), false:28,436,736 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 28,436,736/28,436,736 (100.0%) +Types: NoneType:15,798,948, str:12,637,788 +Null/Empty: null:15,798,948 +String length avg: 7.5 +Unique strings tracked: 9 +String values distribution: + 'deleted': 7,891,317 (62.4%) + 'moderator': 3,229,678 (25.6%) + 'reddit': 1,394,006 (11.0%) + 'automod_filtered': 82,093 (0.6%) + 'author': 26,267 (0.2%) + 'copyright_takedown': 13,132 (0.1%) + 'anti_evil_ops': 737 (0.0%) + 'content_takedown': 403 (0.0%) + 'community_ops': 155 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 28,436,736/28,436,736 (100.0%) +Types: int:28,436,736 +Numeric values: 28,436,736 total +Numeric range: min:1,622,820,864, max:1,623,663,606, avg:1622903976.4 +Numeric std dev: 13486.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 28,436,736/28,436,736 (100.0%) +Types: int:28,436,736 +Numeric values: 28,436,736 total +Numeric range: min:0, max:264,858, avg:89.7 +Numeric std dev: 1311.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 28,436,736/28,436,736 (100.0%) +Types: NoneType:25,206,552, dict:3,230,184 +Null/Empty: null:25,206,552 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 28,436,736/28,436,736 (100.0%) +Types: dict:28,436,736 +Null/Empty: empty_obj:26,089,676 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 28,436,736/28,436,736 (100.0%) +Types: str:28,436,736 +Null/Empty: empty_str:14,009,201 +String length avg: 236.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,306 (0.0%) + '[removed]': 403 (0.0%) + '[ Removed by reddit in response to a copyright not...': 7 (0.0%) + '**INTRODUCTION** + +Hello everyone and welcome to an...': 3 (0.0%) + ' ***Add me to discuss offers!!*** + +**My Profile**...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 28,436,736/28,436,736 (100.0%) +Types: bool:28,436,736 +Booleans: true:25,867,066 (91.0%), false:2,569,670 (9.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 28,436,736/28,436,736 (100.0%) +Types: bool:28,436,736 +Booleans: true:180,621 (0.6%), false:28,256,115 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 28,436,736/28,436,736 (100.0%) +Types: bool:28,436,736 +Booleans: true:43,328 (0.2%), false:28,393,408 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 28,436,736/28,436,736 (100.0%) +Types: str:28,436,736 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 23 (0.0%) + 'memes': 16 (0.0%) + 'dirtykikpals': 12 (0.0%) + 'Market76': 9 (0.0%) + 'funny': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 28,436,736/28,436,736 (100.0%) +Types: str:28,436,736 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 23 (0.0%) + 't5_2qjpg': 16 (0.0%) + 't5_2wtau': 12 (0.0%) + 't5_n9nn1': 9 (0.0%) + 't5_2qh33': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 28,436,736/28,436,736 (100.0%) +Types: int:28,436,736 +Numeric values: 28,436,736 total +Numeric range: min:0, max:102,936,397, avg:2068996.0 +Numeric std dev: 6293408.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 28,436,736/28,436,736 (100.0%) +Types: str:28,436,736 +String length avg: 6.1 +Unique strings tracked: 3 +String values distribution: + 'public': 25,215,783 (88.7%) + 'user': 1,705,461 (6.0%) + 'restricted': 1,515,492 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 28,436,736/28,436,736 (100.0%) +Types: NoneType:22,338,025, str:6,098,711 +Null/Empty: null:22,338,025 +String length avg: 4.6 +Unique strings tracked: 8 +String values distribution: + 'qa': 1,721,133 (28.2%) + 'confidence': 1,612,045 (26.4%) + 'new': 1,527,243 (25.0%) + 'top': 1,077,282 (17.7%) + 'old': 134,806 (2.2%) + 'controversial': 19,433 (0.3%) + 'live': 4,587 (0.1%) + 'random': 2,182 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 28,436,736/28,436,736 (100.0%) +Types: str:28,436,736 +String length avg: 25.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,694 (0.0%) + 'self': 754 (0.0%) + 'nsfw': 289 (0.0%) + 'image': 22 (0.0%) + 'spoiler': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 28,436,736/28,436,736 (100.0%) +Types: int:17,624,197, NoneType:10,812,539 +Null/Empty: null:10,812,539 +Numeric values: 17,624,197 total +Numeric range: min:0, max:140, avg:115.6 +Numeric std dev: 27.8 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 28,436,736/28,436,736 (100.0%) +Types: int:17,624,197, NoneType:10,812,539 +Null/Empty: null:10,812,539 +Numeric values: 17,624,197 total +Numeric range: min:0, max:140, avg:139.7 +Numeric std dev: 4.6 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 28,436,736/28,436,736 (100.0%) +Types: str:28,436,736 +Null/Empty: empty_str:1 +String length avg: 54.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'THE best mil-sim (military simulator) ever made is...': 6 (0.0%) + 'Time Has Past - Episode 30 - Live! (7pm CST/8pm ES...': 4 (0.0%) + 'Teen girl puts lipstick on my dick so i put huge l...': 4 (0.0%) + 'Тим vs Самди | НФР Зимний Бросок (Tim vs Samdi IWF...': 3 (0.0%) + 'MAZK OFF': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 28,436,736/28,436,736 (100.0%) +Types: NoneType:28,436,235, str:501 +Null/Empty: null:28,436,235 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 28,436,736/28,436,736 (100.0%) +Types: int:28,436,736 +Numeric values: 28,436,736 total +Numeric range: min:0, max:649, avg:0.0 +Numeric std dev: 0.5 +Unique numbers tracked: 146 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 28,436,736/28,436,736 (100.0%) +Types: list:28,436,736 +Null/Empty: empty_arr:28,436,623 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 28,436,736/28,436,736 (100.0%) +Types: float:28,436,736 +Numeric values: 28,436,736 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 28,436,736/28,436,736 (100.0%) +Types: str:28,436,736 +String length avg: 62.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://youtu.be/IRc5Uozm2U4': 6 (0.0%) + 'http://twitch.tv/wafflesmaplesyrup': 4 (0.0%) + 'https://pt.pornhub.com/view_video.php?viewkey=ph5e...': 4 (0.0%) + 'https://youtu.be/c4u8EfCkOoM': 3 (0.0%) + 'https://youtu.be/T4Zyn2PCK4k': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 28,436,736/28,436,736 (100.0%) +Types: str:23,599,042, NoneType:4,837,694 +Null/Empty: null:4,837,694 +String length avg: 6.9 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 14,242,097 (60.4%) + 'no_ads': 6,731,455 (28.5%) + 'some_ads': 2,456,549 (10.4%) + 'promo_adult_nsfw': 168,412 (0.7%) + 'house_only': 492 (0.0%) + 'promo_all': 37 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 28,436,736/28,436,736 (100.0%) +Types: int:23,599,042, NoneType:4,837,694 +Null/Empty: null:4,837,694 +Numeric values: 23,599,042 total +Numeric range: min:0, max:7, avg:4.4 +Numeric std dev: 2.8 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 14,242,097 (60.4%) + 0: 6,731,455 (28.5%) + 7: 2,456,549 (10.4%) + 3: 168,412 (0.7%) + 1: 492 (0.0%) + 5: 37 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 19,665,953/28,436,736 (69.2%) +Types: list:19,665,953 +Null/Empty: empty_arr:18,058,566 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 19,665,953/28,436,736 (69.2%) +Types: str:19,665,953 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 18,058,566 (91.8%) + 'richtext': 1,607,387 (8.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 19,665,953/28,436,736 (69.2%) +Types: str:19,665,953 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_bcevk': 15 (0.0%) + 't2_6kw3o1rx': 14 (0.0%) + 't2_6kkxmlhu': 11 (0.0%) + 't2_4vuj6ugv': 9 (0.0%) + 't2_6l4z3': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 19,665,953/28,436,736 (69.2%) +Types: bool:19,665,953 +Booleans: true:0 (0.0%), false:19,665,953 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 19,665,953/28,436,736 (69.2%) +Types: bool:19,665,953 +Booleans: true:572,669 (2.9%), false:19,093,284 (97.1%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 18,047,920/28,436,736 (63.5%) +Types: str:18,047,920 +String length avg: 47.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://pt.pornhub.com/view_video.php?viewkey=ph5e...': 7 (0.0%) + 'https://youtu.be/IRc5Uozm2U4': 6 (0.0%) + 'https://www.mwfreebies.com/2019/01/10/free-oral-hy...': 5 (0.0%) + 'http://twitch.tv/wafflesmaplesyrup': 4 (0.0%) + 'https://youtu.be/cDQ7T5FeYWA': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 10,103,519/28,436,736 (35.5%) +Types: str:10,103,519 +String length avg: 5.6 +Unique strings tracked: 6 +String values distribution: + 'image': 5,770,489 (57.1%) + 'link': 2,168,550 (21.5%) + 'rich:video': 1,042,878 (10.3%) + 'self': 639,602 (6.3%) + 'hosted:video': 481,946 (4.8%) + 'video': 54 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 10,103,519/28,436,736 (35.5%) +Types: dict:10,103,519 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 8,153,826/28,436,736 (28.7%) +Types: str:8,153,826 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '68e40d50-6435-11e2-97c8-12313b0c247a': 14 (0.0%) + '29bc7b72-bb2a-11ea-b91f-0e4c5f9a2e91': 13 (0.0%) + 'c586b3f8-a829-11e8-a989-0e2de87d12c0': 9 (0.0%) + '1af19924-7f89-11ea-9321-0ec22bfbb499': 9 (0.0%) + '5aa299a6-69f9-11ea-bac6-0e1fa7463919': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,327,376/28,436,736 (4.7%) +Types: str:1,327,376 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_hes9lu': 77 (0.0%) + 't3_hizeeo': 17 (0.0%) + 't3_hizvqj': 11 (0.0%) + 't3_hizgcw': 7 (0.0%) + 't3_hizhrb': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,327,376/28,436,736 (4.7%) +Types: list:1,327,376 +Null/Empty: empty_arr:161,168 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 580,802/28,436,736 (2.0%) +Types: dict:340,444, NoneType:240,358 +Null/Empty: null:240,358 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 265,921/28,436,736 (0.9%) +Types: dict:139,845, NoneType:126,076 +Null/Empty: null:126,076 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 265,921/28,436,736 (0.9%) +Types: bool:265,921 +Booleans: true:265,921 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 157,428/28,436,736 (0.6%) +Types: dict:98,589, NoneType:58,839 +Null/Empty: null:58,839 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 113,564/28,436,736 (0.4%) +Types: bool:113,564 +Booleans: true:113,564 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 47,568/28,436,736 (0.2%) +Types: dict:47,568 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 19,759/28,436,736 (0.1%) +Types: NoneType:19,759 +Null/Empty: null:19,759 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 19,759/28,436,736 (0.1%) +Types: NoneType:19,759 +Null/Empty: null:19,759 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 19,759/28,436,736 (0.1%) +Types: str:19,567, NoneType:192 +Null/Empty: null:192 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6etmr3rj': 92 (0.5%) + 't2_26tqy8l1': 69 (0.4%) + 't2_1v5ds28u': 65 (0.3%) + 't2_47ntv7nb': 62 (0.3%) + 't2_4336876v': 55 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 19,759/28,436,736 (0.1%) +Types: str:16,339, NoneType:3,420 +Null/Empty: null:3,420, empty_str:7 +String length avg: 23.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'squarespace.com': 118 (0.7%) + 'Postmates.com': 105 (0.6%) + 'nintendo.com': 91 (0.6%) + 'play.google.com': 69 (0.4%) + 'miniusa.com': 62 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 19,759/28,436,736 (0.1%) +Types: NoneType:19,728, str:31 +Null/Empty: null:19,728 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'iframe': 17 (54.8%) + 'scrape': 14 (45.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 19,759/28,436,736 (0.1%) +Types: NoneType:19,728, str:31 +Null/Empty: null:19,728 +String length avg: 47.1 +Unique strings tracked: 12 +Top 5 string values: + 'https://d1vny7gaommzmq.cloudfront.net/': 12 (38.7%) + 'https://www.youtube.com/watch?v=B3FEXKoZbq8&fe...': 6 (19.4%) + 'https://d1vny7gaommzmq.cloudfront.net': 2 (6.5%) + 'https://www.youtube.com/watch?v=B3FEXKoZbq8': 2 (6.5%) + 'https://www.youtube.com/watch?time_continue=1&...': 2 (6.5%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 19,759/28,436,736 (0.1%) +Types: list:19,759 +Null/Empty: empty_arr:19,759 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 19,759/28,436,736 (0.1%) +Types: list:19,759 +Null/Empty: empty_arr:19,759 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 19,759/28,436,736 (0.1%) +Types: str:19,759 +String length avg: 118.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://get.dyinglight.com/c/eejadm?campaign={{CAM...': 48 (0.2%) + 'https://bs.serving-sys.com/Serving/adServer.bs?cn=...': 25 (0.1%) + 'https://bs.serving-sys.com/Serving/adServer.bs?cn=...': 23 (0.1%) + 'https://www.reddit.com': 17 (0.1%) + 'https://rover.ebay.com/rover/1/711-159250-361422-4...': 17 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 19,759/28,436,736 (0.1%) +Types: NoneType:19,759 +Null/Empty: null:19,759 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 19,759/28,436,736 (0.1%) +Types: NoneType:19,759 +Null/Empty: null:19,759 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 19,759/28,436,736 (0.1%) +Types: bool:19,759 +Booleans: true:0 (0.0%), false:19,759 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 19,759/28,436,736 (0.1%) +Types: str:19,759 +Null/Empty: empty_str:6,484 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/wZGKuFeBjK_U...': 11 (0.1%) + 'https://reddit-image.s3.amazonaws.com/PDTiNNdMbAc4...': 9 (0.1%) + 'https://reddit-image.s3.amazonaws.com/FW02918PTIAB...': 8 (0.1%) + 'https://reddit-image.s3.amazonaws.com/fBtml1_gvpUM...': 8 (0.1%) + 'https://reddit-image.s3.amazonaws.com/Wq4dczVsbIp7...': 8 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 19,759/28,436,736 (0.1%) +Types: NoneType:19,759 +Null/Empty: null:19,759 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 19,759/28,436,736 (0.1%) +Types: dict:19,759 +Null/Empty: empty_obj:19,759 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 19,759/28,436,736 (0.1%) +Types: NoneType:19,759 +Null/Empty: null:19,759 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 19,759/28,436,736 (0.1%) +Types: bool:19,759 +Booleans: true:19,759 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 19,759/28,436,736 (0.1%) +Types: NoneType:19,759 +Null/Empty: null:19,759 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 19,759/28,436,736 (0.1%) +Types: NoneType:19,759 +Null/Empty: null:19,759 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 19,759/28,436,736 (0.1%) +Types: NoneType:19,759 +Null/Empty: null:19,759 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 19,759/28,436,736 (0.1%) +Types: bool:19,759 +Booleans: true:19,759 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 19,759/28,436,736 (0.1%) +Types: NoneType:19,759 +Null/Empty: null:19,759 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 19,759/28,436,736 (0.1%) +Types: list:19,759 +Null/Empty: empty_arr:19,759 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 19,759/28,436,736 (0.1%) +Types: NoneType:19,759 +Null/Empty: null:19,759 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 19,759/28,436,736 (0.1%) +Types: NoneType:19,759 +Null/Empty: null:19,759 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 17,783/28,436,736 (0.1%) +Types: str:17,783 +Null/Empty: empty_str:5 +String length avg: 8.8 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 7,232 (40.7%) + 'Shop Now': 3,259 (18.3%) + 'Sign Up': 2,030 (11.4%) + 'Download': 1,680 (9.4%) + 'Install': 943 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 5,272/28,436,736 (0.0%) +Types: list:5,272 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,856/28,436,736 (0.0%) +Types: float:1,856 +Numeric values: 1,856 total +Numeric range: min:1,593,579,540.0, max:253,402,217,940.0, avg:1731373048.3 +Numeric std dev: 5843348856.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,856/28,436,736 (0.0%) +Types: bool:1,856 +Booleans: true:1 (0.1%), false:1,855 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,856/28,436,736 (0.0%) +Types: float:1,856 +Numeric values: 1,856 total +Numeric range: min:1,593,565,140.0, max:253,402,203,540.0, avg:1731285839.4 +Numeric std dev: 5843350494.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +================================================================================ + +================================================================================ +FILE: RS_2020-08.jsonl +Analysis Time: 2026-01-15 15:50:27 +================================================================================ +Total lines: 28,883,496 +Processed lines: 28,883,496 +Total unique fields: 124 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 28,883,496/28,883,496 (100.0%) +Types: list:28,883,496 +Null/Empty: empty_arr:28,357,802 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 28,883,496/28,883,496 (100.0%) +Types: bool:28,883,496 +Booleans: true:1,774,860 (6.1%), false:27,108,636 (93.9%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 28,883,496/28,883,496 (100.0%) +Types: bool:28,883,496 +Booleans: true:28,863,507 (99.9%), false:19,989 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 28,883,496/28,883,496 (100.0%) +Types: str:28,883,496 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 478 (0.0%) + 'VacuousJourney459': 45 (0.0%) + 'leddisplayjean': 20 (0.0%) + 'sharewithme': 15 (0.0%) + 'PlayboyOnReddit': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 28,883,496/28,883,496 (100.0%) +Types: int:20,142,699, NoneType:8,740,797 +Null/Empty: null:8,740,797 +Numeric values: 20,142,699 total +Numeric range: min:1,120,104,000, max:1,598,918,375, avg:1537002008.5 +Numeric std dev: 72278570.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 28,883,496/28,883,496 (100.0%) +Types: NoneType:18,215,753, str:10,667,743 +Null/Empty: null:18,215,753, empty_str:9,303,983 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 6,430 (0.5%) + '#edeff1': 1,502 (0.1%) + '#dadada': 1,496 (0.1%) + '#ea0027': 563 (0.0%) + '#00a6a5': 492 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 28,883,496/28,883,496 (100.0%) +Types: NoneType:27,504,802, str:1,378,694 +Null/Empty: null:27,504,802, empty_str:138,892 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'team-harmony': 95 (0.0%) + 'White': 63 (0.0%) + 'default': 31 (0.0%) + 'ver': 22 (0.0%) + 'green': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 28,883,496/28,883,496 (100.0%) +Types: NoneType:26,847,322, str:2,036,174 +Null/Empty: null:26,847,322 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 45 (0.0%) + '7719d9e2-959a-11ea-a4af-0e96554cdd9d': 19 (0.0%) + 'e4dc4e14-69f9-11ea-abe8-0eb5501e2a6b': 14 (0.0%) + '0fdb4d5e-7cd8-11ea-87d4-0ee18fd49419': 11 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 28,883,496/28,883,496 (100.0%) +Types: NoneType:26,233,228, str:2,650,268 +Null/Empty: null:26,233,228, empty_str:210,465 +String length avg: 17.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'FC: <unknown> Trainer name: <unknown>': 33 (0.0%) + 'Official Bot': 21 (0.0%) + 'Verified': 13 (0.0%) + 'New User': 8 (0.0%) + 'VERIFIED': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 28,883,496/28,883,496 (100.0%) +Types: NoneType:17,543,526, str:11,339,970 +Null/Empty: null:17,543,526, empty_str:71,238 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 10,831,232 (96.1%) + 'light': 437,500 (3.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 28,883,496/28,883,496 (100.0%) +Types: bool:28,883,496 +Booleans: true:20,220,424 (70.0%), false:8,663,072 (30.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 28,883,496/28,883,496 (100.0%) +Types: NoneType:28,882,602, str:894 +Null/Empty: null:28,882,602, empty_str:38 +String length avg: 14.5 +Unique strings tracked: 11 +Top 5 string values: + 'drawing_and_painting': 425 (49.6%) + 'photography': 129 (15.1%) + 'gaming': 98 (11.4%) + 'animals': 81 (9.5%) + 'entertainment': 53 (6.2%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 28,883,496/28,883,496 (100.0%) +Types: NoneType:28,574,718, list:308,778 +Null/Empty: null:28,574,718 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 28,883,496/28,883,496 (100.0%) +Types: bool:28,883,496 +Booleans: true:12,798 (0.0%), false:28,870,698 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 28,883,496/28,883,496 (100.0%) +Types: int:28,883,496 +Numeric values: 28,883,496 total +Numeric range: min:1,596,240,000, max:1,598,918,399, avg:1597588216.9 +Numeric std dev: 768631.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 28,883,496/28,883,496 (100.0%) +Types: NoneType:28,760,522, str:122,974 +Null/Empty: null:28,760,522 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 122,974 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 28,883,496/28,883,496 (100.0%) +Types: NoneType:28,818,988, str:64,508 +Null/Empty: null:28,818,988 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 64,454 (99.9%) + 'admin': 54 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 28,883,496/28,883,496 (100.0%) +Types: str:28,883,496 +Null/Empty: empty_str:80 +String length avg: 12.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 1,035 (0.0%) + 'redgifs.com': 129 (0.0%) + 'v.redd.it': 122 (0.0%) + 'reddit.com': 112 (0.0%) + 'i.imgur.com': 87 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 28,883,496/28,883,496 (100.0%) +Types: bool:28,141,378, float:742,118 +Booleans: true:0 (0.0%), false:28,141,378 (100.0%) +Numeric values: 742,118 total +Numeric range: min:1,596,240,220.0, max:1,623,620,634.0, avg:1597899369.2 +Numeric std dev: 2008253.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 28,883,496/28,883,496 (100.0%) +Types: int:28,883,496 +Numeric values: 28,883,496 total +Numeric range: min:0, max:160, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 37 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 28,883,496/28,883,496 (100.0%) +Types: dict:28,883,496 +Null/Empty: empty_obj:28,793,557 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 28,883,496/28,883,496 (100.0%) +Types: bool:28,883,496 +Booleans: true:0 (0.0%), false:28,883,496 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 28,883,496/28,883,496 (100.0%) +Types: bool:28,883,496 +Booleans: true:9,539 (0.0%), false:28,873,957 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 28,883,496/28,883,496 (100.0%) +Types: str:28,883,496 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hko1q9': 1 (0.0%) + 'hmk95a': 1 (0.0%) + 'hmka7f': 1 (0.0%) + 'hvudgf': 1 (0.0%) + 'hwulbe': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 28,883,496/28,883,496 (100.0%) +Types: bool:28,883,496 +Booleans: true:19,987 (0.1%), false:28,863,509 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 28,883,496/28,883,496 (100.0%) +Types: bool:28,883,496 +Booleans: true:16,211,979 (56.1%), false:12,671,517 (43.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 28,883,496/28,883,496 (100.0%) +Types: bool:28,883,496 +Booleans: true:15 (0.0%), false:28,883,481 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 28,883,496/28,883,496 (100.0%) +Types: bool:28,883,496 +Booleans: true:171,433 (0.6%), false:28,712,063 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 28,883,496/28,883,496 (100.0%) +Types: bool:28,883,496 +Booleans: true:10,477,185 (36.3%), false:18,406,311 (63.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 28,883,496/28,883,496 (100.0%) +Types: bool:28,883,496 +Booleans: true:16,246,402 (56.2%), false:12,637,094 (43.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 28,883,496/28,883,496 (100.0%) +Types: bool:28,883,496 +Booleans: true:10,384,355 (36.0%), false:18,499,141 (64.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 28,883,496/28,883,496 (100.0%) +Types: bool:28,883,496 +Booleans: true:888,138 (3.1%), false:27,995,358 (96.9%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 28,883,496/28,883,496 (100.0%) +Types: str:28,883,496 +Null/Empty: empty_str:22,890,659 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 529 (0.0%) + '#ea0027': 429 (0.0%) + '#0079d3': 310 (0.0%) + '#46d160': 303 (0.0%) + '#ffd635': 263 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 28,883,496/28,883,496 (100.0%) +Types: NoneType:19,593,675, str:9,289,821 +Null/Empty: null:19,593,675, empty_str:4,142,522 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 134 (0.0%) + 'question': 132 (0.0%) + 'help': 55 (0.0%) + 'blue': 48 (0.0%) + 'one': 46 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 28,883,496/28,883,496 (100.0%) +Types: list:28,883,496 +Null/Empty: empty_arr:23,571,291 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 28,883,496/28,883,496 (100.0%) +Types: NoneType:19,203,544, str:9,679,952 +Null/Empty: null:19,203,544, empty_str:940 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Question': 97 (0.0%) + 'Discussion': 86 (0.0%) + 'Other': 32 (0.0%) + 'Meme': 31 (0.0%) + 'Video': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 28,883,496/28,883,496 (100.0%) +Types: str:28,883,496 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 25,380,797 (87.9%) + 'light': 3,502,699 (12.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 28,883,496/28,883,496 (100.0%) +Types: str:28,883,496 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 23,571,291 (81.6%) + 'richtext': 5,312,205 (18.4%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 28,883,496/28,883,496 (100.0%) +Types: bool:28,883,496 +Booleans: true:713,917 (2.5%), false:28,169,579 (97.5%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 28,883,496/28,883,496 (100.0%) +Types: NoneType:25,418,198, dict:3,465,298 +Null/Empty: null:25,418,198 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 28,883,496/28,883,496 (100.0%) +Types: dict:28,883,496 +Null/Empty: empty_obj:26,305,055 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 28,883,496/28,883,496 (100.0%) +Types: bool:28,883,496 +Booleans: true:302 (0.0%), false:28,883,194 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 28,883,496/28,883,496 (100.0%) +Types: str:28,883,496 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_hko1q9': 1 (0.0%) + 't3_hmk95a': 1 (0.0%) + 't3_hmka7f': 1 (0.0%) + 't3_hvudgf': 1 (0.0%) + 't3_hwulbe': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 28,883,496/28,883,496 (100.0%) +Types: bool:28,883,496 +Booleans: true:13,434,730 (46.5%), false:15,448,766 (53.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 28,883,496/28,883,496 (100.0%) +Types: int:28,883,496 +Numeric values: 28,883,496 total +Numeric range: min:0, max:100,001, avg:6.4 +Numeric std dev: 84.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 28,883,496/28,883,496 (100.0%) +Types: int:28,883,496 +Numeric values: 28,883,496 total +Numeric range: min:0, max:652, avg:0.0 +Numeric std dev: 0.7 +Unique numbers tracked: 144 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 28,883,496/28,883,496 (100.0%) +Types: bool:28,883,496 +Booleans: true:6,503,649 (22.5%), false:22,379,847 (77.5%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 28,883,496/28,883,496 (100.0%) +Types: str:23,448,955, NoneType:5,434,541 +Null/Empty: null:5,434,541 +String length avg: 6.8 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 13,944,370 (59.5%) + 'no_ads': 7,004,844 (29.9%) + 'some_ads': 2,451,733 (10.5%) + 'promo_adult_nsfw': 47,469 (0.2%) + 'house_only': 486 (0.0%) + 'promo_all': 53 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 28,883,496/28,883,496 (100.0%) +Types: str:28,883,496 +String length avg: 65.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/shuttle4buslife/comments/hko1q9/split_charge_re...': 1 (0.0%) + '/r/TheOwlHouse/comments/hmk95a/discussion_thread_s...': 1 (0.0%) + '/r/TheOwlHouse/comments/hmka7f/discussion_thread_s...': 1 (0.0%) + '/r/MrRipper/comments/hvudgf/how_did_the_gods_get_i...': 1 (0.0%) + '/r/shuttle4buslife/comments/hwulbe/rv_eternabond_i...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 28,883,496/28,883,496 (100.0%) +Types: bool:28,883,496 +Booleans: true:0 (0.0%), false:28,883,496 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 28,883,496/28,883,496 (100.0%) +Types: int:23,448,955, NoneType:5,434,541 +Null/Empty: null:5,434,541 +Numeric values: 23,448,955 total +Numeric range: min:0, max:7, avg:4.3 +Numeric std dev: 2.8 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 13,944,370 (59.5%) + 0: 7,004,844 (29.9%) + 7: 2,451,733 (10.5%) + 3: 47,469 (0.2%) + 1: 486 (0.0%) + 5: 53 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 28,883,496/28,883,496 (100.0%) +Types: bool:28,883,496 +Booleans: true:0 (0.0%), false:28,883,496 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 28,883,496/28,883,496 (100.0%) +Types: NoneType:16,239,195, str:12,644,301 +Null/Empty: null:16,239,195 +String length avg: 7.5 +Unique strings tracked: 9 +String values distribution: + 'deleted': 7,809,728 (61.8%) + 'moderator': 3,233,748 (25.6%) + 'reddit': 1,479,557 (11.7%) + 'automod_filtered': 83,374 (0.7%) + 'author': 23,906 (0.2%) + 'copyright_takedown': 12,910 (0.1%) + 'anti_evil_ops': 559 (0.0%) + 'content_takedown': 366 (0.0%) + 'community_ops': 153 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 28,883,496/28,883,496 (100.0%) +Types: int:28,883,496 +Numeric values: 28,883,496 total +Numeric range: min:1,622,834,193, max:1,623,700,960, avg:1622942309.2 +Numeric std dev: 15908.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 28,883,496/28,883,496 (100.0%) +Types: int:28,883,496 +Numeric values: 28,883,496 total +Numeric range: min:0, max:271,682, avg:89.2 +Numeric std dev: 1318.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 28,883,496/28,883,496 (100.0%) +Types: NoneType:25,418,198, dict:3,465,298 +Null/Empty: null:25,418,198 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 28,883,496/28,883,496 (100.0%) +Types: dict:28,883,496 +Null/Empty: empty_obj:26,305,055 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 28,883,496/28,883,496 (100.0%) +Types: str:28,883,496 +Null/Empty: empty_str:14,514,787 +String length avg: 240.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,215 (0.0%) + '[removed]': 414 (0.0%) + 'Well I'm back met some wonderful people but nothin...': 3 (0.0%) + '22 (m4m) Socal DL fit , anyone need that cock wors...': 2 (0.0%) + 'Going for IKELOS weapons and EP armor on PS4: + +[Fi...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 28,883,496/28,883,496 (100.0%) +Types: bool:28,883,496 +Booleans: true:26,038,966 (90.2%), false:2,844,530 (9.8%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 28,883,496/28,883,496 (100.0%) +Types: bool:28,883,496 +Booleans: true:176,590 (0.6%), false:28,706,906 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 28,883,496/28,883,496 (100.0%) +Types: bool:28,883,496 +Booleans: true:43,651 (0.2%), false:28,839,845 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 28,883,496/28,883,496 (100.0%) +Types: str:28,883,496 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 27 (0.0%) + 'led': 20 (0.0%) + 'memes': 19 (0.0%) + 'PlayboyOnReddit': 11 (0.0%) + 'ksi': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 28,883,496/28,883,496 (100.0%) +Types: str:28,883,496 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 27 (0.0%) + 't5_2rgyj': 20 (0.0%) + 't5_2qjpg': 19 (0.0%) + 't5_2hvo1t': 11 (0.0%) + 't5_2xd5g': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 28,883,496/28,883,496 (100.0%) +Types: int:28,883,496 +Numeric values: 28,883,496 total +Numeric range: min:0, max:36,403,704, avg:1987718.1 +Numeric std dev: 6185100.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 28,883,496/28,883,496 (100.0%) +Types: str:28,883,496 +String length avg: 6.1 +Unique strings tracked: 5 +String values distribution: + 'public': 25,625,295 (88.7%) + 'user': 1,823,240 (6.3%) + 'restricted': 1,434,957 (5.0%) + 'gold_restricted': 3 (0.0%) + 'employees_only': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 28,883,496/28,883,496 (100.0%) +Types: NoneType:22,640,869, str:6,242,627 +Null/Empty: null:22,640,869 +String length avg: 4.5 +Unique strings tracked: 8 +String values distribution: + 'qa': 1,838,245 (29.4%) + 'confidence': 1,585,878 (25.4%) + 'new': 1,568,315 (25.1%) + 'top': 1,054,582 (16.9%) + 'old': 166,667 (2.7%) + 'controversial': 21,920 (0.4%) + 'live': 4,936 (0.1%) + 'random': 2,084 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 28,883,496/28,883,496 (100.0%) +Types: str:28,883,496 +String length avg: 25.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,819 (0.0%) + 'self': 882 (0.0%) + 'nsfw': 471 (0.0%) + 'image': 32 (0.0%) + 'spoiler': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 28,883,496/28,883,496 (100.0%) +Types: int:17,977,264, NoneType:10,906,232 +Null/Empty: null:10,906,232 +Numeric values: 17,977,264 total +Numeric range: min:0, max:140, avg:115.5 +Numeric std dev: 27.9 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 28,883,496/28,883,496 (100.0%) +Types: int:17,977,264, NoneType:10,906,232 +Null/Empty: null:10,906,232 +Numeric values: 17,977,264 total +Numeric range: min:0, max:140, avg:139.8 +Numeric std dev: 4.5 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 28,883,496/28,883,496 (100.0%) +Types: str:28,883,496 +Null/Empty: empty_str:14 +String length avg: 54.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Android malware posing as Covid-19 contact tracing...': 9 (0.0%) + 'This ass is ready for a good spank': 4 (0.0%) + 'She wants to release those amazing titties': 4 (0.0%) + 'Big black ass riding': 4 (0.0%) + 'Bill Gates in Dying Light!?': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 28,883,496/28,883,496 (100.0%) +Types: NoneType:28,882,938, str:558 +Null/Empty: null:28,882,938 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 558 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 28,883,496/28,883,496 (100.0%) +Types: int:28,883,496 +Numeric values: 28,883,496 total +Numeric range: min:0, max:1,455, avg:0.0 +Numeric std dev: 1.4 +Unique numbers tracked: 315 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 28,883,496/28,883,496 (100.0%) +Types: list:28,883,496 +Null/Empty: empty_arr:28,883,359 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 28,883,496/28,883,496 (100.0%) +Types: float:28,883,496 +Numeric values: 28,883,496 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 28,883,496/28,883,496 (100.0%) +Types: str:28,883,496 +String length avg: 62.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/wIVbxu8.jpg': 4 (0.0%) + 'https://redgifs.com/watch/tepidhardflatfish': 4 (0.0%) + 'https://www.redgifs.com/watch/hopefullittleamerica...': 4 (0.0%) + 'https://i.imgur.com/P94TUNf.jpg': 4 (0.0%) + 'https://redgifs.com/watch/gleamingliquidguillemot': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 28,883,496/28,883,496 (100.0%) +Types: str:23,448,955, NoneType:5,434,541 +Null/Empty: null:5,434,541 +String length avg: 6.9 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 13,859,860 (59.1%) + 'no_ads': 7,004,844 (29.9%) + 'some_ads': 2,415,865 (10.3%) + 'promo_adult_nsfw': 167,847 (0.7%) + 'house_only': 486 (0.0%) + 'promo_all': 53 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 28,883,496/28,883,496 (100.0%) +Types: int:23,448,955, NoneType:5,434,541 +Null/Empty: null:5,434,541 +Numeric values: 23,448,955 total +Numeric range: min:0, max:7, avg:4.3 +Numeric std dev: 2.8 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 13,859,860 (59.1%) + 0: 7,004,844 (29.9%) + 7: 2,415,865 (10.3%) + 3: 167,847 (0.7%) + 1: 486 (0.0%) + 5: 53 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 20,220,424/28,883,496 (70.0%) +Types: list:20,220,424 +Null/Empty: empty_arr:18,636,864 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 20,220,424/28,883,496 (70.0%) +Types: str:20,220,424 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 18,636,864 (92.2%) + 'richtext': 1,583,560 (7.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 20,220,424/28,883,496 (70.0%) +Types: str:20,220,424 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_oknt7': 46 (0.0%) + 't2_3xj32okm': 20 (0.0%) + 't2_bcevk': 15 (0.0%) + 't2_5yrm9qlt': 11 (0.0%) + 't2_77ovzh3d': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 20,220,424/28,883,496 (70.0%) +Types: bool:20,220,424 +Booleans: true:0 (0.0%), false:20,220,424 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 20,220,424/28,883,496 (70.0%) +Types: bool:20,220,424 +Booleans: true:627,539 (3.1%), false:19,592,885 (96.9%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 18,499,142/28,883,496 (64.0%) +Types: str:18,499,142 +String length avg: 48.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/tepidhardflatfish': 9 (0.0%) + 'https://www.redgifs.com/watch/hopefullittleamerica...': 9 (0.0%) + 'https://redgifs.com/watch/gleamingliquidguillemot': 8 (0.0%) + 'https://i.imgur.com/wIVbxu8.jpg': 7 (0.0%) + 'https://redgifs.com/watch/windypastelcommabutterfl...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 10,174,838/28,883,496 (35.2%) +Types: str:10,174,838 +String length avg: 5.6 +Unique strings tracked: 7 +String values distribution: + 'image': 5,534,482 (54.4%) + 'link': 2,317,114 (22.8%) + 'rich:video': 1,146,545 (11.3%) + 'self': 670,888 (6.6%) + 'hosted:video': 502,547 (4.9%) + 'video': 2,494 (0.0%) + 'gallery': 768 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 10,174,838/28,883,496 (35.2%) +Types: dict:10,174,838 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 8,319,074/28,883,496 (28.8%) +Types: str:8,319,074 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9b4d5fd4-15d7-11ea-9533-0ea2b8b11049': 8 (0.0%) + '93e0c7d6-0f84-11e9-9e5d-0e51de3bbae4': 7 (0.0%) + '48f73c1e-bde3-11ea-ad8a-0e0d4e28c445': 7 (0.0%) + '1b713a20-845f-11e3-a1ce-12313d224170': 6 (0.0%) + '1af19924-7f89-11ea-9321-0ec22bfbb499': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,579,862/28,883,496 (5.5%) +Types: str:1,579,862 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_i1inq0': 97 (0.0%) + 't3_i1igl8': 89 (0.0%) + 't3_i1ioba': 88 (0.0%) + 't3_i1ifm7': 75 (0.0%) + 't3_i1iqkc': 74 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,579,862/28,883,496 (5.5%) +Types: list:1,579,862 +Null/Empty: empty_arr:407,275 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 1,149,273/28,883,496 (4.0%) +Types: dict:678,058, NoneType:471,215 +Null/Empty: null:471,215, empty_obj:2 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 837,318/28,883,496 (2.9%) +Types: dict:476,775, NoneType:360,543 +Null/Empty: null:360,543 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 837,318/28,883,496 (2.9%) +Types: bool:837,318 +Booleans: true:837,318 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 155,522/28,883,496 (0.5%) +Types: dict:99,331, NoneType:56,191 +Null/Empty: null:56,191 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 121,279/28,883,496 (0.4%) +Types: bool:121,279 +Booleans: true:121,279 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 45,008/28,883,496 (0.2%) +Types: dict:45,008 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 19,990/28,883,496 (0.1%) +Types: NoneType:19,990 +Null/Empty: null:19,990 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 19,990/28,883,496 (0.1%) +Types: NoneType:19,990 +Null/Empty: null:19,990 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 19,990/28,883,496 (0.1%) +Types: str:19,759, NoneType:231 +Null/Empty: null:231 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6isrqp61': 123 (0.6%) + 't2_71eyyub6': 106 (0.5%) + 't2_cepjr1f': 69 (0.3%) + 't2_7jfa7177': 65 (0.3%) + 't2_1kdtm3ie': 64 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 19,990/28,883,496 (0.1%) +Types: str:16,648, NoneType:3,342 +Null/Empty: null:3,342, empty_str:3 +String length avg: 23.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://avengers.square-enix-games.com/en-us/buy-n...': 106 (0.6%) + 'VolunteerScience.com': 98 (0.6%) + 'RealEstate.QuickenLoans.com': 69 (0.4%) + 'play.google.com': 67 (0.4%) + 'bagelbites.com': 65 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 19,990/28,883,496 (0.1%) +Types: NoneType:19,978, str:12 +Null/Empty: null:19,978 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 8 (66.7%) + 'iframe': 4 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 19,990/28,883,496 (0.1%) +Types: NoneType:19,978, str:12 +Null/Empty: null:19,978 +String length avg: 52.2 +Unique strings tracked: 6 +String values distribution: + 'https://www.youtube.com/watch?v=2Uw_uKiRcHs&t=...': 5 (41.7%) + 'http://v.redd.it/ykkgdhsqq2f51/DASH_96.mp4': 2 (16.7%) + 'https://www.youtube.com/embed/2Uw_uKiRcHs': 2 (16.7%) + 'https://preview.redd.it/1mggdhtgq1f51.png?width=12...': 1 (8.3%) + 'https://www.youtube.com/watch?v=2Uw_uKiRcHs': 1 (8.3%) + 'http://reddit.com/u/intel_vpro': 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 19,990/28,883,496 (0.1%) +Types: list:19,990 +Null/Empty: empty_arr:19,990 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 19,990/28,883,496 (0.1%) +Types: list:19,990 +Null/Empty: empty_arr:19,990 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 19,990/28,883,496 (0.1%) +Types: str:19,990 +String length avg: 112.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://bagelbites.com': 36 (0.2%) + 'https://play.google.com/store/apps/details?id=com....': 29 (0.1%) + 'https://ads.reddit.com/account/5rvep6xk/create': 24 (0.1%) + 'https://apps.apple.com/us/app/bumble-matches-chats...': 24 (0.1%) + 'https://apps.apple.com/us/app/azar-video-chat-disc...': 17 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 19,990/28,883,496 (0.1%) +Types: NoneType:19,990 +Null/Empty: null:19,990 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 19,990/28,883,496 (0.1%) +Types: NoneType:19,990 +Null/Empty: null:19,990 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 19,990/28,883,496 (0.1%) +Types: bool:19,990 +Booleans: true:0 (0.0%), false:19,990 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 19,990/28,883,496 (0.1%) +Types: str:19,990 +Null/Empty: empty_str:7,261 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/e6hI0MsBPc75...': 24 (0.2%) + 'https://reddit-image.s3.amazonaws.com/PZGCk9dLBgdh...': 13 (0.1%) + 'https://reddit-image.s3.amazonaws.com/jKpFpUs1APMm...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/_giwWDZHYSGb...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/Q6l28BeNGnKU...': 11 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 19,990/28,883,496 (0.1%) +Types: NoneType:19,990 +Null/Empty: null:19,990 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 19,990/28,883,496 (0.1%) +Types: dict:19,990 +Null/Empty: empty_obj:19,989 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 19,990/28,883,496 (0.1%) +Types: NoneType:19,990 +Null/Empty: null:19,990 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 19,990/28,883,496 (0.1%) +Types: bool:19,990 +Booleans: true:19,989 (100.0%), false:1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 19,990/28,883,496 (0.1%) +Types: NoneType:19,990 +Null/Empty: null:19,990 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 19,990/28,883,496 (0.1%) +Types: NoneType:19,990 +Null/Empty: null:19,990 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 19,990/28,883,496 (0.1%) +Types: NoneType:19,990 +Null/Empty: null:19,990 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 19,990/28,883,496 (0.1%) +Types: bool:19,990 +Booleans: true:19,990 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 19,990/28,883,496 (0.1%) +Types: NoneType:19,990 +Null/Empty: null:19,990 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 19,990/28,883,496 (0.1%) +Types: list:19,990 +Null/Empty: empty_arr:19,990 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 19,990/28,883,496 (0.1%) +Types: NoneType:19,990 +Null/Empty: null:19,990 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 19,990/28,883,496 (0.1%) +Types: NoneType:19,990 +Null/Empty: null:19,990 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 18,173/28,883,496 (0.1%) +Types: str:18,173 +Null/Empty: empty_str:1 +String length avg: 8.7 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 6,707 (36.9%) + 'Shop Now': 3,271 (18.0%) + 'Sign Up': 2,495 (13.7%) + 'Download': 1,598 (8.8%) + 'View More': 1,217 (6.7%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 5,132/28,883,496 (0.0%) +Types: list:5,132 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,567/28,883,496 (0.0%) +Types: float:1,567 +Numeric values: 1,567 total +Numeric range: min:1,596,252,600.0, max:1,810,202,400.0, avg:1598035578.9 +Numeric std dev: 5638898.2 +Unique numbers tracked: 970 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,567/28,883,496 (0.0%) +Types: bool:1,567 +Booleans: true:0 (0.0%), false:1,567 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,567/28,883,496 (0.0%) +Types: float:1,567 +Numeric values: 1,567 total +Numeric range: min:1,596,240,000.0, max:1,810,188,000.0, avg:1597964521.6 +Numeric std dev: 5636194.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +================================================================================ + +================================================================================ +FILE: RS_2020-09.jsonl +Analysis Time: 2026-01-15 16:55:52 +================================================================================ +Total lines: 27,814,712 +Processed lines: 27,814,712 +Total unique fields: 124 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 27,814,712/27,814,712 (100.0%) +Types: list:27,814,712 +Null/Empty: empty_arr:26,596,819 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 27,814,712/27,814,712 (100.0%) +Types: bool:27,814,712 +Booleans: true:1,177,683 (4.2%), false:26,637,029 (95.8%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 27,814,712/27,814,712 (100.0%) +Types: bool:27,814,712 +Booleans: true:27,792,265 (99.9%), false:22,447 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 27,814,712/27,814,712 (100.0%) +Types: str:27,814,712 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 502 (0.0%) + 'sharewithme': 19 (0.0%) + 'StupendousLizards380': 18 (0.0%) + 'jkhwrtgwrt02': 14 (0.0%) + 'PlayboyOnReddit': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 27,814,712/27,814,712 (100.0%) +Types: int:19,616,206, NoneType:8,198,506 +Null/Empty: null:8,198,506 +Numeric values: 19,616,206 total +Numeric range: min:1,118,030,400, max:1,601,510,259, avg:1538469171.1 +Numeric std dev: 74086297.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 27,814,712/27,814,712 (100.0%) +Types: NoneType:17,732,545, str:10,082,167 +Null/Empty: null:17,732,545, empty_str:8,735,981 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 6,531 (0.5%) + '#edeff1': 1,489 (0.1%) + '#dadada': 1,403 (0.1%) + '#ea0027': 559 (0.0%) + '#ffd635': 471 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 27,814,712/27,814,712 (100.0%) +Types: NoneType:26,493,973, str:1,320,739 +Null/Empty: null:26,493,973, empty_str:133,430 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'team-harmony': 104 (0.0%) + 'White': 54 (0.0%) + 'default': 34 (0.0%) + 'ver': 27 (0.0%) + 'vam': 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 27,814,712/27,814,712 (100.0%) +Types: NoneType:25,841,618, str:1,973,094 +Null/Empty: null:25,841,618 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 49 (0.0%) + '38fb4ae2-4e59-11e1-912e-12313d18ad57': 17 (0.0%) + '2f498236-182a-11ea-a693-0eed79359f55': 14 (0.0%) + 'e4dc4e14-69f9-11ea-abe8-0eb5501e2a6b': 14 (0.0%) + '15d8188e-8360-11ea-bb11-0ed481c86875': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 27,814,712/27,814,712 (100.0%) +Types: NoneType:25,244,727, str:2,569,985 +Null/Empty: null:25,244,727, empty_str:203,869 +String length avg: 17.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'FC: <unknown> Trainer name: <unknown>': 36 (0.0%) + 'Official Bot': 26 (0.0%) + 'Verified': 13 (0.0%) + 'verified': 13 (0.0%) + '​': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 27,814,712/27,814,712 (100.0%) +Types: NoneType:17,105,790, str:10,708,922 +Null/Empty: null:17,105,790, empty_str:68,869 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 10,196,593 (95.8%) + 'light': 443,460 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 27,814,712/27,814,712 (100.0%) +Types: bool:27,814,712 +Booleans: true:19,698,828 (70.8%), false:8,115,884 (29.2%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 27,814,712/27,814,712 (100.0%) +Types: NoneType:27,813,900, str:812 +Null/Empty: null:27,813,900, empty_str:26 +String length avg: 14.6 +Unique strings tracked: 11 +Top 5 string values: + 'drawing_and_painting': 388 (49.4%) + 'photography': 130 (16.5%) + 'gaming': 83 (10.6%) + 'animals': 60 (7.6%) + 'entertainment': 52 (6.6%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 27,814,712/27,814,712 (100.0%) +Types: NoneType:27,530,707, list:284,005 +Null/Empty: null:27,530,707 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 27,814,712/27,814,712 (100.0%) +Types: bool:27,814,712 +Booleans: true:13,980 (0.1%), false:27,800,732 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 27,814,712/27,814,712 (100.0%) +Types: int:27,814,712 +Numeric values: 27,814,712 total +Numeric range: min:1,598,918,400, max:1,601,510,399, avg:1600210803.8 +Numeric std dev: 749311.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 27,814,712/27,814,712 (100.0%) +Types: NoneType:27,694,379, str:120,333 +Null/Empty: null:27,694,379 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 120,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 27,814,712/27,814,712 (100.0%) +Types: NoneType:27,754,044, str:60,668 +Null/Empty: null:27,754,044 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 60,617 (99.9%) + 'admin': 51 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 27,814,712/27,814,712 (100.0%) +Types: str:27,814,712 +String length avg: 12.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 972 (0.0%) + 'reddit.com': 138 (0.0%) + 'v.redd.it': 98 (0.0%) + 'i.imgur.com': 93 (0.0%) + 'youtube.com': 83 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 27,814,712/27,814,712 (100.0%) +Types: bool:27,135,413, float:679,299 +Booleans: true:0 (0.0%), false:27,135,413 (100.0%) +Numeric values: 679,299 total +Numeric range: min:1,598,918,650.0, max:1,623,620,573.0, avg:1600516049.4 +Numeric std dev: 1874218.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 27,814,712/27,814,712 (100.0%) +Types: int:27,814,712 +Numeric values: 27,814,712 total +Numeric range: min:0, max:52, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 36 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 27,814,712/27,814,712 (100.0%) +Types: dict:27,814,712 +Null/Empty: empty_obj:27,715,171 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 27,814,712/27,814,712 (100.0%) +Types: bool:27,814,712 +Booleans: true:0 (0.0%), false:27,814,712 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 27,814,712/27,814,712 (100.0%) +Types: bool:27,814,712 +Booleans: true:11,074 (0.0%), false:27,803,638 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 27,814,712/27,814,712 (100.0%) +Types: str:27,814,712 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hxzjmc': 1 (0.0%) + 'hy09lq': 1 (0.0%) + 'iafejl': 1 (0.0%) + 'ichd7p': 1 (0.0%) + 'ietduf': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 27,814,712/27,814,712 (100.0%) +Types: bool:27,814,712 +Booleans: true:22,447 (0.1%), false:27,792,265 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 27,814,712/27,814,712 (100.0%) +Types: bool:27,814,712 +Booleans: true:15,694,905 (56.4%), false:12,119,807 (43.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 27,814,712/27,814,712 (100.0%) +Types: bool:27,814,712 +Booleans: true:17 (0.0%), false:27,814,695 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 27,814,712/27,814,712 (100.0%) +Types: bool:27,814,712 +Booleans: true:164,041 (0.6%), false:27,650,671 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 27,814,712/27,814,712 (100.0%) +Types: bool:27,814,712 +Booleans: true:9,908,771 (35.6%), false:17,905,941 (64.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 27,814,712/27,814,712 (100.0%) +Types: bool:27,814,712 +Booleans: true:15,731,890 (56.6%), false:12,082,822 (43.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 27,814,712/27,814,712 (100.0%) +Types: bool:27,814,712 +Booleans: true:9,717,547 (34.9%), false:18,097,165 (65.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 27,814,712/27,814,712 (100.0%) +Types: bool:27,814,712 +Booleans: true:782,233 (2.8%), false:27,032,479 (97.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 27,814,712/27,814,712 (100.0%) +Types: str:27,814,712 +Null/Empty: empty_str:21,942,470 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 546 (0.0%) + '#ea0027': 388 (0.0%) + '#ffd635': 321 (0.0%) + '#0079d3': 283 (0.0%) + '#46d160': 273 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 27,814,712/27,814,712 (100.0%) +Types: NoneType:18,974,969, str:8,839,743 +Null/Empty: null:18,974,969, empty_str:4,084,070 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 135 (0.0%) + 'question': 112 (0.0%) + 'f4m': 57 (0.0%) + 'other': 49 (0.0%) + 'm4f': 44 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 27,814,712/27,814,712 (100.0%) +Types: list:27,814,712 +Null/Empty: empty_arr:22,871,188 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 27,814,712/27,814,712 (100.0%) +Types: NoneType:18,592,844, str:9,221,868 +Null/Empty: null:18,592,844, empty_str:1,199 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 96 (0.0%) + 'Question': 91 (0.0%) + 'Meme': 39 (0.0%) + 'M4F': 25 (0.0%) + 'Other': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 27,814,712/27,814,712 (100.0%) +Types: str:27,814,712 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 24,481,979 (88.0%) + 'light': 3,332,733 (12.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 27,814,712/27,814,712 (100.0%) +Types: str:27,814,712 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 22,871,188 (82.2%) + 'richtext': 4,943,524 (17.8%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 27,814,712/27,814,712 (100.0%) +Types: bool:27,814,712 +Booleans: true:607,473 (2.2%), false:27,207,239 (97.8%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 27,814,712/27,814,712 (100.0%) +Types: NoneType:24,485,072, dict:3,329,640 +Null/Empty: null:24,485,072 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 27,814,712/27,814,712 (100.0%) +Types: dict:27,814,712 +Null/Empty: empty_obj:25,265,074 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 27,814,712/27,814,712 (100.0%) +Types: bool:27,814,712 +Booleans: true:280 (0.0%), false:27,814,432 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 27,814,712/27,814,712 (100.0%) +Types: str:27,814,712 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_hxzjmc': 1 (0.0%) + 't3_hy09lq': 1 (0.0%) + 't3_iafejl': 1 (0.0%) + 't3_ichd7p': 1 (0.0%) + 't3_ietduf': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 27,814,712/27,814,712 (100.0%) +Types: bool:27,814,712 +Booleans: true:13,073,716 (47.0%), false:14,740,996 (53.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 27,814,712/27,814,712 (100.0%) +Types: int:27,814,712 +Numeric values: 27,814,712 total +Numeric range: min:0, max:100,001, avg:6.2 +Numeric std dev: 90.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 27,814,712/27,814,712 (100.0%) +Types: int:27,814,712 +Numeric values: 27,814,712 total +Numeric range: min:0, max:1,265, avg:0.0 +Numeric std dev: 0.6 +Unique numbers tracked: 143 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 27,814,712/27,814,712 (100.0%) +Types: bool:27,814,712 +Booleans: true:6,677,598 (24.0%), false:21,137,114 (76.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 27,814,712/27,814,712 (100.0%) +Types: str:21,905,404, NoneType:5,909,308 +Null/Empty: null:5,909,308 +String length avg: 6.8 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 12,813,719 (58.5%) + 'no_ads': 6,863,988 (31.3%) + 'some_ads': 2,179,205 (9.9%) + 'promo_adult_nsfw': 48,039 (0.2%) + 'house_only': 418 (0.0%) + 'promo_all': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 27,814,712/27,814,712 (100.0%) +Types: str:27,814,712 +String length avg: 65.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/disneyemojiblitz/comments/hxzjmc/villain_event_...': 1 (0.0%) + '/r/disneyemojiblitz/comments/hy09lq/villain_event_...': 1 (0.0%) + '/r/spinel/comments/iafejl/spinels_1st_birthday_off...': 1 (0.0%) + '/r/Codm_Memes/comments/ichd7p/best_memes/': 1 (0.0%) + '/r/friendshipbracelets/comments/ietduf/september_m...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 27,814,712/27,814,712 (100.0%) +Types: bool:27,814,712 +Booleans: true:0 (0.0%), false:27,814,712 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 27,814,712/27,814,712 (100.0%) +Types: int:21,905,404, NoneType:5,909,308 +Null/Empty: null:5,909,308 +Numeric values: 21,905,404 total +Numeric range: min:0, max:7, avg:4.2 +Numeric std dev: 2.9 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 12,813,719 (58.5%) + 0: 6,863,988 (31.3%) + 7: 2,179,205 (9.9%) + 3: 48,039 (0.2%) + 1: 418 (0.0%) + 5: 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 27,814,712/27,814,712 (100.0%) +Types: bool:27,814,712 +Booleans: true:0 (0.0%), false:27,814,712 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 27,814,712/27,814,712 (100.0%) +Types: NoneType:15,724,891, str:12,089,821 +Null/Empty: null:15,724,891 +String length avg: 7.4 +Unique strings tracked: 9 +String values distribution: + 'deleted': 7,333,962 (60.7%) + 'moderator': 3,059,360 (25.3%) + 'reddit': 1,586,620 (13.1%) + 'automod_filtered': 68,362 (0.6%) + 'author': 26,549 (0.2%) + 'copyright_takedown': 13,783 (0.1%) + 'anti_evil_ops': 624 (0.0%) + 'content_takedown': 462 (0.0%) + 'community_ops': 99 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 27,814,712/27,814,712 (100.0%) +Types: int:27,814,712 +Numeric values: 27,814,712 total +Numeric range: min:1,622,848,390, max:1,623,738,094, avg:1622985484.6 +Numeric std dev: 16945.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 27,814,712/27,814,712 (100.0%) +Types: int:27,814,712 +Numeric values: 27,814,712 total +Numeric range: min:0, max:236,318, avg:88.0 +Numeric std dev: 1285.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 27,814,712/27,814,712 (100.0%) +Types: NoneType:24,485,072, dict:3,329,640 +Null/Empty: null:24,485,072 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 27,814,712/27,814,712 (100.0%) +Types: dict:27,814,712 +Null/Empty: empty_obj:25,265,074 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 27,814,712/27,814,712 (100.0%) +Types: str:27,814,712 +Null/Empty: empty_str:14,224,309 +String length avg: 236.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,240 (0.0%) + '[removed]': 429 (0.0%) + '【实体公司】Q/微信86614733加拿大办证,办加拿大毕业证，办加拿大成绩单，办加拿大学历认证，办...': 14 (0.0%) + 'I have completed a hard treasure trail.': 10 (0.0%) + 'I have completed an easy treasure trail.': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 27,814,712/27,814,712 (100.0%) +Types: bool:27,814,712 +Booleans: true:24,992,860 (89.9%), false:2,821,852 (10.1%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 27,814,712/27,814,712 (100.0%) +Types: bool:27,814,712 +Booleans: true:163,928 (0.6%), false:27,650,784 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 27,814,712/27,814,712 (100.0%) +Types: bool:27,814,712 +Booleans: true:40,577 (0.1%), false:27,774,135 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 27,814,712/27,814,712 (100.0%) +Types: str:27,814,712 +String length avg: 11.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 18 (0.0%) + 'dirtykikpals': 16 (0.0%) + 'memes': 15 (0.0%) + 'u_jkhwrtgwrt02': 14 (0.0%) + 'PlayboyOnReddit': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 27,814,712/27,814,712 (100.0%) +Types: str:27,814,712 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 18 (0.0%) + 't5_2wtau': 16 (0.0%) + 't5_2qjpg': 15 (0.0%) + 't5_327v75': 14 (0.0%) + 't5_2hvo1t': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 27,814,712/27,814,712 (100.0%) +Types: int:27,814,712 +Numeric values: 27,814,712 total +Numeric range: min:-52, max:103,045,685, avg:1857105.0 +Numeric std dev: 5949658.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 27,814,712/27,814,712 (100.0%) +Types: str:27,814,712 +String length avg: 6.1 +Unique strings tracked: 4 +String values distribution: + 'public': 24,589,617 (88.4%) + 'user': 1,839,249 (6.6%) + 'restricted': 1,385,843 (5.0%) + 'gold_restricted': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 27,814,712/27,814,712 (100.0%) +Types: NoneType:21,770,202, str:6,044,510 +Null/Empty: null:21,770,202 +String length avg: 4.5 +Unique strings tracked: 8 +String values distribution: + 'qa': 1,852,354 (30.6%) + 'confidence': 1,541,683 (25.5%) + 'new': 1,431,327 (23.7%) + 'top': 1,037,510 (17.2%) + 'old': 153,307 (2.5%) + 'controversial': 20,852 (0.3%) + 'live': 5,326 (0.1%) + 'random': 2,151 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 27,814,712/27,814,712 (100.0%) +Types: str:27,814,712 +String length avg: 24.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,910 (0.0%) + 'self': 914 (0.0%) + 'nsfw': 372 (0.0%) + 'image': 17 (0.0%) + 'spoiler': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 27,814,712/27,814,712 (100.0%) +Types: int:17,537,851, NoneType:10,276,861 +Null/Empty: null:10,276,861 +Numeric values: 17,537,851 total +Numeric range: min:0, max:140, avg:115.4 +Numeric std dev: 28.0 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 27,814,712/27,814,712 (100.0%) +Types: int:17,537,851, NoneType:10,276,861 +Null/Empty: null:10,276,861 +Numeric values: 17,537,851 total +Numeric range: min:0, max:140, avg:139.8 +Numeric std dev: 4.4 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 27,814,712/27,814,712 (100.0%) +Types: str:27,814,712 +String length avg: 55.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AIs from AI Dungeon 2 to sexy to funny and one bas...': 5 (0.0%) + 'Happy Monday! Finish what you're doing and check o...': 4 (0.0%) + 'Sending out 2 videos in everyone’s dms tonight at ...': 4 (0.0%) + 'Beautiful cock sucking angel takes a facial': 3 (0.0%) + 'Exploring ABANDONED Farm, we had a bad INJURY **Go...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 27,814,712/27,814,712 (100.0%) +Types: NoneType:27,813,626, str:1,086 +Null/Empty: null:27,813,626 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 1,086 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 27,814,712/27,814,712 (100.0%) +Types: int:27,814,712 +Numeric values: 27,814,712 total +Numeric range: min:0, max:6,641, avg:0.2 +Numeric std dev: 4.4 +Unique numbers tracked: 676 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 27,814,712/27,814,712 (100.0%) +Types: list:27,814,712 +Null/Empty: empty_arr:27,814,478 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 27,814,712/27,814,712 (100.0%) +Types: float:27,814,712 +Numeric values: 27,814,712 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 100 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 27,814,712/27,814,712 (100.0%) +Types: str:27,814,712 +String length avg: 62.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://eonleader.github.io/seiyuu/': 7 (0.0%) + 'https://www.youtube.com/watch?v=C51q9YkoWS8&fe...': 4 (0.0%) + 'https://i.redd.it/9zc33l1jffk51.jpg': 4 (0.0%) + 'https://redgifs.com/watch/determinedfastcrustacean': 3 (0.0%) + 'https://redgifs.com/watch/secondarypowerlesscockro...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 27,814,712/27,814,712 (100.0%) +Types: str:21,905,404, NoneType:5,909,308 +Null/Empty: null:5,909,308 +String length avg: 6.9 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 12,737,802 (58.1%) + 'no_ads': 6,863,988 (31.3%) + 'some_ads': 2,141,994 (9.8%) + 'promo_adult_nsfw': 161,167 (0.7%) + 'house_only': 418 (0.0%) + 'promo_all': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 27,814,712/27,814,712 (100.0%) +Types: int:21,905,404, NoneType:5,909,308 +Null/Empty: null:5,909,308 +Numeric values: 21,905,404 total +Numeric range: min:0, max:7, avg:4.2 +Numeric std dev: 2.9 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 12,737,802 (58.1%) + 0: 6,863,988 (31.3%) + 7: 2,141,994 (9.8%) + 3: 161,167 (0.7%) + 1: 418 (0.0%) + 5: 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 19,698,828/27,814,712 (70.8%) +Types: list:19,698,828 +Null/Empty: empty_arr:18,192,649 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 19,698,828/27,814,712 (70.8%) +Types: str:19,698,828 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 18,192,649 (92.4%) + 'richtext': 1,506,179 (7.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 19,698,828/27,814,712 (70.8%) +Types: str:19,698,828 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_bcevk': 19 (0.0%) + 't2_lvkv6': 18 (0.0%) + 't2_7xcyvtk0': 14 (0.0%) + 't2_5yrm9qlt': 12 (0.0%) + 't2_5q2y6lv': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 19,698,828/27,814,712 (70.8%) +Types: bool:19,698,828 +Booleans: true:0 (0.0%), false:19,698,828 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 19,698,828/27,814,712 (70.8%) +Types: bool:19,698,828 +Booleans: true:678,148 (3.4%), false:19,020,680 (96.6%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 18,097,165/27,814,712 (65.1%) +Types: str:18,097,165 +String length avg: 48.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://youtu.be/72460x9eqns': 10 (0.0%) + 'https://eonleader.github.io/seiyuu/': 7 (0.0%) + 'https://i.redd.it/9zc33l1jffk51.jpg': 6 (0.0%) + 'https://redgifs.com/watch/secondarypowerlesscockro...': 6 (0.0%) + 'https://redgifs.com/watch/fittingdeargoral': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 9,830,310/27,814,712 (35.3%) +Types: str:9,830,310 +String length avg: 5.6 +Unique strings tracked: 7 +String values distribution: + 'image': 5,355,886 (54.5%) + 'link': 2,300,223 (23.4%) + 'rich:video': 1,140,334 (11.6%) + 'self': 573,708 (5.8%) + 'hosted:video': 457,005 (4.6%) + 'video': 1,961 (0.0%) + 'gallery': 1,193 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 9,830,310/27,814,712 (35.3%) +Types: dict:9,830,310 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 8,013,499/27,814,712 (28.8%) +Types: str:8,013,499 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '48f73c1e-bde3-11ea-ad8a-0e0d4e28c445': 11 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 10 (0.0%) + 'bb6d9260-d3f7-11e9-8abb-0edb1b7277bc': 7 (0.0%) + 'c586b3f8-a829-11e8-a989-0e2de87d12c0': 7 (0.0%) + '9b4d5fd4-15d7-11ea-9533-0ea2b8b11049': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,431,592/27,814,712 (5.1%) +Types: str:1,431,592 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_ika0aq': 61 (0.0%) + 't3_ik9qhf': 56 (0.0%) + 't3_ika3nd': 52 (0.0%) + 't3_ika5mf': 49 (0.0%) + 't3_ika0p6': 43 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,431,592/27,814,712 (5.1%) +Types: list:1,431,592 +Null/Empty: empty_arr:395,132 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 1,254,393/27,814,712 (4.5%) +Types: dict:765,697, NoneType:488,696 +Null/Empty: null:488,696 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 943,474/27,814,712 (3.4%) +Types: dict:558,977, NoneType:384,497 +Null/Empty: null:384,497 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 943,474/27,814,712 (3.4%) +Types: bool:943,474 +Booleans: true:943,474 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 153,631/27,814,712 (0.6%) +Types: dict:97,281, NoneType:56,350 +Null/Empty: null:56,350 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 96,513/27,814,712 (0.3%) +Types: bool:96,513 +Booleans: true:96,513 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 44,362/27,814,712 (0.2%) +Types: dict:44,362 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 22,447/27,814,712 (0.1%) +Types: NoneType:22,447 +Null/Empty: null:22,447 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 22,447/27,814,712 (0.1%) +Types: NoneType:22,447 +Null/Empty: null:22,447 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 22,447/27,814,712 (0.1%) +Types: str:22,234, NoneType:213 +Null/Empty: null:213 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_71eyyub6': 449 (2.0%) + 't2_6h9twjwu': 201 (0.9%) + 't2_61ys81v9': 166 (0.7%) + 't2_65wx5lpr': 157 (0.7%) + 't2_5wca7fny': 103 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 22,447/27,814,712 (0.1%) +Types: str:17,774, NoneType:4,673 +Null/Empty: null:4,673 +String length avg: 22.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://avengers.square-enix-games.com/en-us/buy-n...': 437 (2.5%) + 'https://code.whitehatjr.com': 166 (0.9%) + 'microsoft.com/resilience': 138 (0.8%) + 'chime.com': 103 (0.6%) + 'https://url.kr/VEIWTy': 89 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 22,447/27,814,712 (0.1%) +Types: NoneType:22,430, str:17 +Null/Empty: null:22,430 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'iframe': 15 (88.2%) + 'scrape': 2 (11.8%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 22,447/27,814,712 (0.1%) +Types: NoneType:22,430, str:17 +Null/Empty: null:22,430 +String length avg: 41.4 +Unique strings tracked: 10 +String values distribution: + 'https://d3gd82zhqhbx6t.cloudfront.net': 3 (17.6%) + 'https://d4trkhariy2z5.cloudfront.net/': 3 (17.6%) + 'https://d4trkhariy2z5.cloudfront.net': 2 (11.8%) + 'https://www.reddit.com/rpan/r/RedditSessions/itxho...': 2 (11.8%) + 'https://d1rh0tpnzfmtbv.cloudfront.net/': 2 (11.8%) + 'https://www.twitch.tv/chillhopmusic': 1 (5.9%) + 'https://www.youtube.com/watch?v=5qap5aO4i9A': 1 (5.9%) + 'https://d3gd82zhqhbx6t.cloudfront.net/': 1 (5.9%) + 'https://d4trkhariy2z5.cloudfront.net/7905/index.ht...': 1 (5.9%) + 'https://d1rh0tpnzfmtbv.cloudfront.net': 1 (5.9%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 22,447/27,814,712 (0.1%) +Types: list:22,447 +Null/Empty: empty_arr:22,447 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 22,447/27,814,712 (0.1%) +Types: list:22,447 +Null/Empty: empty_arr:22,447 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 22,447/27,814,712 (0.1%) +Types: str:22,447 +String length avg: 121.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://c.singular.net/api/v1/ad?st=291734917497&a...': 87 (0.4%) + 'https://c.singular.net/api/v1/ad?st=292608376260&a...': 58 (0.3%) + 'https://www.bagelbites.com': 20 (0.1%) + 'https://ovhusa.commander1.com/c3/?tcs=3881&chn...': 17 (0.1%) + 'https://play.google.com/store/apps/details?id=com....': 17 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 22,447/27,814,712 (0.1%) +Types: NoneType:22,447 +Null/Empty: null:22,447 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 22,447/27,814,712 (0.1%) +Types: NoneType:22,447 +Null/Empty: null:22,447 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 22,447/27,814,712 (0.1%) +Types: bool:22,447 +Booleans: true:0 (0.0%), false:22,447 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 22,447/27,814,712 (0.1%) +Types: str:22,447 +Null/Empty: empty_str:8,559 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/hhiscKujrDJO...': 38 (0.3%) + 'https://reddit-image.s3.amazonaws.com/KXmkBEBNgG2e...': 10 (0.1%) + 'https://reddit-image.s3.amazonaws.com/94KvshmnRo8L...': 9 (0.1%) + 'https://reddit-image.s3.amazonaws.com/ful7A4cwd09-...': 8 (0.1%) + 'https://reddit-image.s3.amazonaws.com/OiZ-SHHgTDCv...': 7 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 22,447/27,814,712 (0.1%) +Types: NoneType:22,447 +Null/Empty: null:22,447 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 22,447/27,814,712 (0.1%) +Types: dict:22,447 +Null/Empty: empty_obj:22,447 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 22,447/27,814,712 (0.1%) +Types: NoneType:22,447 +Null/Empty: null:22,447 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 22,447/27,814,712 (0.1%) +Types: bool:22,447 +Booleans: true:22,447 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 22,447/27,814,712 (0.1%) +Types: NoneType:22,447 +Null/Empty: null:22,447 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 22,447/27,814,712 (0.1%) +Types: NoneType:22,447 +Null/Empty: null:22,447 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 22,447/27,814,712 (0.1%) +Types: NoneType:22,447 +Null/Empty: null:22,447 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 22,447/27,814,712 (0.1%) +Types: bool:22,447 +Booleans: true:22,447 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 22,447/27,814,712 (0.1%) +Types: NoneType:22,447 +Null/Empty: null:22,447 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 22,447/27,814,712 (0.1%) +Types: list:22,447 +Null/Empty: empty_arr:22,447 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 22,447/27,814,712 (0.1%) +Types: NoneType:22,447 +Null/Empty: null:22,447 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 22,447/27,814,712 (0.1%) +Types: NoneType:22,447 +Null/Empty: null:22,447 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 19,996/27,814,712 (0.1%) +Types: str:19,996 +Null/Empty: empty_str:4 +String length avg: 8.7 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 7,755 (38.8%) + 'Shop Now': 3,520 (17.6%) + 'Sign Up': 2,498 (12.5%) + 'Download': 1,742 (8.7%) + 'Play Now': 1,305 (6.5%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 6,440/27,814,712 (0.0%) +Types: list:6,440 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,447/27,814,712 (0.0%) +Types: float:1,447 +Numeric values: 1,447 total +Numeric range: min:1,598,932,800.0, max:33,008,515,200.0, avg:1644100937.6 +Numeric std dev: 1166866484.4 +Unique numbers tracked: 915 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,447/27,814,712 (0.0%) +Types: bool:1,447 +Booleans: true:0 (0.0%), false:1,447 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,447/27,814,712 (0.0%) +Types: float:1,447 +Numeric values: 1,447 total +Numeric range: min:1,598,918,400.0, max:33,008,500,800.0, avg:1644029310.8 +Numeric std dev: 1166868611.0 +Unique numbers tracked: 963 + +================================================================================ + +================================================================================ +FILE: RS_2020-10.jsonl +Analysis Time: 2026-01-15 18:02:12 +================================================================================ +Total lines: 28,659,441 +Processed lines: 28,659,441 +Total unique fields: 124 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 28,659,441/28,659,441 (100.0%) +Types: list:28,659,441 +Null/Empty: empty_arr:27,464,397 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 28,659,441/28,659,441 (100.0%) +Types: bool:28,659,441 +Booleans: true:1,210,932 (4.2%), false:27,448,509 (95.8%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 28,659,441/28,659,441 (100.0%) +Types: bool:28,659,441 +Booleans: true:28,635,880 (99.9%), false:23,561 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 28,659,441/28,659,441 (100.0%) +Types: str:28,659,441 +String length avg: 11.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 456 (0.0%) + 'botzei': 21 (0.0%) + 'AccessibleFruit196': 19 (0.0%) + 'NewsRock': 18 (0.0%) + 'sharewithme': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 28,659,441/28,659,441 (100.0%) +Types: int:20,386,976, NoneType:8,272,465 +Null/Empty: null:8,272,465 +Numeric values: 20,386,976 total +Numeric range: min:1,118,030,400, max:1,604,188,660, avg:1540231417.6 +Numeric std dev: 74445124.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 28,659,441/28,659,441 (100.0%) +Types: NoneType:18,564,109, str:10,095,332 +Null/Empty: null:18,564,109, empty_str:8,776,954 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 5,922 (0.4%) + '#edeff1': 1,856 (0.1%) + '#dadada': 1,203 (0.1%) + '#ea0027': 526 (0.0%) + '#00a6a5': 452 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 28,659,441/28,659,441 (100.0%) +Types: NoneType:27,355,659, str:1,303,782 +Null/Empty: null:27,355,659, empty_str:129,238 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'team-harmony': 89 (0.0%) + 'defaultclass': 46 (0.0%) + 'White': 45 (0.0%) + 'default': 35 (0.0%) + 'green': 29 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 28,659,441/28,659,441 (100.0%) +Types: NoneType:26,720,956, str:1,938,485 +Null/Empty: null:26,720,956 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 35 (0.0%) + '9811a942-f7ec-11e8-ba86-0e2871aefb54': 11 (0.0%) + '7719d9e2-959a-11ea-a4af-0e96554cdd9d': 10 (0.0%) + '036c29b6-9949-11ea-86d4-0e2821900321': 9 (0.0%) + '7be0bc08-e7f6-11ea-9649-0ee38819ee03': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 28,659,441/28,659,441 (100.0%) +Types: NoneType:26,146,816, str:2,512,625 +Null/Empty: null:26,146,816, empty_str:195,547 +String length avg: 17.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'FC: <unknown> Trainer name: <unknown>': 28 (0.0%) + 'News Bot': 12 (0.0%) + 'Verified Seller': 11 (0.0%) + 'VERIFIED': 10 (0.0%) + 'Switch': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 28,659,441/28,659,441 (100.0%) +Types: NoneType:17,944,215, str:10,715,226 +Null/Empty: null:17,944,215, empty_str:65,090 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 10,215,303 (95.9%) + 'light': 434,833 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 28,659,441/28,659,441 (100.0%) +Types: bool:28,659,441 +Booleans: true:20,476,077 (71.4%), false:8,183,364 (28.6%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 28,659,441/28,659,441 (100.0%) +Types: NoneType:28,658,624, str:817 +Null/Empty: null:28,658,624, empty_str:31 +String length avg: 15.0 +Unique strings tracked: 12 +Top 5 string values: + 'drawing_and_painting': 428 (54.5%) + 'photography': 95 (12.1%) + 'gaming': 87 (11.1%) + 'animals': 77 (9.8%) + 'entertainment': 41 (5.2%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 28,659,441/28,659,441 (100.0%) +Types: NoneType:28,367,355, list:292,086 +Null/Empty: null:28,367,355 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 28,659,441/28,659,441 (100.0%) +Types: bool:28,659,441 +Booleans: true:13,976 (0.0%), false:28,645,465 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 28,659,441/28,659,441 (100.0%) +Types: int:28,659,441 +Numeric values: 28,659,441 total +Numeric range: min:1,601,510,400, max:1,604,188,799, avg:1602864277.6 +Numeric std dev: 769765.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 28,659,441/28,659,441 (100.0%) +Types: NoneType:28,534,443, str:124,998 +Null/Empty: null:28,534,443 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 124,998 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 28,659,441/28,659,441 (100.0%) +Types: NoneType:28,598,038, str:61,403 +Null/Empty: null:28,598,038 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 61,348 (99.9%) + 'admin': 55 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 28,659,441/28,659,441 (100.0%) +Types: str:28,659,441 +Null/Empty: empty_str:8 +String length avg: 12.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 954 (0.0%) + 'reddit.com': 145 (0.0%) + 'redgifs.com': 129 (0.0%) + 'v.redd.it': 104 (0.0%) + 'i.imgur.com': 103 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 28,659,441/28,659,441 (100.0%) +Types: bool:27,978,918, float:680,523 +Booleans: true:0 (0.0%), false:27,978,918 (100.0%) +Numeric values: 680,523 total +Numeric range: min:1,601,510,661.0, max:1,623,620,373.0, avg:1603155681.0 +Numeric std dev: 1747238.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 28,659,441/28,659,441 (100.0%) +Types: int:28,659,441 +Numeric values: 28,659,441 total +Numeric range: min:0, max:230, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 36 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 28,659,441/28,659,441 (100.0%) +Types: dict:28,659,441 +Null/Empty: empty_obj:28,281,501 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 28,659,441/28,659,441 (100.0%) +Types: bool:28,659,441 +Booleans: true:0 (0.0%), false:28,659,441 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 28,659,441/28,659,441 (100.0%) +Types: bool:28,659,441 +Booleans: true:11,622 (0.0%), false:28,647,819 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 28,659,441/28,659,441 (100.0%) +Types: str:28,659,441 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hyjj0d': 1 (0.0%) + 'hyjjag': 1 (0.0%) + 'itpx3n': 1 (0.0%) + 'iu7s5d': 1 (0.0%) + 'j0trp3': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 28,659,441/28,659,441 (100.0%) +Types: bool:28,659,441 +Booleans: true:23,561 (0.1%), false:28,635,880 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 28,659,441/28,659,441 (100.0%) +Types: bool:28,659,441 +Booleans: true:16,158,692 (56.4%), false:12,500,749 (43.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 28,659,441/28,659,441 (100.0%) +Types: bool:28,659,441 +Booleans: true:64 (0.0%), false:28,659,377 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 28,659,441/28,659,441 (100.0%) +Types: bool:28,659,441 +Booleans: true:168,050 (0.6%), false:28,491,391 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 28,659,441/28,659,441 (100.0%) +Types: bool:28,659,441 +Booleans: true:10,172,934 (35.5%), false:18,486,507 (64.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 28,659,441/28,659,441 (100.0%) +Types: bool:28,659,441 +Booleans: true:16,196,597 (56.5%), false:12,462,844 (43.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 28,659,441/28,659,441 (100.0%) +Types: bool:28,659,441 +Booleans: true:9,711,536 (33.9%), false:18,947,905 (66.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 28,659,441/28,659,441 (100.0%) +Types: bool:28,659,441 +Booleans: true:800,149 (2.8%), false:27,859,292 (97.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 28,659,441/28,659,441 (100.0%) +Types: str:28,659,441 +Null/Empty: empty_str:22,415,101 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 715 (0.0%) + '#ea0027': 349 (0.0%) + '#0079d3': 317 (0.0%) + '#ffd635': 295 (0.0%) + '#ff66ac': 221 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 28,659,441/28,659,441 (100.0%) +Types: NoneType:19,362,385, str:9,297,056 +Null/Empty: null:19,362,385, empty_str:4,454,423 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'question': 130 (0.0%) + 'discussion': 128 (0.0%) + 'removed': 50 (0.0%) + 'help': 46 (0.0%) + 'blue': 44 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 28,659,441/28,659,441 (100.0%) +Types: list:28,659,441 +Null/Empty: empty_arr:23,464,619 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 28,659,441/28,659,441 (100.0%) +Types: NoneType:18,970,990, str:9,688,451 +Null/Empty: null:18,970,990, empty_str:1,123 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Question': 90 (0.0%) + 'Discussion': 84 (0.0%) + 'Other': 23 (0.0%) + 'Humor': 21 (0.0%) + 'Meme': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 28,659,441/28,659,441 (100.0%) +Types: str:28,659,441 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 25,121,983 (87.7%) + 'light': 3,537,458 (12.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 28,659,441/28,659,441 (100.0%) +Types: str:28,659,441 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 23,464,619 (81.9%) + 'richtext': 5,194,822 (18.1%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 28,659,441/28,659,441 (100.0%) +Types: bool:28,659,441 +Booleans: true:620,289 (2.2%), false:28,039,152 (97.8%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 28,659,441/28,659,441 (100.0%) +Types: NoneType:25,039,484, dict:3,619,957 +Null/Empty: null:25,039,484 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 28,659,441/28,659,441 (100.0%) +Types: dict:28,659,441 +Null/Empty: empty_obj:25,835,579 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 28,659,441/28,659,441 (100.0%) +Types: bool:28,659,441 +Booleans: true:355 (0.0%), false:28,659,086 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 28,659,441/28,659,441 (100.0%) +Types: str:28,659,441 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_hyjj0d': 1 (0.0%) + 't3_hyjjag': 1 (0.0%) + 't3_itpx3n': 1 (0.0%) + 't3_iu7s5d': 1 (0.0%) + 't3_j0trp3': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 28,659,441/28,659,441 (100.0%) +Types: bool:28,659,441 +Booleans: true:13,511,219 (47.1%), false:15,148,222 (52.9%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 28,659,441/28,659,441 (100.0%) +Types: int:28,659,441 +Numeric values: 28,659,441 total +Numeric range: min:0, max:100,007, avg:6.1 +Numeric std dev: 86.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 28,659,441/28,659,441 (100.0%) +Types: int:28,659,441 +Numeric values: 28,659,441 total +Numeric range: min:0, max:1,121, avg:0.0 +Numeric std dev: 0.7 +Unique numbers tracked: 153 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 28,659,441/28,659,441 (100.0%) +Types: bool:28,659,441 +Booleans: true:7,387,268 (25.8%), false:21,272,173 (74.2%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 28,659,441/28,659,441 (100.0%) +Types: str:22,325,445, NoneType:6,333,996 +Null/Empty: null:6,333,996 +String length avg: 6.8 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 12,960,637 (58.1%) + 'no_ads': 7,101,529 (31.8%) + 'some_ads': 2,205,727 (9.9%) + 'promo_adult_nsfw': 57,052 (0.3%) + 'house_only': 461 (0.0%) + 'promo_all': 39 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 28,659,441/28,659,441 (100.0%) +Types: str:28,659,441 +String length avg: 65.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/RuWatch/comments/hyjj0d/s11_e11_bring_back_my_q...': 1 (0.0%) + '/r/RuWatch/comments/hyjjag/s11_e11_untucked_bring_...': 1 (0.0%) + '/r/disneyemojiblitz/comments/itpx3n/villain_event_...': 1 (0.0%) + '/r/disneyemojiblitz/comments/iu7s5d/villain_event_...': 1 (0.0%) + '/r/LateShow/comments/j0trp3/september_30_2020_the_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 28,659,441/28,659,441 (100.0%) +Types: bool:28,659,441 +Booleans: true:0 (0.0%), false:28,659,441 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 28,659,441/28,659,441 (100.0%) +Types: int:22,325,445, NoneType:6,333,996 +Null/Empty: null:6,333,996 +Numeric values: 22,325,445 total +Numeric range: min:0, max:7, avg:4.2 +Numeric std dev: 2.9 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 12,960,637 (58.1%) + 0: 7,101,529 (31.8%) + 7: 2,205,727 (9.9%) + 3: 57,052 (0.3%) + 1: 461 (0.0%) + 5: 39 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 28,659,441/28,659,441 (100.0%) +Types: bool:28,659,441 +Booleans: true:0 (0.0%), false:28,659,441 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 28,659,441/28,659,441 (100.0%) +Types: NoneType:16,188,767, str:12,470,674 +Null/Empty: null:16,188,767 +String length avg: 7.4 +Unique strings tracked: 9 +String values distribution: + 'deleted': 7,437,717 (59.6%) + 'moderator': 3,195,702 (25.6%) + 'reddit': 1,727,245 (13.9%) + 'automod_filtered': 70,718 (0.6%) + 'author': 24,062 (0.2%) + 'copyright_takedown': 13,768 (0.1%) + 'anti_evil_ops': 694 (0.0%) + 'content_takedown': 590 (0.0%) + 'community_ops': 178 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 28,659,441/28,659,441 (100.0%) +Types: int:28,659,441 +Numeric values: 28,659,441 total +Numeric range: min:1,622,813,816, max:1,623,776,404, avg:1623030504.9 +Numeric std dev: 16428.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 28,659,441/28,659,441 (100.0%) +Types: int:28,659,441 +Numeric values: 28,659,441 total +Numeric range: min:0, max:233,312, avg:87.2 +Numeric std dev: 1273.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 28,659,441/28,659,441 (100.0%) +Types: NoneType:25,039,484, dict:3,619,957 +Null/Empty: null:25,039,484 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 28,659,441/28,659,441 (100.0%) +Types: dict:28,659,441 +Null/Empty: empty_obj:25,835,579 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 28,659,441/28,659,441 (100.0%) +Types: str:28,659,441 +Null/Empty: empty_str:14,950,399 +String length avg: 239.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,247 (0.0%) + '[removed]': 408 (0.0%) + ' + +I think this is an important resource for every...': 5 (0.0%) + 'https://i.redd.it/smbwgnc6c5q51.jpg': 3 (0.0%) + 'https://www.reddit.com/r/LifeProTips/comments/j2wg...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 28,659,441/28,659,441 (100.0%) +Types: bool:28,659,441 +Booleans: true:25,595,731 (89.3%), false:3,063,710 (10.7%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 28,659,441/28,659,441 (100.0%) +Types: bool:28,659,441 +Booleans: true:167,725 (0.6%), false:28,491,716 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 28,659,441/28,659,441 (100.0%) +Types: bool:28,659,441 +Booleans: true:42,226 (0.1%), false:28,617,215 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 28,659,441/28,659,441 (100.0%) +Types: str:28,659,441 +String length avg: 11.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'de_aber_scheisse': 21 (0.0%) + 'AskReddit': 18 (0.0%) + 'memes': 12 (0.0%) + 'PlayboyOnReddit': 11 (0.0%) + 'GaySnapchat': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 28,659,441/28,659,441 (100.0%) +Types: str:28,659,441 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_34vw7o': 21 (0.0%) + 't5_2qh1i': 18 (0.0%) + 't5_2qjpg': 12 (0.0%) + 't5_2hvo1t': 11 (0.0%) + 't5_2yzi6': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 28,659,441/28,659,441 (100.0%) +Types: int:28,659,441 +Numeric values: 28,659,441 total +Numeric range: min:-1, max:36,413,853, avg:1730688.0 +Numeric std dev: 5735114.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 28,659,441/28,659,441 (100.0%) +Types: str:28,659,441 +String length avg: 6.1 +Unique strings tracked: 3 +String values distribution: + 'public': 25,329,419 (88.4%) + 'user': 1,822,372 (6.4%) + 'restricted': 1,507,650 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 28,659,441/28,659,441 (100.0%) +Types: NoneType:22,352,794, str:6,306,647 +Null/Empty: null:22,352,794 +String length avg: 4.6 +Unique strings tracked: 8 +String values distribution: + 'qa': 1,835,591 (29.1%) + 'confidence': 1,637,676 (26.0%) + 'new': 1,506,446 (23.9%) + 'top': 1,137,893 (18.0%) + 'old': 159,548 (2.5%) + 'controversial': 22,429 (0.4%) + 'live': 4,929 (0.1%) + 'random': 2,135 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 28,659,441/28,659,441 (100.0%) +Types: str:28,659,441 +String length avg: 24.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,014 (0.0%) + 'self': 877 (0.0%) + 'nsfw': 521 (0.0%) + 'image': 22 (0.0%) + 'https://b.thumbs.redditmedia.com/EEWnf-wNG2EHXc8NS...': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 28,659,441/28,659,441 (100.0%) +Types: int:18,414,318, NoneType:10,245,123 +Null/Empty: null:10,245,123 +Numeric values: 18,414,318 total +Numeric range: min:0, max:140, avg:115.5 +Numeric std dev: 28.0 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 28,659,441/28,659,441 (100.0%) +Types: int:18,414,318, NoneType:10,245,123 +Null/Empty: null:10,245,123 +Numeric values: 18,414,318 total +Numeric range: min:0, max:140, avg:139.7 +Numeric std dev: 4.5 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 28,659,441/28,659,441 (100.0%) +Types: str:28,659,441 +String length avg: 55.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Just a drip before the grand finale': 5 (0.0%) + 'Hot body full in fishnets': 4 (0.0%) + 'Freie Fahrt für freie Bürger!': 3 (0.0%) + 'Amazing': 3 (0.0%) + 'AIs from AI Dungeon 2 to sexy to funny and one bas...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 28,659,441/28,659,441 (100.0%) +Types: NoneType:28,657,894, str:1,547 +Null/Empty: null:28,657,894 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 1,547 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 28,659,441/28,659,441 (100.0%) +Types: int:28,659,441 +Numeric values: 28,659,441 total +Numeric range: min:0, max:7,026, avg:0.1 +Numeric std dev: 3.6 +Unique numbers tracked: 581 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 28,659,441/28,659,441 (100.0%) +Types: list:28,659,441 +Null/Empty: empty_arr:28,659,067 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 28,659,441/28,659,441 (100.0%) +Types: float:28,659,441 +Numeric values: 28,659,441 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 28,659,441/28,659,441 (100.0%) +Types: str:28,659,441 +String length avg: 62.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/weakdiligentkoi': 5 (0.0%) + 'https://redgifs.com/watch/jointharmlessbengaltiger': 4 (0.0%) + 'https://redgifs.com/watch/lefthonestglobefish': 3 (0.0%) + 'https://redgifs.com/watch/slowsecretcockroach': 3 (0.0%) + 'https://preview.redd.it/c2cqdcjtidq51.jpg?width=52...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 28,659,441/28,659,441 (100.0%) +Types: str:22,325,445, NoneType:6,333,996 +Null/Empty: null:6,333,996 +String length avg: 6.8 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 12,883,926 (57.7%) + 'no_ads': 7,101,529 (31.8%) + 'some_ads': 2,166,520 (9.7%) + 'promo_adult_nsfw': 172,970 (0.8%) + 'house_only': 461 (0.0%) + 'promo_all': 39 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 28,659,441/28,659,441 (100.0%) +Types: int:22,325,445, NoneType:6,333,996 +Null/Empty: null:6,333,996 +Numeric values: 22,325,445 total +Numeric range: min:0, max:7, avg:4.2 +Numeric std dev: 2.9 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 12,883,926 (57.7%) + 0: 7,101,529 (31.8%) + 7: 2,166,520 (9.7%) + 3: 172,970 (0.8%) + 1: 461 (0.0%) + 5: 39 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 20,476,077/28,659,441 (71.4%) +Types: list:20,476,077 +Null/Empty: empty_arr:18,998,307 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 20,476,077/28,659,441 (71.4%) +Types: str:20,476,077 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 18,998,307 (92.8%) + 'richtext': 1,477,770 (7.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 20,476,077/28,659,441 (71.4%) +Types: str:20,476,077 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_58fjw7ru': 21 (0.0%) + 't2_kjmjs': 19 (0.0%) + 't2_7f55i7qx': 18 (0.0%) + 't2_bcevk': 13 (0.0%) + 't2_5yrm9qlt': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 20,476,077/28,659,441 (71.4%) +Types: bool:20,476,077 +Booleans: true:0 (0.0%), false:20,476,077 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 20,476,077/28,659,441 (71.4%) +Types: bool:20,476,077 +Booleans: true:756,166 (3.7%), false:19,719,911 (96.3%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 18,947,905/28,659,441 (66.1%) +Types: str:18,947,905 +String length avg: 48.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/jointharmlessbengaltiger': 7 (0.0%) + 'https://i.redd.it/tmbtcnzbidq51.jpg': 7 (0.0%) + 'https://redgifs.com/watch/weakdiligentkoi': 6 (0.0%) + 'https://redgifs.com/watch/slowsecretcockroach': 5 (0.0%) + 'https://www.cbc.ca/news/canada/british-columbia/co...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 10,236,120/28,659,441 (35.7%) +Types: str:10,236,120 +String length avg: 5.6 +Unique strings tracked: 7 +String values distribution: + 'image': 5,571,030 (54.4%) + 'link': 2,371,259 (23.2%) + 'rich:video': 1,254,149 (12.3%) + 'self': 570,586 (5.6%) + 'hosted:video': 467,757 (4.6%) + 'gallery': 1,074 (0.0%) + 'video': 265 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 10,236,120/28,659,441 (35.7%) +Types: dict:10,236,120 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 8,463,931/28,659,441 (29.5%) +Types: str:8,463,931 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'bfd9ef96-a4cd-11e9-b616-0edd1ffd50a0': 11 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 8 (0.0%) + '86e87e96-ce66-11ea-b671-0eb29aef81b9': 8 (0.0%) + 'c586b3f8-a829-11e8-a989-0e2de87d12c0': 6 (0.0%) + '6d537b28-80a3-11e9-ad94-0eb2f94cca3a': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,747,444/28,659,441 (6.1%) +Types: str:1,747,444 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_j2xo8u': 50 (0.0%) + 't3_j2y1cf': 48 (0.0%) + 't3_j2xoj6': 36 (0.0%) + 't3_j2xxjs': 35 (0.0%) + 't3_j2y1t1': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,747,444/28,659,441 (6.1%) +Types: list:1,747,444 +Null/Empty: empty_arr:591,949 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 1,417,104/28,659,441 (4.9%) +Types: dict:859,910, NoneType:557,194 +Null/Empty: null:557,194 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 1,091,443/28,659,441 (3.8%) +Types: dict:647,307, NoneType:444,136 +Null/Empty: null:444,136 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 1,091,443/28,659,441 (3.8%) +Types: bool:1,091,443 +Booleans: true:1,091,443 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 170,286/28,659,441 (0.6%) +Types: dict:111,593, NoneType:58,693 +Null/Empty: null:58,693 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 100,857/28,659,441 (0.4%) +Types: bool:100,857 +Booleans: true:100,857 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 46,346/28,659,441 (0.2%) +Types: dict:46,346 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 23,561/28,659,441 (0.1%) +Types: NoneType:23,561 +Null/Empty: null:23,561 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 23,561/28,659,441 (0.1%) +Types: NoneType:23,561 +Null/Empty: null:23,561 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 23,561/28,659,441 (0.1%) +Types: str:23,370, NoneType:191 +Null/Empty: null:191 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_7gcui8wy': 96 (0.4%) + 't2_81kk2xiz': 88 (0.4%) + 't2_323i86et': 73 (0.3%) + 't2_7gxgz2ki': 72 (0.3%) + 't2_3t0c0wjq': 60 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 23,561/28,659,441 (0.1%) +Types: str:18,107, NoneType:5,454 +Null/Empty: null:5,454 +String length avg: 24.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://avengers.square-enix-games.com/en-us/buy-n...': 98 (0.5%) + 'WhatsHappensInAdOps.com': 69 (0.4%) + 'glossier.com': 66 (0.4%) + 'advertise.dealnews.com': 63 (0.3%) + 'Energizer.com': 57 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 23,561/28,659,441 (0.1%) +Types: NoneType:23,541, str:20 +Null/Empty: null:23,541 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'iframe': 13 (65.0%) + 'scrape': 7 (35.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 23,561/28,659,441 (0.1%) +Types: NoneType:23,541, str:20 +Null/Empty: null:23,541 +String length avg: 33.7 +Unique strings tracked: 7 +String values distribution: + 'https://d1rv9hk8pvw4g3.cloudfront.net': 7 (35.0%) + 'https://d15okhdghbfysy.cloudfront.net': 5 (25.0%) + 'http://twitch.tv/xfinity': 4 (20.0%) + 'https://www.twitch.tv/radioya': 1 (5.0%) + 'https://www.twitch.tv/noelmiller': 1 (5.0%) + 'http://d1rv9hk8pvw4g3.cloudfront.net': 1 (5.0%) + 'https://d3gd82zhqhbx6t.cloudfront.net': 1 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 23,561/28,659,441 (0.1%) +Types: list:23,561 +Null/Empty: empty_arr:23,561 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 23,561/28,659,441 (0.1%) +Types: list:23,561 +Null/Empty: empty_arr:23,561 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 23,561/28,659,441 (0.1%) +Types: str:23,561 +String length avg: 110.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://play.google.com/store/apps/details?id=com....': 57 (0.2%) + 'https://happensinadops.com/': 39 (0.2%) + 'https://apps.apple.com/us/app/romancing-saga-re-un...': 39 (0.2%) + 'https://www.amazondelivers.jobs/about/students?cmp...': 29 (0.1%) + 'https://www.amcplus.com/': 25 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 23,561/28,659,441 (0.1%) +Types: NoneType:23,561 +Null/Empty: null:23,561 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 23,561/28,659,441 (0.1%) +Types: NoneType:23,561 +Null/Empty: null:23,561 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 23,561/28,659,441 (0.1%) +Types: bool:23,561 +Booleans: true:0 (0.0%), false:23,561 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 23,561/28,659,441 (0.1%) +Types: str:23,561 +Null/Empty: empty_str:8,575 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/iEe6Le4VDGS3...': 28 (0.2%) + 'https://reddit-image.s3.amazonaws.com/UFB0Dc1hoL5k...': 20 (0.1%) + 'https://reddit-image.s3.amazonaws.com/tHpPLqYnpZRH...': 20 (0.1%) + 'https://reddit-image.s3.amazonaws.com/n58be7FxtkOI...': 16 (0.1%) + 'https://reddit-image.s3.amazonaws.com/QtS3foFgEULM...': 16 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 23,561/28,659,441 (0.1%) +Types: NoneType:23,561 +Null/Empty: null:23,561 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 23,561/28,659,441 (0.1%) +Types: dict:23,561 +Null/Empty: empty_obj:23,561 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 23,561/28,659,441 (0.1%) +Types: NoneType:23,561 +Null/Empty: null:23,561 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 23,561/28,659,441 (0.1%) +Types: bool:23,561 +Booleans: true:23,561 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 23,561/28,659,441 (0.1%) +Types: NoneType:23,561 +Null/Empty: null:23,561 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 23,561/28,659,441 (0.1%) +Types: NoneType:23,561 +Null/Empty: null:23,561 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 23,561/28,659,441 (0.1%) +Types: NoneType:23,561 +Null/Empty: null:23,561 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 23,561/28,659,441 (0.1%) +Types: bool:23,561 +Booleans: true:23,561 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 23,561/28,659,441 (0.1%) +Types: NoneType:23,561 +Null/Empty: null:23,561 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 23,561/28,659,441 (0.1%) +Types: list:23,561 +Null/Empty: empty_arr:23,561 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 23,561/28,659,441 (0.1%) +Types: NoneType:23,561 +Null/Empty: null:23,561 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 23,561/28,659,441 (0.1%) +Types: NoneType:23,561 +Null/Empty: null:23,561 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 21,449/28,659,441 (0.1%) +Types: str:21,449 +Null/Empty: empty_str:1 +String length avg: 8.7 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 7,704 (35.9%) + 'Shop Now': 4,792 (22.3%) + 'Sign Up': 2,419 (11.3%) + 'Download': 1,770 (8.3%) + 'View More': 1,104 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 6,120/28,659,441 (0.0%) +Types: list:6,120 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,448/28,659,441 (0.0%) +Types: float:1,448 +Numeric values: 1,448 total +Numeric range: min:1,588,395,600.0, max:1,634,673,600.0, avg:1603304776.0 +Numeric std dev: 2345399.9 +Unique numbers tracked: 920 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,448/28,659,441 (0.0%) +Types: bool:1,448 +Booleans: true:0 (0.0%), false:1,448 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,448/28,659,441 (0.0%) +Types: float:1,448 +Numeric values: 1,448 total +Numeric range: min:1,588,381,200.0, max:1,634,659,200.0, avg:1603237609.5 +Numeric std dev: 2341120.7 +Unique numbers tracked: 937 + +================================================================================ + +================================================================================ +FILE: RS_2020-11.jsonl +Analysis Time: 2026-01-15 19:06:56 +================================================================================ +Total lines: 28,002,626 +Processed lines: 28,002,626 +Total unique fields: 124 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 28,002,626/28,002,626 (100.0%) +Types: list:28,002,626 +Null/Empty: empty_arr:26,798,732 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 28,002,626/28,002,626 (100.0%) +Types: bool:28,002,626 +Booleans: true:1,215,867 (4.3%), false:26,786,759 (95.7%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 28,002,626/28,002,626 (100.0%) +Types: bool:28,002,626 +Booleans: true:27,978,368 (99.9%), false:24,258 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 28,002,626/28,002,626 (100.0%) +Types: str:28,002,626 +String length avg: 11.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 454 (0.0%) + 'sharewithme': 22 (0.0%) + 'AutoModerator': 13 (0.0%) + 'PlayboyOnReddit': 11 (0.0%) + 'HandsomeLamp543': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 28,002,626/28,002,626 (100.0%) +Types: int:19,866,803, NoneType:8,135,823 +Null/Empty: null:8,135,823 +Numeric values: 19,866,803 total +Numeric range: min:1,120,363,200, max:1,606,780,703, avg:1545065390.3 +Numeric std dev: 73576335.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 28,002,626/28,002,626 (100.0%) +Types: NoneType:18,069,435, str:9,933,191 +Null/Empty: null:18,069,435, empty_str:8,603,350 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 6,285 (0.5%) + '#dadada': 1,474 (0.1%) + '#edeff1': 1,425 (0.1%) + '#ea0027': 614 (0.0%) + '#ffd635': 450 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 28,002,626/28,002,626 (100.0%) +Types: NoneType:26,762,245, str:1,240,381 +Null/Empty: null:26,762,245, empty_str:119,951 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'team-harmony': 78 (0.0%) + 'default': 39 (0.0%) + 'defaultclass': 37 (0.0%) + 'green': 24 (0.0%) + 'White': 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 28,002,626/28,002,626 (100.0%) +Types: NoneType:26,075,255, str:1,927,371 +Null/Empty: null:26,075,255 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 30 (0.0%) + '6d903666-582c-11e9-abcf-0e5e9f22a72e': 14 (0.0%) + 'b1cbbea2-aa41-11e8-9885-0eca1008335e': 12 (0.0%) + 'f9cbecca-f6e5-11ea-aa66-0ece762bdfa7': 11 (0.0%) + 'd479911a-ee96-11e8-a1e5-0e928c379f44': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 28,002,626/28,002,626 (100.0%) +Types: NoneType:25,527,153, str:2,475,473 +Null/Empty: null:25,527,153, empty_str:186,812 +String length avg: 18.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'FC: <unknown> Trainer name: <unknown>': 24 (0.0%) + 'Official Bot': 14 (0.0%) + 'I'm new to the group. [VeRiFy Me]': 14 (0.0%) + ':doge: admin': 14 (0.0%) + 'Jinwoo’s ramen': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 28,002,626/28,002,626 (100.0%) +Types: NoneType:17,472,405, str:10,530,221 +Null/Empty: null:17,472,405, empty_str:63,648 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 10,025,902 (95.8%) + 'light': 440,671 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 28,002,626/28,002,626 (100.0%) +Types: bool:28,002,626 +Booleans: true:19,966,642 (71.3%), false:8,035,984 (28.7%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 28,002,626/28,002,626 (100.0%) +Types: NoneType:28,001,962, str:664 +Null/Empty: null:28,001,962, empty_str:17 +String length avg: 14.2 +Unique strings tracked: 11 +Top 5 string values: + 'drawing_and_painting': 305 (47.1%) + 'photography': 91 (14.1%) + 'animals': 77 (11.9%) + 'gaming': 74 (11.4%) + 'entertainment': 47 (7.3%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 28,002,626/28,002,626 (100.0%) +Types: NoneType:27,732,646, list:269,980 +Null/Empty: null:27,732,646 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 28,002,626/28,002,626 (100.0%) +Types: bool:28,002,626 +Booleans: true:11,774 (0.0%), false:27,990,852 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 28,002,626/28,002,626 (100.0%) +Types: int:28,002,626 +Numeric values: 28,002,626 total +Numeric range: min:1,604,188,800, max:1,606,780,799, avg:1605492562.1 +Numeric std dev: 747606.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 28,002,626/28,002,626 (100.0%) +Types: NoneType:27,872,704, str:129,922 +Null/Empty: null:27,872,704 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 129,922 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 28,002,626/28,002,626 (100.0%) +Types: NoneType:27,943,312, str:59,314 +Null/Empty: null:27,943,312 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 59,283 (99.9%) + 'admin': 31 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 28,002,626/28,002,626 (100.0%) +Types: str:28,002,626 +String length avg: 12.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 1,272 (0.0%) + 'reddit.com': 179 (0.0%) + 'i.imgur.com': 147 (0.0%) + 'v.redd.it': 104 (0.0%) + 'redgifs.com': 87 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 28,002,626/28,002,626 (100.0%) +Types: bool:27,322,690, float:679,936 +Booleans: true:0 (0.0%), false:27,322,690 (100.0%) +Numeric values: 679,936 total +Numeric range: min:1,604,189,038.0, max:1,623,078,380.0, avg:1605782880.8 +Numeric std dev: 1577055.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 28,002,626/28,002,626 (100.0%) +Types: int:28,002,626 +Numeric values: 28,002,626 total +Numeric range: min:0, max:463, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 43 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 28,002,626/28,002,626 (100.0%) +Types: dict:28,002,626 +Null/Empty: empty_obj:27,584,470 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 28,002,626/28,002,626 (100.0%) +Types: bool:28,002,626 +Booleans: true:0 (0.0%), false:28,002,626 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 28,002,626/28,002,626 (100.0%) +Types: bool:28,002,626 +Booleans: true:12,456 (0.0%), false:27,990,170 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 28,002,626/28,002,626 (100.0%) +Types: str:28,002,626 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'j083ok': 1 (0.0%) + 'ja40tv': 1 (0.0%) + 'jiynb6': 1 (0.0%) + 'jlqcwf': 1 (0.0%) + 'jlqr09': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 28,002,626/28,002,626 (100.0%) +Types: bool:28,002,626 +Booleans: true:24,258 (0.1%), false:27,978,368 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 28,002,626/28,002,626 (100.0%) +Types: bool:28,002,626 +Booleans: true:15,710,266 (56.1%), false:12,292,360 (43.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 28,002,626/28,002,626 (100.0%) +Types: bool:28,002,626 +Booleans: true:54 (0.0%), false:28,002,572 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 28,002,626/28,002,626 (100.0%) +Types: bool:28,002,626 +Booleans: true:164,419 (0.6%), false:27,838,207 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 28,002,626/28,002,626 (100.0%) +Types: bool:28,002,626 +Booleans: true:10,014,455 (35.8%), false:17,988,171 (64.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 28,002,626/28,002,626 (100.0%) +Types: bool:28,002,626 +Booleans: true:15,749,344 (56.2%), false:12,253,282 (43.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 28,002,626/28,002,626 (100.0%) +Types: bool:28,002,626 +Booleans: true:9,633,622 (34.4%), false:18,369,004 (65.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 28,002,626/28,002,626 (100.0%) +Types: bool:28,002,626 +Booleans: true:796,475 (2.8%), false:27,206,151 (97.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 28,002,626/28,002,626 (100.0%) +Types: str:28,002,626 +Null/Empty: empty_str:21,791,306 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 691 (0.0%) + '#ea0027': 391 (0.0%) + '#0079d3': 357 (0.0%) + '#ffd635': 290 (0.0%) + '#373c3f': 278 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 28,002,626/28,002,626 (100.0%) +Types: NoneType:18,852,939, str:9,149,687 +Null/Empty: null:18,852,939, empty_str:4,455,947 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'question': 142 (0.0%) + 'discussion': 128 (0.0%) + 'blue': 51 (0.0%) + 'other': 49 (0.0%) + 'video': 47 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 28,002,626/28,002,626 (100.0%) +Types: list:28,002,626 +Null/Empty: empty_arr:22,855,417 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 28,002,626/28,002,626 (100.0%) +Types: NoneType:18,454,818, str:9,547,808 +Null/Empty: null:18,454,818, empty_str:981 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Question': 70 (0.0%) + 'Discussion': 63 (0.0%) + 'Meme': 34 (0.0%) + 'Humor': 26 (0.0%) + 'Image': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 28,002,626/28,002,626 (100.0%) +Types: str:28,002,626 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 24,469,628 (87.4%) + 'light': 3,532,998 (12.6%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 28,002,626/28,002,626 (100.0%) +Types: str:28,002,626 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 22,855,417 (81.6%) + 'richtext': 5,147,209 (18.4%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 28,002,626/28,002,626 (100.0%) +Types: bool:28,002,626 +Booleans: true:602,705 (2.2%), false:27,399,921 (97.8%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 28,002,626/28,002,626 (100.0%) +Types: NoneType:24,636,907, dict:3,365,719 +Null/Empty: null:24,636,907 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 28,002,626/28,002,626 (100.0%) +Types: dict:28,002,626 +Null/Empty: empty_obj:25,431,657 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 28,002,626/28,002,626 (100.0%) +Types: bool:28,002,626 +Booleans: true:426 (0.0%), false:28,002,200 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 28,002,626/28,002,626 (100.0%) +Types: str:28,002,626 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_j083ok': 1 (0.0%) + 't3_ja40tv': 1 (0.0%) + 't3_jiynb6': 1 (0.0%) + 't3_jlqcwf': 1 (0.0%) + 't3_jlqr09': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 28,002,626/28,002,626 (100.0%) +Types: bool:28,002,626 +Booleans: true:13,022,781 (46.5%), false:14,979,845 (53.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 28,002,626/28,002,626 (100.0%) +Types: int:28,002,626 +Numeric values: 28,002,626 total +Numeric range: min:0, max:100,001, avg:6.3 +Numeric std dev: 110.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 28,002,626/28,002,626 (100.0%) +Types: int:28,002,626 +Numeric values: 28,002,626 total +Numeric range: min:0, max:2,446, avg:0.0 +Numeric std dev: 0.9 +Unique numbers tracked: 149 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 28,002,626/28,002,626 (100.0%) +Types: bool:28,002,626 +Booleans: true:7,533,428 (26.9%), false:20,469,198 (73.1%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 28,002,626/28,002,626 (100.0%) +Types: str:21,619,473, NoneType:6,383,153 +Null/Empty: null:6,383,153 +String length avg: 6.8 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 12,395,891 (57.3%) + 'no_ads': 7,058,646 (32.6%) + 'some_ads': 2,112,577 (9.8%) + 'promo_adult_nsfw': 51,824 (0.2%) + 'house_only': 486 (0.0%) + 'promo_all': 49 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 28,002,626/28,002,626 (100.0%) +Types: str:28,002,626 +String length avg: 65.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Cookierun/comments/j083ok/monthly_friend_and_gu...': 1 (0.0%) + '/r/fatlogic/comments/ja40tv/halloween_selfie_satur...': 1 (0.0%) + '/r/disslereddit/comments/jiynb6/dissle_hotfix_6/': 1 (0.0%) + '/r/CleanLivingKings/comments/jlqcwf/no_nut_novembe...': 1 (0.0%) + '/r/Ben10/comments/jlqr09/november_alien_of_the_mon...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 28,002,626/28,002,626 (100.0%) +Types: bool:28,002,626 +Booleans: true:0 (0.0%), false:28,002,626 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 28,002,626/28,002,626 (100.0%) +Types: int:21,619,473, NoneType:6,383,153 +Null/Empty: null:6,383,153 +Numeric values: 21,619,473 total +Numeric range: min:0, max:7, avg:4.1 +Numeric std dev: 2.9 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 12,395,891 (57.3%) + 0: 7,058,646 (32.6%) + 7: 2,112,577 (9.8%) + 3: 51,824 (0.2%) + 1: 486 (0.0%) + 5: 49 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 28,002,626/28,002,626 (100.0%) +Types: bool:28,002,626 +Booleans: true:0 (0.0%), false:28,002,626 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 28,002,626/28,002,626 (100.0%) +Types: NoneType:15,740,695, str:12,261,931 +Null/Empty: null:15,740,695 +String length avg: 7.4 +Unique strings tracked: 9 +String values distribution: + 'deleted': 7,309,413 (59.6%) + 'moderator': 3,128,633 (25.5%) + 'reddit': 1,704,052 (13.9%) + 'automod_filtered': 82,247 (0.7%) + 'author': 22,099 (0.2%) + 'copyright_takedown': 13,776 (0.1%) + 'anti_evil_ops': 981 (0.0%) + 'content_takedown': 638 (0.0%) + 'community_ops': 92 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 28,002,626/28,002,626 (100.0%) +Types: int:28,002,626 +Numeric values: 28,002,626 total +Numeric range: min:1,622,848,427, max:1,623,813,330, avg:1623073247.3 +Numeric std dev: 16456.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 28,002,626/28,002,626 (100.0%) +Types: int:28,002,626 +Numeric values: 28,002,626 total +Numeric range: min:0, max:365,124, avg:88.9 +Numeric std dev: 1299.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 28,002,626/28,002,626 (100.0%) +Types: NoneType:24,636,907, dict:3,365,719 +Null/Empty: null:24,636,907 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 28,002,626/28,002,626 (100.0%) +Types: dict:28,002,626 +Null/Empty: empty_obj:25,431,657 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 28,002,626/28,002,626 (100.0%) +Types: str:28,002,626 +Null/Empty: empty_str:14,400,907 +String length avg: 240.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,325 (0.0%) + '[removed]': 469 (0.0%) + 'https://www.reddit.com/r/LifeProTips/comments/jlrt...': 3 (0.0%) + 'bola translates to ball + +–––––––––––– + +See previou...': 3 (0.0%) + 'Hey Everyone! Hope you are well +To begin with, sor...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 28,002,626/28,002,626 (100.0%) +Types: bool:28,002,626 +Booleans: true:25,412,139 (90.7%), false:2,590,487 (9.3%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 28,002,626/28,002,626 (100.0%) +Types: bool:28,002,626 +Booleans: true:173,791 (0.6%), false:27,828,835 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 28,002,626/28,002,626 (100.0%) +Types: bool:28,002,626 +Booleans: true:43,507 (0.2%), false:27,959,119 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 28,002,626/28,002,626 (100.0%) +Types: str:28,002,626 +String length avg: 11.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 26 (0.0%) + 'nonutnovember': 22 (0.0%) + 'memes': 18 (0.0%) + 'PlayboyOnReddit': 11 (0.0%) + 'teenagers': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 28,002,626/28,002,626 (100.0%) +Types: str:28,002,626 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 26 (0.0%) + 't5_3pnv2': 22 (0.0%) + 't5_2qjpg': 18 (0.0%) + 't5_2hvo1t': 11 (0.0%) + 't5_2rjli': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 28,002,626/28,002,626 (100.0%) +Types: int:28,002,626 +Numeric values: 28,002,626 total +Numeric range: min:0, max:36,419,130, avg:1683980.5 +Numeric std dev: 5636219.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 28,002,626/28,002,626 (100.0%) +Types: str:28,002,626 +String length avg: 6.1 +Unique strings tracked: 5 +String values distribution: + 'public': 24,867,220 (88.8%) + 'user': 1,692,463 (6.0%) + 'restricted': 1,442,940 (5.2%) + 'gold_restricted': 2 (0.0%) + 'private': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 28,002,626/28,002,626 (100.0%) +Types: NoneType:21,916,112, str:6,086,514 +Null/Empty: null:21,916,112 +String length avg: 4.6 +Unique strings tracked: 8 +String values distribution: + 'qa': 1,705,810 (28.0%) + 'confidence': 1,641,023 (27.0%) + 'new': 1,531,002 (25.2%) + 'top': 1,036,110 (17.0%) + 'old': 151,954 (2.5%) + 'controversial': 13,541 (0.2%) + 'live': 4,987 (0.1%) + 'random': 2,087 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 28,002,626/28,002,626 (100.0%) +Types: str:28,002,626 +String length avg: 24.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,661 (0.0%) + 'self': 684 (0.0%) + 'nsfw': 464 (0.0%) + 'image': 35 (0.0%) + 'spoiler': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 28,002,626/28,002,626 (100.0%) +Types: int:17,838,600, NoneType:10,164,026 +Null/Empty: null:10,164,026 +Numeric values: 17,838,600 total +Numeric range: min:0, max:140, avg:116.2 +Numeric std dev: 27.8 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 28,002,626/28,002,626 (100.0%) +Types: int:17,838,600, NoneType:10,164,026 +Null/Empty: null:10,164,026 +Numeric values: 17,838,600 total +Numeric range: min:0, max:140, avg:139.7 +Numeric std dev: 4.4 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 28,002,626/28,002,626 (100.0%) +Types: str:28,002,626 +String length avg: 55.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'A load on her huge ass': 5 (0.0%) + 'It's that time of the year again': 4 (0.0%) + 'Aria Banks and Jason Moody': 3 (0.0%) + 'Nutcracker Challenge: Blob-Free WiFi & BLE | P...': 3 (0.0%) + 'Long week , anyone wanna help me out with this ?': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 28,002,626/28,002,626 (100.0%) +Types: NoneType:28,001,142, str:1,484 +Null/Empty: null:28,001,142 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 1,484 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 28,002,626/28,002,626 (100.0%) +Types: int:28,002,626 +Numeric values: 28,002,626 total +Numeric range: min:0, max:11,523, avg:0.1 +Numeric std dev: 4.8 +Unique numbers tracked: 597 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 28,002,626/28,002,626 (100.0%) +Types: list:28,002,626 +Null/Empty: empty_arr:28,002,235 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 28,002,626/28,002,626 (100.0%) +Types: float:28,002,626 +Numeric values: 28,002,626 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 28,002,626/28,002,626 (100.0%) +Types: str:28,002,626 +String length avg: 61.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/secondaryadolescentafric...': 4 (0.0%) + 'https://redgifs.com/watch/selfreliantclevercheetah': 3 (0.0%) + 'https://www.pine64.org/2020/10/28/nutcracker-chall...': 3 (0.0%) + 'https://i.imgur.com/TJhSENi.jpg': 3 (0.0%) + 'https://ginseng-t.com': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 28,002,626/28,002,626 (100.0%) +Types: str:21,619,449, NoneType:6,383,177 +Null/Empty: null:6,383,177 +String length avg: 6.8 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 12,321,619 (57.0%) + 'no_ads': 7,058,622 (32.6%) + 'some_ads': 2,068,184 (9.6%) + 'promo_adult_nsfw': 170,489 (0.8%) + 'house_only': 486 (0.0%) + 'promo_all': 49 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 28,002,626/28,002,626 (100.0%) +Types: int:21,619,449, NoneType:6,383,177 +Null/Empty: null:6,383,177 +Numeric values: 21,619,449 total +Numeric range: min:0, max:7, avg:4.1 +Numeric std dev: 2.9 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 12,321,619 (57.0%) + 0: 7,058,622 (32.6%) + 7: 2,068,184 (9.6%) + 3: 170,489 (0.8%) + 1: 486 (0.0%) + 5: 49 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 19,966,642/28,002,626 (71.3%) +Types: list:19,966,642 +Null/Empty: empty_arr:18,525,514 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 19,966,642/28,002,626 (71.3%) +Types: str:19,966,642 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 18,525,514 (92.8%) + 'richtext': 1,441,128 (7.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 19,966,642/28,002,626 (71.3%) +Types: str:19,966,642 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_bcevk': 22 (0.0%) + 't2_6l4z3': 13 (0.0%) + 't2_5yrm9qlt': 11 (0.0%) + 't2_k7xip': 11 (0.0%) + 't2_7egol754': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 19,966,642/28,002,626 (71.3%) +Types: bool:19,966,642 +Booleans: true:0 (0.0%), false:19,966,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 19,966,642/28,002,626 (71.3%) +Types: bool:19,966,642 +Booleans: true:760,812 (3.8%), false:19,205,830 (96.2%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 18,369,004/28,002,626 (65.6%) +Types: str:18,369,004 +String length avg: 47.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/secondaryadolescentafric...': 7 (0.0%) + 'https://i.imgur.com/TJhSENi.jpg': 6 (0.0%) + 'https://www.pine64.org/2020/10/28/nutcracker-chall...': 4 (0.0%) + 'https://redgifs.com/watch/colorfulsomberbaboon': 4 (0.0%) + 'https://buzzvitals.com/blogs/new-blog/blog': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 9,860,840/28,002,626 (35.2%) +Types: str:9,860,840 +String length avg: 5.6 +Unique strings tracked: 7 +String values distribution: + 'image': 5,455,401 (55.3%) + 'link': 2,208,268 (22.4%) + 'rich:video': 1,137,420 (11.5%) + 'self': 582,176 (5.9%) + 'hosted:video': 476,516 (4.8%) + 'gallery': 978 (0.0%) + 'video': 81 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 9,860,840/28,002,626 (35.2%) +Types: dict:9,860,840 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 8,377,574/28,002,626 (29.9%) +Types: str:8,377,574 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 11 (0.0%) + 'c586b3f8-a829-11e8-a989-0e2de87d12c0': 10 (0.0%) + '855d88d0-845f-11e3-8645-12313d18400c': 9 (0.0%) + '8c8375a8-1cfd-11e3-9c6e-12313d096169': 7 (0.0%) + '1facc164-eb65-11e8-a742-0e7a326ec9ac': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,577,520/28,002,626 (5.6%) +Types: str:1,577,520 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_jlsf1y': 73 (0.0%) + 't3_jlt881': 32 (0.0%) + 't3_jlt50e': 28 (0.0%) + 't3_jltdfq': 27 (0.0%) + 't3_jlsgi5': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,577,520/28,002,626 (5.6%) +Types: list:1,577,520 +Null/Empty: empty_arr:422,423 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 1,469,736/28,002,626 (5.2%) +Types: dict:885,712, NoneType:584,024 +Null/Empty: null:584,024, empty_obj:1 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 1,162,529/28,002,626 (4.2%) +Types: dict:684,319, NoneType:478,210 +Null/Empty: null:478,210 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 1,162,529/28,002,626 (4.2%) +Types: bool:1,162,529 +Booleans: true:1,162,529 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 176,397/28,002,626 (0.6%) +Types: dict:116,696, NoneType:59,701 +Null/Empty: null:59,701 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 73,638/28,002,626 (0.3%) +Types: bool:73,638 +Booleans: true:73,638 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 49,047/28,002,626 (0.2%) +Types: dict:49,047 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 24,258/28,002,626 (0.1%) +Types: NoneType:24,258 +Null/Empty: null:24,258 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 24,258/28,002,626 (0.1%) +Types: NoneType:24,258 +Null/Empty: null:24,258 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 24,258/28,002,626 (0.1%) +Types: str:24,091, NoneType:167 +Null/Empty: null:167 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_12pg61': 168 (0.7%) + 't2_3n6m8a4q': 94 (0.4%) + 't2_1ac96naq': 84 (0.3%) + 't2_4lq5l74u': 73 (0.3%) + 't2_6h9twjwu': 72 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 24,258/28,002,626 (0.1%) +Types: str:18,661, NoneType:5,597 +Null/Empty: null:5,597 +String length avg: 23.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'amazon.com': 177 (0.9%) + 'play.google.com': 98 (0.5%) + 'plarium.com': 84 (0.5%) + 'logistics.amazon.com': 72 (0.4%) + 'microsoft.com/resilience': 68 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 24,258/28,002,626 (0.1%) +Types: NoneType:24,252, str:6 +Null/Empty: null:24,252 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'iframe': 6 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 24,258/28,002,626 (0.1%) +Types: NoneType:24,252, str:6 +Null/Empty: null:24,252 +String length avg: 42.7 +Unique strings tracked: 3 +String values distribution: + 'https://d1rh0tpnzfmtbv.cloudfront.net': 4 (66.7%) + 'https://d3gd82zhqhbx6t.cloudfront.net/': 1 (16.7%) + 'https://army-career-match-stage.s3-us-west-2.amazo...': 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 24,258/28,002,626 (0.1%) +Types: list:24,258 +Null/Empty: empty_arr:24,258 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 24,258/28,002,626 (0.1%) +Types: list:24,258 +Null/Empty: empty_arr:24,258 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 24,258/28,002,626 (0.1%) +Types: str:24,258 +String length avg: 116.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://apps.apple.com/us/app/fidelity-spire-save-...': 27 (0.1%) + 'https://www.ridecarbo.com': 19 (0.1%) + 'https://preyproject.com/pricing/?utm_source=Reddit...': 16 (0.1%) + 'https://plarium.com/landings/en/desktop/raid/drago...': 12 (0.0%) + 'https://play.google.com/store/apps/details?id=com....': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 24,258/28,002,626 (0.1%) +Types: NoneType:24,258 +Null/Empty: null:24,258 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 24,258/28,002,626 (0.1%) +Types: NoneType:24,258 +Null/Empty: null:24,258 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 24,258/28,002,626 (0.1%) +Types: bool:24,258 +Booleans: true:0 (0.0%), false:24,258 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 24,258/28,002,626 (0.1%) +Types: str:24,258 +Null/Empty: empty_str:7,633 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/sduEBkr2p0fE...': 17 (0.1%) + 'https://reddit-image.s3.amazonaws.com/hV0Z0TLqkjfC...': 13 (0.1%) + 'https://reddit-image.s3.amazonaws.com/xLg81ZdvJNQi...': 10 (0.1%) + 'https://reddit-image.s3.amazonaws.com/s1nnPjLFVp5l...': 10 (0.1%) + 'https://reddit-image.s3.amazonaws.com/l3FLCgCVgoJM...': 9 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 24,258/28,002,626 (0.1%) +Types: NoneType:24,258 +Null/Empty: null:24,258 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 24,258/28,002,626 (0.1%) +Types: dict:24,258 +Null/Empty: empty_obj:24,258 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 24,258/28,002,626 (0.1%) +Types: NoneType:24,258 +Null/Empty: null:24,258 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 24,258/28,002,626 (0.1%) +Types: bool:24,258 +Booleans: true:24,258 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 24,258/28,002,626 (0.1%) +Types: NoneType:24,258 +Null/Empty: null:24,258 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 24,258/28,002,626 (0.1%) +Types: NoneType:24,258 +Null/Empty: null:24,258 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 24,258/28,002,626 (0.1%) +Types: NoneType:24,258 +Null/Empty: null:24,258 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 24,258/28,002,626 (0.1%) +Types: bool:24,258 +Booleans: true:24,258 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 24,258/28,002,626 (0.1%) +Types: NoneType:24,258 +Null/Empty: null:24,258 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 24,258/28,002,626 (0.1%) +Types: list:24,258 +Null/Empty: empty_arr:24,258 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 24,258/28,002,626 (0.1%) +Types: NoneType:24,258 +Null/Empty: null:24,258 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 24,258/28,002,626 (0.1%) +Types: NoneType:24,258 +Null/Empty: null:24,258 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 22,348/28,002,626 (0.1%) +Types: str:22,348 +Null/Empty: empty_str:2 +String length avg: 8.7 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 7,906 (35.4%) + 'Shop Now': 5,957 (26.7%) + 'Download': 2,109 (9.4%) + 'Sign Up': 1,999 (8.9%) + 'Install': 1,101 (4.9%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 6,294/28,002,626 (0.0%) +Types: list:6,294 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,312/28,002,626 (0.0%) +Types: float:1,312 +Numeric values: 1,312 total +Numeric range: min:1,604,206,800.0, max:10,444,831,200.0, avg:1613400245.3 +Numeric std dev: 245316402.1 +Unique numbers tracked: 831 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,312/28,002,626 (0.0%) +Types: bool:1,312 +Booleans: true:0 (0.0%), false:1,312 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,312/28,002,626 (0.0%) +Types: float:1,312 +Numeric values: 1,312 total +Numeric range: min:1,604,192,400.0, max:10,444,816,800.0, avg:1613347221.7 +Numeric std dev: 245319274.9 +Unique numbers tracked: 853 + +================================================================================ + +================================================================================ +FILE: RS_2020-12.jsonl +PATH: /mnt/test/decompressed/submissions/2020/RS_2020-12.jsonl +Analysis Time: 2026-01-16 04:34:28 +================================================================================ +Processed lines: 29,695,450 +Total unique fields: 124 +Max unique values tracked per field: 1,000 +Sample size: 29,695,450 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 29,695,450/29,695,450 (100.0%) +Types: list:29,695,450 +Null/Empty: empty_arr:28,154,719 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 29,695,450/29,695,450 (100.0%) +Types: bool:29,695,450 +Booleans: true:1,250,440 (4.2%), false:28,445,010 (95.8%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 29,695,450/29,695,450 (100.0%) +Types: bool:29,695,450 +Booleans: true:8,841,996 (29.8%), false:20,853,454 (70.2%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 29,695,450/29,695,450 (100.0%) +Types: str:29,695,450 +String length avg: 11.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 414 (0.0%) + 'InspirobotBot': 38 (0.0%) + 'AutoModerator': 17 (0.0%) + 'sharewithme': 14 (0.0%) + 'lopurtedsa': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 29,695,450/29,695,450 (100.0%) +Types: int:21,259,135, NoneType:8,436,315 +Null/Empty: null:8,436,315 +Numeric values: 21,259,135 total +Numeric range: min:1,120,363,200, max:1,609,459,065, avg:1549015092.6 +Numeric std dev: 73365765.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 29,695,450/29,695,450 (100.0%) +Types: NoneType:19,198,448, str:10,497,002 +Null/Empty: null:19,198,448, empty_str:8,882,980 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#373c3f': 12,466 (0.8%) + 'transparent': 6,646 (0.4%) + '#dadada': 1,370 (0.1%) + '#edeff1': 1,256 (0.1%) + '#ea0027': 531 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 29,695,450/29,695,450 (100.0%) +Types: NoneType:28,425,124, str:1,270,326 +Null/Empty: null:28,425,124, empty_str:118,218 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'team-harmony': 112 (0.0%) + 'defaultclass': 50 (0.0%) + 'White': 47 (0.0%) + 'green': 46 (0.0%) + 'default': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 29,695,450/29,695,450 (100.0%) +Types: NoneType:27,457,825, str:2,237,625 +Null/Empty: null:27,457,825 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'cc81550e-3333-11eb-baac-0e013f8c371f': 529 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 44 (0.0%) + '3a12227e-3343-11eb-8530-0ea93497311b': 21 (0.0%) + '9811a942-f7ec-11e8-ba86-0e2871aefb54': 12 (0.0%) + 'd2d5a8fa-2c95-11eb-af63-0ef2ad7832fd': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 29,695,450/29,695,450 (100.0%) +Types: NoneType:26,914,337, str:2,781,113 +Null/Empty: null:26,914,337, empty_str:184,454 +String length avg: 19.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'what if humans are just bots who create bots?': 411 (0.0%) + 'FC: <unknown> Trainer name: <unknown>': 33 (0.0%) + 'bot': 23 (0.0%) + 'DiamondNoNutter 2020 :diamondnut18:': 18 (0.0%) + 'bot.': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 29,695,450/29,695,450 (100.0%) +Types: NoneType:18,575,012, str:11,120,438 +Null/Empty: null:18,575,012, empty_str:61,228 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 10,388,847 (93.9%) + 'light': 670,363 (6.1%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 29,695,450/29,695,450 (100.0%) +Types: bool:29,695,450 +Booleans: true:21,376,444 (72.0%), false:8,319,006 (28.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 29,695,450/29,695,450 (100.0%) +Types: NoneType:29,694,692, str:758 +Null/Empty: null:29,694,692, empty_str:34 +String length avg: 14.5 +Unique strings tracked: 11 +Top 5 string values: + 'drawing_and_painting': 340 (47.0%) + 'photography': 107 (14.8%) + 'animals': 86 (11.9%) + 'gaming': 66 (9.1%) + 'entertainment': 58 (8.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 29,695,450/29,695,450 (100.0%) +Types: NoneType:29,409,628, list:285,822 +Null/Empty: null:29,409,628 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 29,695,450/29,695,450 (100.0%) +Types: bool:29,695,450 +Booleans: true:16,011 (0.1%), false:29,679,439 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 29,695,450/29,695,450 (100.0%) +Types: int:29,695,450 +Numeric values: 29,695,450 total +Numeric range: min:1,606,780,800, max:1,609,459,199, avg:1608105250.7 +Numeric std dev: 774336.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 29,695,450/29,695,450 (100.0%) +Types: NoneType:29,559,285, str:136,165 +Null/Empty: null:29,559,285 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 136,165 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 29,695,450/29,695,450 (100.0%) +Types: NoneType:29,637,015, str:58,435 +Null/Empty: null:29,637,015 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 58,363 (99.9%) + 'admin': 72 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 29,695,450/29,695,450 (100.0%) +Types: str:29,695,450 +Null/Empty: empty_str:27 +String length avg: 12.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 955 (0.0%) + 'reddit.com': 151 (0.0%) + 'youtube.com': 119 (0.0%) + 'i.imgur.com': 106 (0.0%) + 'redgifs.com': 95 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 29,695,450/29,695,450 (100.0%) +Types: bool:28,982,917, float:712,533 +Booleans: true:0 (0.0%), false:28,982,917 (100.0%) +Numeric values: 712,533 total +Numeric range: min:1,606,781,051.0, max:1,623,620,271.0, avg:1608341167.6 +Numeric std dev: 1444367.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 29,695,450/29,695,450 (100.0%) +Types: int:29,695,450 +Numeric values: 29,695,450 total +Numeric range: min:0, max:100, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 37 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 29,695,450/29,695,450 (100.0%) +Types: dict:29,695,450 +Null/Empty: empty_obj:29,140,664 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 29,695,450/29,695,450 (100.0%) +Types: bool:29,695,450 +Booleans: true:0 (0.0%), false:29,695,450 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 29,695,450/29,695,450 (100.0%) +Types: bool:29,695,450 +Booleans: true:10,832 (0.0%), false:29,684,618 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 29,695,450/29,695,450 (100.0%) +Types: str:29,695,450 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'j08bcm': 1 (0.0%) + 'jk3lbh': 1 (0.0%) + 'jwl1gg': 1 (0.0%) + 'jyc1pb': 1 (0.0%) + 'jzzw6o': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 29,695,450/29,695,450 (100.0%) +Types: bool:29,695,450 +Booleans: true:22,202 (0.1%), false:29,673,248 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 29,695,450/29,695,450 (100.0%) +Types: bool:29,695,450 +Booleans: true:16,923,506 (57.0%), false:12,771,944 (43.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 29,695,450/29,695,450 (100.0%) +Types: bool:29,695,450 +Booleans: true:45 (0.0%), false:29,695,405 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 29,695,450/29,695,450 (100.0%) +Types: bool:29,695,450 +Booleans: true:174,318 (0.6%), false:29,521,132 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 29,695,450/29,695,450 (100.0%) +Types: bool:29,695,450 +Booleans: true:10,840,623 (36.5%), false:18,854,827 (63.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 29,695,450/29,695,450 (100.0%) +Types: bool:29,695,450 +Booleans: true:16,961,523 (57.1%), false:12,733,927 (42.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 29,695,450/29,695,450 (100.0%) +Types: bool:29,695,450 +Booleans: true:9,930,389 (33.4%), false:19,765,061 (66.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 29,695,450/29,695,450 (100.0%) +Types: bool:29,695,450 +Booleans: true:854,079 (2.9%), false:28,841,371 (97.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 29,695,450/29,695,450 (100.0%) +Types: str:29,695,450 +Null/Empty: empty_str:23,168,663 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 556 (0.0%) + '#ea0027': 403 (0.0%) + '#0079d3': 298 (0.0%) + '#ffd635': 270 (0.0%) + '#46d160': 254 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 29,695,450/29,695,450 (100.0%) +Types: NoneType:20,127,389, str:9,568,061 +Null/Empty: null:20,127,389, empty_str:4,645,541 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 142 (0.0%) + 'question': 138 (0.0%) + 'meme': 60 (0.0%) + 'blue': 55 (0.0%) + 'red': 39 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 29,695,450/29,695,450 (100.0%) +Types: list:29,695,450 +Null/Empty: empty_arr:24,334,452 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 29,695,450/29,695,450 (100.0%) +Types: NoneType:19,705,681, str:9,989,769 +Null/Empty: null:19,705,681, empty_str:1,232 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Question': 80 (0.0%) + 'Discussion': 75 (0.0%) + 'Meme': 34 (0.0%) + 'Other': 17 (0.0%) + 'Image': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 29,695,450/29,695,450 (100.0%) +Types: str:29,695,450 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 25,913,064 (87.3%) + 'light': 3,782,386 (12.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 29,695,450/29,695,450 (100.0%) +Types: str:29,695,450 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 24,334,452 (81.9%) + 'richtext': 5,360,998 (18.1%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 29,695,450/29,695,450 (100.0%) +Types: bool:29,695,450 +Booleans: true:597,447 (2.0%), false:29,098,003 (98.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 29,695,450/29,695,450 (100.0%) +Types: NoneType:26,156,915, dict:3,538,535 +Null/Empty: null:26,156,915 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 29,695,450/29,695,450 (100.0%) +Types: dict:29,695,450 +Null/Empty: empty_obj:27,007,398 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 29,695,450/29,695,450 (100.0%) +Types: bool:29,695,450 +Booleans: true:521 (0.0%), false:29,694,929 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 29,695,450/29,695,450 (100.0%) +Types: str:29,695,450 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_j08bcm': 1 (0.0%) + 't3_jk3lbh': 1 (0.0%) + 't3_jwl1gg': 1 (0.0%) + 't3_jyc1pb': 1 (0.0%) + 't3_jzzw6o': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 29,695,450/29,695,450 (100.0%) +Types: bool:29,695,450 +Booleans: true:13,777,050 (46.4%), false:15,918,400 (53.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 29,695,450/29,695,450 (100.0%) +Types: int:29,695,450 +Numeric values: 29,695,450 total +Numeric range: min:0, max:100,001, avg:6.1 +Numeric std dev: 84.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 29,695,450/29,695,450 (100.0%) +Types: int:29,695,450 +Numeric values: 29,695,450 total +Numeric range: min:0, max:748, avg:0.0 +Numeric std dev: 0.7 +Unique numbers tracked: 166 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 29,695,450/29,695,450 (100.0%) +Types: bool:29,695,450 +Booleans: true:8,358,427 (28.1%), false:21,337,023 (71.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 29,695,450/29,695,450 (100.0%) +Types: str:22,291,886, NoneType:7,403,564 +Null/Empty: null:7,403,564 +String length avg: 6.8 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 12,765,535 (57.3%) + 'no_ads': 7,386,616 (33.1%) + 'some_ads': 2,084,335 (9.4%) + 'promo_adult_nsfw': 54,800 (0.2%) + 'house_only': 543 (0.0%) + 'promo_all': 57 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 29,695,450/29,695,450 (100.0%) +Types: str:29,695,450 +String length avg: 65.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Cookierun/comments/j08bcm/monthly_friend_and_gu...': 1 (0.0%) + '/r/disneyemojiblitz/comments/jk3lbh/food_fight_eve...': 1 (0.0%) + '/r/whynottho/comments/jwl1gg/welcome_to_no_post_de...': 1 (0.0%) + '/r/OverlookBayTradingRB/comments/jyc1pb/christmas_...': 1 (0.0%) + '/r/JLeague/comments/jzzw6o/prelivepost_match_threa...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 29,695,450/29,695,450 (100.0%) +Types: bool:29,695,450 +Booleans: true:0 (0.0%), false:29,695,450 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 29,695,450/29,695,450 (100.0%) +Types: int:22,291,886, NoneType:7,403,564 +Null/Empty: null:7,403,564 +Numeric values: 22,291,886 total +Numeric range: min:0, max:7, avg:4.1 +Numeric std dev: 2.9 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 12,765,535 (57.3%) + 0: 7,386,616 (33.1%) + 7: 2,084,335 (9.4%) + 3: 54,800 (0.2%) + 1: 543 (0.0%) + 5: 57 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 29,695,450/29,695,450 (100.0%) +Types: bool:29,695,450 +Booleans: true:0 (0.0%), false:29,695,450 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 29,695,450/29,695,450 (100.0%) +Types: NoneType:16,950,694, str:12,744,756 +Null/Empty: null:16,950,694 +String length avg: 7.5 +Unique strings tracked: 9 +String values distribution: + 'deleted': 7,589,418 (59.5%) + 'moderator': 3,263,760 (25.6%) + 'reddit': 1,759,921 (13.8%) + 'automod_filtered': 89,975 (0.7%) + 'author': 21,953 (0.2%) + 'copyright_takedown': 18,286 (0.1%) + 'anti_evil_ops': 744 (0.0%) + 'content_takedown': 636 (0.0%) + 'community_ops': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 29,695,450/29,695,450 (100.0%) +Types: int:29,695,450 +Numeric values: 29,695,450 total +Numeric range: min:1,622,965,608, max:1,623,854,360, avg:1623161796.7 +Numeric std dev: 70754.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 29,695,450/29,695,450 (100.0%) +Types: int:29,695,450 +Numeric values: 29,695,450 total +Numeric range: min:0, max:238,963, avg:82.3 +Numeric std dev: 1196.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 29,695,450/29,695,450 (100.0%) +Types: NoneType:26,156,915, dict:3,538,535 +Null/Empty: null:26,156,915 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 29,695,450/29,695,450 (100.0%) +Types: dict:29,695,450 +Null/Empty: empty_obj:27,007,398 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 29,695,450/29,695,450 (100.0%) +Types: str:29,695,450 +Null/Empty: empty_str:15,596,366 +String length avg: 241.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,142 (0.0%) + '[removed]': 389 (0.0%) + ' +Obligatory long post ahead warning: this post is ...': 10 (0.0%) + ' the destruction of home the scene where tidus rea...': 3 (0.0%) + 'Hi. I am Annunaki the Owner of NaWo smp for Bedroc...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 29,695,450/29,695,450 (100.0%) +Types: bool:29,695,450 +Booleans: true:27,088,227 (91.2%), false:2,607,223 (8.8%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 29,695,450/29,695,450 (100.0%) +Types: bool:29,695,450 +Booleans: true:212,496 (0.7%), false:29,482,954 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 29,695,450/29,695,450 (100.0%) +Types: bool:29,695,450 +Booleans: true:46,451 (0.2%), false:29,648,999 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 29,695,450/29,695,450 (100.0%) +Types: str:29,695,450 +String length avg: 11.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'InspirobotBot': 28 (0.0%) + 'nonutnovember': 16 (0.0%) + 'PlayboyOnReddit': 12 (0.0%) + 'AskReddit': 10 (0.0%) + 'teenagers': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 29,695,450/29,695,450 (100.0%) +Types: str:29,695,450 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_3gzzey': 28 (0.0%) + 't5_3pnv2': 16 (0.0%) + 't5_2hvo1t': 12 (0.0%) + 't5_2qh1i': 10 (0.0%) + 't5_2rjli': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 29,695,450/29,695,450 (100.0%) +Types: int:29,695,450 +Numeric values: 29,695,450 total +Numeric range: min:-1, max:36,446,149, avg:1614609.5 +Numeric std dev: 5563598.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 29,695,450/29,695,450 (100.0%) +Types: str:29,695,450 +String length avg: 6.1 +Unique strings tracked: 5 +String values distribution: + 'public': 26,323,544 (88.6%) + 'user': 1,784,980 (6.0%) + 'restricted': 1,586,922 (5.3%) + 'gold_restricted': 3 (0.0%) + 'private': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 29,695,450/29,695,450 (100.0%) +Types: NoneType:23,466,153, str:6,229,297 +Null/Empty: null:23,466,153 +String length avg: 4.7 +Unique strings tracked: 8 +String values distribution: + 'qa': 1,798,230 (28.9%) + 'confidence': 1,795,588 (28.8%) + 'new': 1,533,310 (24.6%) + 'top': 950,992 (15.3%) + 'old': 132,824 (2.1%) + 'controversial': 11,943 (0.2%) + 'live': 4,488 (0.1%) + 'random': 1,922 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 29,695,450/29,695,450 (100.0%) +Types: str:29,695,450 +String length avg: 24.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,723 (0.0%) + 'self': 762 (0.0%) + 'nsfw': 490 (0.0%) + 'image': 32 (0.0%) + 'https://b.thumbs.redditmedia.com/nqGK2OLiUAqA4t9a9...': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 29,695,450/29,695,450 (100.0%) +Types: int:19,137,452, NoneType:10,557,998 +Null/Empty: null:10,557,998 +Numeric values: 19,137,452 total +Numeric range: min:0, max:140, avg:116.9 +Numeric std dev: 27.7 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 29,695,450/29,695,450 (100.0%) +Types: int:19,137,452, NoneType:10,557,998 +Null/Empty: null:10,557,998 +Numeric values: 19,137,452 total +Numeric range: min:0, max:140, avg:139.7 +Numeric std dev: 4.5 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 29,695,450/29,695,450 (100.0%) +Types: str:29,695,450 +String length avg: 55.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Al Bhed Home - FINAL FANTASY X HD REMASTER PART 22': 8 (0.0%) + '8 Hard. Fresh Out The Shower 💦 💦': 5 (0.0%) + 'Owning The Dance Floor Like...': 3 (0.0%) + '[Selling] [F18]✨ Nudes • Masturbation • Vids • Cus...': 3 (0.0%) + 'mega size': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 29,695,450/29,695,450 (100.0%) +Types: NoneType:29,693,874, str:1,576 +Null/Empty: null:29,693,874 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 1,576 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 29,695,450/29,695,450 (100.0%) +Types: int:29,695,450 +Numeric values: 29,695,450 total +Numeric range: min:0, max:10,548, avg:0.2 +Numeric std dev: 5.3 +Unique numbers tracked: 732 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 29,695,450/29,695,450 (100.0%) +Types: list:29,695,450 +Null/Empty: empty_arr:29,694,996 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 29,695,450/29,695,450 (100.0%) +Types: float:29,695,450 +Numeric values: 29,695,450 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 29,695,450/29,695,450 (100.0%) +Types: str:29,695,450 +String length avg: 61.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=y02Ummf-SZI&fe...': 7 (0.0%) + 'https://i.imgur.com/cmPcUt0.gifv': 3 (0.0%) + 'https://redgifs.com/watch/fickleacademicarctichare': 3 (0.0%) + 'https://redgifs.com/watch/unsungsolidkitten': 3 (0.0%) + 'http://www.strippingteen.online/sexy-twerking-with...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 29,695,450/29,695,450 (100.0%) +Types: str:22,291,885, NoneType:7,403,565 +Null/Empty: null:7,403,565 +String length avg: 6.8 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 12,688,122 (56.9%) + 'no_ads': 7,386,615 (33.1%) + 'some_ads': 2,030,576 (9.1%) + 'promo_adult_nsfw': 185,972 (0.8%) + 'house_only': 543 (0.0%) + 'promo_all': 57 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 29,695,450/29,695,450 (100.0%) +Types: int:22,291,885, NoneType:7,403,565 +Null/Empty: null:7,403,565 +Numeric values: 22,291,885 total +Numeric range: min:0, max:7, avg:4.1 +Numeric std dev: 2.9 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 12,688,122 (56.9%) + 0: 7,386,615 (33.1%) + 7: 2,030,576 (9.1%) + 3: 185,972 (0.8%) + 1: 543 (0.0%) + 5: 57 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 21,376,444/29,695,450 (72.0%) +Types: list:21,376,444 +Null/Empty: empty_arr:19,887,398 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 21,376,444/29,695,450 (72.0%) +Types: str:21,376,444 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 19,887,398 (93.0%) + 'richtext': 1,489,046 (7.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 21,376,444/29,695,450 (72.0%) +Types: str:21,376,444 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_91ut2qap': 38 (0.0%) + 't2_6l4z3': 17 (0.0%) + 't2_bcevk': 14 (0.0%) + 't2_88lfo9p2': 13 (0.0%) + 't2_5yrm9qlt': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 21,376,444/29,695,450 (72.0%) +Types: bool:21,376,444 +Booleans: true:0 (0.0%), false:21,376,444 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 21,376,444/29,695,450 (72.0%) +Types: bool:21,376,444 +Booleans: true:852,526 (4.0%), false:20,523,918 (96.0%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 19,765,061/29,695,450 (66.6%) +Types: str:19,765,061 +String length avg: 47.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=y02Ummf-SZI&fe...': 7 (0.0%) + 'https://i.imgur.com/kZgLCYb.jpg': 7 (0.0%) + 'http://www.strippingteen.online/road-head/': 7 (0.0%) + 'https://i.imgur.com/1uZqb5u.jpg': 5 (0.0%) + 'https://www.youtube.com/watch?v=ba0fbQZVaHQ&fe...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 10,814,902/29,695,450 (36.4%) +Types: str:10,814,902 +String length avg: 5.7 +Unique strings tracked: 7 +String values distribution: + 'image': 6,023,823 (55.7%) + 'link': 2,360,298 (21.8%) + 'rich:video': 1,275,760 (11.8%) + 'self': 631,850 (5.8%) + 'hosted:video': 522,348 (4.8%) + 'gallery': 769 (0.0%) + 'video': 54 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 10,814,902/29,695,450 (36.4%) +Types: dict:10,814,902 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 8,811,656/29,695,450 (29.7%) +Types: str:8,811,656 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'db7d8356-e54d-11e8-acfd-0e1663e17c1e': 9 (0.0%) + '48f73c1e-bde3-11ea-ad8a-0e0d4e28c445': 8 (0.0%) + '68e40d50-6435-11e2-97c8-12313b0c247a': 7 (0.0%) + '1facc164-eb65-11e8-a742-0e7a326ec9ac': 7 (0.0%) + '9b4d5fd4-15d7-11ea-9533-0ea2b8b11049': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 1,670,070/29,695,450 (5.6%) +Types: dict:998,943, NoneType:671,127 +Null/Empty: null:671,127, empty_obj:5 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,465,303/29,695,450 (4.9%) +Types: str:1,465,303 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_k48xlr': 65 (0.0%) + 't3_k3493v': 51 (0.0%) + 't3_k490r9': 45 (0.0%) + 't3_k492bu': 42 (0.0%) + 't3_k48b9b': 40 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,465,303/29,695,450 (4.9%) +Types: list:1,465,303 +Null/Empty: empty_arr:292,117 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 1,332,319/29,695,450 (4.5%) +Types: dict:773,958, NoneType:558,361 +Null/Empty: null:558,361 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 1,332,319/29,695,450 (4.5%) +Types: bool:1,332,319 +Booleans: true:1,332,319 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 176,738/29,695,450 (0.6%) +Types: dict:117,900, NoneType:58,838 +Null/Empty: null:58,838 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 92,399/29,695,450 (0.3%) +Types: bool:92,399 +Booleans: true:92,399 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 47,750/29,695,450 (0.2%) +Types: dict:47,750 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 22,202/29,695,450 (0.1%) +Types: NoneType:22,202 +Null/Empty: null:22,202 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 22,202/29,695,450 (0.1%) +Types: NoneType:22,202 +Null/Empty: null:22,202 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 22,202/29,695,450 (0.1%) +Types: str:22,037, NoneType:165 +Null/Empty: null:165 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_2t793xhi': 192 (0.9%) + 't2_11j8s08d': 168 (0.8%) + 't2_2n40s6z5': 126 (0.6%) + 't2_1z98mz9d': 100 (0.5%) + 't2_56wiafl9': 81 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 22,202/29,695,450 (0.1%) +Types: str:16,949, NoneType:5,253 +Null/Empty: null:5,253, empty_str:3 +String length avg: 22.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'simplisafe.com': 168 (1.0%) + 'https://sidecarhealthinsurance.com/': 105 (0.6%) + 'play.google.com': 104 (0.6%) + 'plarium.com': 99 (0.6%) + 'rockstargames.com': 90 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 22,202/29,695,450 (0.1%) +Types: NoneType:22,202 +Null/Empty: null:22,202 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 22,202/29,695,450 (0.1%) +Types: NoneType:22,202 +Null/Empty: null:22,202 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 22,202/29,695,450 (0.1%) +Types: list:22,202 +Null/Empty: empty_arr:22,202 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 22,202/29,695,450 (0.1%) +Types: list:22,202 +Null/Empty: empty_arr:22,202 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 22,202/29,695,450 (0.1%) +Types: str:22,202 +String length avg: 115.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://plarium.com/landings/en/desktop/raid/drago...': 66 (0.3%) + 'https://play.google.com/store/apps/details?id=com....': 40 (0.2%) + 'https://play.google.com/store/apps/details?id=com....': 36 (0.2%) + 'https://apps.apple.com/us/app/pok%C3%A9mon-go/id10...': 36 (0.2%) + 'https://apps.apple.com/us/app/acorns-invest-spare-...': 30 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 22,202/29,695,450 (0.1%) +Types: NoneType:22,202 +Null/Empty: null:22,202 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 22,202/29,695,450 (0.1%) +Types: NoneType:22,202 +Null/Empty: null:22,202 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 22,202/29,695,450 (0.1%) +Types: bool:22,202 +Booleans: true:0 (0.0%), false:22,202 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 22,202/29,695,450 (0.1%) +Types: str:22,202 +Null/Empty: empty_str:7,894 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/DGFMJY_rOH5Z...': 40 (0.3%) + 'https://reddit-image.s3.amazonaws.com/f4DYXTBy1NLF...': 16 (0.1%) + 'https://reddit-image.s3.amazonaws.com/EAjA4bDpBtOY...': 16 (0.1%) + 'https://reddit-image.s3.amazonaws.com/2TSX0Io43L-K...': 16 (0.1%) + 'https://reddit-image.s3.amazonaws.com/dHARsD8VrE5w...': 13 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 22,202/29,695,450 (0.1%) +Types: NoneType:22,202 +Null/Empty: null:22,202 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 22,202/29,695,450 (0.1%) +Types: dict:22,202 +Null/Empty: empty_obj:22,202 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 22,202/29,695,450 (0.1%) +Types: NoneType:22,202 +Null/Empty: null:22,202 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 22,202/29,695,450 (0.1%) +Types: bool:22,202 +Booleans: true:22,202 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 22,202/29,695,450 (0.1%) +Types: NoneType:22,202 +Null/Empty: null:22,202 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 22,202/29,695,450 (0.1%) +Types: NoneType:22,202 +Null/Empty: null:22,202 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 22,202/29,695,450 (0.1%) +Types: NoneType:22,202 +Null/Empty: null:22,202 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 22,202/29,695,450 (0.1%) +Types: bool:22,202 +Booleans: true:22,202 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 22,202/29,695,450 (0.1%) +Types: NoneType:22,202 +Null/Empty: null:22,202 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 22,202/29,695,450 (0.1%) +Types: list:22,202 +Null/Empty: empty_arr:22,202 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 22,202/29,695,450 (0.1%) +Types: NoneType:22,202 +Null/Empty: null:22,202 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 22,202/29,695,450 (0.1%) +Types: NoneType:22,202 +Null/Empty: null:22,202 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 20,228/29,695,450 (0.1%) +Types: str:20,228 +Null/Empty: empty_str:5 +String length avg: 8.7 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 7,272 (36.0%) + 'Shop Now': 4,938 (24.4%) + 'Sign Up': 1,930 (9.5%) + 'Download': 1,691 (8.4%) + 'Install': 1,214 (6.0%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 6,855/29,695,450 (0.0%) +Types: list:6,855 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,357/29,695,450 (0.0%) +Types: float:1,357 +Numeric values: 1,357 total +Numeric range: min:1,606,773,600.0, max:2,554,995,600.0, avg:1609669414.2 +Numeric std dev: 28207125.5 +Unique numbers tracked: 827 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,357/29,695,450 (0.0%) +Types: bool:1,357 +Booleans: true:0 (0.0%), false:1,357 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,357/29,695,450 (0.0%) +Types: float:1,357 +Numeric values: 1,357 total +Numeric range: min:1,606,759,200.0, max:2,554,981,200.0, avg:1609580491.2 +Numeric std dev: 28206798.8 +Unique numbers tracked: 811 + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2021.txt b/analysis/original_schema_analysis/submissions/analysis_report_2021.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1c8bbfdf876248f2f28ef0aae31f9d5fd9c45f0 --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2021.txt @@ -0,0 +1,13005 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2021 +Analysis Started: 2026-01-15 08:27:40 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2021-01.jsonl +Analysis Time: 2026-01-15 09:33:37 +================================================================================ +Processed lines: 32,704,571 +Total unique fields: 124 +Max unique values tracked per field: 1,000 +Sample size: 32,704,571 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 32,704,571/32,704,571 (100.0%) +Types: list:32,704,571 +Null/Empty: empty_arr:31,029,892 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 32,704,571/32,704,571 (100.0%) +Types: bool:32,704,571 +Booleans: true:1,303,206 (4.0%), false:31,401,365 (96.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 32,704,571/32,704,571 (100.0%) +Types: bool:32,704,571 +Booleans: true:0 (0.0%), false:32,704,571 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 32,704,571/32,704,571 (100.0%) +Types: str:32,704,571 +String length avg: 11.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 375 (0.0%) + 'AutoModerator': 64 (0.0%) + 'Ornery-Control-9474': 20 (0.0%) + 'PlayboyOnReddit': 20 (0.0%) + 'wiC7251dQOhxbmsiuSG': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 32,704,571/32,704,571 (100.0%) +Types: int:23,632,648, NoneType:9,071,923 +Null/Empty: null:9,071,923 +Numeric values: 23,632,648 total +Numeric range: min:1,120,363,200, max:1,612,137,394, avg:1554116733.8 +Numeric std dev: 72243100.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 32,704,571/32,704,571 (100.0%) +Types: NoneType:21,689,330, str:11,015,241 +Null/Empty: null:21,689,330, empty_str:9,521,342 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 6,371 (0.4%) + '#edeff1': 1,450 (0.1%) + '#dadada': 1,385 (0.1%) + '#373c3f': 899 (0.1%) + '#ea0027': 602 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 32,704,571/32,704,571 (100.0%) +Types: NoneType:31,438,802, str:1,265,769 +Null/Empty: null:31,438,802, empty_str:121,819 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'team-harmony': 58 (0.0%) + 'White': 37 (0.0%) + 'green': 32 (0.0%) + 'default': 26 (0.0%) + 'ver': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 32,704,571/32,704,571 (100.0%) +Types: NoneType:30,568,159, str:2,136,412 +Null/Empty: null:30,568,159 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 25 (0.0%) + '6d903666-582c-11e9-abcf-0e5e9f22a72e': 14 (0.0%) + 'e59ae04e-2f61-11eb-b5c3-0e653ab69977': 13 (0.0%) + 'ee2caff8-9bc7-11e1-bb7b-12313b07b651': 13 (0.0%) + 'ef54aab6-9bc7-11e1-a725-12313b0c247a': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 32,704,571/32,704,571 (100.0%) +Types: NoneType:30,000,277, str:2,704,294 +Null/Empty: null:30,000,277, empty_str:199,810 +String length avg: 18.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'FC: <unknown> Trainer name: <unknown>': 18 (0.0%) + '​': 15 (0.0%) + ':doge: admin': 14 (0.0%) + 'Professional Dumbass': 12 (0.0%) + '15': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 32,704,571/32,704,571 (100.0%) +Types: NoneType:21,046,850, str:11,657,721 +Null/Empty: null:21,046,850, empty_str:68,562 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 11,007,968 (95.0%) + 'light': 581,191 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 32,704,571/32,704,571 (100.0%) +Types: bool:32,704,571 +Booleans: true:23,772,253 (72.7%), false:8,932,318 (27.3%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 32,704,571/32,704,571 (100.0%) +Types: NoneType:32,703,773, str:798 +Null/Empty: null:32,703,773, empty_str:43 +String length avg: 13.8 +Unique strings tracked: 12 +Top 5 string values: + 'drawing_and_painting': 327 (43.3%) + 'gaming': 104 (13.8%) + 'photography': 100 (13.2%) + 'animals': 84 (11.1%) + 'entertainment': 75 (9.9%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 32,704,571/32,704,571 (100.0%) +Types: NoneType:32,398,798, list:305,773 +Null/Empty: null:32,398,798 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 32,704,571/32,704,571 (100.0%) +Types: bool:32,704,571 +Booleans: true:18,198 (0.1%), false:32,686,373 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 32,704,571/32,704,571 (100.0%) +Types: int:32,704,571 +Numeric values: 32,704,571 total +Numeric range: min:1,609,459,200, max:1,612,137,599, avg:1610840126.8 +Numeric std dev: 779333.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 32,704,571/32,704,571 (100.0%) +Types: NoneType:32,545,667, str:158,904 +Null/Empty: null:32,545,667 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 158,904 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 32,704,571/32,704,571 (100.0%) +Types: NoneType:32,664,065, str:40,506 +Null/Empty: null:32,664,065 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 40,437 (99.8%) + 'admin': 69 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 32,704,571/32,704,571 (100.0%) +Types: str:32,704,571 +Null/Empty: empty_str:15 +String length avg: 12.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 911 (0.0%) + 'reddit.com': 165 (0.0%) + 'v.redd.it': 86 (0.0%) + 'i.imgur.com': 83 (0.0%) + 'redgifs.com': 79 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 32,704,571/32,704,571 (100.0%) +Types: bool:31,951,890, float:752,681 +Booleans: true:0 (0.0%), false:31,951,890 (100.0%) +Numeric values: 752,681 total +Numeric range: min:1,609,459,444.0, max:1,623,361,232.0, avg:1611036801.2 +Numeric std dev: 1302266.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 32,704,571/32,704,571 (100.0%) +Types: int:32,704,571 +Numeric values: 32,704,571 total +Numeric range: min:0, max:308, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 59 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 32,704,571/32,704,571 (100.0%) +Types: dict:32,704,571 +Null/Empty: empty_obj:32,027,987 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 32,704,571/32,704,571 (100.0%) +Types: bool:32,704,571 +Booleans: true:0 (0.0%), false:32,704,571 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 32,704,571/32,704,571 (100.0%) +Types: bool:32,704,571 +Booleans: true:9,438 (0.0%), false:32,695,133 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 32,704,571/32,704,571 (100.0%) +Types: str:32,704,571 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'jj4uxq': 1 (0.0%) + 'jwmp0v': 1 (0.0%) + 'k8a2w4': 1 (0.0%) + 'kd6gyl': 1 (0.0%) + 'kdjrhr': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 32,704,571/32,704,571 (100.0%) +Types: bool:32,704,571 +Booleans: true:19,959 (0.1%), false:32,684,612 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 32,704,571/32,704,571 (100.0%) +Types: bool:32,704,571 +Booleans: true:18,053,148 (55.2%), false:14,651,423 (44.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 32,704,571/32,704,571 (100.0%) +Types: bool:32,704,571 +Booleans: true:85 (0.0%), false:32,704,486 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 32,704,571/32,704,571 (100.0%) +Types: bool:32,704,571 +Booleans: true:217,247 (0.7%), false:32,487,324 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 32,704,571/32,704,571 (100.0%) +Types: bool:32,704,571 +Booleans: true:11,560,346 (35.3%), false:21,144,225 (64.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 32,704,571/32,704,571 (100.0%) +Types: bool:32,704,571 +Booleans: true:18,090,177 (55.3%), false:14,614,394 (44.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 32,704,571/32,704,571 (100.0%) +Types: bool:32,704,571 +Booleans: true:10,892,719 (33.3%), false:21,811,852 (66.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 32,704,571/32,704,571 (100.0%) +Types: bool:32,704,571 +Booleans: true:918,977 (2.8%), false:31,785,594 (97.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 32,704,571/32,704,571 (100.0%) +Types: str:32,704,571 +Null/Empty: empty_str:25,235,834 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 467 (0.0%) + '#ea0027': 396 (0.0%) + '#0079d3': 311 (0.0%) + '#ffd635': 308 (0.0%) + '#46d160': 259 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 32,704,571/32,704,571 (100.0%) +Types: NoneType:22,158,445, str:10,546,126 +Null/Empty: null:22,158,445, empty_str:5,076,908 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 153 (0.0%) + 'question': 133 (0.0%) + 'other': 72 (0.0%) + 'red': 62 (0.0%) + 'blue': 60 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 32,704,571/32,704,571 (100.0%) +Types: list:32,704,571 +Null/Empty: empty_arr:26,750,054 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 32,704,571/32,704,571 (100.0%) +Types: NoneType:21,653,988, str:11,050,583 +Null/Empty: null:21,653,988, empty_str:922 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 78 (0.0%) + 'Question': 70 (0.0%) + 'Other': 30 (0.0%) + 'Meme': 20 (0.0%) + 'Social': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 32,704,571/32,704,571 (100.0%) +Types: str:32,704,571 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 28,226,032 (86.3%) + 'light': 4,478,539 (13.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 32,704,571/32,704,571 (100.0%) +Types: str:32,704,571 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 26,750,054 (81.8%) + 'richtext': 5,954,517 (18.2%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 32,704,571/32,704,571 (100.0%) +Types: bool:32,704,571 +Booleans: true:595,713 (1.8%), false:32,108,858 (98.2%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 32,704,571/32,704,571 (100.0%) +Types: NoneType:28,658,140, dict:4,046,431 +Null/Empty: null:28,658,140 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 32,704,571/32,704,571 (100.0%) +Types: dict:32,704,571 +Null/Empty: empty_obj:29,574,585 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 32,704,571/32,704,571 (100.0%) +Types: bool:32,704,571 +Booleans: true:105 (0.0%), false:32,704,466 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 32,704,571/32,704,571 (100.0%) +Types: str:32,704,571 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_jj4uxq': 1 (0.0%) + 't3_jwmp0v': 1 (0.0%) + 't3_k8a2w4': 1 (0.0%) + 't3_kd6gyl': 1 (0.0%) + 't3_kdjrhr': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 32,704,571/32,704,571 (100.0%) +Types: bool:32,704,571 +Booleans: true:15,572,340 (47.6%), false:17,132,231 (52.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 32,704,571/32,704,571 (100.0%) +Types: int:32,704,571 +Numeric values: 32,704,571 total +Numeric range: min:0, max:100,002, avg:6.1 +Numeric std dev: 144.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 32,704,571/32,704,571 (100.0%) +Types: int:32,704,571 +Numeric values: 32,704,571 total +Numeric range: min:0, max:1,471, avg:0.0 +Numeric std dev: 0.8 +Unique numbers tracked: 178 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 32,704,571/32,704,571 (100.0%) +Types: bool:32,704,571 +Booleans: true:9,641,986 (29.5%), false:23,062,585 (70.5%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 32,704,571/32,704,571 (100.0%) +Types: str:23,973,267, NoneType:8,731,304 +Null/Empty: null:8,731,304 +String length avg: 6.8 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 13,191,178 (55.0%) + 'no_ads': 7,941,634 (33.1%) + 'some_ads': 2,761,544 (11.5%) + 'promo_adult_nsfw': 78,155 (0.3%) + 'house_only': 709 (0.0%) + 'promo_all': 47 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 32,704,571/32,704,571 (100.0%) +Types: str:32,704,571 +String length avg: 65.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/RidiculousKanji/comments/jj4uxq/1st_annual_kanj...': 1 (0.0%) + '/r/mashacord/comments/jwmp0v/so_is_corona_over_yet...': 1 (0.0%) + '/r/House_Of_Belfast/comments/k8a2w4/ill_keep_posti...': 1 (0.0%) + '/r/Techno/comments/kd6gyl/bandcamp_friday/': 1 (0.0%) + '/r/MrRipper/comments/kdjrhr/what_are_some_of_the_b...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 32,704,571/32,704,571 (100.0%) +Types: bool:32,704,571 +Booleans: true:0 (0.0%), false:32,704,571 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 32,704,571/32,704,571 (100.0%) +Types: int:23,973,267, NoneType:8,731,304 +Null/Empty: null:8,731,304 +Numeric values: 23,973,267 total +Numeric range: min:0, max:7, avg:4.1 +Numeric std dev: 2.9 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 13,191,178 (55.0%) + 0: 7,941,634 (33.1%) + 7: 2,761,544 (11.5%) + 3: 78,155 (0.3%) + 1: 709 (0.0%) + 5: 47 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 32,704,571/32,704,571 (100.0%) +Types: bool:32,704,571 +Booleans: true:0 (0.0%), false:32,704,571 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 32,704,571/32,704,571 (100.0%) +Types: NoneType:18,075,189, str:14,629,382 +Null/Empty: null:18,075,189 +String length avg: 7.5 +Unique strings tracked: 9 +String values distribution: + 'deleted': 8,230,978 (56.3%) + 'moderator': 3,958,477 (27.1%) + 'reddit': 2,298,987 (15.7%) + 'automod_filtered': 95,418 (0.7%) + 'author': 22,441 (0.2%) + 'copyright_takedown': 21,167 (0.1%) + 'anti_evil_ops': 1,040 (0.0%) + 'content_takedown': 788 (0.0%) + 'community_ops': 86 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 32,704,571/32,704,571 (100.0%) +Types: int:32,704,571 +Numeric values: 32,704,571 total +Numeric range: min:1,622,909,843, max:1,623,899,599, avg:1623349580.2 +Numeric std dev: 14196.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 32,704,571/32,704,571 (100.0%) +Types: int:32,704,571 +Numeric values: 32,704,571 total +Numeric range: min:0, max:417,276, avg:79.8 +Numeric std dev: 1249.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 32,704,571/32,704,571 (100.0%) +Types: NoneType:28,658,140, dict:4,046,431 +Null/Empty: null:28,658,140 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 32,704,571/32,704,571 (100.0%) +Types: dict:32,704,571 +Null/Empty: empty_obj:29,574,585 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 32,704,571/32,704,571 (100.0%) +Types: str:32,704,571 +Null/Empty: empty_str:17,150,752 +String length avg: 248.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,076 (0.0%) + '[removed]': 407 (0.0%) + '**fase** translates to **phase** + +–––––––––––– + +Jo...': 5 (0.0%) + '[ Removed by reddit in response to a copyright not...': 4 (0.0%) + 'Hello and happy new year everyone! It's that tim...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 32,704,571/32,704,571 (100.0%) +Types: bool:32,704,571 +Booleans: true:29,634,323 (90.6%), false:3,070,248 (9.4%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 32,704,571/32,704,571 (100.0%) +Types: bool:32,704,571 +Booleans: true:213,966 (0.7%), false:32,490,605 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 32,704,571/32,704,571 (100.0%) +Types: bool:32,704,571 +Booleans: true:53,495 (0.2%), false:32,651,076 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 32,704,571/32,704,571 (100.0%) +Types: str:32,704,571 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PlayboyOnReddit': 19 (0.0%) + 'memes': 16 (0.0%) + 'AskReddit': 15 (0.0%) + 'PlushHunterHaven': 10 (0.0%) + 'teenagers': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 32,704,571/32,704,571 (100.0%) +Types: str:32,704,571 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2hvo1t': 19 (0.0%) + 't5_2qjpg': 16 (0.0%) + 't5_2qh1i': 15 (0.0%) + 't5_2g508l': 10 (0.0%) + 't5_2rjli': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 32,704,571/32,704,571 (100.0%) +Types: int:32,704,571 +Numeric values: 32,704,571 total +Numeric range: min:0, max:36,451,414, avg:1633997.8 +Numeric std dev: 5372492.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 32,704,571/32,704,571 (100.0%) +Types: str:32,704,571 +String length avg: 6.1 +Unique strings tracked: 3 +String values distribution: + 'public': 29,057,937 (88.8%) + 'user': 2,019,419 (6.2%) + 'restricted': 1,627,215 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 32,704,571/32,704,571 (100.0%) +Types: NoneType:25,730,480, str:6,974,091 +Null/Empty: null:25,730,480 +String length avg: 5.0 +Unique strings tracked: 8 +String values distribution: + 'confidence': 2,228,643 (32.0%) + 'qa': 2,035,423 (29.2%) + 'new': 1,593,497 (22.8%) + 'top': 932,880 (13.4%) + 'old': 160,686 (2.3%) + 'controversial': 15,515 (0.2%) + 'live': 5,163 (0.1%) + 'random': 2,284 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 32,704,571/32,704,571 (100.0%) +Types: str:32,704,571 +String length avg: 23.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,564 (0.0%) + 'self': 751 (0.0%) + 'nsfw': 416 (0.0%) + 'image': 37 (0.0%) + 'spoiler': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 32,704,571/32,704,571 (100.0%) +Types: int:20,758,254, NoneType:11,946,317 +Null/Empty: null:11,946,317 +Numeric values: 20,758,254 total +Numeric range: min:0, max:140, avg:116.8 +Numeric std dev: 27.7 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 32,704,571/32,704,571 (100.0%) +Types: int:20,758,254, NoneType:11,946,317 +Null/Empty: null:11,946,317 +Numeric values: 20,758,254 total +Numeric range: min:0, max:140, avg:139.7 +Numeric std dev: 4.5 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 32,704,571/32,704,571 (100.0%) +Types: str:32,704,571 +String length avg: 55.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Recall Is Issued for Sportmix Pet Food After 28 Do...': 11 (0.0%) + 'San Francisco’s Lockdown and Quarantine Has Been E...': 9 (0.0%) + 'Busty Victoria June with hot lips!': 6 (0.0%) + '[FREE] Playboi Carti x Lil Uzi Vert type beat - "A...': 4 (0.0%) + 'Join the Suite 7A Discord Server! 18+': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 32,704,571/32,704,571 (100.0%) +Types: NoneType:32,703,042, str:1,529 +Null/Empty: null:32,703,042 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 1,529 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 32,704,571/32,704,571 (100.0%) +Types: int:32,704,571 +Numeric values: 32,704,571 total +Numeric range: min:0, max:8,337, avg:0.2 +Numeric std dev: 5.1 +Unique numbers tracked: 781 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 32,704,571/32,704,571 (100.0%) +Types: list:32,704,571 +Null/Empty: empty_arr:32,704,098 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 32,704,571/32,704,571 (100.0%) +Types: float:32,704,571 +Numeric values: 32,704,571 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 32,704,571/32,704,571 (100.0%) +Types: str:32,704,571 +String length avg: 60.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i1.wp.com/allmeblog.com/wp-content/uploads...': 11 (0.0%) + 'https://i1.wp.com/allmeblog.com/wp-content/uploads...': 9 (0.0%) + 'https://amazingxxxtube.xyz/busty-victoria-june-wit...': 6 (0.0%) + 'https://youtube.com/watch?v=R0hwmwgRxFA&featur...': 4 (0.0%) + 'https://discord.gg/aNYbZgfsru': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 32,704,571/32,704,571 (100.0%) +Types: str:23,973,267, NoneType:8,731,304 +Null/Empty: null:8,731,304 +String length avg: 6.9 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 13,110,777 (54.7%) + 'no_ads': 7,941,634 (33.1%) + 'some_ads': 2,704,934 (11.3%) + 'promo_adult_nsfw': 215,166 (0.9%) + 'house_only': 709 (0.0%) + 'promo_all': 47 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 32,704,571/32,704,571 (100.0%) +Types: int:23,973,267, NoneType:8,731,304 +Null/Empty: null:8,731,304 +Numeric values: 23,973,267 total +Numeric range: min:0, max:7, avg:4.1 +Numeric std dev: 2.9 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 13,110,777 (54.7%) + 0: 7,941,634 (33.1%) + 7: 2,704,934 (11.3%) + 3: 215,166 (0.9%) + 1: 709 (0.0%) + 5: 47 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 23,772,253/32,704,571 (72.7%) +Types: list:23,772,253 +Null/Empty: empty_arr:22,305,782 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 23,772,253/32,704,571 (72.7%) +Types: str:23,772,253 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 22,305,782 (93.8%) + 'richtext': 1,466,471 (6.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 23,772,253/32,704,571 (72.7%) +Types: str:23,772,253 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 64 (0.0%) + 't2_9jpsqayt': 20 (0.0%) + 't2_5yrm9qlt': 20 (0.0%) + 't2_9kkpwjfh': 20 (0.0%) + 't2_9kg4abrn': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 23,772,253/32,704,571 (72.7%) +Types: bool:23,772,253 +Booleans: true:0 (0.0%), false:23,772,253 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 23,772,253/32,704,571 (72.7%) +Types: bool:23,772,253 +Booleans: true:972,276 (4.1%), false:22,799,977 (95.9%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 21,811,852/32,704,571 (66.7%) +Types: str:21,811,852 +String length avg: 47.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i1.wp.com/allmeblog.com/wp-content/uploads...': 11 (0.0%) + 'https://i1.wp.com/allmeblog.com/wp-content/uploads...': 9 (0.0%) + 'https://youtube.com/watch?v=R0hwmwgRxFA&featur...': 9 (0.0%) + 'https://www.redgifs.com/watch/hauntingimpressivech...': 6 (0.0%) + 'https://amazingxxxtube.xyz/busty-victoria-june-wit...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 11,474,920/32,704,571 (35.1%) +Types: str:11,474,920 +String length avg: 5.7 +Unique strings tracked: 7 +String values distribution: + 'image': 6,287,667 (54.8%) + 'link': 2,506,898 (21.8%) + 'rich:video': 1,366,032 (11.9%) + 'self': 747,190 (6.5%) + 'hosted:video': 566,089 (4.9%) + 'gallery': 953 (0.0%) + 'video': 91 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 11,474,920/32,704,571 (35.1%) +Types: dict:11,474,920 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 9,833,082/32,704,571 (30.1%) +Types: str:9,833,082 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '855d88d0-845f-11e3-8645-12313d18400c': 10 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 9 (0.0%) + '6b01166e-6435-11e2-a77a-12313d051e91': 9 (0.0%) + '799e6a4a-9d40-11e5-92a2-0e1e6b88ed11': 6 (0.0%) + '5d4798d6-0fd1-11eb-aa3c-0e4a65b34c57': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 1,900,830/32,704,571 (5.8%) +Types: dict:1,024,241, NoneType:876,589 +Null/Empty: null:876,589 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,850,623/32,704,571 (5.7%) +Types: str:1,850,623 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_ko1ds0': 39 (0.0%) + 't3_ko17sg': 37 (0.0%) + 't3_ko12kb': 35 (0.0%) + 't3_ko10ka': 33 (0.0%) + 't3_ko1aqt': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,850,623/32,704,571 (5.7%) +Types: list:1,850,623 +Null/Empty: empty_arr:597,025 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 1,540,336/32,704,571 (4.7%) +Types: dict:794,975, NoneType:745,361 +Null/Empty: null:745,361 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 1,540,336/32,704,571 (4.7%) +Types: bool:1,540,336 +Booleans: true:1,540,336 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 177,512/32,704,571 (0.5%) +Types: dict:117,652, NoneType:59,860 +Null/Empty: null:59,860 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 59,967/32,704,571 (0.2%) +Types: bool:59,967 +Booleans: true:59,967 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 51,619/32,704,571 (0.2%) +Types: dict:51,619 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 19,959/32,704,571 (0.1%) +Types: NoneType:19,959 +Null/Empty: null:19,959 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 19,959/32,704,571 (0.1%) +Types: NoneType:19,959 +Null/Empty: null:19,959 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 19,959/32,704,571 (0.1%) +Types: str:19,806, NoneType:153 +Null/Empty: null:153 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_12bm51ff': 124 (0.6%) + 't2_882j6pnz': 123 (0.6%) + 't2_1pu57e3y': 111 (0.6%) + 't2_99ldcaqc': 77 (0.4%) + 't2_11j8s08d': 75 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 19,959/32,704,571 (0.1%) +Types: str:15,184, NoneType:4,775 +Null/Empty: null:4,775 +String length avg: 24.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'apps.apple.com': 98 (0.6%) + 'huel.com': 98 (0.6%) + 'play.google.com': 85 (0.6%) + 'https://apps.apple.com': 82 (0.5%) + 'https://www.aloyoga.com/': 77 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 19,959/32,704,571 (0.1%) +Types: NoneType:19,950, str:9 +Null/Empty: null:19,950 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 9 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 19,959/32,704,571 (0.1%) +Types: NoneType:19,950, str:9 +Null/Empty: null:19,950 +String length avg: 45.6 +Unique strings tracked: 5 +String values distribution: + 'https://www.youtube.com/watch?v=rnFRcjzhTzE': 5 (55.6%) + 'https://www.youtube.com/channel/UC2t5bjwHdUX4vM2g8...': 1 (11.1%) + 'https://youtu.be/jl84QblsNP8': 1 (11.1%) + 'https://www.youtube.com/watch?v=L0X03zR0rQk': 1 (11.1%) + 'https://soundcloud.com/itsparle/jana-ft-vanjess-gr...': 1 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 19,959/32,704,571 (0.1%) +Types: list:19,959 +Null/Empty: empty_arr:19,959 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 19,959/32,704,571 (0.1%) +Types: list:19,959 +Null/Empty: empty_arr:19,959 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 19,959/32,704,571 (0.1%) +Types: str:19,959 +String length avg: 105.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://ozot.com.au': 22 (0.1%) + 'https://huel.com/pages/build-muscle-the-healthy-wa...': 21 (0.1%) + 'https://play.google.com/store/apps/details?id=com....': 18 (0.1%) + 'https://apps.apple.com/us/app/robinhood-investing-...': 17 (0.1%) + 'https://play.google.com/store/apps/details?id=com....': 15 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 19,959/32,704,571 (0.1%) +Types: NoneType:19,959 +Null/Empty: null:19,959 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 19,959/32,704,571 (0.1%) +Types: NoneType:19,959 +Null/Empty: null:19,959 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 19,959/32,704,571 (0.1%) +Types: bool:19,959 +Booleans: true:0 (0.0%), false:19,959 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 19,959/32,704,571 (0.1%) +Types: str:19,959 +Null/Empty: empty_str:6,719 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/9bGrb0__YtjN...': 24 (0.2%) + 'https://reddit-image.s3.amazonaws.com/N7b-rPj2s3CV...': 24 (0.2%) + 'https://reddit-image.s3.amazonaws.com/I0FmRnGDvjKH...': 8 (0.1%) + 'https://reddit-image.s3.amazonaws.com/g1jYhg47VHhO...': 8 (0.1%) + 'https://reddit-image.s3.amazonaws.com/U-ZSKSVxq0vf...': 7 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 19,959/32,704,571 (0.1%) +Types: NoneType:19,959 +Null/Empty: null:19,959 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 19,959/32,704,571 (0.1%) +Types: dict:19,959 +Null/Empty: empty_obj:19,959 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 19,959/32,704,571 (0.1%) +Types: NoneType:19,959 +Null/Empty: null:19,959 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 19,959/32,704,571 (0.1%) +Types: bool:19,959 +Booleans: true:19,959 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 19,959/32,704,571 (0.1%) +Types: NoneType:19,959 +Null/Empty: null:19,959 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 19,959/32,704,571 (0.1%) +Types: NoneType:19,959 +Null/Empty: null:19,959 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 19,959/32,704,571 (0.1%) +Types: NoneType:19,959 +Null/Empty: null:19,959 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 19,959/32,704,571 (0.1%) +Types: bool:19,959 +Booleans: true:19,959 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 19,959/32,704,571 (0.1%) +Types: NoneType:19,959 +Null/Empty: null:19,959 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 19,959/32,704,571 (0.1%) +Types: list:19,959 +Null/Empty: empty_arr:19,959 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 19,959/32,704,571 (0.1%) +Types: NoneType:19,959 +Null/Empty: null:19,959 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 19,959/32,704,571 (0.1%) +Types: NoneType:19,959 +Null/Empty: null:19,959 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 18,241/32,704,571 (0.1%) +Types: str:18,241 +Null/Empty: empty_str:1 +String length avg: 8.6 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 5,631 (30.9%) + 'Shop Now': 4,636 (25.4%) + 'Sign Up': 2,304 (12.6%) + 'Download': 1,440 (7.9%) + 'Install': 1,148 (6.3%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 6,986/32,704,571 (0.0%) +Types: list:6,986 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,351/32,704,571 (0.0%) +Types: float:1,351 +Numeric values: 1,351 total +Numeric range: min:1,609,475,400.0, max:80,152,362,000.0, avg:1671786703.3 +Numeric std dev: 2137417754.1 +Unique numbers tracked: 875 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,351/32,704,571 (0.0%) +Types: bool:1,351 +Booleans: true:1 (0.1%), false:1,350 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,351/32,704,571 (0.0%) +Types: float:1,351 +Numeric values: 1,351 total +Numeric range: min:1,609,461,000.0, max:80,152,347,600.0, avg:1671714555.1 +Numeric std dev: 2137419357.2 +Unique numbers tracked: 861 + +================================================================================ + +================================================================================ +FILE: RS_2021-02.jsonl +Analysis Time: 2026-01-15 10:35:19 +================================================================================ +Processed lines: 31,147,947 +Total unique fields: 124 +Max unique values tracked per field: 1,000 +Sample size: 31,147,947 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 31,147,947/31,147,947 (100.0%) +Types: list:31,147,947 +Null/Empty: empty_arr:29,464,821 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 31,147,947/31,147,947 (100.0%) +Types: bool:31,147,947 +Booleans: true:1,247,472 (4.0%), false:29,900,475 (96.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 31,147,947/31,147,947 (100.0%) +Types: bool:31,147,947 +Booleans: true:0 (0.0%), false:31,147,947 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 31,147,947/31,147,947 (100.0%) +Types: str:31,147,947 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 411 (0.0%) + 'AutoModerator': 109 (0.0%) + 'Ornery-Control-9474': 20 (0.0%) + 'PlayboyOnReddit': 16 (0.0%) + 'sharewithme': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 31,147,947/31,147,947 (100.0%) +Types: int:23,036,653, NoneType:8,111,294 +Null/Empty: null:8,111,294 +Numeric values: 23,036,653 total +Numeric range: min:1,120,363,200, max:1,614,556,692, avg:1559408511.4 +Numeric std dev: 71313007.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 31,147,947/31,147,947 (100.0%) +Types: NoneType:21,046,339, str:10,101,608 +Null/Empty: null:21,046,339, empty_str:8,515,409 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 5,370 (0.3%) + '#dadada': 1,379 (0.1%) + '#edeff1': 1,030 (0.1%) + '#ea0027': 576 (0.0%) + '#ffd635': 404 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 31,147,947/31,147,947 (100.0%) +Types: NoneType:29,936,234, str:1,211,713 +Null/Empty: null:29,936,234, empty_str:116,925 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'team-harmony': 75 (0.0%) + 'green': 54 (0.0%) + 'default': 39 (0.0%) + 'ver': 28 (0.0%) + 'White': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 31,147,947/31,147,947 (100.0%) +Types: NoneType:28,965,796, str:2,182,151 +Null/Empty: null:28,965,796 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 30 (0.0%) + 'f1c6dad0-9bc7-11e1-83d5-12313b088941': 27 (0.0%) + '9811a942-f7ec-11e8-ba86-0e2871aefb54': 19 (0.0%) + '45a8cc04-9cbf-11e8-b975-0eb62ee56dee': 17 (0.0%) + '38fb4ae2-4e59-11e1-912e-12313d18ad57': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 31,147,947/31,147,947 (100.0%) +Types: NoneType:28,448,411, str:2,699,536 +Null/Empty: null:28,448,411, empty_str:173,507 +String length avg: 20.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'FC: <unknown> Trainer name: <unknown>': 16 (0.0%) + '16': 16 (0.0%) + ' ': 13 (0.0%) + '​': 12 (0.0%) + 'Mod | True Yellow | Consigliere | Zeta': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 31,147,947/31,147,947 (100.0%) +Types: NoneType:20,450,405, str:10,697,542 +Null/Empty: null:20,450,405, empty_str:51,193 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 9,945,140 (93.4%) + 'light': 701,209 (6.6%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 31,147,947/31,147,947 (100.0%) +Types: bool:31,147,947 +Booleans: true:23,169,589 (74.4%), false:7,978,358 (25.6%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 31,147,947/31,147,947 (100.0%) +Types: NoneType:31,147,190, str:757 +Null/Empty: null:31,147,190, empty_str:39 +String length avg: 13.7 +Unique strings tracked: 11 +Top 5 string values: + 'drawing_and_painting': 300 (41.8%) + 'photography': 162 (22.6%) + 'gaming': 87 (12.1%) + 'animals': 70 (9.7%) + 'entertainment': 45 (6.3%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 31,147,947/31,147,947 (100.0%) +Types: NoneType:30,876,478, list:271,469 +Null/Empty: null:30,876,478 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 31,147,947/31,147,947 (100.0%) +Types: bool:31,147,947 +Booleans: true:16,929 (0.1%), false:31,131,018 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 31,147,947/31,147,947 (100.0%) +Types: int:31,147,947 +Numeric values: 31,147,947 total +Numeric range: min:1,612,137,600, max:1,614,556,799, avg:1613338561.8 +Numeric std dev: 703056.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 31,147,947/31,147,947 (100.0%) +Types: NoneType:30,994,985, str:152,962 +Null/Empty: null:30,994,985 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 152,962 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 31,147,947/31,147,947 (100.0%) +Types: NoneType:31,108,364, str:39,583 +Null/Empty: null:31,108,364 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 39,492 (99.8%) + 'admin': 91 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 31,147,947/31,147,947 (100.0%) +Types: str:31,147,947 +Null/Empty: empty_str:74 +String length avg: 12.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 832 (0.0%) + 'reddit.com': 156 (0.0%) + 'i.imgur.com': 106 (0.0%) + 'v.redd.it': 85 (0.0%) + 'self.wallstreetbets': 61 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 31,147,947/31,147,947 (100.0%) +Types: bool:30,441,547, float:706,400 +Booleans: true:0 (0.0%), false:30,441,547 (100.0%) +Numeric values: 706,400 total +Numeric range: min:1,612,137,663.0, max:1,623,395,272.0, avg:1613511934.1 +Numeric std dev: 1097945.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 31,147,947/31,147,947 (100.0%) +Types: int:31,147,947 +Numeric values: 31,147,947 total +Numeric range: min:0, max:188, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 40 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 31,147,947/31,147,947 (100.0%) +Types: dict:31,147,947 +Null/Empty: empty_obj:30,460,626 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 31,147,947/31,147,947 (100.0%) +Types: bool:31,147,947 +Booleans: true:0 (0.0%), false:31,147,947 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 31,147,947/31,147,947 (100.0%) +Types: bool:31,147,947 +Booleans: true:13,194 (0.0%), false:31,134,753 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 31,147,947/31,147,947 (100.0%) +Types: str:31,147,947 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'k8b14y': 1 (0.0%) + 'kr8pez': 1 (0.0%) + 'krhade': 1 (0.0%) + 'kse8lr': 1 (0.0%) + 'kx78to': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 31,147,947/31,147,947 (100.0%) +Types: bool:31,147,947 +Booleans: true:27,825 (0.1%), false:31,120,122 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 31,147,947/31,147,947 (100.0%) +Types: bool:31,147,947 +Booleans: true:17,693,462 (56.8%), false:13,454,485 (43.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 31,147,947/31,147,947 (100.0%) +Types: bool:31,147,947 +Booleans: true:212 (0.0%), false:31,147,735 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 31,147,947/31,147,947 (100.0%) +Types: bool:31,147,947 +Booleans: true:195,750 (0.6%), false:30,952,197 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 31,147,947/31,147,947 (100.0%) +Types: bool:31,147,947 +Booleans: true:11,053,622 (35.5%), false:20,094,325 (64.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 31,147,947/31,147,947 (100.0%) +Types: bool:31,147,947 +Booleans: true:17,736,743 (56.9%), false:13,411,204 (43.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 31,147,947/31,147,947 (100.0%) +Types: bool:31,147,947 +Booleans: true:10,668,648 (34.3%), false:20,479,299 (65.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 31,147,947/31,147,947 (100.0%) +Types: bool:31,147,947 +Booleans: true:894,853 (2.9%), false:30,253,094 (97.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 31,147,947/31,147,947 (100.0%) +Types: str:31,147,947 +Null/Empty: empty_str:23,800,315 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#800080': 641 (0.0%) + '#dadada': 525 (0.0%) + '#ea0027': 429 (0.0%) + '#014980': 426 (0.0%) + '#ffb000': 359 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 31,147,947/31,147,947 (100.0%) +Types: NoneType:21,022,357, str:10,125,590 +Null/Empty: null:21,022,357, empty_str:5,196,309 +String length avg: 6.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'question': 480 (0.0%) + 'meme': 239 (0.0%) + 'yolo': 157 (0.0%) + 'discussion': 117 (0.0%) + 'news': 101 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 31,147,947/31,147,947 (100.0%) +Types: list:31,147,947 +Null/Empty: empty_arr:25,573,785 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 31,147,947/31,147,947 (100.0%) +Types: NoneType:20,521,051, str:10,626,896 +Null/Empty: null:20,521,051, empty_str:1,090 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 177 (0.0%) + 'Meme': 83 (0.0%) + 'Question': 68 (0.0%) + 'YOLO': 45 (0.0%) + 'Other': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 31,147,947/31,147,947 (100.0%) +Types: str:31,147,947 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 26,824,507 (86.1%) + 'light': 4,323,440 (13.9%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 31,147,947/31,147,947 (100.0%) +Types: str:31,147,947 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 25,573,785 (82.1%) + 'richtext': 5,574,162 (17.9%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 31,147,947/31,147,947 (100.0%) +Types: bool:31,147,947 +Booleans: true:566,094 (1.8%), false:30,581,853 (98.2%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 31,147,947/31,147,947 (100.0%) +Types: NoneType:27,520,860, dict:3,627,087 +Null/Empty: null:27,520,860 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 31,147,947/31,147,947 (100.0%) +Types: dict:31,147,947 +Null/Empty: empty_obj:28,413,358 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 31,147,947/31,147,947 (100.0%) +Types: bool:31,147,947 +Booleans: true:219 (0.0%), false:31,147,728 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 31,147,947/31,147,947 (100.0%) +Types: str:31,147,947 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_k8b14y': 1 (0.0%) + 't3_kr8pez': 1 (0.0%) + 't3_krhade': 1 (0.0%) + 't3_kse8lr': 1 (0.0%) + 't3_kx78to': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 31,147,947/31,147,947 (100.0%) +Types: bool:31,147,947 +Booleans: true:14,827,051 (47.6%), false:16,320,896 (52.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 31,147,947/31,147,947 (100.0%) +Types: int:31,147,947 +Numeric values: 31,147,947 total +Numeric range: min:0, max:100,002, avg:5.9 +Numeric std dev: 118.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 31,147,947/31,147,947 (100.0%) +Types: int:31,147,947 +Numeric values: 31,147,947 total +Numeric range: min:0, max:617, avg:0.0 +Numeric std dev: 0.7 +Unique numbers tracked: 154 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 31,147,947/31,147,947 (100.0%) +Types: bool:31,147,947 +Booleans: true:9,202,832 (29.5%), false:21,945,115 (70.5%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 31,147,947/31,147,947 (100.0%) +Types: str:22,212,733, NoneType:8,935,214 +Null/Empty: null:8,935,214 +String length avg: 6.8 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 12,378,833 (55.7%) + 'no_ads': 7,383,023 (33.2%) + 'some_ads': 2,386,255 (10.7%) + 'promo_adult_nsfw': 63,880 (0.3%) + 'house_only': 684 (0.0%) + 'promo_all': 58 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 31,147,947/31,147,947 (100.0%) +Types: str:31,147,947 +String length avg: 65.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/House_Of_Belfast/comments/k8b14y/ill_keep_posti...': 1 (0.0%) + '/r/disneyemojiblitz/comments/kr8pez/bingo_event_di...': 1 (0.0%) + '/r/steamr/comments/krhade/the_steam_awards_2020_トレ...': 1 (0.0%) + '/r/SS13/comments/kse8lr/tales_from_space_station_1...': 1 (0.0%) + '/r/Stadia/comments/kx78to/setup_showoff_megathread...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 31,147,947/31,147,947 (100.0%) +Types: bool:31,147,947 +Booleans: true:0 (0.0%), false:31,147,947 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 31,147,947/31,147,947 (100.0%) +Types: int:22,212,733, NoneType:8,935,214 +Null/Empty: null:8,935,214 +Numeric values: 22,212,733 total +Numeric range: min:0, max:7, avg:4.1 +Numeric std dev: 2.9 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 12,378,833 (55.7%) + 0: 7,383,023 (33.2%) + 7: 2,386,255 (10.7%) + 3: 63,880 (0.3%) + 1: 684 (0.0%) + 5: 58 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 31,147,947/31,147,947 (100.0%) +Types: bool:31,147,947 +Booleans: true:0 (0.0%), false:31,147,947 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 31,147,947/31,147,947 (100.0%) +Types: NoneType:17,725,074, str:13,422,873 +Null/Empty: null:17,725,074 +String length avg: 7.5 +Unique strings tracked: 9 +String values distribution: + 'deleted': 7,414,217 (55.2%) + 'moderator': 3,744,767 (27.9%) + 'reddit': 2,107,851 (15.7%) + 'automod_filtered': 107,831 (0.8%) + 'copyright_takedown': 23,717 (0.2%) + 'author': 22,432 (0.2%) + 'content_takedown': 1,034 (0.0%) + 'anti_evil_ops': 901 (0.0%) + 'community_ops': 123 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 31,147,947/31,147,947 (100.0%) +Types: int:31,147,947 +Numeric values: 31,147,947 total +Numeric range: min:1,622,901,119, max:1,623,945,626, avg:1623387097.0 +Numeric std dev: 13715.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 31,147,947/31,147,947 (100.0%) +Types: int:31,147,947 +Numeric values: 31,147,947 total +Numeric range: min:0, max:216,798, avg:72.8 +Numeric std dev: 1116.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 31,147,947/31,147,947 (100.0%) +Types: NoneType:27,520,860, dict:3,627,087 +Null/Empty: null:27,520,860 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 31,147,947/31,147,947 (100.0%) +Types: dict:31,147,947 +Null/Empty: empty_obj:28,413,358 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 31,147,947/31,147,947 (100.0%) +Types: str:31,147,947 +Null/Empty: empty_str:16,356,390 +String length avg: 252.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,089 (0.0%) + '[removed]': 476 (0.0%) + 'help what is this sub for': 8 (0.0%) + 'what is this sub for': 6 (0.0%) + 'Terms and Conditions ALL PRODUCTS ARE FOR RESEARCH...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 31,147,947/31,147,947 (100.0%) +Types: bool:31,147,947 +Booleans: true:28,474,037 (91.4%), false:2,673,910 (8.6%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 31,147,947/31,147,947 (100.0%) +Types: bool:31,147,947 +Booleans: true:214,652 (0.7%), false:30,933,295 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 31,147,947/31,147,947 (100.0%) +Types: bool:31,147,947 +Booleans: true:53,909 (0.2%), false:31,094,038 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 31,147,947/31,147,947 (100.0%) +Types: str:31,147,947 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'wallstreetbets': 45 (0.0%) + 'thech': 20 (0.0%) + 'PlayboyOnReddit': 16 (0.0%) + 'dogecoin': 14 (0.0%) + 'Geosim': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 31,147,947/31,147,947 (100.0%) +Types: str:31,147,947 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2th52': 45 (0.0%) + 't5_3lc1os': 20 (0.0%) + 't5_2hvo1t': 16 (0.0%) + 't5_2zcp2': 14 (0.0%) + 't5_39wjl': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 31,147,947/31,147,947 (100.0%) +Types: int:31,147,947 +Numeric values: 31,147,947 total +Numeric range: min:0, max:36,455,551, avg:1442922.2 +Numeric std dev: 5045414.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 31,147,947/31,147,947 (100.0%) +Types: str:31,147,947 +String length avg: 6.1 +Unique strings tracked: 4 +String values distribution: + 'public': 27,295,318 (87.6%) + 'user': 1,976,450 (6.3%) + 'restricted': 1,876,178 (6.0%) + 'gold_restricted': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 31,147,947/31,147,947 (100.0%) +Types: NoneType:24,582,758, str:6,565,189 +Null/Empty: null:24,582,758 +String length avg: 4.8 +Unique strings tracked: 8 +String values distribution: + 'qa': 2,019,237 (30.8%) + 'confidence': 1,972,973 (30.1%) + 'new': 1,523,331 (23.2%) + 'top': 861,807 (13.1%) + 'old': 169,628 (2.6%) + 'controversial': 11,357 (0.2%) + 'live': 4,530 (0.1%) + 'random': 2,326 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 31,147,947/31,147,947 (100.0%) +Types: str:31,147,947 +String length avg: 23.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,280 (0.0%) + 'self': 1,021 (0.0%) + 'nsfw': 600 (0.0%) + 'image': 30 (0.0%) + 'spoiler': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 31,147,947/31,147,947 (100.0%) +Types: int:19,588,057, NoneType:11,559,890 +Null/Empty: null:11,559,890 +Numeric values: 19,588,057 total +Numeric range: min:0, max:140, avg:117.5 +Numeric std dev: 27.6 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 31,147,947/31,147,947 (100.0%) +Types: int:19,588,057, NoneType:11,559,890 +Null/Empty: null:11,559,890 +Numeric values: 19,588,057 total +Numeric range: min:0, max:140, avg:139.7 +Numeric std dev: 4.6 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 31,147,947/31,147,947 (100.0%) +Types: str:31,147,947 +String length avg: 54.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Pictures From Russia Protests - The New York Times': 9 (0.0%) + 'Winter storm update: Current snow totals for Metro...': 9 (0.0%) + 'C.M. - get her content in comments 💯💯⬇️⬇️': 7 (0.0%) + 'help what is this sub for': 7 (0.0%) + 'what': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 31,147,947/31,147,947 (100.0%) +Types: NoneType:31,146,553, str:1,394 +Null/Empty: null:31,146,553 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 1,394 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 31,147,947/31,147,947 (100.0%) +Types: int:31,147,947 +Numeric values: 31,147,947 total +Numeric range: min:0, max:15,034, avg:0.2 +Numeric std dev: 5.3 +Unique numbers tracked: 736 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 31,147,947/31,147,947 (100.0%) +Types: list:31,147,947 +Null/Empty: empty_arr:31,147,585 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 31,147,947/31,147,947 (100.0%) +Types: float:31,147,947 +Numeric values: 31,147,947 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 31,147,947/31,147,947 (100.0%) +Types: str:31,147,947 +String length avg: 60.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i1.wp.com/allmeblog.com/wp-content/uploads...': 9 (0.0%) + 'https://i1.wp.com/allmeblog.com/wp-content/uploads...': 9 (0.0%) + 'https://i.imgur.com/dxQYje0.jpg': 7 (0.0%) + 'https://www.redgifs.com/watch/eminentfarflungcarpe...': 4 (0.0%) + 'https://youtu.be/JY6bn_xjur8': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 31,147,947/31,147,947 (100.0%) +Types: str:22,212,756, NoneType:8,935,191 +Null/Empty: null:8,935,191 +String length avg: 6.8 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 12,306,530 (55.4%) + 'no_ads': 7,383,046 (33.2%) + 'some_ads': 2,336,718 (10.5%) + 'promo_adult_nsfw': 185,720 (0.8%) + 'house_only': 684 (0.0%) + 'promo_all': 58 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 31,147,947/31,147,947 (100.0%) +Types: int:22,212,756, NoneType:8,935,191 +Null/Empty: null:8,935,191 +Numeric values: 22,212,756 total +Numeric range: min:0, max:7, avg:4.1 +Numeric std dev: 2.9 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 12,306,530 (55.4%) + 0: 7,383,046 (33.2%) + 7: 2,336,718 (10.5%) + 3: 185,720 (0.8%) + 1: 684 (0.0%) + 5: 58 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 23,169,589/31,147,947 (74.4%) +Types: list:23,169,589 +Null/Empty: empty_arr:21,778,746 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 23,169,589/31,147,947 (74.4%) +Types: str:23,169,589 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 21,778,746 (94.0%) + 'richtext': 1,390,843 (6.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 23,169,589/31,147,947 (74.4%) +Types: str:23,169,589 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 109 (0.0%) + 't2_9jpsqayt': 20 (0.0%) + 't2_5yrm9qlt': 16 (0.0%) + 't2_bcevk': 15 (0.0%) + 't2_52ta7ibi': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 23,169,589/31,147,947 (74.4%) +Types: bool:23,169,589 +Booleans: true:0 (0.0%), false:23,169,589 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 23,169,589/31,147,947 (74.4%) +Types: bool:23,169,589 +Booleans: true:1,029,591 (4.4%), false:22,139,998 (95.6%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 20,479,299/31,147,947 (65.7%) +Types: str:20,479,299 +String length avg: 46.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i1.wp.com/allmeblog.com/wp-content/uploads...': 9 (0.0%) + 'https://i1.wp.com/allmeblog.com/wp-content/uploads...': 9 (0.0%) + 'https://i.imgur.com/dxQYje0.jpg': 7 (0.0%) + 'https://www.redgifs.com/watch/eminentfarflungcarpe...': 4 (0.0%) + 'https://www.youtube.com/watch?v=VGLVW2c_rKU': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 11,227,806/31,147,947 (36.0%) +Types: str:11,227,806 +String length avg: 5.7 +Unique strings tracked: 7 +String values distribution: + 'image': 6,130,946 (54.6%) + 'link': 2,308,110 (20.6%) + 'rich:video': 1,318,693 (11.7%) + 'self': 903,136 (8.0%) + 'hosted:video': 566,034 (5.0%) + 'gallery': 831 (0.0%) + 'video': 56 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 11,227,806/31,147,947 (36.0%) +Types: dict:11,227,806 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 9,545,035/31,147,947 (30.6%) +Types: str:9,545,035 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '96f6c79e-b853-11e5-a4cb-0ebdf030e05d': 54 (0.0%) + '0513bea8-4f64-11e9-886d-0e2b4fe7300c': 37 (0.0%) + 'da18a43a-83c5-11e8-9b6c-0e287561ddb8': 30 (0.0%) + '6bd9394c-0a95-11e9-82db-0eb3a11267a0': 10 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 1,838,231/31,147,947 (5.9%) +Types: dict:1,012,522, NoneType:825,709 +Null/Empty: null:825,709 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 1,466,794/31,147,947 (4.7%) +Types: dict:772,455, NoneType:694,339 +Null/Empty: null:694,339 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 1,466,794/31,147,947 (4.7%) +Types: bool:1,466,794 +Booleans: true:1,466,794 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,426,233/31,147,947 (4.6%) +Types: str:1,426,233 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_l9pxsz': 20 (0.0%) + 't3_l9ponx': 19 (0.0%) + 't3_l9q6ug': 16 (0.0%) + 't3_l99tet': 14 (0.0%) + 't3_l9q1tj': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,426,233/31,147,947 (4.6%) +Types: list:1,426,233 +Null/Empty: empty_arr:244,071 + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 180,206/31,147,947 (0.6%) +Types: dict:121,283, NoneType:58,923 +Null/Empty: null:58,923 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 102,283/31,147,947 (0.3%) +Types: bool:102,283 +Booleans: true:102,283 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 37,532/31,147,947 (0.1%) +Types: dict:37,532 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 27,825/31,147,947 (0.1%) +Types: NoneType:27,825 +Null/Empty: null:27,825 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 27,825/31,147,947 (0.1%) +Types: NoneType:27,825 +Null/Empty: null:27,825 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 27,825/31,147,947 (0.1%) +Types: str:27,690, NoneType:135 +Null/Empty: null:135 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_63g96nau': 489 (1.8%) + 't2_1zgtdn5v': 288 (1.0%) + 't2_1301cf': 173 (0.6%) + 't2_426vggz1': 154 (0.6%) + 't2_11j8s08d': 121 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 27,825/31,147,947 (0.1%) +Types: str:21,340, NoneType:6,485 +Null/Empty: null:6,485, empty_str:1 +String length avg: 24.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'apps.apple.com': 328 (1.5%) + 'play.google.com': 326 (1.5%) + 'qualcomm.com/news': 288 (1.3%) + 'https://www.brentwoodhome.com/': 178 (0.8%) + 'simplisafe.com': 121 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 27,825/31,147,947 (0.1%) +Types: NoneType:27,817, str:8 +Null/Empty: null:27,817 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 7 (87.5%) + 'iframe': 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 27,825/31,147,947 (0.1%) +Types: NoneType:27,817, str:8 +Null/Empty: null:27,817 +String length avg: 56.9 +Unique strings tracked: 8 +String values distribution: + 'https://style.fabletics.com/dmg/4799CD?utm_medium=...': 1 (12.5%) + 'https://soundcloud.com/itsparle/destined': 1 (12.5%) + 'https://twitter.com/ChelseaFC/status/1362402992629...': 1 (12.5%) + 'https://www.twitch.tv/nolay': 1 (12.5%) + 'https://fb.watch/3KnyBnW3yp/': 1 (12.5%) + 'https://vimeo.com/197878652': 1 (12.5%) + 'https://www.instagram.com/tv/CLZmlykDXi6': 1 (12.5%) + 'https://content.jwplatform.com/videos/t3SI13Q8-VIy...': 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 27,825/31,147,947 (0.1%) +Types: list:27,825 +Null/Empty: empty_arr:27,825 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 27,825/31,147,947 (0.1%) +Types: list:27,825 +Null/Empty: empty_arr:27,825 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 27,825/31,147,947 (0.1%) +Types: str:27,825 +String length avg: 108.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://apps.apple.com/us/app/pocket7games-win-cas...': 60 (0.2%) + 'https://apps.apple.com/us/app/bingo-clash-fun-buff...': 60 (0.2%) + 'https://play.google.com/store/apps/details?id=com....': 42 (0.2%) + 'https://apps.apple.com/us/app/public-invest-in-sto...': 24 (0.1%) + 'https://nomoslots.com/oppose-mini-casinos/': 21 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 27,825/31,147,947 (0.1%) +Types: NoneType:27,825 +Null/Empty: null:27,825 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 27,825/31,147,947 (0.1%) +Types: NoneType:27,825 +Null/Empty: null:27,825 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 27,825/31,147,947 (0.1%) +Types: bool:27,825 +Booleans: true:0 (0.0%), false:27,825 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 27,825/31,147,947 (0.1%) +Types: str:27,825 +Null/Empty: empty_str:9,627 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/muRLMTnQbaee...': 58 (0.3%) + 'https://reddit-image.s3.amazonaws.com/JfmZYSyZxuBk...': 47 (0.3%) + 'https://reddit-image.s3.amazonaws.com/2tiAZDEZNnBO...': 45 (0.2%) + 'https://reddit-image.s3.amazonaws.com/TS79uwl_EYPd...': 24 (0.1%) + 'https://reddit-image.s3.amazonaws.com/rcDcuylQnT_w...': 15 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 27,825/31,147,947 (0.1%) +Types: NoneType:27,825 +Null/Empty: null:27,825 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 27,825/31,147,947 (0.1%) +Types: dict:27,825 +Null/Empty: empty_obj:27,825 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 27,825/31,147,947 (0.1%) +Types: NoneType:27,825 +Null/Empty: null:27,825 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 27,825/31,147,947 (0.1%) +Types: bool:27,825 +Booleans: true:27,825 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 27,825/31,147,947 (0.1%) +Types: NoneType:27,825 +Null/Empty: null:27,825 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 27,825/31,147,947 (0.1%) +Types: NoneType:27,825 +Null/Empty: null:27,825 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 27,825/31,147,947 (0.1%) +Types: NoneType:27,825 +Null/Empty: null:27,825 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 27,825/31,147,947 (0.1%) +Types: bool:27,825 +Booleans: true:27,825 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 27,825/31,147,947 (0.1%) +Types: NoneType:27,825 +Null/Empty: null:27,825 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 27,825/31,147,947 (0.1%) +Types: list:27,825 +Null/Empty: empty_arr:27,825 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 27,825/31,147,947 (0.1%) +Types: NoneType:27,825 +Null/Empty: null:27,825 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 27,825/31,147,947 (0.1%) +Types: NoneType:27,825 +Null/Empty: null:27,825 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 25,772/31,147,947 (0.1%) +Types: str:25,772 +Null/Empty: empty_str:4 +String length avg: 8.6 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 8,333 (32.3%) + 'Shop Now': 5,252 (20.4%) + 'Sign Up': 2,810 (10.9%) + 'Download': 2,449 (9.5%) + 'Install': 2,282 (8.9%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 8,950/31,147,947 (0.0%) +Types: list:8,950 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,817/31,147,947 (0.0%) +Types: float:1,817 +Numeric values: 1,817 total +Numeric range: min:1,612,152,000.0, max:253,371,643,200.0, avg:1753031153.1 +Numeric std dev: 5904580822.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,817/31,147,947 (0.0%) +Types: bool:1,817 +Booleans: true:1 (0.1%), false:1,816 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,817/31,147,947 (0.0%) +Types: float:1,817 +Numeric values: 1,817 total +Numeric range: min:1,612,137,600.0, max:253,371,628,800.0, avg:1752970407.7 +Numeric std dev: 5904581842.6 +Unique numbers tracked: 994 + +================================================================================ + +================================================================================ +FILE: RS_2021-03.jsonl +Analysis Time: 2026-01-15 11:40:05 +================================================================================ +Processed lines: 33,006,103 +Total unique fields: 124 +Max unique values tracked per field: 1,000 +Sample size: 33,006,103 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 33,006,103/33,006,103 (100.0%) +Types: list:33,006,103 +Null/Empty: empty_arr:31,204,603 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 33,006,103/33,006,103 (100.0%) +Types: bool:33,006,103 +Booleans: true:1,328,216 (4.0%), false:31,677,887 (96.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 33,006,103/33,006,103 (100.0%) +Types: bool:33,006,103 +Booleans: true:0 (0.0%), false:33,006,103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 33,006,103/33,006,103 (100.0%) +Types: str:33,006,103 +String length avg: 11.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 405 (0.0%) + 'AutoModerator': 111 (0.0%) + 'plipleepluu': 63 (0.0%) + 'PlayboyOnReddit': 19 (0.0%) + 'Ornery-Control-9474': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 33,006,103/33,006,103 (100.0%) +Types: int:24,654,753, NoneType:8,351,350 +Null/Empty: null:8,351,350 +Numeric values: 24,654,753 total +Numeric range: min:1,118,030,400, max:1,617,235,053, avg:1560066038.9 +Numeric std dev: 72313304.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 33,006,103/33,006,103 (100.0%) +Types: NoneType:22,509,182, str:10,496,921 +Null/Empty: null:22,509,182, empty_str:8,779,648 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 5,988 (0.3%) + '#dadada': 1,398 (0.1%) + '#edeff1': 1,216 (0.1%) + '#373c3f': 764 (0.0%) + '#ea0027': 626 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 33,006,103/33,006,103 (100.0%) +Types: NoneType:31,709,142, str:1,296,961 +Null/Empty: null:31,709,142, empty_str:126,142 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'team-harmony': 120 (0.0%) + 'green': 91 (0.0%) + 'default': 47 (0.0%) + 'defaultclass': 39 (0.0%) + 'White': 37 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 33,006,103/33,006,103 (100.0%) +Types: NoneType:30,622,113, str:2,383,990 +Null/Empty: null:30,622,113 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 47 (0.0%) + '9811a942-f7ec-11e8-ba86-0e2871aefb54': 29 (0.0%) + 'ef54aab6-9bc7-11e1-a725-12313b0c247a': 21 (0.0%) + 'f1c6dad0-9bc7-11e1-83d5-12313b088941': 15 (0.0%) + 'ee2caff8-9bc7-11e1-bb7b-12313b07b651': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 33,006,103/33,006,103 (100.0%) +Types: NoneType:30,045,184, str:2,960,919 +Null/Empty: null:30,045,184, empty_str:197,859 +String length avg: 19.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'FC: <unknown> Trainer name: <unknown>': 36 (0.0%) + '15': 17 (0.0%) + 'Floppa #2428': 14 (0.0%) + 'Verified': 12 (0.0%) + ' ': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 33,006,103/33,006,103 (100.0%) +Types: NoneType:21,842,536, str:11,163,567 +Null/Empty: null:21,842,536, empty_str:50,038 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 10,368,731 (93.3%) + 'light': 744,798 (6.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 33,006,103/33,006,103 (100.0%) +Types: bool:33,006,103 +Booleans: true:24,822,561 (75.2%), false:8,183,542 (24.8%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 33,006,103/33,006,103 (100.0%) +Types: NoneType:33,005,435, str:668 +Null/Empty: null:33,005,435, empty_str:31 +String length avg: 14.2 +Unique strings tracked: 12 +Top 5 string values: + 'drawing_and_painting': 305 (47.9%) + 'photography': 87 (13.7%) + 'animals': 82 (12.9%) + 'gaming': 67 (10.5%) + 'entertainment': 47 (7.4%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 33,006,103/33,006,103 (100.0%) +Types: NoneType:32,742,810, list:263,293 +Null/Empty: null:32,742,810 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 33,006,103/33,006,103 (100.0%) +Types: bool:33,006,103 +Booleans: true:17,310 (0.1%), false:32,988,793 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 33,006,103/33,006,103 (100.0%) +Types: int:33,006,103 +Numeric values: 33,006,103 total +Numeric range: min:1,614,556,800, max:1,617,235,199, avg:1615884291.7 +Numeric std dev: 775930.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 33,006,103/33,006,103 (100.0%) +Types: NoneType:32,832,858, str:173,245 +Null/Empty: null:32,832,858 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 173,245 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 33,006,103/33,006,103 (100.0%) +Types: NoneType:32,964,014, str:42,089 +Null/Empty: null:32,964,014 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 42,045 (99.9%) + 'admin': 44 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 33,006,103/33,006,103 (100.0%) +Types: str:33,006,103 +Null/Empty: empty_str:3 +String length avg: 12.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 895 (0.0%) + 'i.imgur.com': 176 (0.0%) + 'reddit.com': 127 (0.0%) + 'parg.co': 122 (0.0%) + 'redgifs.com': 95 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 33,006,103/33,006,103 (100.0%) +Types: bool:32,258,715, float:747,388 +Booleans: true:0 (0.0%), false:32,258,715 (100.0%) +Numeric values: 747,388 total +Numeric range: min:1,614,557,006.0, max:1,623,485,112.0, avg:1616038471.0 +Numeric std dev: 1017943.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 33,006,103/33,006,103 (100.0%) +Types: int:33,006,103 +Numeric values: 33,006,103 total +Numeric range: min:0, max:245, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 38 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 33,006,103/33,006,103 (100.0%) +Types: dict:33,006,103 +Null/Empty: empty_obj:32,282,799 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 33,006,103/33,006,103 (100.0%) +Types: bool:33,006,103 +Booleans: true:0 (0.0%), false:33,006,103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 33,006,103/33,006,103 (100.0%) +Types: bool:33,006,103 +Booleans: true:14,309 (0.0%), false:32,991,794 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 33,006,103/33,006,103 (100.0%) +Types: str:33,006,103 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'lgu6s5': 1 (0.0%) + 'lklgur': 1 (0.0%) + 'lu619a': 1 (0.0%) + 'lukvj6': 1 (0.0%) + 'lukvso': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 33,006,103/33,006,103 (100.0%) +Types: bool:33,006,103 +Booleans: true:31,158 (0.1%), false:32,974,945 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 33,006,103/33,006,103 (100.0%) +Types: bool:33,006,103 +Booleans: true:19,448,653 (58.9%), false:13,557,450 (41.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 33,006,103/33,006,103 (100.0%) +Types: bool:33,006,103 +Booleans: true:200 (0.0%), false:33,005,903 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 33,006,103/33,006,103 (100.0%) +Types: bool:33,006,103 +Booleans: true:202,724 (0.6%), false:32,803,379 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 33,006,103/33,006,103 (100.0%) +Types: bool:33,006,103 +Booleans: true:11,879,810 (36.0%), false:21,126,293 (64.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 33,006,103/33,006,103 (100.0%) +Types: bool:33,006,103 +Booleans: true:19,496,862 (59.1%), false:13,509,241 (40.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 33,006,103/33,006,103 (100.0%) +Types: bool:33,006,103 +Booleans: true:11,082,603 (33.6%), false:21,923,500 (66.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 33,006,103/33,006,103 (100.0%) +Types: bool:33,006,103 +Booleans: true:987,931 (3.0%), false:32,018,172 (97.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 33,006,103/33,006,103 (100.0%) +Types: str:33,006,103 +Null/Empty: empty_str:25,234,101 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 521 (0.0%) + '#ea0027': 426 (0.0%) + '#0079d3': 352 (0.0%) + '#ffd635': 295 (0.0%) + '#46d160': 235 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 33,006,103/33,006,103 (100.0%) +Types: NoneType:22,343,232, str:10,662,871 +Null/Empty: null:22,343,232, empty_str:5,756,456 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'question': 149 (0.0%) + 'discussion': 138 (0.0%) + 'blue': 72 (0.0%) + 'meme': 66 (0.0%) + 'removed': 50 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 33,006,103/33,006,103 (100.0%) +Types: list:33,006,103 +Null/Empty: empty_arr:27,373,883 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 33,006,103/33,006,103 (100.0%) +Types: NoneType:21,809,155, str:11,196,948 +Null/Empty: null:21,809,155, empty_str:862 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 90 (0.0%) + 'Question': 62 (0.0%) + 'Meme': 44 (0.0%) + 'Other': 25 (0.0%) + 'M4F': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 33,006,103/33,006,103 (100.0%) +Types: str:33,006,103 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 28,675,019 (86.9%) + 'light': 4,331,084 (13.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 33,006,103/33,006,103 (100.0%) +Types: str:33,006,103 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 27,373,883 (82.9%) + 'richtext': 5,632,220 (17.1%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 33,006,103/33,006,103 (100.0%) +Types: bool:33,006,103 +Booleans: true:613,983 (1.9%), false:32,392,120 (98.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 33,006,103/33,006,103 (100.0%) +Types: NoneType:29,249,196, dict:3,756,907 +Null/Empty: null:29,249,196 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 33,006,103/33,006,103 (100.0%) +Types: dict:33,006,103 +Null/Empty: empty_obj:30,234,799 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 33,006,103/33,006,103 (100.0%) +Types: bool:33,006,103 +Booleans: true:275 (0.0%), false:33,005,828 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 33,006,103/33,006,103 (100.0%) +Types: str:33,006,103 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_lgu6s5': 1 (0.0%) + 't3_lklgur': 1 (0.0%) + 't3_lu619a': 1 (0.0%) + 't3_lukvj6': 1 (0.0%) + 't3_lukvso': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 33,006,103/33,006,103 (100.0%) +Types: bool:33,006,103 +Booleans: true:15,517,181 (47.0%), false:17,488,922 (53.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 33,006,103/33,006,103 (100.0%) +Types: int:33,006,103 +Numeric values: 33,006,103 total +Numeric range: min:0, max:100,001, avg:6.0 +Numeric std dev: 99.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 33,006,103/33,006,103 (100.0%) +Types: int:33,006,103 +Numeric values: 33,006,103 total +Numeric range: min:0, max:861, avg:0.0 +Numeric std dev: 0.7 +Unique numbers tracked: 176 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 33,006,103/33,006,103 (100.0%) +Types: bool:33,006,103 +Booleans: true:9,851,218 (29.8%), false:23,154,885 (70.2%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 33,006,103/33,006,103 (100.0%) +Types: str:23,191,315, NoneType:9,814,788 +Null/Empty: null:9,814,788 +String length avg: 6.8 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 12,916,938 (55.7%) + 'no_ads': 7,940,374 (34.2%) + 'some_ads': 2,272,291 (9.8%) + 'promo_adult_nsfw': 60,830 (0.3%) + 'house_only': 804 (0.0%) + 'promo_all': 78 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 33,006,103/33,006,103 (100.0%) +Types: str:33,006,103 +String length avg: 65.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Dree/comments/lgu6s5/daddy_personally_of_of_my_...': 1 (0.0%) + '/r/Stadia/comments/lklgur/setup_showoff_megathread...': 1 (0.0%) + '/r/glossier/comments/lu619a/march_2021_bff_code_me...': 1 (0.0%) + '/r/Sharing_Spirit/comments/lukvj6/there_is_only_ch...': 1 (0.0%) + '/r/Sharing_Spirit/comments/lukvso/if_you_do_what_y...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 33,006,103/33,006,103 (100.0%) +Types: bool:33,006,103 +Booleans: true:0 (0.0%), false:33,006,103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 33,006,103/33,006,103 (100.0%) +Types: int:23,191,315, NoneType:9,814,788 +Null/Empty: null:9,814,788 +Numeric values: 23,191,315 total +Numeric range: min:0, max:7, avg:4.0 +Numeric std dev: 2.9 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 12,916,938 (55.7%) + 0: 7,940,374 (34.2%) + 7: 2,272,291 (9.8%) + 3: 60,830 (0.3%) + 1: 804 (0.0%) + 5: 78 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 33,006,103/33,006,103 (100.0%) +Types: bool:33,006,103 +Booleans: true:0 (0.0%), false:33,006,103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 33,006,103/33,006,103 (100.0%) +Types: NoneType:19,476,774, str:13,529,329 +Null/Empty: null:19,476,774 +String length avg: 7.5 +Unique strings tracked: 9 +String values distribution: + 'deleted': 7,645,758 (56.5%) + 'moderator': 3,555,771 (26.3%) + 'reddit': 2,163,751 (16.0%) + 'automod_filtered': 109,679 (0.8%) + 'copyright_takedown': 29,251 (0.2%) + 'author': 22,856 (0.2%) + 'anti_evil_ops': 1,107 (0.0%) + 'content_takedown': 695 (0.0%) + 'community_ops': 461 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 33,006,103/33,006,103 (100.0%) +Types: int:33,006,103 +Numeric values: 33,006,103 total +Numeric range: min:1,622,884,191, max:1,624,226,153, avg:1623426328.1 +Numeric std dev: 18159.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 33,006,103/33,006,103 (100.0%) +Types: int:33,006,103 +Numeric values: 33,006,103 total +Numeric range: min:0, max:215,062, avg:73.3 +Numeric std dev: 1085.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 33,006,103/33,006,103 (100.0%) +Types: NoneType:29,249,196, dict:3,756,907 +Null/Empty: null:29,249,196 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 33,006,103/33,006,103 (100.0%) +Types: dict:33,006,103 +Null/Empty: empty_obj:30,234,799 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 33,006,103/33,006,103 (100.0%) +Types: str:33,006,103 +Null/Empty: empty_str:17,639,311 +String length avg: 255.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 959 (0.0%) + '[removed]': 389 (0.0%) + 'Interested in junk, fluxes and urban or forest sco...': 4 (0.0%) + 'This is a status post for w09': 4 (0.0%) + 'Hi everyone. I was diagnosed with adhd years ago, ...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 33,006,103/33,006,103 (100.0%) +Types: bool:33,006,103 +Booleans: true:30,245,785 (91.6%), false:2,760,318 (8.4%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 33,006,103/33,006,103 (100.0%) +Types: bool:33,006,103 +Booleans: true:234,394 (0.7%), false:32,771,709 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 33,006,103/33,006,103 (100.0%) +Types: bool:33,006,103 +Booleans: true:63,896 (0.2%), false:32,942,207 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 33,006,103/33,006,103 (100.0%) +Types: str:33,006,103 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'u_plipleepluu': 41 (0.0%) + 'PlayboyOnReddit': 15 (0.0%) + 'teenagers': 11 (0.0%) + 'AskReddit': 11 (0.0%) + 'PlushHunterHaven': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 33,006,103/33,006,103 (100.0%) +Types: str:33,006,103 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_rz1pq': 41 (0.0%) + 't5_2hvo1t': 15 (0.0%) + 't5_2rjli': 11 (0.0%) + 't5_2qh1i': 11 (0.0%) + 't5_2g508l': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 33,006,103/33,006,103 (100.0%) +Types: int:33,006,103 +Numeric values: 33,006,103 total +Numeric range: min:0, max:103,804,769, avg:1328667.7 +Numeric std dev: 4970831.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 33,006,103/33,006,103 (100.0%) +Types: str:33,006,103 +String length avg: 6.1 +Unique strings tracked: 4 +String values distribution: + 'public': 28,877,378 (87.5%) + 'user': 2,107,039 (6.4%) + 'restricted': 2,021,681 (6.1%) + 'archived': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 33,006,103/33,006,103 (100.0%) +Types: NoneType:26,377,175, str:6,628,928 +Null/Empty: null:26,377,175 +String length avg: 4.6 +Unique strings tracked: 8 +String values distribution: + 'qa': 2,151,306 (32.5%) + 'confidence': 1,762,455 (26.6%) + 'new': 1,593,690 (24.0%) + 'top': 936,529 (14.1%) + 'old': 167,443 (2.5%) + 'controversial': 10,259 (0.2%) + 'live': 4,696 (0.1%) + 'random': 2,550 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 33,006,103/33,006,103 (100.0%) +Types: str:33,006,103 +String length avg: 24.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,287 (0.0%) + 'self': 1,014 (0.0%) + 'nsfw': 802 (0.0%) + 'image': 42 (0.0%) + 'spoiler': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 33,006,103/33,006,103 (100.0%) +Types: int:21,146,518, NoneType:11,859,585 +Null/Empty: null:11,859,585 +Numeric values: 21,146,518 total +Numeric range: min:0, max:140, avg:117.5 +Numeric std dev: 27.6 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 33,006,103/33,006,103 (100.0%) +Types: int:21,146,518, NoneType:11,859,585 +Null/Empty: null:11,859,585 +Numeric values: 21,146,518 total +Numeric range: min:0, max:140, avg:139.7 +Numeric std dev: 4.9 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 33,006,103/33,006,103 (100.0%) +Types: str:33,006,103 +String length avg: 55.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Acrobatics': 9 (0.0%) + 'Iran Rejects Nuclear Deal Talks With U.S. Proposed...': 8 (0.0%) + 'Status 2021 w09': 4 (0.0%) + 'Eden Rose Gets Her Sexy Ass Fucked !': 4 (0.0%) + 'Looking for a BIG SQUIRTER 💦💦💦+ ass obsessed FREAK...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 33,006,103/33,006,103 (100.0%) +Types: NoneType:33,004,556, str:1,547 +Null/Empty: null:33,004,556 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 1,547 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 33,006,103/33,006,103 (100.0%) +Types: int:33,006,103 +Numeric values: 33,006,103 total +Numeric range: min:0, max:8,363, avg:0.2 +Numeric std dev: 4.4 +Unique numbers tracked: 710 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 33,006,103/33,006,103 (100.0%) +Types: list:33,006,103 +Null/Empty: empty_arr:33,005,742 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 33,006,103/33,006,103 (100.0%) +Types: float:33,006,103 +Numeric values: 33,006,103 total +Numeric range: min:0.01, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 100 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 33,006,103/33,006,103 (100.0%) +Types: str:33,006,103 +String length avg: 60.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/snoopyenchantingfrillnec...': 9 (0.0%) + 'https://i0.wp.com/allmeblog.com/wp-content/uploads...': 8 (0.0%) + 'https://redgifs.com/watch/firstorganicamericancroc...': 4 (0.0%) + 'https://i.imgur.com/hzzss2F.jpg': 4 (0.0%) + 'https://v.redd.it/1li26boo4bk61': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 33,006,103/33,006,103 (100.0%) +Types: str:23,191,315, NoneType:9,814,788 +Null/Empty: null:9,814,788 +String length avg: 6.8 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 12,837,302 (55.4%) + 'no_ads': 7,940,374 (34.2%) + 'some_ads': 2,219,118 (9.6%) + 'promo_adult_nsfw': 193,639 (0.8%) + 'house_only': 804 (0.0%) + 'promo_all': 78 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 33,006,103/33,006,103 (100.0%) +Types: int:23,191,315, NoneType:9,814,788 +Null/Empty: null:9,814,788 +Numeric values: 23,191,315 total +Numeric range: min:0, max:7, avg:4.0 +Numeric std dev: 2.9 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 12,837,302 (55.4%) + 0: 7,940,374 (34.2%) + 7: 2,219,118 (9.6%) + 3: 193,639 (0.8%) + 1: 804 (0.0%) + 5: 78 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 24,822,561/33,006,103 (75.2%) +Types: list:24,822,561 +Null/Empty: empty_arr:23,289,815 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 24,822,561/33,006,103 (75.2%) +Types: str:24,822,561 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 23,289,815 (93.8%) + 'richtext': 1,532,746 (6.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 24,822,561/33,006,103 (75.2%) +Types: str:24,822,561 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 111 (0.0%) + 't2_2oinc8d0': 63 (0.0%) + 't2_5yrm9qlt': 19 (0.0%) + 't2_9jpsqayt': 18 (0.0%) + 't2_bcevk': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 24,822,561/33,006,103 (75.2%) +Types: bool:24,822,561 +Booleans: true:0 (0.0%), false:24,822,561 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 24,822,561/33,006,103 (75.2%) +Types: bool:24,822,561 +Booleans: true:1,273,983 (5.1%), false:23,548,578 (94.9%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 21,923,500/33,006,103 (66.4%) +Types: str:21,923,500 +String length avg: 46.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/2WdlnO4.jpg': 13 (0.0%) + 'https://redgifs.com/watch/firstorganicamericancroc...': 9 (0.0%) + 'https://redgifs.com/watch/snoopyenchantingfrillnec...': 9 (0.0%) + 'https://i.imgur.com/hzzss2F.jpg': 8 (0.0%) + 'https://i0.wp.com/allmeblog.com/wp-content/uploads...': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 12,243,307/33,006,103 (37.1%) +Types: str:12,243,307 +String length avg: 5.7 +Unique strings tracked: 7 +String values distribution: + 'image': 6,741,532 (55.1%) + 'link': 2,683,989 (21.9%) + 'rich:video': 1,450,655 (11.8%) + 'self': 730,192 (6.0%) + 'hosted:video': 635,803 (5.2%) + 'gallery': 1,028 (0.0%) + 'video': 108 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 12,243,307/33,006,103 (37.1%) +Types: dict:12,243,307 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 10,089,495/33,006,103 (30.6%) +Types: str:10,089,495 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '86e87e96-ce66-11ea-b671-0eb29aef81b9': 10 (0.0%) + '855d88d0-845f-11e3-8645-12313d18400c': 10 (0.0%) + '68e40d50-6435-11e2-97c8-12313b0c247a': 9 (0.0%) + '5d4798d6-0fd1-11eb-aa3c-0e4a65b34c57': 8 (0.0%) + '9f977b78-a829-11e8-b33f-0ee05f7ae348': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 1,991,708/33,006,103 (6.0%) +Types: dict:1,195,045, NoneType:796,663 +Null/Empty: null:796,663, empty_obj:3 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 1,584,269/33,006,103 (4.8%) +Types: dict:923,467, NoneType:660,802 +Null/Empty: null:660,802 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 1,584,269/33,006,103 (4.8%) +Types: bool:1,584,269 +Booleans: true:1,584,269 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,490,637/33,006,103 (4.5%) +Types: str:1,490,637 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_luv07c': 24 (0.0%) + 't3_luqhb9': 20 (0.0%) + 't3_luuhu3': 19 (0.0%) + 't3_luurzb': 18 (0.0%) + 't3_luo1wa': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,490,637/33,006,103 (4.5%) +Types: list:1,490,637 +Null/Empty: empty_arr:174,099 + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 195,059/33,006,103 (0.6%) +Types: dict:136,446, NoneType:58,613 +Null/Empty: null:58,613 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 67,699/33,006,103 (0.2%) +Types: bool:67,699 +Booleans: true:67,699 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 37,610/33,006,103 (0.1%) +Types: dict:37,610 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 31,158/33,006,103 (0.1%) +Types: NoneType:31,158 +Null/Empty: null:31,158 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 31,158/33,006,103 (0.1%) +Types: NoneType:31,158 +Null/Empty: null:31,158 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 31,158/33,006,103 (0.1%) +Types: str:31,046, NoneType:112 +Null/Empty: null:112 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_25usvnh7': 120 (0.4%) + 't2_af6qhr1f': 110 (0.4%) + 't2_v5zox': 109 (0.4%) + 't2_aj8jc46i': 82 (0.3%) + 't2_3j2avnpr': 78 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 31,158/33,006,103 (0.1%) +Types: str:23,342, NoneType:7,816 +Null/Empty: null:7,816, empty_str:10 +String length avg: 24.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://veteranlegalgroup.org/lp/va_rdt.php': 110 (0.5%) + 'apps.apple.com': 85 (0.4%) + 'glossier.com': 78 (0.3%) + 'play.google.com': 69 (0.3%) + 'galvanize.com/hackreactor': 69 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 31,158/33,006,103 (0.1%) +Types: NoneType:31,100, str:58 +Null/Empty: null:31,100 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'iframe': 54 (93.1%) + 'scrape': 4 (6.9%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 31,158/33,006,103 (0.1%) +Types: NoneType:31,100, str:58 +Null/Empty: null:31,100 +String length avg: 45.7 +Unique strings tracked: 20 +Top 5 string values: + 'https://d15okhdghbfysy.cloudfront.net/': 9 (15.5%) + 'https://d1rv9hk8pvw4g3.cloudfront.net/7426.html': 7 (12.1%) + 'https://d1rv9hk8pvw4g3.cloudfront.net/7905.html': 7 (12.1%) + 'https://d1rv9hk8pvw4g3.cloudfront.net/': 5 (8.6%) + 'https://d15okhdghbfysy.cloudfront.net/7426.html': 5 (8.6%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 31,158/33,006,103 (0.1%) +Types: list:31,158 +Null/Empty: empty_arr:31,158 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 31,158/33,006,103 (0.1%) +Types: list:31,158 +Null/Empty: empty_arr:31,158 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 31,158/33,006,103 (0.1%) +Types: str:31,158 +String length avg: 112.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://veteranlegalgroup.org/lp/va_rdt.php': 110 (0.4%) + 'https://maryann-official.com/?ref=nf9r3jcjlxjd': 54 (0.2%) + 'http://mybook.to/stmageomnibus': 18 (0.1%) + 'https://apps.apple.com/us/app/state-of-survival/id...': 17 (0.1%) + 'https://www.ulta.com/ways-to-shop-ulta-beauty/in-s...': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 31,158/33,006,103 (0.1%) +Types: NoneType:31,158 +Null/Empty: null:31,158 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 31,158/33,006,103 (0.1%) +Types: NoneType:31,158 +Null/Empty: null:31,158 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 31,158/33,006,103 (0.1%) +Types: bool:31,158 +Booleans: true:0 (0.0%), false:31,158 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 31,158/33,006,103 (0.1%) +Types: str:31,158 +Null/Empty: empty_str:10,767 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/CKDgrs_8dNnD...': 37 (0.2%) + 'https://reddit-image.s3.amazonaws.com/ltegJOsunsE-...': 36 (0.2%) + 'https://reddit-image.s3.amazonaws.com/3QWrlWZE16V4...': 9 (0.0%) + 'https://reddit-image.s3.amazonaws.com/K4rLCm60faIN...': 9 (0.0%) + 'https://reddit-image.s3.amazonaws.com/XuI2Co2j4eXa...': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 31,158/33,006,103 (0.1%) +Types: NoneType:31,158 +Null/Empty: null:31,158 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 31,158/33,006,103 (0.1%) +Types: dict:31,158 +Null/Empty: empty_obj:31,158 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 31,158/33,006,103 (0.1%) +Types: NoneType:31,158 +Null/Empty: null:31,158 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 31,158/33,006,103 (0.1%) +Types: bool:31,158 +Booleans: true:31,158 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 31,158/33,006,103 (0.1%) +Types: NoneType:31,158 +Null/Empty: null:31,158 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 31,158/33,006,103 (0.1%) +Types: NoneType:31,158 +Null/Empty: null:31,158 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 31,158/33,006,103 (0.1%) +Types: NoneType:31,158 +Null/Empty: null:31,158 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 31,158/33,006,103 (0.1%) +Types: bool:31,158 +Booleans: true:31,158 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 31,158/33,006,103 (0.1%) +Types: NoneType:31,158 +Null/Empty: null:31,158 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 31,158/33,006,103 (0.1%) +Types: list:31,158 +Null/Empty: empty_arr:31,158 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 31,158/33,006,103 (0.1%) +Types: NoneType:31,158 +Null/Empty: null:31,158 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 31,158/33,006,103 (0.1%) +Types: NoneType:31,158 +Null/Empty: null:31,158 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 28,616/33,006,103 (0.1%) +Types: str:28,616 +Null/Empty: empty_str:4 +String length avg: 8.7 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 10,791 (37.7%) + 'Shop Now': 4,995 (17.5%) + 'Sign Up': 4,335 (15.2%) + 'Download': 2,479 (8.7%) + 'View More': 1,353 (4.7%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 8,470/33,006,103 (0.0%) +Types: list:8,470 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 2,222/33,006,103 (0.0%) +Types: float:2,222 +Numeric values: 2,222 total +Numeric range: min:1,614,558,600.0, max:1,745,205,600.0, avg:1616349391.4 +Numeric std dev: 3565649.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 2,222/33,006,103 (0.0%) +Types: bool:2,222 +Booleans: true:0 (0.0%), false:2,222 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 2,222/33,006,103 (0.0%) +Types: float:2,222 +Numeric values: 2,222 total +Numeric range: min:1,614,556,800.0, max:1,745,191,200.0, avg:1616296841.5 +Numeric std dev: 3564722.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +================================================================================ + +================================================================================ +FILE: RS_2021-04.jsonl +Analysis Time: 2026-01-15 12:44:38 +================================================================================ +Processed lines: 31,616,206 +Total unique fields: 124 +Max unique values tracked per field: 1,000 +Sample size: 31,616,206 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 31,616,206/31,616,206 (100.0%) +Types: list:31,616,206 +Null/Empty: empty_arr:29,932,515 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 31,616,206/31,616,206 (100.0%) +Types: bool:31,616,206 +Booleans: true:1,301,509 (4.1%), false:30,314,697 (95.9%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 31,616,206/31,616,206 (100.0%) +Types: bool:31,616,206 +Booleans: true:0 (0.0%), false:31,616,206 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 31,616,206/31,616,206 (100.0%) +Types: str:31,616,206 +String length avg: 11.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 387 (0.0%) + 'AutoModerator': 61 (0.0%) + 'PlayboyOnReddit': 17 (0.0%) + 'MahmutFerati': 15 (0.0%) + 'sharewithme': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 31,616,206/31,616,206 (100.0%) +Types: int:23,856,580, NoneType:7,759,626 +Null/Empty: null:7,759,626 +Numeric values: 23,856,580 total +Numeric range: min:1,120,363,200, max:1,619,827,075, avg:1561177829.4 +Numeric std dev: 72534200.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 31,616,206/31,616,206 (100.0%) +Types: NoneType:21,998,514, str:9,617,692 +Null/Empty: null:21,998,514, empty_str:8,129,573 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 4,655 (0.3%) + '#edeff1': 1,162 (0.1%) + '#dadada': 1,022 (0.1%) + '#d3d6da': 575 (0.0%) + '#349e48': 551 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 31,616,206/31,616,206 (100.0%) +Types: NoneType:30,422,386, str:1,193,820 +Null/Empty: null:30,422,386, empty_str:118,425 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 42 (0.0%) + 'defaultclass': 39 (0.0%) + 'green': 34 (0.0%) + 'orange': 27 (0.0%) + 'xbox': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 31,616,206/31,616,206 (100.0%) +Types: NoneType:29,497,753, str:2,118,453 +Null/Empty: null:29,497,753 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '55b1a3ba-6fad-11ea-a21b-0e6bccfdaf2f': 388 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 11 (0.0%) + 'ec0eee20-9bc7-11e1-83d5-12313b088941': 10 (0.0%) + 'ee2caff8-9bc7-11e1-bb7b-12313b07b651': 10 (0.0%) + 'e4dc4e14-69f9-11ea-abe8-0eb5501e2a6b': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 31,616,206/31,616,206 (100.0%) +Types: NoneType:28,954,430, str:2,661,776 +Null/Empty: null:28,954,430, empty_str:167,531 +String length avg: 17.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Green': 348 (0.0%) + 'безхатько': 19 (0.0%) + 'Verified': 10 (0.0%) + ' ': 10 (0.0%) + '+1 Karma': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 31,616,206/31,616,206 (100.0%) +Types: NoneType:21,368,189, str:10,248,017 +Null/Empty: null:21,368,189, empty_str:42,263 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 9,677,532 (94.8%) + 'light': 528,222 (5.2%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 31,616,206/31,616,206 (100.0%) +Types: bool:31,616,206 +Booleans: true:24,047,166 (76.1%), false:7,569,040 (23.9%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 31,616,206/31,616,206 (100.0%) +Types: NoneType:31,615,565, str:641 +Null/Empty: null:31,615,565, empty_str:31 +String length avg: 13.6 +Unique strings tracked: 11 +Top 5 string values: + 'drawing_and_painting': 260 (42.6%) + 'gaming': 85 (13.9%) + 'photography': 83 (13.6%) + 'animals': 67 (11.0%) + 'entertainment': 55 (9.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 31,616,206/31,616,206 (100.0%) +Types: NoneType:31,374,255, list:241,951 +Null/Empty: null:31,374,255 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 31,616,206/31,616,206 (100.0%) +Types: bool:31,616,206 +Booleans: true:17,217 (0.1%), false:31,598,989 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 31,616,206/31,616,206 (100.0%) +Types: int:31,616,206 +Numeric values: 31,616,206 total +Numeric range: min:1,617,235,200, max:1,619,827,199, avg:1618554376.3 +Numeric std dev: 751686.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 31,616,206/31,616,206 (100.0%) +Types: NoneType:31,434,101, str:182,105 +Null/Empty: null:31,434,101 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 182,105 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 31,616,206/31,616,206 (100.0%) +Types: NoneType:31,569,462, str:46,744 +Null/Empty: null:31,569,462 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 46,693 (99.9%) + 'admin': 51 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 31,616,206/31,616,206 (100.0%) +Types: str:31,616,206 +Null/Empty: empty_str:8 +String length avg: 12.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 831 (0.0%) + 'i.imgur.com': 168 (0.0%) + 'reddit.com': 154 (0.0%) + 'v.redd.it': 85 (0.0%) + 'redgifs.com': 67 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 31,616,206/31,616,206 (100.0%) +Types: bool:30,898,160, float:718,046 +Booleans: true:0 (0.0%), false:30,898,160 (100.0%) +Numeric values: 718,046 total +Numeric range: min:1,617,235,454.0, max:1,623,696,883.0, avg:1618655402.4 +Numeric std dev: 875662.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 31,616,206/31,616,206 (100.0%) +Types: int:31,616,206 +Numeric values: 31,616,206 total +Numeric range: min:0, max:448, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 31 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 31,616,206/31,616,206 (100.0%) +Types: dict:31,616,206 +Null/Empty: empty_obj:30,949,536 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 31,616,206/31,616,206 (100.0%) +Types: bool:31,616,206 +Booleans: true:0 (0.0%), false:31,616,206 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 31,616,206/31,616,206 (100.0%) +Types: bool:31,616,206 +Booleans: true:14,913 (0.0%), false:31,601,293 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 31,616,206/31,616,206 (100.0%) +Types: str:31,616,206 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'lupsor': 1 (0.0%) + 'lvkuor': 1 (0.0%) + 'lvl4ua': 1 (0.0%) + 'm5qc8n': 1 (0.0%) + 'm5qdh7': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 31,616,206/31,616,206 (100.0%) +Types: bool:31,616,206 +Booleans: true:31,752 (0.1%), false:31,584,454 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 31,616,206/31,616,206 (100.0%) +Types: bool:31,616,206 +Booleans: true:18,836,822 (59.6%), false:12,779,384 (40.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 31,616,206/31,616,206 (100.0%) +Types: bool:31,616,206 +Booleans: true:246 (0.0%), false:31,615,960 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 31,616,206/31,616,206 (100.0%) +Types: bool:31,616,206 +Booleans: true:194,193 (0.6%), false:31,422,013 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 31,616,206/31,616,206 (100.0%) +Types: bool:31,616,206 +Booleans: true:11,090,202 (35.1%), false:20,526,004 (64.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 31,616,206/31,616,206 (100.0%) +Types: bool:31,616,206 +Booleans: true:18,885,327 (59.7%), false:12,730,879 (40.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 31,616,206/31,616,206 (100.0%) +Types: bool:31,616,206 +Booleans: true:10,646,613 (33.7%), false:20,969,593 (66.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 31,616,206/31,616,206 (100.0%) +Types: bool:31,616,206 +Booleans: true:943,191 (3.0%), false:30,673,015 (97.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 31,616,206/31,616,206 (100.0%) +Types: str:31,616,206 +Null/Empty: empty_str:23,901,425 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 585 (0.0%) + '#ea0027': 389 (0.0%) + '#ffd635': 314 (0.0%) + '#0079d3': 305 (0.0%) + '#46d160': 258 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 31,616,206/31,616,206 (100.0%) +Types: NoneType:21,192,396, str:10,423,810 +Null/Empty: null:21,192,396, empty_str:5,789,340 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 147 (0.0%) + 'question': 121 (0.0%) + 'meme': 64 (0.0%) + 'other': 58 (0.0%) + 'red': 53 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 31,616,206/31,616,206 (100.0%) +Types: list:31,616,206 +Null/Empty: empty_arr:26,191,533 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 31,616,206/31,616,206 (100.0%) +Types: NoneType:20,679,688, str:10,936,518 +Null/Empty: null:20,679,688, empty_str:1,023 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 84 (0.0%) + 'Question': 76 (0.0%) + 'Meme': 40 (0.0%) + 'Other': 17 (0.0%) + 'Video': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 31,616,206/31,616,206 (100.0%) +Types: str:31,616,206 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 27,370,714 (86.6%) + 'light': 4,245,492 (13.4%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 31,616,206/31,616,206 (100.0%) +Types: str:31,616,206 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 26,191,533 (82.8%) + 'richtext': 5,424,673 (17.2%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 31,616,206/31,616,206 (100.0%) +Types: bool:31,616,206 +Booleans: true:608,076 (1.9%), false:31,008,130 (98.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 31,616,206/31,616,206 (100.0%) +Types: NoneType:28,049,597, dict:3,566,609 +Null/Empty: null:28,049,597 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 31,616,206/31,616,206 (100.0%) +Types: dict:31,616,206 +Null/Empty: empty_obj:28,987,724 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 31,616,206/31,616,206 (100.0%) +Types: bool:31,616,206 +Booleans: true:207 (0.0%), false:31,615,999 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 31,616,206/31,616,206 (100.0%) +Types: str:31,616,206 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_lupsor': 1 (0.0%) + 't3_lvkuor': 1 (0.0%) + 't3_lvl4ua': 1 (0.0%) + 't3_m5qc8n': 1 (0.0%) + 't3_m5qdh7': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 31,616,206/31,616,206 (100.0%) +Types: bool:31,616,206 +Booleans: true:14,639,244 (46.3%), false:16,976,962 (53.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 31,616,206/31,616,206 (100.0%) +Types: int:31,616,206 +Numeric values: 31,616,206 total +Numeric range: min:0, max:100,039, avg:6.2 +Numeric std dev: 86.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 31,616,206/31,616,206 (100.0%) +Types: int:31,616,206 +Numeric values: 31,616,206 total +Numeric range: min:0, max:919, avg:0.0 +Numeric std dev: 0.7 +Unique numbers tracked: 158 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 31,616,206/31,616,206 (100.0%) +Types: bool:31,616,206 +Booleans: true:9,721,044 (30.7%), false:21,895,162 (69.3%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 31,616,206/31,616,206 (100.0%) +Types: str:22,217,630, NoneType:9,398,576 +Null/Empty: null:9,398,576 +String length avg: 6.8 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 12,315,995 (55.4%) + 'no_ads': 7,686,271 (34.6%) + 'some_ads': 2,156,180 (9.7%) + 'promo_adult_nsfw': 58,457 (0.3%) + 'house_only': 678 (0.0%) + 'promo_all': 49 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 31,616,206/31,616,206 (100.0%) +Types: str:31,616,206 +String length avg: 65.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/BBRae_Community/comments/lupsor/happy_2021_apri...': 1 (0.0%) + '/r/Dree/comments/lvkuor/smile_for_the_camera/': 1 (0.0%) + '/r/glossier/comments/lvl4ua/april_buyselltrade_meg...': 1 (0.0%) + '/r/CoDCompetitive/comments/m5qc8n/call_of_duty_lea...': 1 (0.0%) + '/r/poetryghost/comments/m5qdh7/raising_the_devil_a...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 31,616,206/31,616,206 (100.0%) +Types: bool:31,616,206 +Booleans: true:0 (0.0%), false:31,616,206 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 31,616,206/31,616,206 (100.0%) +Types: int:22,217,630, NoneType:9,398,576 +Null/Empty: null:9,398,576 +Numeric values: 22,217,630 total +Numeric range: min:0, max:7, avg:4.0 +Numeric std dev: 2.9 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 12,315,995 (55.4%) + 0: 7,686,271 (34.6%) + 7: 2,156,180 (9.7%) + 3: 58,457 (0.3%) + 1: 678 (0.0%) + 5: 49 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 31,616,206/31,616,206 (100.0%) +Types: bool:31,616,206 +Booleans: true:0 (0.0%), false:31,616,206 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 31,616,206/31,616,206 (100.0%) +Types: NoneType:18,871,412, str:12,744,794 +Null/Empty: null:18,871,412 +String length avg: 7.5 +Unique strings tracked: 9 +String values distribution: + 'deleted': 7,176,739 (56.3%) + 'moderator': 3,447,088 (27.0%) + 'reddit': 1,956,989 (15.4%) + 'automod_filtered': 118,410 (0.9%) + 'author': 23,708 (0.2%) + 'copyright_takedown': 19,678 (0.2%) + 'anti_evil_ops': 1,145 (0.0%) + 'content_takedown': 649 (0.0%) + 'community_ops': 388 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 31,616,206/31,616,206 (100.0%) +Types: int:31,616,206 +Numeric values: 31,616,206 total +Numeric range: min:1,623,049,814, max:1,624,264,562, avg:1623470646.6 +Numeric std dev: 51935.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 31,616,206/31,616,206 (100.0%) +Types: int:31,616,206 +Numeric values: 31,616,206 total +Numeric range: min:0, max:247,082, avg:73.8 +Numeric std dev: 1063.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 31,616,206/31,616,206 (100.0%) +Types: NoneType:28,049,597, dict:3,566,609 +Null/Empty: null:28,049,597 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 31,616,206/31,616,206 (100.0%) +Types: dict:31,616,206 +Null/Empty: empty_obj:28,987,724 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 31,616,206/31,616,206 (100.0%) +Types: str:31,616,206 +Null/Empty: empty_str:17,008,118 +String length avg: 276.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 932 (0.0%) + '[removed]': 408 (0.0%) + 'https://discord.gg/wdybwbrw': 8 (0.0%) + ' + +Happy **HUMP** Day! + +I've always fantasized abo...': 3 (0.0%) + 'If you think I found your lost air pods pro and ca...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 31,616,206/31,616,206 (100.0%) +Types: bool:31,616,206 +Booleans: true:29,086,340 (92.0%), false:2,529,866 (8.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 31,616,206/31,616,206 (100.0%) +Types: bool:31,616,206 +Booleans: true:237,058 (0.7%), false:31,379,148 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 31,616,206/31,616,206 (100.0%) +Types: bool:31,616,206 +Booleans: true:72,972 (0.2%), false:31,543,234 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 31,616,206/31,616,206 (100.0%) +Types: str:31,616,206 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PlayboyOnReddit': 17 (0.0%) + '69dailyxxx': 15 (0.0%) + 'memes': 14 (0.0%) + 'AskReddit': 11 (0.0%) + 'GaySnapchat': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 31,616,206/31,616,206 (100.0%) +Types: str:31,616,206 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2hvo1t': 17 (0.0%) + 't5_32fbrs': 15 (0.0%) + 't5_2qjpg': 14 (0.0%) + 't5_2qh1i': 11 (0.0%) + 't5_2yzi6': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 31,616,206/31,616,206 (100.0%) +Types: int:31,616,206 +Numeric values: 31,616,206 total +Numeric range: min:-6, max:103,819,974, avg:1264666.5 +Numeric std dev: 4839733.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 31,616,206/31,616,206 (100.0%) +Types: str:31,616,206 +String length avg: 6.0 +Unique strings tracked: 5 +String values distribution: + 'public': 28,124,794 (89.0%) + 'user': 2,146,045 (6.8%) + 'restricted': 1,338,063 (4.2%) + 'archived': 7,303 (0.0%) + 'gold_restricted': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 31,616,206/31,616,206 (100.0%) +Types: NoneType:25,263,780, str:6,352,426 +Null/Empty: null:25,263,780 +String length avg: 4.4 +Unique strings tracked: 8 +String values distribution: + 'qa': 2,189,333 (34.5%) + 'confidence': 1,583,902 (24.9%) + 'new': 1,527,250 (24.0%) + 'top': 903,052 (14.2%) + 'old': 131,248 (2.1%) + 'controversial': 10,598 (0.2%) + 'live': 4,606 (0.1%) + 'random': 2,437 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 31,616,206/31,616,206 (100.0%) +Types: str:31,616,206 +String length avg: 24.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,675 (0.0%) + 'self': 889 (0.0%) + 'nsfw': 627 (0.0%) + 'image': 31 (0.0%) + 'spoiler': 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 31,616,206/31,616,206 (100.0%) +Types: int:20,323,169, NoneType:11,293,037 +Null/Empty: null:11,293,037 +Numeric values: 20,323,169 total +Numeric range: min:1, max:140, avg:117.5 +Numeric std dev: 27.6 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 31,616,206/31,616,206 (100.0%) +Types: int:20,323,169, NoneType:11,293,037 +Null/Empty: null:11,293,037 +Numeric values: 20,323,169 total +Numeric range: min:1, max:140, avg:139.7 +Numeric std dev: 4.5 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 31,616,206/31,616,206 (100.0%) +Types: str:31,616,206 +String length avg: 55.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://discord.gg/wdybwbrw': 6 (0.0%) + 'I hope I catch your attention 😌': 4 (0.0%) + 'This Russian cock just needs a bit of encouragemen...': 4 (0.0%) + 'When You Use Special Cards In A School Full Of Hot...': 4 (0.0%) + 'Wanna spank it? ~': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 31,616,206/31,616,206 (100.0%) +Types: NoneType:31,614,712, str:1,494 +Null/Empty: null:31,614,712 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 1,494 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 31,616,206/31,616,206 (100.0%) +Types: int:31,616,206 +Numeric values: 31,616,206 total +Numeric range: min:0, max:40,371, avg:0.2 +Numeric std dev: 8.3 +Unique numbers tracked: 657 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 31,616,206/31,616,206 (100.0%) +Types: list:31,616,206 +Null/Empty: empty_arr:31,615,919 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 31,616,206/31,616,206 (100.0%) +Types: float:31,616,206 +Numeric values: 31,616,206 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 31,616,206/31,616,206 (100.0%) +Types: str:31,616,206 +String length avg: 60.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://youtu.be/hB-7kKZPYRs': 4 (0.0%) + 'https://i.imgur.com/j6IIVgv.jpg': 4 (0.0%) + 'https://redgifs.com/watch/quickklutzygreendarnerdr...': 4 (0.0%) + 'https://youtu.be/FJErmnEWL00': 3 (0.0%) + 'https://freebiesdeals.net/save-50-off-set-of-24-co...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 31,616,206/31,616,206 (100.0%) +Types: str:22,217,628, NoneType:9,398,578 +Null/Empty: null:9,398,578 +String length avg: 6.8 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 12,243,226 (55.1%) + 'no_ads': 7,686,269 (34.6%) + 'some_ads': 2,102,272 (9.5%) + 'promo_adult_nsfw': 185,134 (0.8%) + 'house_only': 678 (0.0%) + 'promo_all': 49 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 31,616,206/31,616,206 (100.0%) +Types: int:22,217,628, NoneType:9,398,578 +Null/Empty: null:9,398,578 +Numeric values: 22,217,628 total +Numeric range: min:0, max:7, avg:4.0 +Numeric std dev: 2.9 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 12,243,226 (55.1%) + 0: 7,686,269 (34.6%) + 7: 2,102,272 (9.5%) + 3: 185,134 (0.8%) + 1: 678 (0.0%) + 5: 49 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 24,047,166/31,616,206 (76.1%) +Types: list:24,047,166 +Null/Empty: empty_arr:22,589,014 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 24,047,166/31,616,206 (76.1%) +Types: str:24,047,166 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 22,589,014 (93.9%) + 'richtext': 1,458,152 (6.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 24,047,166/31,616,206 (76.1%) +Types: str:24,047,166 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 61 (0.0%) + 't2_5yrm9qlt': 17 (0.0%) + 't2_u4h4oms': 15 (0.0%) + 't2_bcevk': 10 (0.0%) + 't2_y666a': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 24,047,166/31,616,206 (76.1%) +Types: bool:24,047,166 +Booleans: true:0 (0.0%), false:24,047,166 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 24,047,166/31,616,206 (76.1%) +Types: bool:24,047,166 +Booleans: true:1,359,208 (5.7%), false:22,687,958 (94.3%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 20,969,593/31,616,206 (66.3%) +Types: str:20,969,593 +String length avg: 46.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/j6IIVgv.jpg': 8 (0.0%) + 'https://redgifs.com/watch/bigcookedbaldeagle': 6 (0.0%) + 'https://redgifs.com/watch/quickklutzygreendarnerdr...': 6 (0.0%) + 'https://youtu.be/hB-7kKZPYRs': 4 (0.0%) + 'https://www.youtube.com/watch?v=O-53MzpDGAs&t=...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 11,958,065/31,616,206 (37.8%) +Types: str:11,958,065 +String length avg: 5.7 +Unique strings tracked: 7 +String values distribution: + 'image': 6,450,070 (53.9%) + 'link': 2,675,464 (22.4%) + 'rich:video': 1,454,723 (12.2%) + 'self': 749,716 (6.3%) + 'hosted:video': 626,703 (5.2%) + 'gallery': 1,274 (0.0%) + 'video': 115 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 11,958,065/31,616,206 (37.8%) +Types: dict:11,958,065 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 9,882,206/31,616,206 (31.3%) +Types: str:9,882,206 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '86e87e96-ce66-11ea-b671-0eb29aef81b9': 8 (0.0%) + '855d88d0-845f-11e3-8645-12313d18400c': 7 (0.0%) + '68e40d50-6435-11e2-97c8-12313b0c247a': 5 (0.0%) + '99845830-3de1-11e8-b68b-0ebc94cb15f2': 5 (0.0%) + '02867278-282d-11e5-968e-0ef63926eacd': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 1,980,422/31,616,206 (6.3%) +Types: dict:1,220,970, NoneType:759,452 +Null/Empty: null:759,452, empty_obj:1 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 1,592,258/31,616,206 (5.0%) +Types: dict:959,355, NoneType:632,903 +Null/Empty: null:632,903 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 1,592,258/31,616,206 (5.0%) +Types: bool:1,592,258 +Booleans: true:1,592,258 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,347,172/31,616,206 (4.3%) +Types: str:1,347,172 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_mhjfrx': 25 (0.0%) + 't3_ls2di0': 21 (0.0%) + 't3_mhjcah': 19 (0.0%) + 't3_mhjbfw': 17 (0.0%) + 't3_mhjjqj': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,347,172/31,616,206 (4.3%) +Types: list:1,347,172 +Null/Empty: empty_arr:111,173 + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 185,694/31,616,206 (0.6%) +Types: dict:132,377, NoneType:53,317 +Null/Empty: null:53,317 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 97,311/31,616,206 (0.3%) +Types: bool:97,311 +Booleans: true:97,311 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 34,448/31,616,206 (0.1%) +Types: dict:34,448 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 31,752/31,616,206 (0.1%) +Types: NoneType:31,752 +Null/Empty: null:31,752 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 31,752/31,616,206 (0.1%) +Types: NoneType:31,752 +Null/Empty: null:31,752 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 31,752/31,616,206 (0.1%) +Types: str:31,653, NoneType:99 +Null/Empty: null:99 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_axdps8by': 220 (0.7%) + 't2_af6zo45q': 132 (0.4%) + 't2_7l2qqbuw': 91 (0.3%) + 't2_2e4b2zfp': 88 (0.3%) + 't2_q9tc8qn': 82 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 31,752/31,616,206 (0.1%) +Types: str:24,482, NoneType:7,270 +Null/Empty: null:7,270, empty_str:2 +String length avg: 24.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'gethiro.com': 220 (0.9%) + 'apps.apple.com': 175 (0.7%) + 'play.google.com': 96 (0.4%) + 'monday.com': 77 (0.3%) + 'slayersclub.bethesda.net': 72 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 31,752/31,616,206 (0.1%) +Types: NoneType:31,748, str:4 +Null/Empty: null:31,748 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 3 (75.0%) + 'iframe': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 31,752/31,616,206 (0.1%) +Types: NoneType:31,748, str:4 +Null/Empty: null:31,748 +String length avg: 29.8 +Unique strings tracked: 4 +String values distribution: + 'https://www.reddit.com': 1 (25.0%) + 'https://www.youtube.com/embed/EZ5B6QkhSoU': 1 (25.0%) + 'https://d1rv9hk8pvw4g3.cloudfront.net': 1 (25.0%) + 'http://www.kiko.com': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 31,752/31,616,206 (0.1%) +Types: list:31,752 +Null/Empty: empty_arr:31,752 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 31,752/31,616,206 (0.1%) +Types: list:31,752 +Null/Empty: empty_arr:31,752 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 31,752/31,616,206 (0.1%) +Types: str:31,752 +String length avg: 107.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://apps.apple.com/us/app/id1413721906': 79 (0.2%) + 'https://play.google.com/store/apps/details?id=com....': 44 (0.1%) + 'https://apps.apple.com/us/app/audible-audiobooks-o...': 44 (0.1%) + 'https://ad.doubleclick.net/ddm/trackimp/N2724.1318...': 15 (0.0%) + 'https://www.netapp.com/data-management-solutions/s...': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 31,752/31,616,206 (0.1%) +Types: NoneType:31,752 +Null/Empty: null:31,752 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 31,752/31,616,206 (0.1%) +Types: NoneType:31,752 +Null/Empty: null:31,752 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 31,752/31,616,206 (0.1%) +Types: bool:31,752 +Booleans: true:0 (0.0%), false:31,752 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 31,752/31,616,206 (0.1%) +Types: str:31,752 +Null/Empty: empty_str:11,844 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/SPoSua04CcH5...': 24 (0.1%) + 'https://reddit-image.s3.amazonaws.com/SB0Hrne_tAP0...': 24 (0.1%) + 'https://reddit-image.s3.amazonaws.com/jJzSAR3aNkXf...': 19 (0.1%) + 'https://reddit-image.s3.amazonaws.com/FkBWxw8vAyxT...': 17 (0.1%) + 'https://reddit-image.s3.amazonaws.com/AglA3JNBU7xT...': 16 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 31,752/31,616,206 (0.1%) +Types: NoneType:31,752 +Null/Empty: null:31,752 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 31,752/31,616,206 (0.1%) +Types: dict:31,752 +Null/Empty: empty_obj:31,752 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 31,752/31,616,206 (0.1%) +Types: NoneType:31,752 +Null/Empty: null:31,752 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 31,752/31,616,206 (0.1%) +Types: bool:31,752 +Booleans: true:31,752 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 31,752/31,616,206 (0.1%) +Types: NoneType:31,752 +Null/Empty: null:31,752 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 31,752/31,616,206 (0.1%) +Types: NoneType:31,752 +Null/Empty: null:31,752 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 31,752/31,616,206 (0.1%) +Types: NoneType:31,752 +Null/Empty: null:31,752 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 31,752/31,616,206 (0.1%) +Types: bool:31,752 +Booleans: true:31,752 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 31,752/31,616,206 (0.1%) +Types: NoneType:31,752 +Null/Empty: null:31,752 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 31,752/31,616,206 (0.1%) +Types: list:31,752 +Null/Empty: empty_arr:31,752 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 31,752/31,616,206 (0.1%) +Types: NoneType:31,752 +Null/Empty: null:31,752 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 31,752/31,616,206 (0.1%) +Types: NoneType:31,752 +Null/Empty: null:31,752 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 29,109/31,616,206 (0.1%) +Types: str:29,109 +String length avg: 8.7 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 11,460 (39.4%) + 'Shop Now': 5,947 (20.4%) + 'Sign Up': 3,481 (12.0%) + 'Download': 2,356 (8.1%) + 'Play Now': 1,481 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 7,798/31,616,206 (0.0%) +Types: list:7,798 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,915/31,616,206 (0.0%) +Types: float:1,915 +Numeric values: 1,915 total +Numeric range: min:1,617,249,600.0, max:139,524,004,800.0, avg:1695780814.3 +Numeric std dev: 3154255331.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,915/31,616,206 (0.0%) +Types: bool:1,915 +Booleans: true:0 (0.0%), false:1,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,915/31,616,206 (0.0%) +Types: float:1,915 +Numeric values: 1,915 total +Numeric range: min:1,617,235,200.0, max:139,523,990,400.0, avg:1695722861.3 +Numeric std dev: 3154256385.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +================================================================================ + +================================================================================ +FILE: RS_2021-05.jsonl +Analysis Time: 2026-01-15 13:57:58 +================================================================================ +Processed lines: 36,310,673 +Total unique fields: 124 +Max unique values tracked per field: 1,000 +Sample size: 36,310,673 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 36,310,673/36,310,673 (100.0%) +Types: list:36,310,673 +Null/Empty: empty_arr:34,659,572 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 36,310,673/36,310,673 (100.0%) +Types: bool:36,310,673 +Booleans: true:1,385,973 (3.8%), false:34,924,700 (96.2%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 36,310,673/36,310,673 (100.0%) +Types: bool:36,310,673 +Booleans: true:0 (0.0%), false:36,310,673 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 36,310,673/36,310,673 (100.0%) +Types: str:36,310,673 +String length avg: 11.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 341 (0.0%) + 'AutoModerator': 80 (0.0%) + 'PlayboyOnReddit': 35 (0.0%) + 'Sagi_Tsenga': 33 (0.0%) + 'MahmutFerati': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 36,310,673/36,310,673 (100.0%) +Types: int:28,532,834, NoneType:7,777,839 +Null/Empty: null:7,777,839 +Numeric values: 28,532,834 total +Numeric range: min:1,122,264,000, max:1,622,505,397, avg:1570977396.6 +Numeric std dev: 69899616.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 36,310,673/36,310,673 (100.0%) +Types: NoneType:26,712,312, str:9,598,361 +Null/Empty: null:26,712,312, empty_str:8,095,225 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 5,358 (0.4%) + '#dadada': 1,975 (0.1%) + '#373c3f': 1,043 (0.1%) + '#edeff1': 984 (0.1%) + '#ea0027': 668 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 36,310,673/36,310,673 (100.0%) +Types: NoneType:35,089,766, str:1,220,907 +Null/Empty: null:35,089,766, empty_str:124,936 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'green': 66 (0.0%) + 'default': 42 (0.0%) + 'z1': 32 (0.0%) + 'team-harmony': 32 (0.0%) + 'defaultclass': 32 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 36,310,673/36,310,673 (100.0%) +Types: NoneType:34,191,435, str:2,119,238 +Null/Empty: null:34,191,435 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9811a942-f7ec-11e8-ba86-0e2871aefb54': 27 (0.0%) + '1114cdee-6c35-11e9-bf6d-0eff0d163f02': 13 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 12 (0.0%) + '170be134-adaf-11eb-a09e-0e8ce9bf0a4f': 10 (0.0%) + '38fb4ae2-4e59-11e1-912e-12313d18ad57': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 36,310,673/36,310,673 (100.0%) +Types: NoneType:33,624,007, str:2,686,666 +Null/Empty: null:33,624,007, empty_str:168,984 +String length avg: 17.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 18 (0.0%) + 'Hello!': 17 (0.0%) + 'FC: <unknown> Trainer name: <unknown>': 10 (0.0%) + 'Seller': 10 (0.0%) + 'verified': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 36,310,673/36,310,673 (100.0%) +Types: NoneType:26,096,148, str:10,214,525 +Null/Empty: null:26,096,148, empty_str:41,902 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 9,656,538 (94.9%) + 'light': 516,085 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 36,310,673/36,310,673 (100.0%) +Types: bool:36,310,673 +Booleans: true:28,799,023 (79.3%), false:7,511,650 (20.7%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 36,310,673/36,310,673 (100.0%) +Types: NoneType:36,310,038, str:635 +Null/Empty: null:36,310,038, empty_str:21 +String length avg: 14.1 +Unique strings tracked: 11 +Top 5 string values: + 'drawing_and_painting': 289 (47.1%) + 'photography': 84 (13.7%) + 'gaming': 80 (13.0%) + 'animals': 50 (8.1%) + 'entertainment': 48 (7.8%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 36,310,673/36,310,673 (100.0%) +Types: NoneType:36,068,383, list:242,290 +Null/Empty: null:36,068,383 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 36,310,673/36,310,673 (100.0%) +Types: bool:36,310,673 +Booleans: true:21,904 (0.1%), false:36,288,769 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 36,310,673/36,310,673 (100.0%) +Types: int:36,310,673 +Numeric values: 36,310,673 total +Numeric range: min:1,619,827,200, max:1,622,505,599, avg:1621170890.3 +Numeric std dev: 761600.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 36,310,673/36,310,673 (100.0%) +Types: NoneType:36,046,533, str:264,140 +Null/Empty: null:36,046,533 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 264,140 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 36,310,673/36,310,673 (100.0%) +Types: NoneType:36,265,775, str:44,898 +Null/Empty: null:36,265,775 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 44,865 (99.9%) + 'admin': 33 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 36,310,673/36,310,673 (100.0%) +Types: str:36,310,673 +Null/Empty: empty_str:11 +String length avg: 12.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 991 (0.0%) + 'reddit.com': 173 (0.0%) + 'i.imgur.com': 161 (0.0%) + 'v.redd.it': 97 (0.0%) + 'redgifs.com': 96 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 36,310,673/36,310,673 (100.0%) +Types: bool:35,590,790, float:719,883 +Booleans: true:0 (0.0%), false:35,590,790 (100.0%) +Numeric values: 719,883 total +Numeric range: min:1,619,827,435.0, max:1,624,104,318.0, avg:1621227233.2 +Numeric std dev: 797816.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 36,310,673/36,310,673 (100.0%) +Types: int:36,310,673 +Numeric values: 36,310,673 total +Numeric range: min:0, max:91, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 33 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 36,310,673/36,310,673 (100.0%) +Types: dict:36,310,673 +Null/Empty: empty_obj:35,665,649 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 36,310,673/36,310,673 (100.0%) +Types: bool:36,310,673 +Booleans: true:0 (0.0%), false:36,310,673 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 36,310,673/36,310,673 (100.0%) +Types: bool:36,310,673 +Booleans: true:13,456 (0.0%), false:36,297,217 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 36,310,673/36,310,673 (100.0%) +Types: str:36,310,673 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ltbotb': 1 (0.0%) + 'm99x7v': 1 (0.0%) + 'mwpfv1': 1 (0.0%) + 'mygt7m': 1 (0.0%) + 'myztme': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 36,310,673/36,310,673 (100.0%) +Types: bool:36,310,673 +Booleans: true:28,898 (0.1%), false:36,281,775 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 36,310,673/36,310,673 (100.0%) +Types: bool:36,310,673 +Booleans: true:20,583,635 (56.7%), false:15,727,038 (43.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 36,310,673/36,310,673 (100.0%) +Types: bool:36,310,673 +Booleans: true:383 (0.0%), false:36,310,290 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 36,310,673/36,310,673 (100.0%) +Types: bool:36,310,673 +Booleans: true:196,846 (0.5%), false:36,113,827 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 36,310,673/36,310,673 (100.0%) +Types: bool:36,310,673 +Booleans: true:14,005,930 (38.6%), false:22,304,743 (61.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 36,310,673/36,310,673 (100.0%) +Types: bool:36,310,673 +Booleans: true:20,630,331 (56.8%), false:15,680,342 (43.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 36,310,673/36,310,673 (100.0%) +Types: bool:36,310,673 +Booleans: true:11,981,904 (33.0%), false:24,328,769 (67.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 36,310,673/36,310,673 (100.0%) +Types: bool:36,310,673 +Booleans: true:972,298 (2.7%), false:35,338,375 (97.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 36,310,673/36,310,673 (100.0%) +Types: str:36,310,673 +Null/Empty: empty_str:27,871,208 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 510 (0.0%) + '#ea0027': 384 (0.0%) + '#ffd635': 332 (0.0%) + '#0079d3': 325 (0.0%) + '#ff66ac': 305 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 36,310,673/36,310,673 (100.0%) +Types: NoneType:25,112,318, str:11,198,355 +Null/Empty: null:25,112,318, empty_str:6,523,901 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 125 (0.0%) + 'question': 124 (0.0%) + 'meme': 47 (0.0%) + 'blue': 43 (0.0%) + 'orange': 40 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 36,310,673/36,310,673 (100.0%) +Types: list:36,310,673 +Null/Empty: empty_arr:30,760,415 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 36,310,673/36,310,673 (100.0%) +Types: NoneType:24,563,398, str:11,747,275 +Null/Empty: null:24,563,398, empty_str:3,273 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 79 (0.0%) + 'Question': 64 (0.0%) + 'Video': 24 (0.0%) + 'Meme': 19 (0.0%) + 'News': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 36,310,673/36,310,673 (100.0%) +Types: str:36,310,673 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 31,772,044 (87.5%) + 'light': 4,538,629 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 36,310,673/36,310,673 (100.0%) +Types: str:36,310,673 +String length avg: 4.6 +Unique strings tracked: 2 +String values distribution: + 'text': 30,760,415 (84.7%) + 'richtext': 5,550,258 (15.3%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 36,310,673/36,310,673 (100.0%) +Types: bool:36,310,673 +Booleans: true:642,414 (1.8%), false:35,668,259 (98.2%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 36,310,673/36,310,673 (100.0%) +Types: NoneType:32,443,597, dict:3,867,076 +Null/Empty: null:32,443,597 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 36,310,673/36,310,673 (100.0%) +Types: dict:36,310,673 +Null/Empty: empty_obj:33,413,962 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 36,310,673/36,310,673 (100.0%) +Types: bool:36,310,673 +Booleans: true:191 (0.0%), false:36,310,482 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 36,310,673/36,310,673 (100.0%) +Types: str:36,310,673 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_ltbotb': 1 (0.0%) + 't3_m99x7v': 1 (0.0%) + 't3_mwpfv1': 1 (0.0%) + 't3_mygt7m': 1 (0.0%) + 't3_myztme': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 36,310,673/36,310,673 (100.0%) +Types: bool:36,310,673 +Booleans: true:17,903,121 (49.3%), false:18,407,552 (50.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 36,310,673/36,310,673 (100.0%) +Types: int:36,310,673 +Numeric values: 36,310,673 total +Numeric range: min:0, max:89,945, avg:5.7 +Numeric std dev: 83.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 36,310,673/36,310,673 (100.0%) +Types: int:36,310,673 +Numeric values: 36,310,673 total +Numeric range: min:0, max:788, avg:0.0 +Numeric std dev: 0.7 +Unique numbers tracked: 180 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 36,310,673/36,310,673 (100.0%) +Types: bool:36,310,673 +Booleans: true:11,978,319 (33.0%), false:24,332,354 (67.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 36,310,673/36,310,673 (100.0%) +Types: str:24,596,595, NoneType:11,714,078 +Null/Empty: null:11,714,078 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 13,097,901 (53.3%) + 'no_ads': 9,224,507 (37.5%) + 'some_ads': 2,185,874 (8.9%) + 'promo_adult_nsfw': 87,482 (0.4%) + 'house_only': 760 (0.0%) + 'promo_all': 71 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 36,310,673/36,310,673 (100.0%) +Types: str:36,310,673 +String length avg: 66.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/IronGames/comments/ltbotb/i_made_irongames_on_m...': 1 (0.0%) + '/r/Stadia/comments/m99x7v/troubleshootingtech_supp...': 1 (0.0%) + '/r/PlayHunt/comments/mwpfv1/patch_460_update_notes...': 1 (0.0%) + '/r/DemonSchoolIrumakun/comments/mygt7m/season_2_ep...': 1 (0.0%) + '/r/razorbacks/comments/myztme/series_game_two_1_ar...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 36,310,673/36,310,673 (100.0%) +Types: bool:36,310,673 +Booleans: true:0 (0.0%), false:36,310,673 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 36,310,673/36,310,673 (100.0%) +Types: int:24,596,595, NoneType:11,714,078 +Null/Empty: null:11,714,078 +Numeric values: 24,596,595 total +Numeric range: min:0, max:7, avg:3.8 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 13,097,901 (53.3%) + 0: 9,224,507 (37.5%) + 7: 2,185,874 (8.9%) + 3: 87,482 (0.4%) + 1: 760 (0.0%) + 5: 71 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 36,310,673/36,310,673 (100.0%) +Types: bool:36,310,673 +Booleans: true:0 (0.0%), false:36,310,673 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 36,310,673/36,310,673 (100.0%) +Types: NoneType:20,616,919, str:15,693,754 +Null/Empty: null:20,616,919 +String length avg: 7.3 +Unique strings tracked: 9 +String values distribution: + 'deleted': 7,172,110 (45.7%) + 'reddit': 4,385,440 (27.9%) + 'moderator': 3,946,884 (25.1%) + 'automod_filtered': 142,683 (0.9%) + 'author': 25,468 (0.2%) + 'copyright_takedown': 17,965 (0.1%) + 'anti_evil_ops': 1,434 (0.0%) + 'content_takedown': 964 (0.0%) + 'community_ops': 806 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 36,310,673/36,310,673 (100.0%) +Types: int:36,310,673 +Numeric values: 36,310,673 total +Numeric range: min:1,622,827,878, max:1,624,488,847, avg:1623509274.9 +Numeric std dev: 18085.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 36,310,673/36,310,673 (100.0%) +Types: int:36,310,673 +Numeric values: 36,310,673 total +Numeric range: min:0, max:217,692, avg:65.0 +Numeric std dev: 972.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 36,310,673/36,310,673 (100.0%) +Types: NoneType:32,443,597, dict:3,867,076 +Null/Empty: null:32,443,597 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 36,310,673/36,310,673 (100.0%) +Types: dict:36,310,673 +Null/Empty: empty_obj:33,413,962 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 36,310,673/36,310,673 (100.0%) +Types: str:36,310,673 +Null/Empty: empty_str:20,675,648 +String length avg: 281.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 955 (0.0%) + '[removed]': 408 (0.0%) + 'candida creutz': 11 (0.0%) + 'Sh': 10 (0.0%) + '[ Removed by reddit in response to a copyright not...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 36,310,673/36,310,673 (100.0%) +Types: bool:36,310,673 +Booleans: true:32,640,898 (89.9%), false:3,669,775 (10.1%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 36,310,673/36,310,673 (100.0%) +Types: bool:36,310,673 +Booleans: true:285,935 (0.8%), false:36,024,738 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 36,310,673/36,310,673 (100.0%) +Types: bool:36,310,673 +Booleans: true:103,377 (0.3%), false:36,207,296 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 36,310,673/36,310,673 (100.0%) +Types: str:36,310,673 +String length avg: 11.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Alopas_Alopas_Alopas': 31 (0.0%) + 'PlayboyOnReddit': 25 (0.0%) + '69dailyxxx': 15 (0.0%) + 'dogecoin': 13 (0.0%) + 'Best_Homework_Help': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 36,310,673/36,310,673 (100.0%) +Types: str:36,310,673 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_4b6qcs': 31 (0.0%) + 't5_2hvo1t': 25 (0.0%) + 't5_32fbrs': 15 (0.0%) + 't5_2zcp2': 13 (0.0%) + 't5_10yjk6': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 36,310,673/36,310,673 (100.0%) +Types: int:36,310,673 +Numeric values: 36,310,673 total +Numeric range: min:-1, max:36,469,387, avg:1131782.0 +Numeric std dev: 4602625.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 36,310,673/36,310,673 (100.0%) +Types: str:36,310,673 +String length avg: 6.1 +Unique strings tracked: 4 +String values distribution: + 'public': 32,785,414 (90.3%) + 'user': 2,033,424 (5.6%) + 'restricted': 1,491,834 (4.1%) + 'gold_restricted': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 36,310,673/36,310,673 (100.0%) +Types: NoneType:28,766,901, str:7,543,772 +Null/Empty: null:28,766,901 +String length avg: 4.2 +Unique strings tracked: 8 +String values distribution: + 'new': 2,754,795 (36.5%) + 'qa': 2,089,542 (27.7%) + 'confidence': 1,621,732 (21.5%) + 'top': 918,937 (12.2%) + 'old': 139,604 (1.9%) + 'controversial': 12,079 (0.2%) + 'live': 4,704 (0.1%) + 'random': 2,379 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 36,310,673/36,310,673 (100.0%) +Types: str:36,310,673 +String length avg: 22.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,891 (0.0%) + 'self': 959 (0.0%) + 'nsfw': 831 (0.0%) + 'image': 43 (0.0%) + 'spoiler': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 36,310,673/36,310,673 (100.0%) +Types: int:23,647,354, NoneType:12,663,319 +Null/Empty: null:12,663,319 +Numeric values: 23,647,354 total +Numeric range: min:1, max:140, avg:120.2 +Numeric std dev: 26.8 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 36,310,673/36,310,673 (100.0%) +Types: int:23,647,354, NoneType:12,663,319 +Null/Empty: null:12,663,319 +Numeric values: 23,647,354 total +Numeric range: min:1, max:140, avg:139.7 +Numeric std dev: 4.7 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 36,310,673/36,310,673 (100.0%) +Types: str:36,310,673 +String length avg: 55.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'has it been found': 11 (0.0%) + '👇🏽 MORE OF HER CONTENT IN THE COMMENTS 😍': 4 (0.0%) + '💕💕FREE SUBSCRIPTION 💕💕 OVER 400 posts waiting for ...': 4 (0.0%) + '.': 4 (0.0%) + '22 vs Earth Proves Who 22 Becomes': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 36,310,673/36,310,673 (100.0%) +Types: NoneType:36,309,162, str:1,511 +Null/Empty: null:36,309,162 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 1,511 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 36,310,673/36,310,673 (100.0%) +Types: int:36,310,673 +Numeric values: 36,310,673 total +Numeric range: min:0, max:13,015, avg:0.1 +Numeric std dev: 4.0 +Unique numbers tracked: 620 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 36,310,673/36,310,673 (100.0%) +Types: list:36,310,673 +Null/Empty: empty_arr:36,310,335 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 36,310,673/36,310,673 (100.0%) +Types: float:36,310,673 +Numeric values: 36,310,673 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 36,310,673/36,310,673 (100.0%) +Types: str:36,310,673 +String length avg: 59.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://elitescorewriters.com/postproject': 5 (0.0%) + 'https://gfycat.com/goodgiftedfrogmouth': 4 (0.0%) + 'http://SlingerLandOfficialNewsSource.org': 4 (0.0%) + 'https://youtu.be/tcUn0xrdAxo': 3 (0.0%) + 'https://redgifs.com/watch/jollyenchantingsnipe': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 36,310,673/36,310,673 (100.0%) +Types: str:24,596,594, NoneType:11,714,079 +Null/Empty: null:11,714,079 +String length avg: 6.8 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 12,999,614 (52.9%) + 'no_ads': 9,224,506 (37.5%) + 'some_ads': 2,121,549 (8.6%) + 'promo_adult_nsfw': 250,094 (1.0%) + 'house_only': 760 (0.0%) + 'promo_all': 71 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 36,310,673/36,310,673 (100.0%) +Types: int:24,596,594, NoneType:11,714,079 +Null/Empty: null:11,714,079 +Numeric values: 24,596,594 total +Numeric range: min:0, max:7, avg:3.8 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 12,999,614 (52.9%) + 0: 9,224,506 (37.5%) + 7: 2,121,549 (8.6%) + 3: 250,094 (1.0%) + 1: 760 (0.0%) + 5: 71 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 28,799,023/36,310,673 (79.3%) +Types: list:28,799,023 +Null/Empty: empty_arr:27,322,419 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 28,799,023/36,310,673 (79.3%) +Types: str:28,799,023 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 27,322,419 (94.9%) + 'richtext': 1,476,604 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 28,799,023/36,310,673 (79.3%) +Types: str:28,799,023 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 80 (0.0%) + 't2_5yrm9qlt': 35 (0.0%) + 't2_a741ga2b': 33 (0.0%) + 't2_u4h4oms': 15 (0.0%) + 't2_bcevk': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 28,799,023/36,310,673 (79.3%) +Types: bool:28,799,023 +Booleans: true:0 (0.0%), false:28,799,023 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 28,799,023/36,310,673 (79.3%) +Types: bool:28,799,023 +Booleans: true:1,656,840 (5.8%), false:27,142,183 (94.2%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 24,328,770/36,310,673 (67.0%) +Types: str:24,328,770 +String length avg: 45.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://gfycat.com/goodgiftedfrogmouth': 7 (0.0%) + 'https://elitescorewriters.com/postproject': 5 (0.0%) + 'https://www.redgifs.com/watch/silentdishonestzoril...': 5 (0.0%) + 'https://youtu.be/tcUn0xrdAxo': 4 (0.0%) + 'http://SlingerLandOfficialNewsSource.org': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 13,046,804/36,310,673 (35.9%) +Types: str:13,046,804 +String length avg: 5.7 +Unique strings tracked: 7 +String values distribution: + 'image': 7,130,808 (54.7%) + 'link': 2,619,478 (20.1%) + 'rich:video': 1,630,401 (12.5%) + 'self': 1,001,939 (7.7%) + 'hosted:video': 658,408 (5.0%) + 'gallery': 5,611 (0.0%) + 'video': 159 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 13,046,804/36,310,673 (35.9%) +Types: dict:13,046,804 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 10,683,665/36,310,673 (29.4%) +Types: str:10,683,665 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9a44476c-849c-11eb-871a-0e20d6e20663': 9 (0.0%) + 'c586b3f8-a829-11e8-a989-0e2de87d12c0': 8 (0.0%) + 'b24d280a-bcfe-11e8-b390-0e532e75edec': 5 (0.0%) + 'b0488afe-779c-11ea-9c74-0e68fcff96e1': 5 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 2,084,978/36,310,673 (5.7%) +Types: dict:1,311,249, NoneType:773,729 +Null/Empty: null:773,729, empty_obj:1 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 1,674,682/36,310,673 (4.6%) +Types: dict:1,031,965, NoneType:642,717 +Null/Empty: null:642,717 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 1,674,682/36,310,673 (4.6%) +Types: bool:1,674,682 +Booleans: true:1,674,682 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,582,837/36,310,673 (4.4%) +Types: str:1,582,837 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_n1xcko': 62 (0.0%) + 't3_n26z0m': 26 (0.0%) + 't3_n1r9eb': 20 (0.0%) + 't3_n26c8t': 16 (0.0%) + 't3_n26818': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,582,837/36,310,673 (4.4%) +Types: list:1,582,837 +Null/Empty: empty_arr:113,060 + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 175,655/36,310,673 (0.5%) +Types: dict:126,053, NoneType:49,602 +Null/Empty: null:49,602 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 68,909/36,310,673 (0.2%) +Types: bool:68,909 +Booleans: true:68,909 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 34,299/36,310,673 (0.1%) +Types: dict:34,299 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 28,898/36,310,673 (0.1%) +Types: NoneType:28,898 +Null/Empty: null:28,898 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 28,898/36,310,673 (0.1%) +Types: NoneType:28,898 +Null/Empty: null:28,898 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 28,898/36,310,673 (0.1%) +Types: str:28,814, NoneType:84 +Null/Empty: null:84 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_63g96nau': 259 (0.9%) + 't2_q9tc8qn': 162 (0.6%) + 't2_ban0nzyc': 129 (0.4%) + 't2_363ixobk': 97 (0.3%) + 't2_oojec': 85 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 28,898/36,310,673 (0.1%) +Types: str:21,946, NoneType:6,952 +Null/Empty: null:6,952, empty_str:7 +String length avg: 26.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hubblecontacts.com': 321 (1.5%) + 'monday.com': 162 (0.7%) + 'apps.apple.com': 157 (0.7%) + 'play.google.com': 155 (0.7%) + 'village.capcomusa.com': 122 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 28,898/36,310,673 (0.1%) +Types: NoneType:28,894, str:4 +Null/Empty: null:28,894 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'iframe': 2 (50.0%) + 'scrape': 2 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 28,898/36,310,673 (0.1%) +Types: NoneType:28,894, str:4 +Null/Empty: null:28,894 +String length avg: 84.5 +Unique strings tracked: 4 +String values distribution: + 'https://d1rv9hk8pvw4g3.cloudfront.net/': 1 (25.0%) + 'https://d15okhdghbfysy.cloudfront.net/': 1 (25.0%) + 'https://www.freestyle.abbott/us-en/products/freest...': 1 (25.0%) + 'https://www.masterworks.io/about/how-it-works': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 28,898/36,310,673 (0.1%) +Types: list:28,898 +Null/Empty: empty_arr:28,898 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 28,898/36,310,673 (0.1%) +Types: list:28,898 +Null/Empty: empty_arr:28,898 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 28,898/36,310,673 (0.1%) +Types: str:28,898 +String length avg: 114.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://monday.com/test/mb/reddit/pm-new/?utm_sour...': 158 (0.5%) + 'https://www.femiclear.com/cvscoupon-reddit/?utm_so...': 30 (0.1%) + 'https://ad.doubleclick.net/ddm/trackclk/N5295.1318...': 30 (0.1%) + 'https://www.cr8rec.com/?utm_source=iHeartMedia&...': 25 (0.1%) + 'https://www.direxion.com/product/hydrogen-etf?utm_...': 18 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 28,898/36,310,673 (0.1%) +Types: NoneType:28,898 +Null/Empty: null:28,898 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 28,898/36,310,673 (0.1%) +Types: NoneType:28,898 +Null/Empty: null:28,898 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 28,898/36,310,673 (0.1%) +Types: bool:28,898 +Booleans: true:0 (0.0%), false:28,898 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 28,898/36,310,673 (0.1%) +Types: str:28,898 +Null/Empty: empty_str:9,813 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/YGVpZ3ncHmoO...': 21 (0.1%) + 'https://reddit-image.s3.amazonaws.com/xrx1iZUnd1Sf...': 17 (0.1%) + 'https://reddit-image.s3.amazonaws.com/X71G8mPX0pNr...': 16 (0.1%) + 'https://reddit-image.s3.amazonaws.com/esokK7Am9Rkp...': 14 (0.1%) + 'https://reddit-image.s3.amazonaws.com/548JX1DiwEQ7...': 14 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 28,898/36,310,673 (0.1%) +Types: NoneType:28,898 +Null/Empty: null:28,898 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 28,898/36,310,673 (0.1%) +Types: dict:28,898 +Null/Empty: empty_obj:28,898 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 28,898/36,310,673 (0.1%) +Types: NoneType:28,898 +Null/Empty: null:28,898 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 28,898/36,310,673 (0.1%) +Types: bool:28,898 +Booleans: true:28,898 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 28,898/36,310,673 (0.1%) +Types: NoneType:28,898 +Null/Empty: null:28,898 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 28,898/36,310,673 (0.1%) +Types: NoneType:28,898 +Null/Empty: null:28,898 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 28,898/36,310,673 (0.1%) +Types: NoneType:28,898 +Null/Empty: null:28,898 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 28,898/36,310,673 (0.1%) +Types: bool:28,898 +Booleans: true:28,898 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 28,898/36,310,673 (0.1%) +Types: NoneType:28,898 +Null/Empty: null:28,898 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 28,898/36,310,673 (0.1%) +Types: list:28,898 +Null/Empty: empty_arr:28,898 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 28,898/36,310,673 (0.1%) +Types: NoneType:28,898 +Null/Empty: null:28,898 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 28,898/36,310,673 (0.1%) +Types: NoneType:28,898 +Null/Empty: null:28,898 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 26,712/36,310,673 (0.1%) +Types: str:26,712 +Null/Empty: empty_str:4 +String length avg: 8.7 +Unique strings tracked: 14 +Top 5 string values: + 'Learn More': 9,439 (35.3%) + 'Shop Now': 5,791 (21.7%) + 'Sign Up': 3,778 (14.1%) + 'Download': 2,393 (9.0%) + 'Play Now': 1,282 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 8,485/36,310,673 (0.0%) +Types: list:8,485 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 2,256/36,310,673 (0.0%) +Types: float:2,256 +Numeric values: 2,256 total +Numeric range: min:1,619,841,600.0, max:218,385,210,600.0, avg:1792968019.3 +Numeric std dev: 5624042736.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 2,256/36,310,673 (0.0%) +Types: bool:2,256 +Booleans: true:3 (0.1%), false:2,253 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 2,256/36,310,673 (0.0%) +Types: float:2,256 +Numeric values: 2,256 total +Numeric range: min:1,619,827,200.0, max:218,385,208,800.0, avg:1791663981.3 +Numeric std dev: 5623766901.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +================================================================================ + +================================================================================ +FILE: RS_2021-06.jsonl +Analysis Time: 2026-01-15 15:08:24 +================================================================================ +Processed lines: 34,118,481 +Total unique fields: 124 +Max unique values tracked per field: 1,000 +Sample size: 34,118,481 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 34,118,481/34,118,481 (100.0%) +Types: list:34,118,481 +Null/Empty: empty_arr:32,652,292 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 34,118,481/34,118,481 (100.0%) +Types: bool:34,118,481 +Booleans: true:1,310,667 (3.8%), false:32,807,814 (96.2%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 34,118,481/34,118,481 (100.0%) +Types: bool:34,118,481 +Booleans: true:0 (0.0%), false:34,118,481 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 34,118,481/34,118,481 (100.0%) +Types: str:34,118,481 +String length avg: 11.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 263 (0.0%) + 'hebeleifsa31': 109 (0.0%) + 'AutoModerator': 81 (0.0%) + 'Both_Luck6987': 41 (0.0%) + 'PlayboyOnReddit': 36 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 34,118,481/34,118,481 (100.0%) +Types: int:27,536,797, NoneType:6,581,684 +Null/Empty: null:6,581,684 +Numeric values: 27,536,797 total +Numeric range: min:1,119,931,200, max:1,625,097,474, avg:1572388228.8 +Numeric std dev: 70306042.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 34,118,481/34,118,481 (100.0%) +Types: NoneType:25,876,468, str:8,242,013 +Null/Empty: null:25,876,468, empty_str:6,870,961 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 4,578 (0.3%) + '#dadada': 2,077 (0.2%) + '#edeff1': 912 (0.1%) + '#ea0027': 530 (0.0%) + '#ffd635': 374 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 34,118,481/34,118,481 (100.0%) +Types: NoneType:32,985,977, str:1,132,504 +Null/Empty: null:32,985,977, empty_str:114,660 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'green': 61 (0.0%) + 'defaultclass': 43 (0.0%) + 'default': 40 (0.0%) + 'ver': 39 (0.0%) + 'vam': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 34,118,481/34,118,481 (100.0%) +Types: NoneType:32,160,134, str:1,958,347 +Null/Empty: null:32,160,134 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '170be134-adaf-11eb-a09e-0e8ce9bf0a4f': 27 (0.0%) + '9811a942-f7ec-11e8-ba86-0e2871aefb54': 21 (0.0%) + '157e8dbc-08a0-11eb-80bc-0e00cca9e73d': 18 (0.0%) + '1114cdee-6c35-11e9-bf6d-0eff0d163f02': 15 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 34,118,481/34,118,481 (100.0%) +Types: NoneType:31,649,173, str:2,469,308 +Null/Empty: null:31,649,173, empty_str:157,804 +String length avg: 16.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Unverified User': 15 (0.0%) + '🦍 Voted ✅': 15 (0.0%) + 'UNVERIFIED': 14 (0.0%) + 'trans rights': 14 (0.0%) + 'Verified': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 34,118,481/34,118,481 (100.0%) +Types: NoneType:25,289,162, str:8,829,319 +Null/Empty: null:25,289,162, empty_str:37,868 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 8,323,487 (94.7%) + 'light': 467,964 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 34,118,481/34,118,481 (100.0%) +Types: bool:34,118,481 +Booleans: true:27,773,161 (81.4%), false:6,345,320 (18.6%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 34,118,481/34,118,481 (100.0%) +Types: NoneType:34,117,985, str:496 +Null/Empty: null:34,117,985, empty_str:25 +String length avg: 13.6 +Unique strings tracked: 12 +Top 5 string values: + 'drawing_and_painting': 197 (41.8%) + 'photography': 88 (18.7%) + 'gaming': 59 (12.5%) + 'animals': 45 (9.6%) + 'entertainment': 36 (7.6%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 34,118,481/34,118,481 (100.0%) +Types: NoneType:33,892,239, list:226,242 +Null/Empty: null:33,892,239 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 34,118,481/34,118,481 (100.0%) +Types: bool:34,118,481 +Booleans: true:24,297 (0.1%), false:34,094,184 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 34,118,481/34,118,481 (100.0%) +Types: int:34,118,481 +Numeric values: 34,118,481 total +Numeric range: min:1,622,505,600, max:1,625,097,599, avg:1623763182.4 +Numeric std dev: 742697.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 34,118,481/34,118,481 (100.0%) +Types: NoneType:33,834,594, str:283,887 +Null/Empty: null:33,834,594 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 283,887 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 34,118,481/34,118,481 (100.0%) +Types: NoneType:34,068,206, str:50,275 +Null/Empty: null:34,068,206 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 50,231 (99.9%) + 'admin': 44 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 34,118,481/34,118,481 (100.0%) +Types: str:34,118,481 +Null/Empty: empty_str:47 +String length avg: 12.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 852 (0.0%) + 'i.imgur.com': 310 (0.0%) + 'reddit.com': 187 (0.0%) + 'self.KIRMIZIODA': 178 (0.0%) + 'redgifs.com': 84 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 34,118,481/34,118,481 (100.0%) +Types: bool:33,451,617, float:666,864 +Booleans: true:0 (0.0%), false:33,451,617 (100.0%) +Numeric values: 666,864 total +Numeric range: min:1,622,505,764.0, max:1,626,772,705.0, avg:1623847946.0 +Numeric std dev: 786452.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 34,118,481/34,118,481 (100.0%) +Types: int:34,118,481 +Numeric values: 34,118,481 total +Numeric range: min:0, max:574, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 34 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 34,118,481/34,118,481 (100.0%) +Types: dict:34,118,481 +Null/Empty: empty_obj:33,551,171 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 34,118,481/34,118,481 (100.0%) +Types: bool:34,118,481 +Booleans: true:0 (0.0%), false:34,118,481 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 34,118,481/34,118,481 (100.0%) +Types: bool:34,118,481 +Booleans: true:111,507 (0.3%), false:34,006,974 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 34,118,481/34,118,481 (100.0%) +Types: str:34,118,481 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'kvrq9o': 1 (0.0%) + 'mg71bw': 1 (0.0%) + 'mts1bh': 1 (0.0%) + 'nghbev': 1 (0.0%) + 'nhe2co': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 34,118,481/34,118,481 (100.0%) +Types: bool:34,118,481 +Booleans: true:29,617 (0.1%), false:34,088,864 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 34,118,481/34,118,481 (100.0%) +Types: bool:34,118,481 +Booleans: true:19,968,657 (58.5%), false:14,149,824 (41.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 34,118,481/34,118,481 (100.0%) +Types: bool:34,118,481 +Booleans: true:208 (0.0%), false:34,118,273 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 34,118,481/34,118,481 (100.0%) +Types: bool:34,118,481 +Booleans: true:186,899 (0.5%), false:33,931,582 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 34,118,481/34,118,481 (100.0%) +Types: bool:34,118,481 +Booleans: true:12,477,256 (36.6%), false:21,641,225 (63.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 34,118,481/34,118,481 (100.0%) +Types: bool:34,118,481 +Booleans: true:20,016,325 (58.7%), false:14,102,156 (41.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 34,118,481/34,118,481 (100.0%) +Types: bool:34,118,481 +Booleans: true:11,545,717 (33.8%), false:22,572,764 (66.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 34,118,481/34,118,481 (100.0%) +Types: bool:34,118,481 +Booleans: true:924,540 (2.7%), false:33,193,941 (97.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 34,118,481/34,118,481 (100.0%) +Types: str:34,118,481 +Null/Empty: empty_str:26,026,229 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 472 (0.0%) + '#ea0027': 406 (0.0%) + '#0079d3': 362 (0.0%) + '#ff66ac': 321 (0.0%) + '#46d160': 291 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 34,118,481/34,118,481 (100.0%) +Types: NoneType:23,510,185, str:10,608,296 +Null/Empty: null:23,510,185, empty_str:6,148,742 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'question': 129 (0.0%) + 'discussion': 128 (0.0%) + 'meme': 55 (0.0%) + 'blue': 55 (0.0%) + 'm4': 46 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 34,118,481/34,118,481 (100.0%) +Types: list:34,118,481 +Null/Empty: empty_arr:28,904,609 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 34,118,481/34,118,481 (100.0%) +Types: NoneType:22,978,752, str:11,139,729 +Null/Empty: null:22,978,752, empty_str:2,895 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 85 (0.0%) + 'Question': 82 (0.0%) + 'Meme': 34 (0.0%) + 'Video': 18 (0.0%) + 'Help': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 34,118,481/34,118,481 (100.0%) +Types: str:34,118,481 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 29,662,095 (86.9%) + 'light': 4,456,386 (13.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 34,118,481/34,118,481 (100.0%) +Types: str:34,118,481 +String length avg: 4.6 +Unique strings tracked: 2 +String values distribution: + 'text': 28,904,609 (84.7%) + 'richtext': 5,213,872 (15.3%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 34,118,481/34,118,481 (100.0%) +Types: bool:34,118,481 +Booleans: true:654,877 (1.9%), false:33,463,604 (98.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 34,118,481/34,118,481 (100.0%) +Types: NoneType:30,346,252, dict:3,772,229 +Null/Empty: null:30,346,252 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 34,118,481/34,118,481 (100.0%) +Types: dict:34,118,481 +Null/Empty: empty_obj:31,269,542 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 34,118,481/34,118,481 (100.0%) +Types: bool:34,118,481 +Booleans: true:365 (0.0%), false:34,118,116 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 34,118,481/34,118,481 (100.0%) +Types: str:34,118,481 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_kvrq9o': 1 (0.0%) + 't3_mg71bw': 1 (0.0%) + 't3_mts1bh': 1 (0.0%) + 't3_nghbev': 1 (0.0%) + 't3_nhe2co': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 34,118,481/34,118,481 (100.0%) +Types: bool:34,118,481 +Booleans: true:16,731,624 (49.0%), false:17,386,857 (51.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 34,118,481/34,118,481 (100.0%) +Types: int:34,118,481 +Numeric values: 34,118,481 total +Numeric range: min:0, max:92,924, avg:5.7 +Numeric std dev: 88.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 34,118,481/34,118,481 (100.0%) +Types: int:34,118,481 +Numeric values: 34,118,481 total +Numeric range: min:0, max:642, avg:0.0 +Numeric std dev: 0.8 +Unique numbers tracked: 213 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 34,118,481/34,118,481 (100.0%) +Types: bool:34,118,481 +Booleans: true:11,509,021 (33.7%), false:22,609,460 (66.3%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 34,118,481/34,118,481 (100.0%) +Types: str:23,322,092, NoneType:10,796,389 +Null/Empty: null:10,796,389 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 12,411,418 (53.2%) + 'no_ads': 8,772,079 (37.6%) + 'some_ads': 2,067,110 (8.9%) + 'promo_adult_nsfw': 70,752 (0.3%) + 'house_only': 663 (0.0%) + 'promo_all': 70 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 34,118,481/34,118,481 (100.0%) +Types: str:34,118,481 +String length avg: 66.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/OkBuddyRobocop/comments/kvrq9o/rokbuddyrobocops...': 1 (0.0%) + '/r/Lezbians/comments/mg71bw/lgbt_pride_month/': 1 (0.0%) + '/r/disneyemojiblitz/comments/mts1bh/villain_event_...': 1 (0.0%) + '/r/disneyemojiblitz/comments/nghbev/clear_event_al...': 1 (0.0%) + '/r/comedyfreedom/comments/nhe2co/is_freedom_truly_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 34,118,481/34,118,481 (100.0%) +Types: bool:34,118,481 +Booleans: true:0 (0.0%), false:34,118,481 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 34,118,481/34,118,481 (100.0%) +Types: int:23,322,092, NoneType:10,796,389 +Null/Empty: null:10,796,389 +Numeric values: 23,322,092 total +Numeric range: min:0, max:7, avg:3.8 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 12,411,418 (53.2%) + 0: 8,772,079 (37.6%) + 7: 2,067,110 (8.9%) + 3: 70,752 (0.3%) + 1: 663 (0.0%) + 5: 70 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 34,118,481/34,118,481 (100.0%) +Types: bool:34,118,481 +Booleans: true:0 (0.0%), false:34,118,481 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 34,118,481/34,118,481 (100.0%) +Types: NoneType:20,009,505, str:14,108,976 +Null/Empty: null:20,009,505 +String length avg: 7.3 +Unique strings tracked: 9 +String values distribution: + 'deleted': 6,135,520 (43.5%) + 'reddit': 4,182,524 (29.6%) + 'moderator': 3,616,561 (25.6%) + 'automod_filtered': 140,516 (1.0%) + 'author': 18,201 (0.1%) + 'copyright_takedown': 10,204 (0.1%) + 'content_takedown': 4,595 (0.0%) + 'anti_evil_ops': 780 (0.0%) + 'community_ops': 75 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 34,118,481/34,118,481 (100.0%) +Types: int:34,118,481 +Numeric values: 34,118,481 total +Numeric range: min:1,623,343,669, max:1,626,778,487, avg:1624945301.7 +Numeric std dev: 1459283.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 34,118,481/34,118,481 (100.0%) +Types: int:34,118,481 +Numeric values: 34,118,481 total +Numeric range: min:0, max:230,972, avg:62.4 +Numeric std dev: 931.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 34,118,481/34,118,481 (100.0%) +Types: NoneType:30,346,252, dict:3,772,229 +Null/Empty: null:30,346,252 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 34,118,481/34,118,481 (100.0%) +Types: dict:34,118,481 +Null/Empty: empty_obj:31,269,542 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 34,118,481/34,118,481 (100.0%) +Types: str:34,118,481 +Null/Empty: empty_str:19,544,430 +String length avg: 292.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 854 (0.0%) + '[deleted]': 787 (0.0%) + '🚀 Exzocoin [ NEW LAUNCH 💎Gem 💎 ] - Ownership Renou...': 11 (0.0%) + 'Moonarc officially fair launched! 🌓💫 Don't miss t...': 10 (0.0%) + 'Hi, I'm in an Autism discussion group on Zoom. The...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 34,118,481/34,118,481 (100.0%) +Types: bool:34,118,481 +Booleans: true:30,945,851 (90.7%), false:3,172,630 (9.3%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 34,118,481/34,118,481 (100.0%) +Types: bool:34,118,481 +Booleans: true:287,248 (0.8%), false:33,831,233 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 34,118,481/34,118,481 (100.0%) +Types: bool:34,118,481 +Booleans: true:122,090 (0.4%), false:33,996,391 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 34,118,481/34,118,481 (100.0%) +Types: str:34,118,481 +String length avg: 11.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'KIRMIZIODA': 83 (0.0%) + 'FreeKarma4U': 39 (0.0%) + 'PlayboyOnReddit': 27 (0.0%) + '69dailyxxx': 15 (0.0%) + 'AskReddit': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 34,118,481/34,118,481 (100.0%) +Types: str:34,118,481 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_45k3xf': 83 (0.0%) + 't5_3hapm': 39 (0.0%) + 't5_2hvo1t': 27 (0.0%) + 't5_32fbrs': 15 (0.0%) + 't5_2qh1i': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 34,118,481/34,118,481 (100.0%) +Types: int:34,118,481 +Numeric values: 34,118,481 total +Numeric range: min:-1, max:103,935,477, avg:1144740.1 +Numeric std dev: 4644542.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 34,118,481/34,118,481 (100.0%) +Types: str:34,118,481 +String length avg: 6.0 +Unique strings tracked: 5 +String values distribution: + 'public': 31,039,497 (91.0%) + 'user': 1,872,072 (5.5%) + 'restricted': 1,206,542 (3.5%) + 'archived': 369 (0.0%) + 'private': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 34,118,481/34,118,481 (100.0%) +Types: NoneType:27,034,915, str:7,083,566 +Null/Empty: null:27,034,915 +String length avg: 4.3 +Unique strings tracked: 8 +String values distribution: + 'new': 2,571,875 (36.3%) + 'qa': 1,913,970 (27.0%) + 'confidence': 1,562,771 (22.1%) + 'top': 876,602 (12.4%) + 'old': 136,409 (1.9%) + 'controversial': 11,420 (0.2%) + 'live': 8,187 (0.1%) + 'random': 2,332 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 34,118,481/34,118,481 (100.0%) +Types: str:34,118,481 +String length avg: 21.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,424 (0.0%) + 'nsfw': 1,048 (0.0%) + 'self': 993 (0.0%) + 'image': 28 (0.0%) + 'spoiler': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 34,118,481/34,118,481 (100.0%) +Types: int:21,865,139, NoneType:12,253,342 +Null/Empty: null:12,253,342 +Numeric values: 21,865,139 total +Numeric range: min:1, max:140, avg:119.9 +Numeric std dev: 27.1 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 34,118,481/34,118,481 (100.0%) +Types: int:21,865,139, NoneType:12,253,342 +Null/Empty: null:12,253,342 +Numeric values: 21,865,139 total +Numeric range: min:1, max:140, avg:139.5 +Numeric std dev: 6.0 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 34,118,481/34,118,481 (100.0%) +Types: str:34,118,481 +String length avg: 55.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '🚀 Moonarc Officially Fair Launched! | Low Market C...': 13 (0.0%) + 'were you expecting an ass that would barely fit in...': 9 (0.0%) + '$5 for INSTANT ACCESS TO 1K+ Pics/Vids📸Lewds•Nudes...': 9 (0.0%) + '🚀 Exzocoin [ NEW LAUNCH 💎Gem 💎 ] - Ownership Renou...': 9 (0.0%) + 'Sydney Cole and Kimmy Granger work on a dick': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 34,118,481/34,118,481 (100.0%) +Types: NoneType:34,117,010, str:1,471 +Null/Empty: null:34,117,010 +String length avg: 8.0 +Unique strings tracked: 2 +String values distribution: + 'INACTIVE': 1,468 (99.8%) + 'ACTIVE': 3 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 34,118,481/34,118,481 (100.0%) +Types: int:34,118,481 +Numeric values: 34,118,481 total +Numeric range: min:0, max:5,278, avg:0.1 +Numeric std dev: 3.1 +Unique numbers tracked: 597 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 34,118,481/34,118,481 (100.0%) +Types: list:34,118,481 +Null/Empty: empty_arr:34,118,135 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 34,118,481/34,118,481 (100.0%) +Types: float:34,118,481 +Numeric values: 34,118,481 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 34,118,481/34,118,481 (100.0%) +Types: str:34,118,481 +String length avg: 60.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/RDVwvse.gifv': 9 (0.0%) + 'https://i.imgur.com/3yQGGGL.gif': 7 (0.0%) + 'https://i.imgur.com/j6IIVgv.jpg': 4 (0.0%) + 'https://i.imgur.com/R43hVic.jpg': 3 (0.0%) + 'https://youtu.be/LGLEZUOBzgM': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 34,118,481/34,118,481 (100.0%) +Types: str:23,322,090, NoneType:10,796,391 +Null/Empty: null:10,796,391 +String length avg: 6.8 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 12,288,898 (52.7%) + 'no_ads': 8,772,077 (37.6%) + 'some_ads': 1,996,793 (8.6%) + 'promo_adult_nsfw': 263,589 (1.1%) + 'house_only': 663 (0.0%) + 'promo_all': 70 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 34,118,481/34,118,481 (100.0%) +Types: int:23,322,090, NoneType:10,796,391 +Null/Empty: null:10,796,391 +Numeric values: 23,322,090 total +Numeric range: min:0, max:7, avg:3.8 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 12,288,898 (52.7%) + 0: 8,772,077 (37.6%) + 7: 1,996,793 (8.6%) + 3: 263,589 (1.1%) + 1: 663 (0.0%) + 5: 70 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 27,773,161/34,118,481 (81.4%) +Types: list:27,773,161 +Null/Empty: empty_arr:26,413,036 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 27,773,161/34,118,481 (81.4%) +Types: str:27,773,161 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 26,413,036 (95.1%) + 'richtext': 1,360,125 (4.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 27,773,161/34,118,481 (81.4%) +Types: str:27,773,161 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_cg9c3c49': 109 (0.0%) + 't2_6l4z3': 81 (0.0%) + 't2_c64ufy88': 41 (0.0%) + 't2_5yrm9qlt': 36 (0.0%) + 't2_bcevk': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 27,773,161/34,118,481 (81.4%) +Types: bool:27,773,161 +Booleans: true:0 (0.0%), false:27,773,161 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 27,773,161/34,118,481 (81.4%) +Types: bool:27,773,161 +Booleans: true:1,522,327 (5.5%), false:26,250,834 (94.5%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 22,572,764/34,118,481 (66.2%) +Types: str:22,572,764 +String length avg: 44.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/RDVwvse.gifv': 9 (0.0%) + 'https://i.imgur.com/ikRg3aD.gifv': 8 (0.0%) + 'https://i.imgur.com/3yQGGGL.gif': 7 (0.0%) + 'https://i.imgur.com/69dBUoM.jpg': 7 (0.0%) + 'https://redgifs.com/watch/downrightbrownzethusspin...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 12,576,140/34,118,481 (36.9%) +Types: str:12,576,140 +String length avg: 5.7 +Unique strings tracked: 7 +String values distribution: + 'image': 6,898,003 (54.8%) + 'link': 2,419,799 (19.2%) + 'rich:video': 1,627,410 (12.9%) + 'self': 976,185 (7.8%) + 'hosted:video': 633,510 (5.0%) + 'gallery': 20,503 (0.2%) + 'video': 730 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 12,576,140/34,118,481 (36.9%) +Types: dict:12,576,140 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 10,144,398/34,118,481 (29.7%) +Types: str:10,144,398 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '54d9b230-8e87-11eb-9330-0e6efb475d1f': 10 (0.0%) + '9a44476c-849c-11eb-871a-0e20d6e20663': 7 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 7 (0.0%) + '1b713a20-845f-11e3-a1ce-12313d224170': 6 (0.0%) + '24b09e66-85f9-11eb-b58c-0eb9c97053c1': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 2,117,911/34,118,481 (6.2%) +Types: dict:1,373,247, NoneType:744,664 +Null/Empty: null:744,664, empty_obj:14 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 1,723,575/34,118,481 (5.1%) +Types: dict:1,098,926, NoneType:624,649 +Null/Empty: null:624,649 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 1,723,575/34,118,481 (5.1%) +Types: bool:1,723,575 +Booleans: true:1,723,575 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,593,371/34,118,481 (4.7%) +Types: str:1,593,371 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_npgv3w': 53 (0.0%) + 't3_nolo68': 25 (0.0%) + 't3_nph4nv': 24 (0.0%) + 't3_no6bji': 20 (0.0%) + 't3_nozkbe': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,593,371/34,118,481 (4.7%) +Types: list:1,593,371 +Null/Empty: empty_arr:77,741 + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 158,878/34,118,481 (0.5%) +Types: dict:116,376, NoneType:42,502 +Null/Empty: null:42,502 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 91,740/34,118,481 (0.3%) +Types: bool:91,740 +Booleans: true:91,740 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 30,075/34,118,481 (0.1%) +Types: dict:30,075 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 29,617/34,118,481 (0.1%) +Types: NoneType:29,617 +Null/Empty: null:29,617 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 29,617/34,118,481 (0.1%) +Types: NoneType:29,617 +Null/Empty: null:29,617 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 29,617/34,118,481 (0.1%) +Types: str:29,571, NoneType:46 +Null/Empty: null:46 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_bj56o8sf': 219 (0.7%) + 't2_oojec': 122 (0.4%) + 't2_26tqy8l1': 115 (0.4%) + 't2_1v81ym6g': 85 (0.3%) + 't2_6h1i4stz': 67 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 29,617/34,118,481 (0.1%) +Types: str:22,119, NoneType:7,498 +Null/Empty: null:7,498, empty_str:3 +String length avg: 24.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'bitstamp.net': 210 (0.9%) + 'www.squarespace.com': 143 (0.6%) + 'wearfigs.com': 122 (0.6%) + 'https://www.nomanssky.com/': 67 (0.3%) + 'apps.apple.com': 59 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 29,617/34,118,481 (0.1%) +Types: NoneType:29,570, str:47 +Null/Empty: null:29,570 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 26 (55.3%) + 'iframe': 21 (44.7%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 29,617/34,118,481 (0.1%) +Types: NoneType:29,570, str:47 +Null/Empty: null:29,570 +String length avg: 44.0 +Unique strings tracked: 19 +Top 5 string values: + 'https://d1rv9hk8pvw4g3.cloudfront.net': 8 (17.0%) + 'https://www.youtube.com/watch?v=0TD96VTf0Xs': 7 (14.9%) + 'https://player.twitch.tv/?channel=funnycaterpillar...': 4 (8.5%) + 'https://youtu.be/KzMW2Cu9Xms': 4 (8.5%) + 'https://www.youtube.com/watch?v=21X5lGlDOfg': 3 (6.4%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 29,617/34,118,481 (0.1%) +Types: list:29,617 +Null/Empty: empty_arr:29,617 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 29,617/34,118,481 (0.1%) +Types: list:29,617 +Null/Empty: empty_arr:29,617 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 29,617/34,118,481 (0.1%) +Types: str:29,617 +String length avg: 117.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://us.roborock.com/pages/roborock-h7?utm_sour...': 55 (0.2%) + 'https://subscribe.wired.com/subscribe/wired/138209...': 48 (0.2%) + 'https://ad.doubleclick.net/ddm/trackclk/N9003.1318...': 16 (0.1%) + 'https://oldnavy.gap.com/browse/info.do?cid=1160383...': 16 (0.1%) + 'https://www.allbirds.com/?utm_source=reddit&ut...': 15 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 29,617/34,118,481 (0.1%) +Types: NoneType:29,617 +Null/Empty: null:29,617 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 29,617/34,118,481 (0.1%) +Types: NoneType:29,617 +Null/Empty: null:29,617 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 29,617/34,118,481 (0.1%) +Types: bool:29,617 +Booleans: true:0 (0.0%), false:29,617 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 29,617/34,118,481 (0.1%) +Types: str:29,617 +Null/Empty: empty_str:10,179 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/p2qX1s3GIHWt...': 16 (0.1%) + 'https://reddit-image.s3.amazonaws.com/-KiaxDn2wehy...': 16 (0.1%) + 'https://reddit-image.s3.amazonaws.com/R2sfmVjB3dXW...': 16 (0.1%) + 'https://reddit-image.s3.amazonaws.com/flP8RBmEe5DI...': 16 (0.1%) + 'https://reddit-image.s3.amazonaws.com/g_yv7aC9QUDM...': 11 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 29,617/34,118,481 (0.1%) +Types: NoneType:29,617 +Null/Empty: null:29,617 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 29,617/34,118,481 (0.1%) +Types: dict:29,617 +Null/Empty: empty_obj:29,617 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 29,617/34,118,481 (0.1%) +Types: NoneType:29,617 +Null/Empty: null:29,617 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 29,617/34,118,481 (0.1%) +Types: bool:29,617 +Booleans: true:29,617 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 29,617/34,118,481 (0.1%) +Types: NoneType:29,617 +Null/Empty: null:29,617 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 29,617/34,118,481 (0.1%) +Types: NoneType:29,617 +Null/Empty: null:29,617 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 29,617/34,118,481 (0.1%) +Types: NoneType:29,617 +Null/Empty: null:29,617 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 29,617/34,118,481 (0.1%) +Types: bool:29,617 +Booleans: true:29,617 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 29,617/34,118,481 (0.1%) +Types: NoneType:29,617 +Null/Empty: null:29,617 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 29,617/34,118,481 (0.1%) +Types: list:29,617 +Null/Empty: empty_arr:29,617 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 29,617/34,118,481 (0.1%) +Types: NoneType:29,617 +Null/Empty: null:29,617 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 29,617/34,118,481 (0.1%) +Types: NoneType:29,617 +Null/Empty: null:29,617 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 26,675/34,118,481 (0.1%) +Types: str:26,675 +Null/Empty: empty_str:1 +String length avg: 8.7 +Unique strings tracked: 14 +Top 5 string values: + 'Learn More': 10,018 (37.6%) + 'Shop Now': 4,466 (16.7%) + 'Sign Up': 4,397 (16.5%) + 'Download': 1,819 (6.8%) + 'Install': 1,419 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 8,378/34,118,481 (0.0%) +Types: list:8,378 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 2,516/34,118,481 (0.0%) +Types: float:2,516 +Numeric values: 2,516 total +Numeric range: min:1,622,520,000.0, max:253,384,691,760.0, avg:1749526355.9 +Numeric std dev: 5168761999.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 2,516/34,118,481 (0.0%) +Types: bool:2,516 +Booleans: true:62 (2.5%), false:2,454 (97.5%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 2,516/34,118,481 (0.0%) +Types: float:2,516 +Numeric values: 2,516 total +Numeric range: min:1,622,491,200.0, max:253,384,677,360.0, avg:1749473599.0 +Numeric std dev: 5168762926.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +================================================================================ + +================================================================================ +FILE: RS_2021-07.jsonl +Analysis Time: 2026-01-15 16:15:08 +================================================================================ +Processed lines: 28,922,711 +Total unique fields: 136 +Max unique values tracked per field: 1,000 +Sample size: 28,922,711 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 28,922,711/28,922,711 (100.0%) +Types: list:28,922,711 +Null/Empty: empty_arr:27,550,198 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,922,711 +Booleans: true:1,267,055 (4.4%), false:27,655,656 (95.6%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,922,711 +Booleans: true:6,276,182 (21.7%), false:22,646,529 (78.3%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 28,922,711/28,922,711 (100.0%) +Types: str:28,922,711 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 511 (0.0%) + 'AutoModerator': 82 (0.0%) + 'Both_Luck6987': 51 (0.0%) + 'PlayboyOnReddit': 47 (0.0%) + 'AllCouponFree': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 28,922,711/28,922,711 (100.0%) +Types: int:19,882,548, NoneType:9,040,163 +Null/Empty: null:9,040,163 +Numeric values: 19,882,548 total +Numeric range: min:1,120,363,200, max:1,627,775,900, avg:1566792350.3 +Numeric std dev: 75001973.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 28,922,711/28,922,711 (100.0%) +Types: NoneType:17,960,944, str:10,961,767 +Null/Empty: null:17,960,944, empty_str:9,523,527 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 4,222 (0.3%) + '#dadada': 1,560 (0.1%) + '#edeff1': 1,010 (0.1%) + '#d3d6da': 724 (0.1%) + '#ea0027': 625 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 28,922,711/28,922,711 (100.0%) +Types: NoneType:27,813,632, str:1,109,079 +Null/Empty: null:27,813,632, empty_str:120,086 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'team-harmony': 65 (0.0%) + 'green': 36 (0.0%) + 'default': 27 (0.0%) + 'tier2': 19 (0.0%) + 'ver': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 28,922,711/28,922,711 (100.0%) +Types: NoneType:26,983,586, str:1,939,125 +Null/Empty: null:26,983,586 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 29 (0.0%) + '11a7d1da-29a0-11e8-8c37-0e157addf87e': 10 (0.0%) + '036c29b6-9949-11ea-86d4-0e2821900321': 9 (0.0%) + '9811a942-f7ec-11e8-ba86-0e2871aefb54': 9 (0.0%) + '1114cdee-6c35-11e9-bf6d-0eff0d163f02': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 28,922,711/28,922,711 (100.0%) +Types: NoneType:26,520,859, str:2,401,852 +Null/Empty: null:26,520,859, empty_str:148,344 +String length avg: 17.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'FC: <unknown> Trainer name: <unknown>': 27 (0.0%) + ':T: EXPERT ⭐': 10 (0.0%) + 'Official Bot': 9 (0.0%) + '🤖': 8 (0.0%) + 'bot': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 28,922,711/28,922,711 (100.0%) +Types: NoneType:17,459,772, str:11,462,939 +Null/Empty: null:17,459,772, empty_str:44,433 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 10,939,761 (95.8%) + 'light': 478,745 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 28,922,711/28,922,711 (100.0%) +Types: list:28,922,711 +Null/Empty: empty_arr:28,922,711 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 28,922,711/28,922,711 (100.0%) +Types: NoneType:28,922,711 +Null/Empty: null:28,922,711 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,922,711 +Booleans: true:19,873,590 (68.7%), false:9,049,121 (31.3%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,922,711 +Booleans: true:0 (0.0%), false:28,922,711 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 28,922,711/28,922,711 (100.0%) +Types: NoneType:28,920,590, str:2,121 +Null/Empty: null:28,920,590, empty_str:1,588 +String length avg: 14.5 +Unique strings tracked: 11 +Top 5 string values: + 'drawing_and_painting': 272 (51.0%) + 'gaming': 64 (12.0%) + 'photography': 57 (10.7%) + 'animals': 45 (8.4%) + 'entertainment': 42 (7.9%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 28,922,711/28,922,711 (100.0%) +Types: NoneType:28,702,101, list:220,610 +Null/Empty: null:28,702,101 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,922,711 +Booleans: true:21,703 (0.1%), false:28,901,008 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 28,922,711/28,922,711 (100.0%) +Types: int:28,922,711 +Numeric values: 28,922,711 total +Numeric range: min:1,625,097,600, max:1,627,775,999, avg:1626442923.5 +Numeric std dev: 768201.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 28,922,711/28,922,711 (100.0%) +Types: NoneType:28,741,261, str:181,450 +Null/Empty: null:28,741,261 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 181,450 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 28,922,711/28,922,711 (100.0%) +Types: NoneType:28,886,662, str:36,049 +Null/Empty: null:28,886,662 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 36,011 (99.9%) + 'admin': 38 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 28,922,711/28,922,711 (100.0%) +Types: str:28,922,711 +Null/Empty: empty_str:76 +String length avg: 12.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 766 (0.0%) + 'reddit.com': 165 (0.0%) + 'i.imgur.com': 137 (0.0%) + 'youtube.com': 68 (0.0%) + 'redgifs.com': 67 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,262,581, float:660,130 +Booleans: true:0 (0.0%), false:28,262,581 (100.0%) +Numeric values: 660,130 total +Numeric range: min:1,625,097,814.0, max:1,656,209,506.0, avg:1626796787.1 +Numeric std dev: 2259563.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 28,922,711/28,922,711 (100.0%) +Types: int:28,922,711 +Numeric values: 28,922,711 total +Numeric range: min:0, max:41, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 25 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 28,922,711/28,922,711 (100.0%) +Types: dict:28,922,711 +Null/Empty: empty_obj:28,389,258 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,922,711 +Booleans: true:0 (0.0%), false:28,922,711 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,922,711 +Booleans: true:14,471 (0.1%), false:28,908,240 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 28,922,711/28,922,711 (100.0%) +Types: str:28,922,711 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ob6uyq': 1 (0.0%) + 'ob9stw': 1 (0.0%) + 'ob9stx': 1 (0.0%) + 'ob9sty': 1 (0.0%) + 'ob9stz': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,922,711 +Booleans: true:30,386 (0.1%), false:28,892,325 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,922,711 +Booleans: true:14,930,048 (51.6%), false:13,992,663 (48.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,922,711 +Booleans: true:203 (0.0%), false:28,922,508 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,922,711 +Booleans: true:177,926 (0.6%), false:28,744,785 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,922,711 +Booleans: true:10,137,172 (35.0%), false:18,785,539 (65.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,922,711 +Booleans: true:14,982,876 (51.8%), false:13,939,835 (48.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,922,711 +Booleans: true:10,838,754 (37.5%), false:18,083,957 (62.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,922,711 +Booleans: true:845,421 (2.9%), false:28,077,290 (97.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 28,922,711/28,922,711 (100.0%) +Types: str:28,865,950, NoneType:56,761 +Null/Empty: null:56,761, empty_str:21,366,295 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 508 (0.0%) + '#ea0027': 401 (0.0%) + '#0079d3': 372 (0.0%) + '#ff66ac': 259 (0.0%) + '#ffd635': 249 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 28,922,711/28,922,711 (100.0%) +Types: NoneType:19,062,591, str:9,860,120 +Null/Empty: null:19,062,591, empty_str:5,477,723 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 130 (0.0%) + 'question': 126 (0.0%) + 'blue': 53 (0.0%) + 'orange': 46 (0.0%) + 'other': 39 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 28,922,711/28,922,711 (100.0%) +Types: list:28,922,711 +Null/Empty: empty_arr:23,403,240 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 28,922,711/28,922,711 (100.0%) +Types: NoneType:18,521,702, str:10,401,009 +Null/Empty: null:18,521,702, empty_str:519 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 94 (0.0%) + 'Question': 64 (0.0%) + 'Meme': 41 (0.0%) + 'News': 27 (0.0%) + 'M4F': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 28,922,711/28,922,711 (100.0%) +Types: str:28,850,879, NoneType:71,832 +Null/Empty: null:71,832 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 24,629,013 (85.4%) + 'light': 4,221,866 (14.6%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 28,922,711/28,922,711 (100.0%) +Types: str:28,922,711 +String length avg: 4.8 +Unique strings tracked: 2 +String values distribution: + 'text': 23,403,240 (80.9%) + 'richtext': 5,519,471 (19.1%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,922,711 +Booleans: true:657,792 (2.3%), false:28,264,919 (97.7%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 28,922,711/28,922,711 (100.0%) +Types: NoneType:25,769,962, dict:3,152,749 +Null/Empty: null:25,769,962 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 28,922,711/28,922,711 (100.0%) +Types: dict:28,922,711 +Null/Empty: empty_obj:26,613,771 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,922,711 +Booleans: true:449 (0.0%), false:28,922,262 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 28,922,711/28,922,711 (100.0%) +Types: str:28,922,711 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_ob6uyq': 1 (0.0%) + 't3_ob9stw': 1 (0.0%) + 't3_ob9stx': 1 (0.0%) + 't3_ob9sty': 1 (0.0%) + 't3_ob9stz': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,922,711 +Booleans: true:13,719,459 (47.4%), false:15,203,252 (52.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 28,922,711/28,922,711 (100.0%) +Types: int:28,922,711 +Numeric values: 28,922,711 total +Numeric range: min:0, max:100,001, avg:6.9 +Numeric std dev: 99.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 28,922,711/28,922,711 (100.0%) +Types: int:28,922,711 +Numeric values: 28,922,711 total +Numeric range: min:0, max:827, avg:0.0 +Numeric std dev: 0.7 +Unique numbers tracked: 173 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,922,711 +Booleans: true:9,163,625 (31.7%), false:19,759,086 (68.3%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 28,922,711/28,922,711 (100.0%) +Types: str:22,308,692, NoneType:6,614,019 +Null/Empty: null:6,614,019 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 12,108,405 (54.3%) + 'no_ads': 8,709,032 (39.0%) + 'some_ads': 1,491,021 (6.7%) + 'house_only': 171 (0.0%) + 'promo_adult_nsfw': 51 (0.0%) + 'promo_all': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 28,922,711/28,922,711 (100.0%) +Types: str:28,922,711 +String length avg: 65.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/starsinthehouse/comments/ob6uyq/stars_out_of_th...': 1 (0.0%) + '/r/whatsthisbug/comments/ob9stw/found_in_rural_sw_...': 1 (0.0%) + '/r/tipofmytongue/comments/ob9stx/tomt_book_looking...': 1 (0.0%) + '/r/FreeKarma4U/comments/ob9sty/4627shout_4627out_4...': 1 (0.0%) + '/r/u_ManicDom/comments/ob9stz/do_you_like_my_body_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,922,711 +Booleans: true:0 (0.0%), false:28,922,711 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 28,922,711/28,922,711 (100.0%) +Types: int:22,308,692, NoneType:6,614,019 +Null/Empty: null:6,614,019 +Numeric values: 22,308,692 total +Numeric range: min:0, max:7, avg:3.7 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 12,108,405 (54.3%) + 0: 8,709,032 (39.0%) + 7: 1,491,021 (6.7%) + 1: 171 (0.0%) + 3: 51 (0.0%) + 5: 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,922,711 +Booleans: true:13,097 (0.0%), false:28,909,614 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 28,922,711/28,922,711 (100.0%) +Types: NoneType:28,922,711 +Null/Empty: null:28,922,711 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 28,922,711/28,922,711 (100.0%) +Types: NoneType:15,905,341, str:13,017,370 +Null/Empty: null:15,905,341 +String length avg: 7.2 +Unique strings tracked: 9 +String values distribution: + 'deleted': 7,121,724 (54.7%) + 'reddit': 3,202,845 (24.6%) + 'moderator': 2,573,490 (19.8%) + 'automod_filtered': 82,583 (0.6%) + 'author': 20,747 (0.2%) + 'copyright_takedown': 12,082 (0.1%) + 'content_takedown': 3,674 (0.0%) + 'anti_evil_ops': 115 (0.0%) + 'community_ops': 110 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 28,922,711/28,922,711 (100.0%) +Types: int:28,922,711 +Numeric values: 28,922,711 total +Numeric range: min:1,656,193,073, max:1,656,220,941, avg:1656207365.3 +Numeric std dev: 7795.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 28,922,711/28,922,711 (100.0%) +Types: int:28,922,711 +Numeric values: 28,922,711 total +Numeric range: min:1,656,193,073, max:1,656,220,941, avg:1656207365.3 +Numeric std dev: 7795.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 28,922,711/28,922,711 (100.0%) +Types: int:28,922,711 +Numeric values: 28,922,711 total +Numeric range: min:0, max:217,073, avg:72.3 +Numeric std dev: 964.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 28,922,711/28,922,711 (100.0%) +Types: NoneType:25,769,962, dict:3,152,749 +Null/Empty: null:25,769,962 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 28,922,711/28,922,711 (100.0%) +Types: dict:28,922,711 +Null/Empty: empty_obj:26,613,771 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 28,922,711/28,922,711 (100.0%) +Types: str:28,922,711 +Null/Empty: empty_str:14,349,659 +String length avg: 230.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,086 (0.0%) + '[removed]': 622 (0.0%) + '💎✋ DIAMOND HANDS 💎✋ Low market cap gem just launc...': 10 (0.0%) + 'If the answer is yes then I want to hear from you....': 4 (0.0%) + ' + +**"Booby"** It's a decentr...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,922,711 +Booleans: true:26,880,876 (92.9%), false:2,041,835 (7.1%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,922,711 +Booleans: true:242,221 (0.8%), false:28,680,490 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 28,922,711/28,922,711 (100.0%) +Types: bool:28,922,711 +Booleans: true:59,446 (0.2%), false:28,863,265 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 28,922,711/28,922,711 (100.0%) +Types: str:28,922,711 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'FreeKarma4U': 39 (0.0%) + 'PlayboyOnReddit': 30 (0.0%) + 'AskReddit': 12 (0.0%) + 'FreeUdemyTutorials': 10 (0.0%) + 'freeudemycouponsdaily': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 28,922,711/28,922,711 (100.0%) +Types: str:28,922,711 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_3hapm': 39 (0.0%) + 't5_2hvo1t': 30 (0.0%) + 't5_2qh1i': 12 (0.0%) + 't5_2o9tw1': 10 (0.0%) + 't5_31dbbe': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 28,922,711/28,922,711 (100.0%) +Types: str:28,922,711 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/FreeKarma4U': 39 (0.0%) + 'r/PlayboyOnReddit': 30 (0.0%) + 'r/AskReddit': 12 (0.0%) + 'r/FreeUdemyTutorials': 10 (0.0%) + 'r/freeudemycouponsdaily': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 28,922,711/28,922,711 (100.0%) +Types: int:28,922,711 +Numeric values: 28,922,711 total +Numeric range: min:-688, max:41,383,587, avg:1511814.8 +Numeric std dev: 5479258.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 28,922,711/28,922,711 (100.0%) +Types: str:28,922,711 +String length avg: 6.1 +Unique strings tracked: 4 +String values distribution: + 'public': 25,723,702 (88.9%) + 'restricted': 1,725,066 (6.0%) + 'user': 1,473,822 (5.1%) + 'archived': 121 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 28,922,711/28,922,711 (100.0%) +Types: NoneType:21,771,984, str:7,150,727 +Null/Empty: null:21,771,984 +String length avg: 4.3 +Unique strings tracked: 8 +String values distribution: + 'new': 2,767,687 (38.7%) + 'confidence': 1,506,027 (21.1%) + 'qa': 1,493,700 (20.9%) + 'top': 1,004,606 (14.0%) + 'old': 337,305 (4.7%) + 'live': 26,698 (0.4%) + 'controversial': 12,644 (0.2%) + 'random': 2,060 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 28,922,711/28,922,711 (100.0%) +Types: str:28,922,711 +Null/Empty: empty_str:8,544 +String length avg: 22.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,215 (0.0%) + 'self': 873 (0.0%) + 'nsfw': 625 (0.0%) + 'spoiler': 27 (0.0%) + 'image': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 28,922,711/28,922,711 (100.0%) +Types: str:28,922,711 +String length avg: 53.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted by user]': 30 (0.0%) + 'Have a good day! 😘 69% off for a limited time': 5 (0.0%) + '💎✋ DIAMOND HANDS 💎✋ 900k Market Cap on Day 1!! Ama...': 5 (0.0%) + 'Grand Theft Auto V Playthrough Part 3': 5 (0.0%) + '[PC Server] [Steam] [PvE] BS Gaming - An ARK Serve...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 28,922,711/28,922,711 (100.0%) +Types: NoneType:28,921,183, str:1,528 +Null/Empty: null:28,921,183 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 1,528 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 28,922,711/28,922,711 (100.0%) +Types: int:28,922,711 +Numeric values: 28,922,711 total +Numeric range: min:0, max:5,154, avg:0.1 +Numeric std dev: 3.1 +Unique numbers tracked: 546 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 28,922,711/28,922,711 (100.0%) +Types: list:28,922,711 +Null/Empty: empty_arr:28,922,410 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 28,922,711/28,922,711 (100.0%) +Types: float:28,922,711 +Numeric values: 28,922,711 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 28,922,711/28,922,711 (100.0%) +Types: str:28,922,711 +String length avg: 60.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/valuablemediumvioletredh...': 5 (0.0%) + 'https://www.youtube.com/watch?v=jJRFgihGhUQ': 5 (0.0%) + 'https://redgifs.com/watch/unnaturaldodgerblueprawn': 3 (0.0%) + 'https://i.imgur.com/AF7aphM.gifv': 3 (0.0%) + 'https://www.twitch.tv/carlboywonder': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 28,922,711/28,922,711 (100.0%) +Types: NoneType:28,922,711 +Null/Empty: null:28,922,711 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 28,922,711/28,922,711 (100.0%) +Types: str:22,308,691, NoneType:6,614,020 +Null/Empty: null:6,614,020 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 11,996,567 (53.8%) + 'no_ads': 8,709,031 (39.0%) + 'some_ads': 1,460,526 (6.5%) + 'promo_adult_nsfw': 142,384 (0.6%) + 'house_only': 171 (0.0%) + 'promo_all': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 28,922,711/28,922,711 (100.0%) +Types: int:22,308,691, NoneType:6,614,020 +Null/Empty: null:6,614,020 +Numeric values: 22,308,691 total +Numeric range: min:0, max:7, avg:3.7 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 11,996,567 (53.8%) + 0: 8,709,031 (39.0%) + 7: 1,460,526 (6.5%) + 3: 142,384 (0.6%) + 1: 171 (0.0%) + 5: 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 28,914,167/28,922,711 (100.0%) +Types: int:18,026,649, NoneType:10,887,518 +Null/Empty: null:10,887,518 +Numeric values: 18,026,649 total +Numeric range: min:0, max:140, avg:115.2 +Numeric std dev: 33.4 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 28,914,167/28,922,711 (100.0%) +Types: int:18,026,649, NoneType:10,887,518 +Null/Empty: null:10,887,518 +Numeric values: 18,026,649 total +Numeric range: min:0, max:140, avg:135.7 +Numeric std dev: 23.7 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 19,882,548/28,922,711 (68.7%) +Types: list:19,882,548 +Null/Empty: empty_arr:18,408,645 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 19,882,548/28,922,711 (68.7%) +Types: str:19,882,548 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 18,408,645 (92.6%) + 'richtext': 1,473,903 (7.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 19,882,548/28,922,711 (68.7%) +Types: str:19,882,548 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 82 (0.0%) + 't2_c64ufy88': 51 (0.0%) + 't2_5yrm9qlt': 47 (0.0%) + 't2_5yal7bq4': 20 (0.0%) + 't2_12gbdz': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 19,882,548/28,922,711 (68.7%) +Types: bool:19,882,548 +Booleans: true:0 (0.0%), false:19,882,548 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 19,882,548/28,922,711 (68.7%) +Types: bool:19,882,548 +Booleans: true:544,982 (2.7%), false:19,337,566 (97.3%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 18,083,957/28,922,711 (62.5%) +Types: str:18,083,957 +String length avg: 45.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/valuablemediumvioletredh...': 5 (0.0%) + 'https://www.youtube.com/watch?v=jJRFgihGhUQ': 5 (0.0%) + 'https://redgifs.com/watch/unnaturaldodgerblueprawn': 3 (0.0%) + 'https://redgifs.com/watch/superficialbuzzingcoati': 3 (0.0%) + 'https://i.imgur.com/AF7aphM.gifv': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 9,402,391/28,922,711 (32.5%) +Types: str:9,402,391 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9a44476c-849c-11eb-871a-0e20d6e20663': 11 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 8 (0.0%) + '1fb34b1e-9212-11eb-93d0-0e843b0fcb1d': 7 (0.0%) + 'a7f808c2-d9fa-11eb-8706-0ef9e96fa9bd': 7 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 8,984,020/28,922,711 (31.1%) +Types: str:8,984,020 +String length avg: 5.8 +Unique strings tracked: 7 +String values distribution: + 'image': 4,821,839 (53.7%) + 'link': 1,855,966 (20.7%) + 'rich:video': 1,119,247 (12.5%) + 'self': 637,281 (7.1%) + 'hosted:video': 537,674 (6.0%) + 'gallery': 11,771 (0.1%) + 'video': 242 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 8,984,020/28,922,711 (31.1%) +Types: dict:8,984,020 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 1,950,547/28,922,711 (6.7%) +Types: dict:1,117,351, NoneType:833,196 +Null/Empty: null:833,196, empty_obj:2 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 1,597,131/28,922,711 (5.5%) +Types: dict:886,630, NoneType:710,501 +Null/Empty: null:710,501 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 1,597,131/28,922,711 (5.5%) +Types: bool:1,597,131 +Booleans: true:1,597,131 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,123,886/28,922,711 (3.9%) +Types: str:1,123,886 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_oaski8': 21 (0.0%) + 't3_oasw1c': 15 (0.0%) + 't3_oat0oa': 12 (0.0%) + 't3_ob9uqr': 12 (0.0%) + 't3_ob68kn': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,123,886/28,922,711 (3.9%) +Types: list:1,123,886 +Null/Empty: empty_arr:170,946 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 218,285/28,922,711 (0.8%) +Types: bool:218,285 +Booleans: true:218,285 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 157,466/28,922,711 (0.5%) +Types: dict:108,147, NoneType:49,319 +Null/Empty: null:49,319 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 30,386/28,922,711 (0.1%) +Types: NoneType:30,386 +Null/Empty: null:30,386 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 30,386/28,922,711 (0.1%) +Types: NoneType:30,386 +Null/Empty: null:30,386 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 30,386/28,922,711 (0.1%) +Types: NoneType:30,386 +Null/Empty: null:30,386 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 30,386/28,922,711 (0.1%) +Types: str:30,273, NoneType:113 +Null/Empty: null:113 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_1skrylk1': 546 (1.8%) + 't2_ce0e0g44': 377 (1.2%) + 't2_25usvnh7': 240 (0.8%) + 't2_ay8t52lx': 185 (0.6%) + 't2_26tqy8l1': 127 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 30,386/28,922,711 (0.1%) +Types: str:22,411, NoneType:7,975 +Null/Empty: null:7,975, empty_str:7 +String length avg: 24.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'www.leaffilter.com': 683 (3.0%) + 'https://mortgage.quickenloans.com': 346 (1.5%) + 'apps.apple.com': 237 (1.1%) + 'play.google.com': 212 (0.9%) + 'www.squarespace.com': 127 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 30,386/28,922,711 (0.1%) +Types: NoneType:30,360, str:26 +Null/Empty: null:30,360 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 24 (92.3%) + 'iframe': 2 (7.7%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 30,386/28,922,711 (0.1%) +Types: NoneType:30,360, str:26 +Null/Empty: null:30,360 +String length avg: 132.6 +Unique strings tracked: 7 +String values distribution: + 'https://www.freestyle.abbott/us-en/products/freest...': 11 (42.3%) + 'https://www.youtube.com/watch?v=5yx6BWlEVcY': 5 (19.2%) + 'https://www.youtube.com/watch?v=KR0g-1hnQPA&li...': 4 (15.4%) + 'https://www.youtube.com/watch?v=KR0g-1hnQPA&li...': 3 (11.5%) + 'https://www.youtube.com/watch?v=04pNvgeyf4o': 1 (3.8%) + 'https://www.brooksrunning.com/en_us/alter-ego-quiz...': 1 (3.8%) + 'https://www.nike.com/in/': 1 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 30,386/28,922,711 (0.1%) +Types: list:30,386 +Null/Empty: empty_arr:30,386 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 30,386/28,922,711 (0.1%) +Types: list:30,386 +Null/Empty: empty_arr:30,386 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 30,386/28,922,711 (0.1%) +Types: str:30,386 +String length avg: 115.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.myollie.com/?offer_code=RDJUNE50&u...': 80 (0.3%) + 'https://www.busch.com/buschlightapple': 71 (0.2%) + 'https://apps.apple.com/us/app/id1413721906': 54 (0.2%) + 'https://www.twix.com/where-to-buy?utm_source=reddi...': 48 (0.2%) + 'https://play.google.com/store/apps/details?id=com....': 42 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 30,386/28,922,711 (0.1%) +Types: NoneType:30,386 +Null/Empty: null:30,386 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 30,386/28,922,711 (0.1%) +Types: NoneType:30,386 +Null/Empty: null:30,386 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 30,386/28,922,711 (0.1%) +Types: bool:30,386 +Booleans: true:0 (0.0%), false:30,386 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 30,386/28,922,711 (0.1%) +Types: bool:30,386 +Booleans: true:0 (0.0%), false:30,386 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 30,386/28,922,711 (0.1%) +Types: str:30,386 +Null/Empty: empty_str:11,648 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/1fYUzx-QYdaO...': 121 (0.6%) + 'https://reddit-image.s3.amazonaws.com/DOAF8OMKQBpJ...': 103 (0.5%) + 'https://reddit-image.s3.amazonaws.com/0fnCn5TAhioU...': 96 (0.5%) + 'https://reddit-image.s3.amazonaws.com/GAE9DyDMhldy...': 96 (0.5%) + 'https://reddit-image.s3.amazonaws.com/P8xbmKXOgGPm...': 48 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 30,386/28,922,711 (0.1%) +Types: NoneType:30,386 +Null/Empty: null:30,386 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 30,386/28,922,711 (0.1%) +Types: dict:30,386 +Null/Empty: empty_obj:30,386 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 30,386/28,922,711 (0.1%) +Types: NoneType:30,386 +Null/Empty: null:30,386 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 30,386/28,922,711 (0.1%) +Types: NoneType:30,386 +Null/Empty: null:30,386 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 30,386/28,922,711 (0.1%) +Types: bool:30,386 +Booleans: true:0 (0.0%), false:30,386 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 30,386/28,922,711 (0.1%) +Types: NoneType:30,386 +Null/Empty: null:30,386 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 30,386/28,922,711 (0.1%) +Types: NoneType:30,386 +Null/Empty: null:30,386 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 30,386/28,922,711 (0.1%) +Types: NoneType:30,386 +Null/Empty: null:30,386 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 30,386/28,922,711 (0.1%) +Types: bool:30,386 +Booleans: true:30,386 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 30,386/28,922,711 (0.1%) +Types: NoneType:30,386 +Null/Empty: null:30,386 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 30,386/28,922,711 (0.1%) +Types: list:30,386 +Null/Empty: empty_arr:30,386 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 30,386/28,922,711 (0.1%) +Types: NoneType:30,386 +Null/Empty: null:30,386 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 30,386/28,922,711 (0.1%) +Types: NoneType:30,386 +Null/Empty: null:30,386 + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 27,726/28,922,711 (0.1%) +Types: dict:27,726 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 27,526/28,922,711 (0.1%) +Types: str:27,526 +Null/Empty: empty_str:1,577 +String length avg: 8.7 +Unique strings tracked: 14 +Top 5 string values: + 'Learn More': 9,232 (35.6%) + 'Shop Now': 4,111 (15.8%) + 'Sign Up': 3,457 (13.3%) + 'Download': 2,668 (10.3%) + 'View More': 1,727 (6.7%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 8,479/28,922,711 (0.0%) +Types: list:8,479 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,639/28,922,711 (0.0%) +Types: float:1,639 +Numeric values: 1,639 total +Numeric range: min:1,625,112,000.0, max:253,392,581,340.0, avg:1939695647.8 +Numeric std dev: 8790403613.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,639/28,922,711 (0.0%) +Types: bool:1,639 +Booleans: true:1 (0.1%), false:1,638 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,639/28,922,711 (0.0%) +Types: float:1,639 +Numeric values: 1,639 total +Numeric range: min:1,625,097,600.0, max:253,392,566,940.0, avg:1936765953.9 +Numeric std dev: 8789739408.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: tournament_data Occurrence: 24/28,922,711 (0.0%) +Types: dict:24 + +──────────────────────────────────────────────────────────── +FIELD: live_audio Occurrence: 3/28,922,711 (0.0%) +Types: dict:3 + +================================================================================ + +================================================================================ +FILE: RS_2021-08.jsonl +Analysis Time: 2026-01-15 17:18:44 +================================================================================ +Processed lines: 28,384,220 +Total unique fields: 136 +Max unique values tracked per field: 1,000 +Sample size: 28,384,220 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 28,384,220/28,384,220 (100.0%) +Types: list:28,384,220 +Null/Empty: empty_arr:27,005,299 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:28,384,220 +Booleans: true:1,304,436 (4.6%), false:27,079,784 (95.4%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:28,384,220 +Booleans: true:6,330,636 (22.3%), false:22,053,584 (77.7%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 28,384,220/28,384,220 (100.0%) +Types: str:28,384,220 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 540 (0.0%) + 'AutoModerator': 83 (0.0%) + 'PlayboyOnReddit': 49 (0.0%) + 'introsort': 19 (0.0%) + 'sharewithme': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 28,384,220/28,384,220 (100.0%) +Types: int:19,430,613, NoneType:8,953,607 +Null/Empty: null:8,953,607 +Numeric values: 19,430,613 total +Numeric range: min:1,118,030,400, max:1,630,454,280, avg:1566056276.3 +Numeric std dev: 76368808.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 28,384,220/28,384,220 (100.0%) +Types: NoneType:17,489,710, str:10,894,510 +Null/Empty: null:17,489,710, empty_str:9,464,862 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 4,309 (0.3%) + '#dadada': 1,350 (0.1%) + '#edeff1': 695 (0.0%) + '#d3d6da': 672 (0.0%) + '#ea0027': 518 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 28,384,220/28,384,220 (100.0%) +Types: NoneType:27,262,934, str:1,121,286 +Null/Empty: null:27,262,934, empty_str:127,687 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'team-harmony': 85 (0.0%) + 'green': 62 (0.0%) + 'defaultclass': 32 (0.0%) + 'tier2': 31 (0.0%) + 'default': 28 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 28,384,220/28,384,220 (100.0%) +Types: NoneType:26,450,821, str:1,933,399 +Null/Empty: null:26,450,821 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 24 (0.0%) + '9811a942-f7ec-11e8-ba86-0e2871aefb54': 17 (0.0%) + '1114cdee-6c35-11e9-bf6d-0eff0d163f02': 13 (0.0%) + 'ff5e2e40-99bb-11eb-b3ea-0ebb9409a197': 9 (0.0%) + 'c49f2470-74c4-11ea-94e7-0e7933a2ea13': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 28,384,220/28,384,220 (100.0%) +Types: NoneType:25,961,698, str:2,422,522 +Null/Empty: null:25,961,698, empty_str:151,524 +String length avg: 17.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'FC: <unknown> Trainer name: <unknown>': 21 (0.0%) + 'Official Bot': 12 (0.0%) + 'verified': 9 (0.0%) + 'Unverified Age': 9 (0.0%) + ' ': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 28,384,220/28,384,220 (100.0%) +Types: NoneType:16,985,740, str:11,398,480 +Null/Empty: null:16,985,740, empty_str:44,677 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 10,883,716 (95.9%) + 'light': 470,087 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 28,384,220/28,384,220 (100.0%) +Types: list:28,384,220 +Null/Empty: empty_arr:28,384,220 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 28,384,220/28,384,220 (100.0%) +Types: NoneType:28,384,220 +Null/Empty: null:28,384,220 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:28,384,220 +Booleans: true:19,417,328 (68.4%), false:8,966,892 (31.6%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:28,384,220 +Booleans: true:0 (0.0%), false:28,384,220 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 28,384,220/28,384,220 (100.0%) +Types: NoneType:28,382,033, str:2,187 +Null/Empty: null:28,382,033, empty_str:1,758 +String length avg: 14.4 +Unique strings tracked: 11 +Top 5 string values: + 'drawing_and_painting': 199 (46.4%) + 'photography': 69 (16.1%) + 'entertainment': 44 (10.3%) + 'gaming': 38 (8.9%) + 'animals': 33 (7.7%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 28,384,220/28,384,220 (100.0%) +Types: NoneType:28,167,557, list:216,663 +Null/Empty: null:28,167,557 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:28,384,220 +Booleans: true:18,993 (0.1%), false:28,365,227 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 28,384,220/28,384,220 (100.0%) +Types: int:28,384,220 +Numeric values: 28,384,220 total +Numeric range: min:1,627,776,000, max:1,630,454,399, avg:1629117002.0 +Numeric std dev: 774498.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 28,384,220/28,384,220 (100.0%) +Types: NoneType:28,197,175, str:187,045 +Null/Empty: null:28,197,175 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 187,045 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 28,384,220/28,384,220 (100.0%) +Types: NoneType:28,346,281, str:37,939 +Null/Empty: null:28,346,281 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 37,888 (99.9%) + 'admin': 51 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 28,384,220/28,384,220 (100.0%) +Types: str:28,384,220 +Null/Empty: empty_str:124 +String length avg: 12.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 697 (0.0%) + 'reddit.com': 197 (0.0%) + 'i.imgur.com': 188 (0.0%) + 'v.redd.it': 82 (0.0%) + 'redgifs.com': 78 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:27,728,863, float:655,357 +Booleans: true:0 (0.0%), false:27,728,863 (100.0%) +Numeric values: 655,357 total +Numeric range: min:1,627,776,207.0, max:1,656,178,606.0, avg:1629432741.6 +Numeric std dev: 2105387.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 28,384,220/28,384,220 (100.0%) +Types: int:28,384,220 +Numeric values: 28,384,220 total +Numeric range: min:0, max:211, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 28 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 28,384,220/28,384,220 (100.0%) +Types: dict:28,384,220 +Null/Empty: empty_obj:27,849,496 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:28,384,220 +Booleans: true:0 (0.0%), false:28,384,220 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:28,384,220 +Booleans: true:12,830 (0.0%), false:28,371,390 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 28,384,220/28,384,220 (100.0%) +Types: str:28,384,220 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'oujw62': 1 (0.0%) + 'ovhuve': 1 (0.0%) + 'ovhuvf': 1 (0.0%) + 'ovhuvg': 1 (0.0%) + 'ovhuvh': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:28,384,220 +Booleans: true:29,758 (0.1%), false:28,354,462 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:28,384,220 +Booleans: true:15,211,650 (53.6%), false:13,172,570 (46.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:28,384,220 +Booleans: true:275 (0.0%), false:28,383,945 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:28,384,220 +Booleans: true:173,215 (0.6%), false:28,211,005 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:28,384,220 +Booleans: true:9,031,995 (31.8%), false:19,352,225 (68.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:28,384,220 +Booleans: true:15,267,391 (53.8%), false:13,116,829 (46.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:28,384,220 +Booleans: true:11,185,084 (39.4%), false:17,199,136 (60.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:28,384,220 +Booleans: true:842,586 (3.0%), false:27,541,634 (97.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 28,384,220/28,384,220 (100.0%) +Types: str:28,329,047, NoneType:55,173 +Null/Empty: null:55,173, empty_str:20,857,207 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 397 (0.0%) + '#0079d3': 354 (0.0%) + '#ea0027': 347 (0.0%) + '#ffd635': 257 (0.0%) + '#ff66ac': 232 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 28,384,220/28,384,220 (100.0%) +Types: NoneType:18,589,528, str:9,794,692 +Null/Empty: null:18,589,528, empty_str:5,469,625 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 163 (0.0%) + 'question': 109 (0.0%) + 'blue': 56 (0.0%) + 'help': 50 (0.0%) + 'green': 46 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 28,384,220/28,384,220 (100.0%) +Types: list:28,384,220 +Null/Empty: empty_arr:22,951,080 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 28,384,220/28,384,220 (100.0%) +Types: NoneType:18,069,768, str:10,314,452 +Null/Empty: null:18,069,768, empty_str:370 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 101 (0.0%) + 'Question': 60 (0.0%) + 'Meme': 24 (0.0%) + 'Other': 19 (0.0%) + 'Art': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 28,384,220/28,384,220 (100.0%) +Types: str:28,314,242, NoneType:69,978 +Null/Empty: null:69,978 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 24,121,346 (85.2%) + 'light': 4,192,896 (14.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 28,384,220/28,384,220 (100.0%) +Types: str:28,384,220 +String length avg: 4.8 +Unique strings tracked: 2 +String values distribution: + 'text': 22,951,080 (80.9%) + 'richtext': 5,433,140 (19.1%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:28,384,220 +Booleans: true:637,921 (2.2%), false:27,746,299 (97.8%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 28,384,220/28,384,220 (100.0%) +Types: NoneType:25,131,342, dict:3,252,878 +Null/Empty: null:25,131,342 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 28,384,220/28,384,220 (100.0%) +Types: dict:28,384,220 +Null/Empty: empty_obj:25,972,714 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:28,384,220 +Booleans: true:337 (0.0%), false:28,383,883 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 28,384,220/28,384,220 (100.0%) +Types: str:28,384,220 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_oujw62': 1 (0.0%) + 't3_ovhuve': 1 (0.0%) + 't3_ovhuvf': 1 (0.0%) + 't3_ovhuvg': 1 (0.0%) + 't3_ovhuvh': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:28,384,220 +Booleans: true:13,257,344 (46.7%), false:15,126,876 (53.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 28,384,220/28,384,220 (100.0%) +Types: int:28,384,220 +Numeric values: 28,384,220 total +Numeric range: min:0, max:100,001, avg:7.5 +Numeric std dev: 103.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 28,384,220/28,384,220 (100.0%) +Types: int:28,384,220 +Numeric values: 28,384,220 total +Numeric range: min:0, max:2,149, avg:0.0 +Numeric std dev: 0.9 +Unique numbers tracked: 193 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:28,384,220 +Booleans: true:8,435,409 (29.7%), false:19,948,811 (70.3%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 28,384,220/28,384,220 (100.0%) +Types: str:21,513,032, NoneType:6,871,188 +Null/Empty: null:6,871,188 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 12,211,722 (56.8%) + 'no_ads': 7,855,566 (36.5%) + 'some_ads': 1,445,427 (6.7%) + 'house_only': 227 (0.0%) + 'promo_adult_nsfw': 66 (0.0%) + 'promo_all': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 28,384,220/28,384,220 (100.0%) +Types: str:28,384,220 +String length avg: 65.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/TheOsmonds/comments/oujw62/they_are_very_very_c...': 1 (0.0%) + '/r/knockmeup/comments/ovhuve/your_sweetheart_3/': 1 (0.0%) + '/r/BBCsissies/comments/ovhuvf/any_bbc_need_a_thicc...': 1 (0.0%) + '/r/Catswithjobs/comments/ovhuvg/im_reddening_my_th...': 1 (0.0%) + '/r/jerkbudss/comments/ovhuvh/kik_rdp667_lets_jerk_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:28,384,220 +Booleans: true:0 (0.0%), false:28,384,220 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 28,384,220/28,384,220 (100.0%) +Types: int:21,513,032, NoneType:6,871,188 +Null/Empty: null:6,871,188 +Numeric values: 21,513,032 total +Numeric range: min:0, max:7, avg:3.9 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 12,211,722 (56.8%) + 0: 7,855,566 (36.5%) + 7: 1,445,427 (6.7%) + 1: 227 (0.0%) + 3: 66 (0.0%) + 5: 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:28,384,220 +Booleans: true:19,259 (0.1%), false:28,364,961 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 28,384,220/28,384,220 (100.0%) +Types: NoneType:28,384,220 +Null/Empty: null:28,384,220 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 28,384,220/28,384,220 (100.0%) +Types: NoneType:16,576,803, str:11,807,417 +Null/Empty: null:16,576,803 +String length avg: 7.3 +Unique strings tracked: 9 +String values distribution: + 'deleted': 6,674,057 (56.5%) + 'moderator': 2,638,165 (22.3%) + 'reddit': 2,372,173 (20.1%) + 'automod_filtered': 84,898 (0.7%) + 'author': 19,665 (0.2%) + 'copyright_takedown': 13,887 (0.1%) + 'content_takedown': 4,369 (0.0%) + 'anti_evil_ops': 112 (0.0%) + 'community_ops': 91 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 28,384,220/28,384,220 (100.0%) +Types: int:28,384,220 +Numeric values: 28,384,220 total +Numeric range: min:1,656,166,025, max:1,656,212,729, avg:1656179544.0 +Numeric std dev: 7745.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 28,384,220/28,384,220 (100.0%) +Types: int:28,384,220 +Numeric values: 28,384,220 total +Numeric range: min:1,656,166,025, max:1,656,212,729, avg:1656179544.0 +Numeric std dev: 7745.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 28,384,220/28,384,220 (100.0%) +Types: int:28,384,220 +Numeric values: 28,384,220 total +Numeric range: min:0, max:237,741, avg:71.1 +Numeric std dev: 941.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 28,384,220/28,384,220 (100.0%) +Types: NoneType:25,131,342, dict:3,252,878 +Null/Empty: null:25,131,342 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 28,384,220/28,384,220 (100.0%) +Types: dict:28,384,220 +Null/Empty: empty_obj:25,972,714 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 28,384,220/28,384,220 (100.0%) +Types: str:28,384,220 +Null/Empty: empty_str:13,769,915 +String length avg: 235.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,116 (0.0%) + '[removed]': 607 (0.0%) + '***Hello there , are you in need of a highly skill...': 10 (0.0%) + '[💰SIGN UP HERE💰](https://capital.one/3AK7wFY) + +Ope...': 5 (0.0%) + 'DPS Alert + Vehicle Accident-Property Damage +IR...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:28,384,220 +Booleans: true:26,196,543 (92.3%), false:2,187,677 (7.7%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:28,384,220 +Booleans: true:236,147 (0.8%), false:28,148,073 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 28,384,220/28,384,220 (100.0%) +Types: bool:28,384,220 +Booleans: true:64,673 (0.2%), false:28,319,547 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 28,384,220/28,384,220 (100.0%) +Types: str:28,384,220 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PlayboyOnReddit': 31 (0.0%) + 'dirtykikpals': 10 (0.0%) + 'AskReddit': 8 (0.0%) + 'teenagers': 8 (0.0%) + 'onlyfansgirls101': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 28,384,220/28,384,220 (100.0%) +Types: str:28,384,220 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2hvo1t': 31 (0.0%) + 't5_2wtau': 10 (0.0%) + 't5_2qh1i': 8 (0.0%) + 't5_2rjli': 8 (0.0%) + 't5_2juvo2': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 28,384,220/28,384,220 (100.0%) +Types: str:28,384,220 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/PlayboyOnReddit': 31 (0.0%) + 'r/dirtykikpals': 10 (0.0%) + 'r/AskReddit': 8 (0.0%) + 'r/teenagers': 8 (0.0%) + 'r/onlyfansgirls101': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 28,384,220/28,384,220 (100.0%) +Types: int:28,384,220 +Numeric values: 28,384,220 total +Numeric range: min:-688, max:160,606,632, avg:1502795.2 +Numeric std dev: 5495771.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 28,384,220/28,384,220 (100.0%) +Types: str:28,384,220 +String length avg: 6.1 +Unique strings tracked: 4 +String values distribution: + 'public': 25,132,092 (88.5%) + 'restricted': 1,733,641 (6.1%) + 'user': 1,518,372 (5.3%) + 'archived': 115 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 28,384,220/28,384,220 (100.0%) +Types: NoneType:22,021,477, str:6,362,743 +Null/Empty: null:22,021,477 +String length avg: 4.4 +Unique strings tracked: 8 +String values distribution: + 'new': 1,954,338 (30.7%) + 'qa': 1,538,791 (24.2%) + 'confidence': 1,482,879 (23.3%) + 'top': 1,045,133 (16.4%) + 'old': 295,275 (4.6%) + 'live': 31,110 (0.5%) + 'controversial': 12,272 (0.2%) + 'random': 2,945 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 28,384,220/28,384,220 (100.0%) +Types: str:28,384,220 +Null/Empty: empty_str:8,275 +String length avg: 22.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,285 (0.0%) + 'self': 988 (0.0%) + 'nsfw': 743 (0.0%) + 'image': 31 (0.0%) + 'spoiler': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 28,384,220/28,384,220 (100.0%) +Types: str:28,384,220 +Null/Empty: empty_str:2 +String length avg: 53.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted by user]': 38 (0.0%) + '.': 4 (0.0%) + '[Selling] [UK] 💚 Love Alt Girls? 🖤 Sub to my one o...': 3 (0.0%) + 'spank me': 3 (0.0%) + 'Drift': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 28,384,220/28,384,220 (100.0%) +Types: NoneType:28,382,719, str:1,501 +Null/Empty: null:28,382,719 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 1,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 28,384,220/28,384,220 (100.0%) +Types: int:28,384,220 +Numeric values: 28,384,220 total +Numeric range: min:0, max:9,268, avg:0.1 +Numeric std dev: 3.4 +Unique numbers tracked: 556 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 28,384,220/28,384,220 (100.0%) +Types: list:28,384,220 +Null/Empty: empty_arr:28,383,999 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 28,384,220/28,384,220 (100.0%) +Types: float:28,384,220 +Numeric values: 28,384,220 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 28,384,220/28,384,220 (100.0%) +Types: str:28,384,220 +String length avg: 61.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/luminousinbornprawn': 9 (0.0%) + 'https://i.imgur.com/9hJlIgp.mp4': 3 (0.0%) + 'https://redgifs.com/watch/trustylightgoldenrodyell...': 3 (0.0%) + 'https://youtu.be/CdemYnHlk48': 2 (0.0%) + 'https://i.redd.it/rt6qc31szme71.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 28,384,220/28,384,220 (100.0%) +Types: NoneType:28,384,220 +Null/Empty: null:28,384,220 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 28,384,220/28,384,220 (100.0%) +Types: str:21,513,031, NoneType:6,871,189 +Null/Empty: null:6,871,189 +String length avg: 6.8 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 12,097,782 (56.2%) + 'no_ads': 7,855,565 (36.5%) + 'some_ads': 1,415,449 (6.6%) + 'promo_adult_nsfw': 143,984 (0.7%) + 'house_only': 227 (0.0%) + 'promo_all': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 28,384,220/28,384,220 (100.0%) +Types: int:21,513,031, NoneType:6,871,189 +Null/Empty: null:6,871,189 +Numeric values: 21,513,031 total +Numeric range: min:0, max:7, avg:3.9 +Numeric std dev: 2.9 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 12,097,782 (56.2%) + 0: 7,855,565 (36.5%) + 7: 1,415,449 (6.6%) + 3: 143,984 (0.7%) + 1: 227 (0.0%) + 5: 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 28,375,945/28,384,220 (100.0%) +Types: int:17,247,927, NoneType:11,128,018 +Null/Empty: null:11,128,018 +Numeric values: 17,247,927 total +Numeric range: min:0, max:140, avg:112.5 +Numeric std dev: 35.8 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 28,375,945/28,384,220 (100.0%) +Types: int:17,247,927, NoneType:11,128,018 +Null/Empty: null:11,128,018 +Numeric values: 17,247,927 total +Numeric range: min:0, max:140, avg:134.0 +Numeric std dev: 28.1 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 19,430,613/28,384,220 (68.5%) +Types: list:19,430,613 +Null/Empty: empty_arr:17,966,561 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 19,430,613/28,384,220 (68.5%) +Types: str:19,430,613 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 17,966,561 (92.5%) + 'richtext': 1,464,052 (7.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 19,430,613/28,384,220 (68.5%) +Types: str:19,430,613 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 83 (0.0%) + 't2_5yrm9qlt': 49 (0.0%) + 't2_985kxbt1': 19 (0.0%) + 't2_bcevk': 14 (0.0%) + 't2_d0kqh7p3': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 19,430,613/28,384,220 (68.5%) +Types: bool:19,430,613 +Booleans: true:0 (0.0%), false:19,430,613 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 19,430,613/28,384,220 (68.5%) +Types: bool:19,430,613 +Booleans: true:565,292 (2.9%), false:18,865,321 (97.1%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 17,199,136/28,384,220 (60.6%) +Types: str:17,199,136 +String length avg: 45.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/luminousinbornprawn': 14 (0.0%) + 'https://i.imgur.com/Eaed4l8.jpg': 9 (0.0%) + 'https://i.imgur.com/9hJlIgp.mp4': 7 (0.0%) + 'https://youtu.be/whaBOQCG_2Y': 7 (0.0%) + 'https://www.publish0x.com/crypto-daily-fx/will-eip...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 9,347,236/28,384,220 (32.9%) +Types: str:9,347,236 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9f977b78-a829-11e8-b33f-0ee05f7ae348': 8 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 7 (0.0%) + '9b4d5fd4-15d7-11ea-9533-0ea2b8b11049': 5 (0.0%) + 'd0662ff6-9b51-11eb-9cce-0ed74aab1b4d': 5 (0.0%) + '0ff1aaba-9a3a-11eb-9ea4-0eb8688c5f05': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 9,170,994/28,384,220 (32.3%) +Types: str:9,170,994 +String length avg: 5.8 +Unique strings tracked: 7 +String values distribution: + 'image': 4,870,210 (53.1%) + 'link': 1,895,854 (20.7%) + 'rich:video': 1,176,391 (12.8%) + 'self': 670,101 (7.3%) + 'hosted:video': 545,479 (5.9%) + 'gallery': 12,861 (0.1%) + 'video': 98 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 9,170,994/28,384,220 (32.3%) +Types: dict:9,170,994 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 1,939,492/28,384,220 (6.8%) +Types: dict:1,110,386, NoneType:829,106 +Null/Empty: null:829,106 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 1,586,049/28,384,220 (5.6%) +Types: dict:880,433, NoneType:705,616 +Null/Empty: null:705,616 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 1,586,049/28,384,220 (5.6%) +Types: bool:1,586,049 +Booleans: true:1,586,049 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,214,450/28,384,220 (4.3%) +Types: str:1,214,450 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_ovi7m0': 25 (0.0%) + 't3_oda5op': 24 (0.0%) + 't3_ovi23r': 24 (0.0%) + 't3_ovifdb': 17 (0.0%) + 't3_oviftc': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,214,450/28,384,220 (4.3%) +Types: list:1,214,450 +Null/Empty: empty_arr:254,895 + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 164,883/28,384,220 (0.6%) +Types: dict:113,462, NoneType:51,421 +Null/Empty: null:51,421 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 103,914/28,384,220 (0.4%) +Types: bool:103,914 +Booleans: true:103,914 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 29,758/28,384,220 (0.1%) +Types: NoneType:29,758 +Null/Empty: null:29,758 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 29,758/28,384,220 (0.1%) +Types: NoneType:29,758 +Null/Empty: null:29,758 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 29,758/28,384,220 (0.1%) +Types: NoneType:29,758 +Null/Empty: null:29,758 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 29,758/28,384,220 (0.1%) +Types: str:29,593, NoneType:165 +Null/Empty: null:165 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6eulgfmw': 144 (0.5%) + 't2_d5gissod': 115 (0.4%) + 't2_d7ijdabd': 108 (0.4%) + 't2_4bw34yxz': 99 (0.3%) + 't2_6jhl4yqj': 82 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 29,758/28,384,220 (0.1%) +Types: str:21,766, NoneType:7,992 +Null/Empty: null:7,992, empty_str:3 +String length avg: 23.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'play.google.com': 167 (0.8%) + 'WEBTOONS.COM': 144 (0.7%) + 'apps.apple.com': 134 (0.6%) + 'crowfall.com': 115 (0.5%) + 'HBOMAX.COM': 93 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 29,758/28,384,220 (0.1%) +Types: NoneType:29,723, str:35 +Null/Empty: null:29,723 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 33 (94.3%) + 'iframe': 2 (5.7%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 29,758/28,384,220 (0.1%) +Types: NoneType:29,723, str:35 +Null/Empty: null:29,723 +String length avg: 68.6 +Unique strings tracked: 20 +Top 5 string values: + 'https://www.youtube.com/watch?v=5yx6BWlEVcY': 4 (11.4%) + 'https://www.youtube.com/watch?v=a3ilF7oyhAg': 4 (11.4%) + 'https://www.youtube.com/watch?v=XhD2qsswPJY': 4 (11.4%) + 'https://www.youtube.com/embed/5yx6BWlEVcY': 3 (8.6%) + 'https://www.youtube.com/watch?v=SR7BA3xEmDo': 2 (5.7%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 29,758/28,384,220 (0.1%) +Types: list:29,758 +Null/Empty: empty_arr:29,758 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 29,758/28,384,220 (0.1%) +Types: list:29,758 +Null/Empty: empty_arr:29,758 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 29,758/28,384,220 (0.1%) +Types: str:29,758 +String length avg: 118.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://apps.apple.com/us/app/id1413721906': 71 (0.2%) + 'https://play.google.com/store/apps/details?id=com....': 28 (0.1%) + 'https://ad.doubleclick.net/ddm/trackclk/N3340.3993...': 13 (0.0%) + 'https://ball-street.io/draftnight/': 13 (0.0%) + 'https://apps.apple.com/app/capital-com-trading-fin...': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 29,758/28,384,220 (0.1%) +Types: NoneType:29,758 +Null/Empty: null:29,758 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 29,758/28,384,220 (0.1%) +Types: NoneType:29,758 +Null/Empty: null:29,758 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 29,758/28,384,220 (0.1%) +Types: bool:29,758 +Booleans: true:0 (0.0%), false:29,758 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 29,758/28,384,220 (0.1%) +Types: bool:29,758 +Booleans: true:0 (0.0%), false:29,758 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 29,758/28,384,220 (0.1%) +Types: str:29,758 +Null/Empty: empty_str:12,123 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/k5CHXV6nnEa_...': 50 (0.3%) + 'https://reddit-image.s3.amazonaws.com/286T1ZDyvLAs...': 49 (0.3%) + 'https://reddit-image.s3.amazonaws.com/el2ioZtlZ9cw...': 14 (0.1%) + 'https://reddit-image.s3.amazonaws.com/YRNRBnjwJ9Je...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/YKVYiLCD8I0B...': 11 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 29,758/28,384,220 (0.1%) +Types: NoneType:29,758 +Null/Empty: null:29,758 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 29,758/28,384,220 (0.1%) +Types: dict:29,758 +Null/Empty: empty_obj:29,758 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 29,758/28,384,220 (0.1%) +Types: NoneType:29,758 +Null/Empty: null:29,758 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 29,758/28,384,220 (0.1%) +Types: NoneType:29,758 +Null/Empty: null:29,758 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 29,758/28,384,220 (0.1%) +Types: bool:29,758 +Booleans: true:0 (0.0%), false:29,758 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 29,758/28,384,220 (0.1%) +Types: NoneType:29,758 +Null/Empty: null:29,758 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 29,758/28,384,220 (0.1%) +Types: NoneType:29,758 +Null/Empty: null:29,758 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 29,758/28,384,220 (0.1%) +Types: NoneType:29,758 +Null/Empty: null:29,758 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 29,758/28,384,220 (0.1%) +Types: bool:29,758 +Booleans: true:29,758 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 29,758/28,384,220 (0.1%) +Types: NoneType:29,758 +Null/Empty: null:29,758 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 29,758/28,384,220 (0.1%) +Types: list:29,758 +Null/Empty: empty_arr:29,758 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 29,758/28,384,220 (0.1%) +Types: NoneType:29,758 +Null/Empty: null:29,758 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 29,758/28,384,220 (0.1%) +Types: NoneType:29,758 +Null/Empty: null:29,758 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 27,926/28,384,220 (0.1%) +Types: str:27,926 +Null/Empty: empty_str:1,741 +String length avg: 8.7 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 9,156 (35.0%) + 'Shop Now': 4,146 (15.8%) + 'Sign Up': 3,723 (14.2%) + 'Download': 3,252 (12.4%) + 'View More': 1,318 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 27,252/28,384,220 (0.1%) +Types: dict:27,252 + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 8,527/28,384,220 (0.0%) +Types: list:8,527 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,566/28,384,220 (0.0%) +Types: float:1,566 +Numeric values: 1,566 total +Numeric range: min:1,627,794,000.0, max:32,506,599,600.0, avg:1651506449.9 +Numeric std dev: 782450834.9 +Unique numbers tracked: 979 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,566/28,384,220 (0.0%) +Types: bool:1,566 +Booleans: true:0 (0.0%), false:1,566 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,566/28,384,220 (0.0%) +Types: float:1,566 +Numeric values: 1,566 total +Numeric range: min:1,627,779,600.0, max:32,506,585,200.0, avg:1651444502.9 +Numeric std dev: 782452166.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: live_audio Occurrence: 39/28,384,220 (0.0%) +Types: dict:39 + +──────────────────────────────────────────────────────────── +FIELD: tournament_data Occurrence: 18/28,384,220 (0.0%) +Types: dict:18 + +================================================================================ + +================================================================================ +FILE: RS_2021-09.jsonl +Analysis Time: 2026-01-15 18:18:09 +================================================================================ +Processed lines: 27,316,260 +Total unique fields: 136 +Max unique values tracked per field: 1,000 +Sample size: 27,316,260 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 27,316,260/27,316,260 (100.0%) +Types: list:27,316,260 +Null/Empty: empty_arr:26,155,110 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:27,316,260 +Booleans: true:1,038,532 (3.8%), false:26,277,728 (96.2%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:27,316,260 +Booleans: true:6,017,892 (22.0%), false:21,298,368 (78.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 27,316,260/27,316,260 (100.0%) +Types: str:27,316,260 +String length avg: 11.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 498 (0.0%) + 'AutoModerator': 82 (0.0%) + 'PlayboyOnReddit': 44 (0.0%) + 'AutoNewsAdmin': 21 (0.0%) + 'introsort': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 27,316,260/27,316,260 (100.0%) +Types: int:18,996,365, NoneType:8,319,895 +Null/Empty: null:8,319,895 +Numeric values: 18,996,365 total +Numeric range: min:1,118,030,400, max:1,633,046,282, avg:1567671780.0 +Numeric std dev: 77230988.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 27,316,260/27,316,260 (100.0%) +Types: NoneType:17,172,154, str:10,144,106 +Null/Empty: null:17,172,154, empty_str:8,805,866 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 4,024 (0.3%) + '#dadada': 1,140 (0.1%) + '#d3d6da': 674 (0.1%) + '#edeff1': 615 (0.0%) + '#ea0027': 471 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 27,316,260/27,316,260 (100.0%) +Types: NoneType:26,282,508, str:1,033,752 +Null/Empty: null:26,282,508, empty_str:115,620 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'team-harmony': 52 (0.0%) + 'green': 47 (0.0%) + 'default': 35 (0.0%) + 'defaultclass': 20 (0.0%) + 'additional': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 27,316,260/27,316,260 (100.0%) +Types: NoneType:25,498,342, str:1,817,918 +Null/Empty: null:25,498,342 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 20 (0.0%) + 'ff5e2e40-99bb-11eb-b3ea-0ebb9409a197': 15 (0.0%) + '91bccb18-7ffc-11eb-9f54-0ef8c768d861': 12 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 11 (0.0%) + '4d48f1aa-6c35-11e9-81f1-0acf30770a48': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 27,316,260/27,316,260 (100.0%) +Types: NoneType:25,035,939, str:2,280,321 +Null/Empty: null:25,035,939, empty_str:144,881 +String length avg: 17.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'FC: <unknown> Trainer name: <unknown>': 14 (0.0%) + 'Verified': 13 (0.0%) + 'Unverified': 10 (0.0%) + 'UNVERIFIED': 9 (0.0%) + 'Mihari's Biggest Fan!': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 27,316,260/27,316,260 (100.0%) +Types: NoneType:16,691,856, str:10,624,404 +Null/Empty: null:16,691,856, empty_str:40,057 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 10,137,240 (95.8%) + 'light': 447,107 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 27,316,260/27,316,260 (100.0%) +Types: list:27,316,260 +Null/Empty: empty_arr:27,316,260 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 27,316,260/27,316,260 (100.0%) +Types: NoneType:27,316,260 +Null/Empty: null:27,316,260 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:27,316,260 +Booleans: true:18,988,765 (69.5%), false:8,327,495 (30.5%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:27,316,260 +Booleans: true:0 (0.0%), false:27,316,260 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 27,316,260/27,316,260 (100.0%) +Types: NoneType:27,313,843, str:2,417 +Null/Empty: null:27,313,843, empty_str:2,052 +String length avg: 14.7 +Unique strings tracked: 12 +Top 5 string values: + 'drawing_and_painting': 186 (51.0%) + 'gaming': 42 (11.5%) + 'photography': 39 (10.7%) + 'entertainment': 31 (8.5%) + 'animals': 30 (8.2%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 27,316,260/27,316,260 (100.0%) +Types: NoneType:27,104,710, list:211,550 +Null/Empty: null:27,104,710 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:27,316,260 +Booleans: true:16,034 (0.1%), false:27,300,226 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 27,316,260/27,316,260 (100.0%) +Types: int:27,316,260 +Numeric values: 27,316,260 total +Numeric range: min:1,630,454,400, max:1,633,046,399, avg:1631756497.8 +Numeric std dev: 750500.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 27,316,260/27,316,260 (100.0%) +Types: NoneType:27,166,768, str:149,492 +Null/Empty: null:27,166,768 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 149,492 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 27,316,260/27,316,260 (100.0%) +Types: NoneType:27,281,377, str:34,883 +Null/Empty: null:27,281,377 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 34,843 (99.9%) + 'admin': 40 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 27,316,260/27,316,260 (100.0%) +Types: str:27,316,260 +Null/Empty: empty_str:56 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 631 (0.0%) + 'reddit.com': 199 (0.0%) + 'i.imgur.com': 128 (0.0%) + 'redgifs.com': 92 (0.0%) + 'v.redd.it': 83 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:26,806,200, float:510,060 +Booleans: true:0 (0.0%), false:26,806,200 (100.0%) +Numeric values: 510,060 total +Numeric range: min:1,630,454,657.0, max:1,656,161,766.0, avg:1632056035.5 +Numeric std dev: 2161408.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 27,316,260/27,316,260 (100.0%) +Types: int:27,316,260 +Numeric values: 27,316,260 total +Numeric range: min:0, max:179, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 28 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 27,316,260/27,316,260 (100.0%) +Types: dict:27,316,260 +Null/Empty: empty_obj:26,865,455 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:27,316,260 +Booleans: true:0 (0.0%), false:27,316,260 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:27,316,260 +Booleans: true:16,035 (0.1%), false:27,300,225 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 27,316,260/27,316,260 (100.0%) +Types: str:27,316,260 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pffh21': 1 (0.0%) + 'pfi1ps': 1 (0.0%) + 'pfi1pt': 1 (0.0%) + 'pfi1pu': 1 (0.0%) + 'pfi1pv': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:27,316,260 +Booleans: true:35,618 (0.1%), false:27,280,642 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:27,316,260 +Booleans: true:14,787,377 (54.1%), false:12,528,883 (45.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:27,316,260 +Booleans: true:166 (0.0%), false:27,316,094 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:27,316,260 +Booleans: true:133,550 (0.5%), false:27,182,710 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:27,316,260 +Booleans: true:6,974,235 (25.5%), false:20,342,025 (74.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:27,316,260 +Booleans: true:14,843,181 (54.3%), false:12,473,079 (45.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:27,316,260 +Booleans: true:13,063,557 (47.8%), false:14,252,703 (52.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:27,316,260 +Booleans: true:694,040 (2.5%), false:26,622,220 (97.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 27,316,260/27,316,260 (100.0%) +Types: str:27,274,915, NoneType:41,345 +Null/Empty: null:41,345, empty_str:21,299,931 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 471 (0.0%) + '#0079d3': 369 (0.0%) + '#ea0027': 357 (0.0%) + '#ffd635': 291 (0.0%) + '#ff4500': 231 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 27,316,260/27,316,260 (100.0%) +Types: NoneType:19,529,539, str:7,786,721 +Null/Empty: null:19,529,539, empty_str:4,426,279 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 157 (0.0%) + 'question': 145 (0.0%) + 'blue': 49 (0.0%) + 'green': 42 (0.0%) + 'help': 41 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 27,316,260/27,316,260 (100.0%) +Types: list:27,316,260 +Null/Empty: empty_arr:22,980,076 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 27,316,260/27,316,260 (100.0%) +Types: NoneType:19,179,161, str:8,137,099 +Null/Empty: null:19,179,161, empty_str:328 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 105 (0.0%) + 'Question': 78 (0.0%) + 'Meme': 23 (0.0%) + 'News': 19 (0.0%) + 'M4F': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 27,316,260/27,316,260 (100.0%) +Types: str:27,260,630, NoneType:55,630 +Null/Empty: null:55,630 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 23,904,747 (87.7%) + 'light': 3,355,883 (12.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 27,316,260/27,316,260 (100.0%) +Types: str:27,316,260 +String length avg: 4.6 +Unique strings tracked: 2 +String values distribution: + 'text': 22,980,076 (84.1%) + 'richtext': 4,336,184 (15.9%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:27,316,260 +Booleans: true:428,540 (1.6%), false:26,887,720 (98.4%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 27,316,260/27,316,260 (100.0%) +Types: NoneType:24,356,374, dict:2,959,886 +Null/Empty: null:24,356,374 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 27,316,260/27,316,260 (100.0%) +Types: dict:27,316,260 +Null/Empty: empty_obj:25,049,220 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:27,316,260 +Booleans: true:451 (0.0%), false:27,315,809 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 27,316,260/27,316,260 (100.0%) +Types: str:27,316,260 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_pffh21': 1 (0.0%) + 't3_pfi1ps': 1 (0.0%) + 't3_pfi1pt': 1 (0.0%) + 't3_pfi1pu': 1 (0.0%) + 't3_pfi1pv': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:27,316,260 +Booleans: true:12,868,917 (47.1%), false:14,447,343 (52.9%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 27,316,260/27,316,260 (100.0%) +Types: int:27,316,260 +Numeric values: 27,316,260 total +Numeric range: min:0, max:100,064, avg:7.6 +Numeric std dev: 94.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 27,316,260/27,316,260 (100.0%) +Types: int:27,316,260 +Numeric values: 27,316,260 total +Numeric range: min:0, max:2,269, avg:0.0 +Numeric std dev: 0.9 +Unique numbers tracked: 217 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:27,316,260 +Booleans: true:8,308,217 (30.4%), false:19,008,043 (69.6%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 27,316,260/27,316,260 (100.0%) +Types: str:20,317,285, NoneType:6,998,975 +Null/Empty: null:6,998,975 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 11,388,930 (56.1%) + 'no_ads': 7,610,415 (37.5%) + 'some_ads': 1,317,605 (6.5%) + 'house_only': 255 (0.0%) + 'promo_adult_nsfw': 63 (0.0%) + 'promo_all': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 27,316,260/27,316,260 (100.0%) +Types: str:27,316,260 +String length avg: 62.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/starsinthehouse/comments/pffh21/fosse_reunion_w...': 1 (0.0%) + '/r/uvic/comments/pfi1ps/is_there_a_huge_difficulty...': 1 (0.0%) + '/r/r4r/comments/pfi1pt/34_m4fcaliforniaonline_jour...': 1 (0.0%) + '/r/every15min/comments/pfi1pu/currently_its_august...': 1 (0.0%) + '/r/CheggAnswers/comments/pfi1pv/pls_help_thanks/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:27,316,260 +Booleans: true:0 (0.0%), false:27,316,260 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 27,316,260/27,316,260 (100.0%) +Types: int:20,317,285, NoneType:6,998,975 +Null/Empty: null:6,998,975 +Numeric values: 20,317,285 total +Numeric range: min:0, max:7, avg:3.8 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 11,388,930 (56.1%) + 0: 7,610,415 (37.5%) + 7: 1,317,605 (6.5%) + 1: 255 (0.0%) + 3: 63 (0.0%) + 5: 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:27,316,260 +Booleans: true:11,688 (0.0%), false:27,304,572 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 27,316,260/27,316,260 (100.0%) +Types: NoneType:27,316,260 +Null/Empty: null:27,316,260 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 27,316,260/27,316,260 (100.0%) +Types: NoneType:20,002,864, str:7,313,396 +Null/Empty: null:20,002,864 +String length avg: 7.5 +Unique strings tracked: 9 +String values distribution: + 'moderator': 2,529,484 (34.6%) + 'reddit': 2,385,712 (32.6%) + 'deleted': 2,275,734 (31.1%) + 'automod_filtered': 87,145 (1.2%) + 'author': 18,094 (0.2%) + 'copyright_takedown': 13,995 (0.2%) + 'content_takedown': 3,076 (0.0%) + 'anti_evil_ops': 91 (0.0%) + 'community_ops': 65 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 27,316,260/27,316,260 (100.0%) +Types: int:27,316,260 +Numeric values: 27,316,260 total +Numeric range: min:1,656,138,153, max:1,656,195,294, avg:1656152924.9 +Numeric std dev: 7888.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 27,316,260/27,316,260 (100.0%) +Types: int:27,316,260 +Numeric values: 27,316,260 total +Numeric range: min:1,656,138,153, max:1,656,195,294, avg:1656152924.9 +Numeric std dev: 7888.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 27,316,260/27,316,260 (100.0%) +Types: int:27,316,260 +Numeric values: 27,316,260 total +Numeric range: min:0, max:191,391, avg:67.7 +Numeric std dev: 886.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 27,316,260/27,316,260 (100.0%) +Types: NoneType:24,356,374, dict:2,959,886 +Null/Empty: null:24,356,374 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 27,316,260/27,316,260 (100.0%) +Types: dict:27,316,260 +Null/Empty: empty_obj:25,049,220 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 27,316,260/27,316,260 (100.0%) +Types: str:27,316,260 +Null/Empty: empty_str:13,506,949 +String length avg: 249.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 816 (0.0%) + '[removed]': 754 (0.0%) + 'Use this thread to ask anything at all!': 3 (0.0%) + 'Must be clean, vaccinated, and ddf. Can't host and...': 3 (0.0%) + 'I just went to create an Expanded Text ad but was ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:27,316,260 +Booleans: true:25,149,379 (92.1%), false:2,166,881 (7.9%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:27,316,260 +Booleans: true:213,457 (0.8%), false:27,102,803 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 27,316,260/27,316,260 (100.0%) +Types: bool:27,316,260 +Booleans: true:64,662 (0.2%), false:27,251,598 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 27,316,260/27,316,260 (100.0%) +Types: str:27,316,260 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PlayboyOnReddit': 29 (0.0%) + 'CryptoCurrencyClassic': 13 (0.0%) + 'AskReddit': 12 (0.0%) + 'BANGKOKPOSTauto': 10 (0.0%) + 'u_khicongnghiepsig': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 27,316,260/27,316,260 (100.0%) +Types: str:27,316,260 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2hvo1t': 29 (0.0%) + 't5_2g94rz': 13 (0.0%) + 't5_2qh1i': 12 (0.0%) + 't5_3hk5x': 10 (0.0%) + 't5_47wsd0': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 27,316,260/27,316,260 (100.0%) +Types: str:27,316,260 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/PlayboyOnReddit': 29 (0.0%) + 'r/CryptoCurrencyClassic': 13 (0.0%) + 'r/AskReddit': 12 (0.0%) + 'r/BANGKOKPOSTauto': 10 (0.0%) + 'u/khicongnghiepsig': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 27,316,260/27,316,260 (100.0%) +Types: int:27,316,260 +Numeric values: 27,316,260 total +Numeric range: min:-688, max:160,594,926, avg:1396008.2 +Numeric std dev: 5264668.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 27,316,260/27,316,260 (100.0%) +Types: str:27,316,260 +String length avg: 6.2 +Unique strings tracked: 4 +String values distribution: + 'public': 23,983,254 (87.8%) + 'restricted': 1,810,266 (6.6%) + 'user': 1,522,586 (5.6%) + 'archived': 154 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 27,316,260/27,316,260 (100.0%) +Types: NoneType:21,320,684, str:5,995,576 +Null/Empty: null:21,320,684 +String length avg: 4.4 +Unique strings tracked: 8 +String values distribution: + 'new': 1,811,217 (30.2%) + 'qa': 1,541,124 (25.7%) + 'confidence': 1,437,564 (24.0%) + 'top': 918,520 (15.3%) + 'old': 251,542 (4.2%) + 'live': 20,896 (0.3%) + 'controversial': 11,836 (0.2%) + 'random': 2,877 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 27,316,260/27,316,260 (100.0%) +Types: str:27,316,260 +Null/Empty: empty_str:7,964 +String length avg: 22.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,999 (0.0%) + 'self': 923 (0.0%) + 'nsfw': 735 (0.0%) + 'spoiler': 28 (0.0%) + 'image': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 27,316,260/27,316,260 (100.0%) +Types: str:27,316,260 +String length avg: 48.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted by user]': 56 (0.0%) + 'It’s not cheating if she saved your ass by getting...': 6 (0.0%) + 'HER FULL COLLECTION IN COMMENTS🔥🔥🔥': 4 (0.0%) + 'Ask Anything Thread': 4 (0.0%) + 'Would make my day if you enjoy it 🥰': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 27,316,260/27,316,260 (100.0%) +Types: NoneType:27,314,844, str:1,416 +Null/Empty: null:27,314,844 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 1,416 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 27,316,260/27,316,260 (100.0%) +Types: int:27,316,260 +Numeric values: 27,316,260 total +Numeric range: min:0, max:7,847, avg:0.1 +Numeric std dev: 3.4 +Unique numbers tracked: 520 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 27,316,260/27,316,260 (100.0%) +Types: list:27,316,260 +Null/Empty: empty_arr:27,316,055 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 27,316,260/27,316,260 (100.0%) +Types: float:27,316,260 +Numeric values: 27,316,260 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 27,316,260/27,316,260 (100.0%) +Types: str:27,316,260 +String length avg: 63.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/discretebusygerenuk': 6 (0.0%) + 'https://redgifs.com/watch/studiousprofitabledogwoo...': 4 (0.0%) + 'https://redgifs.com/watch/voluminousfoolishdeinony...': 3 (0.0%) + 'https://i.imgur.com/6LkmBAL.gifv': 3 (0.0%) + 'https://redgifs.com/watch/willingedibletigerbeetle': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 27,316,260/27,316,260 (100.0%) +Types: NoneType:27,316,260 +Null/Empty: null:27,316,260 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 27,316,260/27,316,260 (100.0%) +Types: str:20,317,284, NoneType:6,998,976 +Null/Empty: null:6,998,976 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 11,302,046 (55.6%) + 'no_ads': 7,610,414 (37.5%) + 'some_ads': 1,294,070 (6.4%) + 'promo_adult_nsfw': 110,482 (0.5%) + 'house_only': 255 (0.0%) + 'promo_all': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 27,316,260/27,316,260 (100.0%) +Types: int:20,317,284, NoneType:6,998,976 +Null/Empty: null:6,998,976 +Numeric values: 20,317,284 total +Numeric range: min:0, max:7, avg:3.8 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 11,302,046 (55.6%) + 0: 7,610,414 (37.5%) + 7: 1,294,070 (6.4%) + 3: 110,482 (0.5%) + 1: 255 (0.0%) + 5: 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 27,308,296/27,316,260 (100.0%) +Types: int:16,671,967, NoneType:10,636,329 +Null/Empty: null:10,636,329 +Numeric values: 16,671,967 total +Numeric range: min:0, max:140, avg:95.7 +Numeric std dev: 51.0 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 27,308,296/27,316,260 (100.0%) +Types: int:16,671,967, NoneType:10,636,329 +Null/Empty: null:10,636,329 +Numeric values: 16,671,967 total +Numeric range: min:0, max:140, avg:115.2 +Numeric std dev: 53.3 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 18,996,365/27,316,260 (69.5%) +Types: list:18,996,365 +Null/Empty: empty_arr:17,629,450 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 18,996,365/27,316,260 (69.5%) +Types: str:18,996,365 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 17,629,450 (92.8%) + 'richtext': 1,366,915 (7.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 18,996,365/27,316,260 (69.5%) +Types: str:18,996,365 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 82 (0.0%) + 't2_5yrm9qlt': 44 (0.0%) + 't2_12elra': 21 (0.0%) + 't2_985kxbt1': 17 (0.0%) + 't2_bcevk': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 18,996,365/27,316,260 (69.5%) +Types: bool:18,996,365 +Booleans: true:0 (0.0%), false:18,996,365 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 18,996,365/27,316,260 (69.5%) +Types: bool:18,996,365 +Booleans: true:571,680 (3.0%), false:18,424,685 (97.0%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 14,252,703/27,316,260 (52.2%) +Types: str:14,252,703 +String length avg: 47.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/discretebusygerenuk': 9 (0.0%) + 'https://kepowin.com/viral-siswa-daftar-snmptn-paka...': 6 (0.0%) + 'https://redgifs.com/watch/willingedibletigerbeetle': 5 (0.0%) + 'https://www.redgifs.com/watch/peacefulgiantpike': 4 (0.0%) + 'https://i.imgur.com/6LkmBAL.gifv': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 9,052,101/27,316,260 (33.1%) +Types: str:9,052,101 +String length avg: 5.8 +Unique strings tracked: 7 +String values distribution: + 'image': 4,652,287 (51.4%) + 'link': 1,924,699 (21.3%) + 'rich:video': 1,223,023 (13.5%) + 'self': 716,599 (7.9%) + 'hosted:video': 516,773 (5.7%) + 'gallery': 18,608 (0.2%) + 'video': 112 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 9,052,101/27,316,260 (33.1%) +Types: dict:9,052,101 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 7,444,713/27,316,260 (27.3%) +Types: str:7,444,713 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '43bcd5fc-0ab7-11ec-9a06-f654121a3444': 9 (0.0%) + '86e87e96-ce66-11ea-b671-0eb29aef81b9': 8 (0.0%) + 'b9a5b40c-084e-11ec-8836-76acbdd6734a': 6 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 6 (0.0%) + '6b01166e-6435-11e2-a77a-12313d051e91': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 1,545,001/27,316,260 (5.7%) +Types: dict:1,078,798, NoneType:466,203 +Null/Empty: null:466,203 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,231,751/27,316,260 (4.5%) +Types: str:1,231,751 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_pfh2jn': 25 (0.0%) + 't3_pfikp4': 25 (0.0%) + 't3_pe6r6t': 25 (0.0%) + 't3_pfhw6i': 24 (0.0%) + 't3_pfhlr1': 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,231,751/27,316,260 (4.5%) +Types: list:1,231,751 +Null/Empty: empty_arr:358,875 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 1,223,372/27,316,260 (4.5%) +Types: dict:848,933, NoneType:374,439 +Null/Empty: null:374,439 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 1,223,372/27,316,260 (4.5%) +Types: bool:1,223,372 +Booleans: true:1,223,372 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 145,415/27,316,260 (0.5%) +Types: bool:145,415 +Booleans: true:145,415 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 141,556/27,316,260 (0.5%) +Types: dict:113,171, NoneType:28,385 +Null/Empty: null:28,385 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 35,618/27,316,260 (0.1%) +Types: NoneType:35,618 +Null/Empty: null:35,618 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 35,618/27,316,260 (0.1%) +Types: NoneType:35,618 +Null/Empty: null:35,618 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 35,618/27,316,260 (0.1%) +Types: NoneType:35,618 +Null/Empty: null:35,618 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 35,618/27,316,260 (0.1%) +Types: str:35,456, NoneType:162 +Null/Empty: null:162 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_919zho3h': 1,858 (5.2%) + 't2_5eqx07g': 213 (0.6%) + 't2_d7ijdabd': 94 (0.3%) + 't2_6jhl4yqj': 81 (0.2%) + 't2_12pg61': 59 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 35,618/27,316,260 (0.1%) +Types: str:26,941, NoneType:8,677 +Null/Empty: null:8,677, empty_str:6 +String length avg: 20.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'console.dev': 2,182 (8.1%) + 'oculus.com/quest-2': 213 (0.8%) + 'HBOMAX.COM': 136 (0.5%) + 'apps.apple.com': 127 (0.5%) + 'play.google.com': 97 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 35,618/27,316,260 (0.1%) +Types: NoneType:35,567, str:51 +Null/Empty: null:35,567 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 45 (88.2%) + 'iframe': 6 (11.8%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 35,618/27,316,260 (0.1%) +Types: NoneType:35,567, str:51 +Null/Empty: null:35,567 +String length avg: 49.6 +Unique strings tracked: 16 +Top 5 string values: + 'https://www.youtube.com/watch?v=EvGOlAkLSLw': 21 (41.2%) + 'https://www.youtube.com/watch?v=21X5lGlDOfg': 7 (13.7%) + 'https://www.youtube.com/embed/5yx6BWlEVcY': 5 (9.8%) + 'https://bitdash-a.akamaihd.net/content/sintel/hls/...': 4 (7.8%) + 'http://ting4.com': 2 (3.9%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 35,618/27,316,260 (0.1%) +Types: list:35,618 +Null/Empty: empty_arr:35,618 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 35,618/27,316,260 (0.1%) +Types: list:35,618 +Null/Empty: empty_arr:35,618 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 35,618/27,316,260 (0.1%) +Types: str:35,618 +String length avg: 117.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://theartofshaving.com/': 30 (0.1%) + 'https://play.google.com/store/apps/details?id=com....': 30 (0.1%) + 'https://www.discover.com/student-loans/calculators...': 28 (0.1%) + 'https://www.bottomless.com/main/index.html': 28 (0.1%) + 'https://www.thighstop.com/': 25 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 35,618/27,316,260 (0.1%) +Types: NoneType:35,618 +Null/Empty: null:35,618 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 35,618/27,316,260 (0.1%) +Types: NoneType:35,618 +Null/Empty: null:35,618 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 35,618/27,316,260 (0.1%) +Types: bool:35,618 +Booleans: true:0 (0.0%), false:35,618 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 35,618/27,316,260 (0.1%) +Types: bool:35,618 +Booleans: true:0 (0.0%), false:35,618 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 35,618/27,316,260 (0.1%) +Types: str:35,618 +Null/Empty: empty_str:12,630 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/A2G4cL6LjaKE...': 464 (2.0%) + 'https://reddit-image.s3.amazonaws.com/BvLWIr1zqWZj...': 463 (2.0%) + 'https://reddit-image.s3.amazonaws.com/Dg3R7LuFRlC4...': 462 (2.0%) + 'https://reddit-image.s3.amazonaws.com/h6m4wAEicuiM...': 461 (2.0%) + 'https://reddit-image.s3.amazonaws.com/PkFaEpmHHoy-...': 20 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 35,618/27,316,260 (0.1%) +Types: NoneType:35,618 +Null/Empty: null:35,618 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 35,618/27,316,260 (0.1%) +Types: dict:35,618 +Null/Empty: empty_obj:35,618 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 35,618/27,316,260 (0.1%) +Types: NoneType:35,618 +Null/Empty: null:35,618 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 35,618/27,316,260 (0.1%) +Types: NoneType:35,618 +Null/Empty: null:35,618 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 35,618/27,316,260 (0.1%) +Types: bool:35,618 +Booleans: true:0 (0.0%), false:35,618 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 35,618/27,316,260 (0.1%) +Types: NoneType:35,618 +Null/Empty: null:35,618 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 35,618/27,316,260 (0.1%) +Types: NoneType:35,618 +Null/Empty: null:35,618 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 35,618/27,316,260 (0.1%) +Types: NoneType:35,618 +Null/Empty: null:35,618 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 35,618/27,316,260 (0.1%) +Types: bool:35,618 +Booleans: true:35,618 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 35,618/27,316,260 (0.1%) +Types: NoneType:35,618 +Null/Empty: null:35,618 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 35,618/27,316,260 (0.1%) +Types: list:35,618 +Null/Empty: empty_arr:35,618 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 35,618/27,316,260 (0.1%) +Types: NoneType:35,618 +Null/Empty: null:35,618 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 35,618/27,316,260 (0.1%) +Types: NoneType:35,618 +Null/Empty: null:35,618 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 32,616/27,316,260 (0.1%) +Types: str:32,616 +Null/Empty: empty_str:1,999 +String length avg: 8.5 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 10,352 (33.8%) + 'Sign Up': 9,183 (30.0%) + 'Shop Now': 3,835 (12.5%) + 'Download': 2,276 (7.4%) + 'View More': 1,224 (4.0%) + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 18,394/27,316,260 (0.1%) +Types: dict:18,394 + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 8,824/27,316,260 (0.0%) +Types: list:8,824 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,538/27,316,260 (0.0%) +Types: float:1,538 +Numeric values: 1,538 total +Numeric range: min:1,630,468,800.0, max:1,820,556,000.0, avg:1632357408.5 +Numeric std dev: 5218346.8 +Unique numbers tracked: 974 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,538/27,316,260 (0.0%) +Types: bool:1,538 +Booleans: true:0 (0.0%), false:1,538 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,538/27,316,260 (0.0%) +Types: float:1,538 +Numeric values: 1,538 total +Numeric range: min:1,630,454,400.0, max:1,820,541,600.0, avg:1632294632.0 +Numeric std dev: 5220073.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: live_audio Occurrence: 50/27,316,260 (0.0%) +Types: dict:50 + +──────────────────────────────────────────────────────────── +FIELD: tournament_data Occurrence: 16/27,316,260 (0.0%) +Types: dict:16 + +================================================================================ + +================================================================================ +FILE: RS_2021-10.jsonl +Analysis Time: 2026-01-16 06:57:11 +================================================================================ +Processed lines: 28,567,813 +Total unique fields: 136 +Max unique values tracked per field: 1,000 +Sample size: 28,567,813 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 28,567,813/28,567,813 (100.0%) +Types: list:28,567,813 +Null/Empty: empty_arr:27,375,461 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,567,813 +Booleans: true:1,034,447 (3.6%), false:27,533,366 (96.4%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,567,813 +Booleans: true:6,216,097 (21.8%), false:22,351,716 (78.2%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 28,567,813/28,567,813 (100.0%) +Types: str:28,567,813 +String length avg: 11.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 478 (0.0%) + 'AutoModerator': 65 (0.0%) + 'PlayboyOnReddit': 47 (0.0%) + 'AutoNewspaperAdmin': 23 (0.0%) + 'prawnbiryani': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 28,567,813/28,567,813 (100.0%) +Types: int:19,970,804, NoneType:8,597,009 +Null/Empty: null:8,597,009 +Numeric values: 19,970,804 total +Numeric range: min:1,120,363,200, max:1,635,724,757, avg:1571234023.7 +Numeric std dev: 76447966.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 28,567,813/28,567,813 (100.0%) +Types: NoneType:18,104,715, str:10,463,098 +Null/Empty: null:18,104,715, empty_str:9,096,779 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 4,351 (0.3%) + '#dadada': 1,252 (0.1%) + '#edeff1': 792 (0.1%) + '#ea0027': 630 (0.0%) + '#d3d6da': 604 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 28,567,813/28,567,813 (100.0%) +Types: NoneType:27,508,466, str:1,059,347 +Null/Empty: null:27,508,466, empty_str:120,036 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'green': 33 (0.0%) + 'team-harmony': 29 (0.0%) + 'default': 26 (0.0%) + 'additional': 22 (0.0%) + 'ver': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 28,567,813/28,567,813 (100.0%) +Types: NoneType:26,708,896, str:1,858,917 +Null/Empty: null:26,708,896 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '5118afd4-dbdc-11e9-8e22-0e2f46c733de': 15 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 11 (0.0%) + '2d241450-741b-11eb-973b-0e14030b333b': 9 (0.0%) + '41d584cc-2c91-11ec-8e53-da7919bf417e': 7 (0.0%) + 'c2fbfa7c-5ded-11eb-9f41-0e7ae22bb899': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 28,567,813/28,567,813 (100.0%) +Types: NoneType:26,232,919, str:2,334,894 +Null/Empty: null:26,232,919, empty_str:148,544 +String length avg: 17.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + ':bronze:': 14 (0.0%) + 'Verified': 12 (0.0%) + 'FC: <unknown> Trainer name: <unknown>': 10 (0.0%) + '​': 8 (0.0%) + 'Unverified': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 28,567,813/28,567,813 (100.0%) +Types: NoneType:17,611,885, str:10,955,928 +Null/Empty: null:17,611,885, empty_str:41,125 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 10,458,832 (95.8%) + 'light': 455,971 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 28,567,813/28,567,813 (100.0%) +Types: list:28,567,813 +Null/Empty: empty_arr:28,567,813 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 28,567,813/28,567,813 (100.0%) +Types: NoneType:28,567,813 +Null/Empty: null:28,567,813 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,567,813 +Booleans: true:19,963,055 (69.9%), false:8,604,758 (30.1%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,567,813 +Booleans: true:0 (0.0%), false:28,567,813 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 28,567,813/28,567,813 (100.0%) +Types: NoneType:28,564,949, str:2,864 +Null/Empty: null:28,564,949, empty_str:2,521 +String length avg: 13.6 +Unique strings tracked: 11 +Top 5 string values: + 'drawing_and_painting': 144 (42.0%) + 'photography': 50 (14.6%) + 'animals': 40 (11.7%) + 'gaming': 38 (11.1%) + 'entertainment': 34 (9.9%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 28,567,813/28,567,813 (100.0%) +Types: NoneType:28,358,512, list:209,301 +Null/Empty: null:28,358,512 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,567,813 +Booleans: true:12,418 (0.0%), false:28,555,395 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 28,567,813/28,567,813 (100.0%) +Types: int:28,567,813 +Numeric values: 28,567,813 total +Numeric range: min:1,633,046,400, max:1,635,724,799, avg:1634397442.8 +Numeric std dev: 772036.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 28,567,813/28,567,813 (100.0%) +Types: NoneType:28,419,742, str:148,071 +Null/Empty: null:28,419,742 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 148,071 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 28,567,813/28,567,813 (100.0%) +Types: NoneType:28,530,798, str:37,015 +Null/Empty: null:28,530,798 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 36,975 (99.9%) + 'admin': 40 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 28,567,813/28,567,813 (100.0%) +Types: str:28,567,813 +Null/Empty: empty_str:13 +String length avg: 13.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 388 (0.0%) + 'i.imgur.com': 107 (0.0%) + 'reddit.com': 107 (0.0%) + 'redgifs.com': 60 (0.0%) + 'v.redd.it': 53 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,062,191, float:505,622 +Booleans: true:0 (0.0%), false:28,062,191 (100.0%) +Numeric values: 505,622 total +Numeric range: min:1,633,046,620.0, max:1,656,126,774.0, avg:1635089314.8 +Numeric std dev: 2696192.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 28,567,813/28,567,813 (100.0%) +Types: int:28,567,813 +Numeric values: 28,567,813 total +Numeric range: min:0, max:77, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 25 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 28,567,813/28,567,813 (100.0%) +Types: dict:28,567,813 +Null/Empty: empty_obj:28,113,862 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,567,813 +Booleans: true:0 (0.0%), false:28,567,813 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,567,813 +Booleans: true:14,325 (0.1%), false:28,553,488 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 28,567,813/28,567,813 (100.0%) +Types: str:28,567,813 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pn8iaq': 1 (0.0%) + 'pyjgkb': 1 (0.0%) + 'pyv9tc': 1 (0.0%) + 'pyw2xq': 1 (0.0%) + 'pyw2xr': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,567,813 +Booleans: true:42,471 (0.1%), false:28,525,342 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,567,813 +Booleans: true:15,418,310 (54.0%), false:13,149,503 (46.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,567,813 +Booleans: true:145 (0.0%), false:28,567,668 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,567,813 +Booleans: true:133,181 (0.5%), false:28,434,632 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,567,813 +Booleans: true:6,635,656 (23.2%), false:21,932,157 (76.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,567,813 +Booleans: true:15,481,934 (54.2%), false:13,085,879 (45.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,567,813 +Booleans: true:14,503,160 (50.8%), false:14,064,653 (49.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,567,813 +Booleans: true:672,420 (2.4%), false:27,895,393 (97.6%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 28,567,813/28,567,813 (100.0%) +Types: str:28,530,724, NoneType:37,089 +Null/Empty: null:37,089, empty_str:22,608,372 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 410 (0.0%) + '#ea0027': 387 (0.0%) + '#0079d3': 330 (0.0%) + '#ffd635': 253 (0.0%) + '#7193ff': 234 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 28,567,813/28,567,813 (100.0%) +Types: NoneType:20,939,484, str:7,628,329 +Null/Empty: null:20,939,484, empty_str:4,422,605 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 149 (0.0%) + 'question': 120 (0.0%) + 'blue': 52 (0.0%) + 'help': 45 (0.0%) + 'orange': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 28,567,813/28,567,813 (100.0%) +Types: list:28,567,813 +Null/Empty: empty_arr:24,357,202 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 28,567,813/28,567,813 (100.0%) +Types: NoneType:20,623,187, str:7,944,626 +Null/Empty: null:20,623,187, empty_str:283 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 96 (0.0%) + 'Question': 69 (0.0%) + 'Meme': 23 (0.0%) + 'Other': 19 (0.0%) + 'Video': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 28,567,813/28,567,813 (100.0%) +Types: str:28,515,524, NoneType:52,289 +Null/Empty: null:52,289 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 25,234,495 (88.5%) + 'light': 3,281,029 (11.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 28,567,813/28,567,813 (100.0%) +Types: str:28,567,813 +String length avg: 4.6 +Unique strings tracked: 2 +String values distribution: + 'text': 24,357,202 (85.3%) + 'richtext': 4,210,611 (14.7%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,567,813 +Booleans: true:389,837 (1.4%), false:28,177,976 (98.6%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 28,567,813/28,567,813 (100.0%) +Types: NoneType:25,533,544, dict:3,034,269 +Null/Empty: null:25,533,544 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 28,567,813/28,567,813 (100.0%) +Types: dict:28,567,813 +Null/Empty: empty_obj:26,204,949 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,567,813 +Booleans: true:621 (0.0%), false:28,567,192 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 28,567,813/28,567,813 (100.0%) +Types: str:28,567,813 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_pn8iaq': 1 (0.0%) + 't3_pyjgkb': 1 (0.0%) + 't3_pyv9tc': 1 (0.0%) + 't3_pyw2xq': 1 (0.0%) + 't3_pyw2xr': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,567,813 +Booleans: true:13,332,781 (46.7%), false:15,235,032 (53.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 28,567,813/28,567,813 (100.0%) +Types: int:28,567,813 +Numeric values: 28,567,813 total +Numeric range: min:0, max:52,894, avg:7.4 +Numeric std dev: 86.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 28,567,813/28,567,813 (100.0%) +Types: int:28,567,813 +Numeric values: 28,567,813 total +Numeric range: min:0, max:794, avg:0.0 +Numeric std dev: 0.8 +Unique numbers tracked: 209 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,567,813 +Booleans: true:9,043,798 (31.7%), false:19,524,015 (68.3%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 28,567,813/28,567,813 (100.0%) +Types: str:21,084,070, NoneType:7,483,743 +Null/Empty: null:7,483,743 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 11,700,175 (55.5%) + 'no_ads': 8,033,699 (38.1%) + 'some_ads': 1,349,882 (6.4%) + 'house_only': 243 (0.0%) + 'promo_adult_nsfw': 60 (0.0%) + 'promo_all': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 28,567,813/28,567,813 (100.0%) +Types: str:28,567,813 +String length avg: 61.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/dyslexic_memes/comments/pn8iaq/its_dyslexia_awa...': 1 (0.0%) + '/r/AskTheWorld/comments/pyjgkb/china_asks_the_worl...': 1 (0.0%) + '/r/straykidsforever/comments/pyv9tc/skzoo/': 1 (0.0%) + '/r/AutoNewspaper/comments/pyw2xq/politics_kenneth_...': 1 (0.0%) + '/r/running/comments/pyw2xr/why_does_good_form_get_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,567,813 +Booleans: true:0 (0.0%), false:28,567,813 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 28,567,813/28,567,813 (100.0%) +Types: int:21,084,070, NoneType:7,483,743 +Null/Empty: null:7,483,743 +Numeric values: 21,084,070 total +Numeric range: min:0, max:7, avg:3.8 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 11,700,175 (55.5%) + 0: 8,033,699 (38.1%) + 7: 1,349,882 (6.4%) + 1: 243 (0.0%) + 3: 60 (0.0%) + 5: 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,567,813 +Booleans: true:11,536 (0.0%), false:28,556,277 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 28,567,813/28,567,813 (100.0%) +Types: NoneType:28,567,813 +Null/Empty: null:28,567,813 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 28,567,813/28,567,813 (100.0%) +Types: NoneType:22,289,242, str:6,278,571 +Null/Empty: null:22,289,242 +String length avg: 7.6 +Unique strings tracked: 9 +String values distribution: + 'moderator': 2,658,688 (42.3%) + 'reddit': 2,587,066 (41.2%) + 'deleted': 905,425 (14.4%) + 'automod_filtered': 89,513 (1.4%) + 'author': 18,752 (0.3%) + 'copyright_takedown': 15,593 (0.2%) + 'content_takedown': 3,294 (0.1%) + 'community_ops': 144 (0.0%) + 'anti_evil_ops': 96 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 28,567,813/28,567,813 (100.0%) +Types: int:28,567,813 +Numeric values: 28,567,813 total +Numeric range: min:1,656,112,090, max:1,656,198,689, avg:1656125140.3 +Numeric std dev: 7494.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 28,567,813/28,567,813 (100.0%) +Types: int:28,567,813 +Numeric values: 28,567,813 total +Numeric range: min:1,656,112,090, max:1,656,198,689, avg:1656125140.3 +Numeric std dev: 7494.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 28,567,813/28,567,813 (100.0%) +Types: int:28,567,813 +Numeric values: 28,567,813 total +Numeric range: min:0, max:291,367, avg:66.7 +Numeric std dev: 857.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 28,567,813/28,567,813 (100.0%) +Types: NoneType:25,533,544, dict:3,034,269 +Null/Empty: null:25,533,544 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 28,567,813/28,567,813 (100.0%) +Types: dict:28,567,813 +Null/Empty: empty_obj:26,204,949 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 28,567,813/28,567,813 (100.0%) +Types: str:28,567,813 +Null/Empty: empty_str:14,236,507 +String length avg: 239.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 1,470 (0.0%) + '[deleted]': 123 (0.0%) + 'dm me': 10 (0.0%) + '💎 TRENDY is the first token that holders can spend...': 5 (0.0%) + ' + ⭐️⭐️ HyperLaunch - Decentralized PreSale Platfor...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,567,813 +Booleans: true:26,259,019 (91.9%), false:2,308,794 (8.1%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,567,813 +Booleans: true:223,003 (0.8%), false:28,344,810 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 28,567,813/28,567,813 (100.0%) +Types: bool:28,567,813 +Booleans: true:65,600 (0.2%), false:28,502,213 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 28,567,813/28,567,813 (100.0%) +Types: str:28,567,813 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PlayboyOnReddit': 31 (0.0%) + 'AutoNewspaper': 22 (0.0%) + 'u_myanimeforlife': 15 (0.0%) + 'myanimeforlife': 15 (0.0%) + '11hr11min': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 28,567,813/28,567,813 (100.0%) +Types: str:28,567,813 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2hvo1t': 31 (0.0%) + 't5_3h9d4': 22 (0.0%) + 't5_12bbnt': 15 (0.0%) + 't5_1cx1fz': 15 (0.0%) + 't5_4lhays': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 28,567,813/28,567,813 (100.0%) +Types: str:28,567,813 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/PlayboyOnReddit': 31 (0.0%) + 'r/AutoNewspaper': 22 (0.0%) + 'u/myanimeforlife': 15 (0.0%) + 'r/myanimeforlife': 15 (0.0%) + 'r/11hr11min': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 28,567,813/28,567,813 (100.0%) +Types: int:28,567,813 +Numeric values: 28,567,813 total +Numeric range: min:-688, max:41,354,261, avg:1336616.5 +Numeric std dev: 5113845.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 28,567,813/28,567,813 (100.0%) +Types: str:28,567,813 +String length avg: 6.1 +Unique strings tracked: 4 +String values distribution: + 'public': 25,175,955 (88.1%) + 'restricted': 1,792,494 (6.3%) + 'user': 1,599,224 (5.6%) + 'archived': 140 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 28,567,813/28,567,813 (100.0%) +Types: NoneType:22,405,972, str:6,161,841 +Null/Empty: null:22,405,972 +String length avg: 4.4 +Unique strings tracked: 8 +String values distribution: + 'new': 1,858,180 (30.2%) + 'qa': 1,617,706 (26.3%) + 'confidence': 1,472,350 (23.9%) + 'top': 940,529 (15.3%) + 'old': 237,921 (3.9%) + 'live': 21,300 (0.3%) + 'controversial': 12,135 (0.2%) + 'random': 1,720 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 28,567,813/28,567,813 (100.0%) +Types: str:28,567,813 +Null/Empty: empty_str:9,160 +String length avg: 22.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,095 (0.0%) + 'self': 963 (0.0%) + 'nsfw': 659 (0.0%) + 'image': 20 (0.0%) + 'spoiler': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 28,567,813/28,567,813 (100.0%) +Types: str:28,567,813 +String length avg: 46.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted by user]': 262 (0.0%) + '💗☁🍦🌸🧁🤍🦩': 13 (0.0%) + 'Waiting for you to come home like😇😈': 10 (0.0%) + 'Serving as My wallet is the only fulfillment in yo...': 5 (0.0%) + 'I suck at Roblox Bedwars lol': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 28,567,813/28,567,813 (100.0%) +Types: NoneType:28,566,344, str:1,469 +Null/Empty: null:28,566,344 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 1,469 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 28,567,813/28,567,813 (100.0%) +Types: int:28,567,813 +Numeric values: 28,567,813 total +Numeric range: min:0, max:43,519, avg:0.1 +Numeric std dev: 8.6 +Unique numbers tracked: 522 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 28,567,813/28,567,813 (100.0%) +Types: list:28,567,813 +Null/Empty: empty_arr:28,567,620 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 28,567,813/28,567,813 (100.0%) +Types: float:28,567,813 +Numeric values: 28,567,813 total +Numeric range: min:0.01, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 100 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 28,567,813/28,567,813 (100.0%) +Types: str:28,567,813 +String length avg: 63.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/caNnUFF.jpg': 7 (0.0%) + 'https://youtube.com/watch?v=x0YutPtIubs&featur...': 4 (0.0%) + 'https://www.facebook.com/100025271500385/posts/996...': 3 (0.0%) + 'https://www.marvel.com/articles/gear/team-liquid-s...': 2 (0.0%) + 'https://www.redgifs.com/watch/warmminorbeaver': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 28,567,813/28,567,813 (100.0%) +Types: NoneType:28,567,813 +Null/Empty: null:28,567,813 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 28,567,813/28,567,813 (100.0%) +Types: str:21,084,070, NoneType:7,483,743 +Null/Empty: null:7,483,743 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 11,613,097 (55.1%) + 'no_ads': 8,033,699 (38.1%) + 'some_ads': 1,324,213 (6.3%) + 'promo_adult_nsfw': 112,807 (0.5%) + 'house_only': 243 (0.0%) + 'promo_all': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 28,567,813/28,567,813 (100.0%) +Types: int:21,084,070, NoneType:7,483,743 +Null/Empty: null:7,483,743 +Numeric values: 21,084,070 total +Numeric range: min:0, max:7, avg:3.8 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 11,613,097 (55.1%) + 0: 8,033,699 (38.1%) + 7: 1,324,213 (6.3%) + 3: 112,807 (0.5%) + 1: 243 (0.0%) + 5: 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 28,558,653/28,567,813 (100.0%) +Types: int:17,573,660, NoneType:10,984,993 +Null/Empty: null:10,984,993 +Numeric values: 17,573,660 total +Numeric range: min:0, max:256, avg:90.1 +Numeric std dev: 54.4 +Unique numbers tracked: 142 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 28,558,653/28,567,813 (100.0%) +Types: int:17,573,660, NoneType:10,984,993 +Null/Empty: null:10,984,993 +Numeric values: 17,573,660 total +Numeric range: min:0, max:256, avg:108.3 +Numeric std dev: 58.4 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 19,970,804/28,567,813 (69.9%) +Types: list:19,970,804 +Null/Empty: empty_arr:18,583,463 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 19,970,804/28,567,813 (69.9%) +Types: str:19,970,804 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 18,583,463 (93.1%) + 'richtext': 1,387,341 (6.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 19,970,804/28,567,813 (69.9%) +Types: str:19,970,804 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 65 (0.0%) + 't2_5yrm9qlt': 47 (0.0%) + 't2_12gbdz': 23 (0.0%) + 't2_8ad673uv': 18 (0.0%) + 't2_bcevk': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 19,970,804/28,567,813 (69.9%) +Types: bool:19,970,804 +Booleans: true:0 (0.0%), false:19,970,804 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 19,970,804/28,567,813 (69.9%) +Types: bool:19,970,804 +Booleans: true:605,793 (3.0%), false:19,365,011 (97.0%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 14,064,653/28,567,813 (49.2%) +Types: str:14,064,653 +String length avg: 47.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/caNnUFF.jpg': 13 (0.0%) + 'https://youtube.com/watch?v=x0YutPtIubs&featur...': 7 (0.0%) + 'https://i.imgur.com/RuUYa4G': 7 (0.0%) + 'https://www.reddit.com/gallery/pyw05j': 7 (0.0%) + 'https://www.facebook.com/100025271500385/posts/996...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 9,328,398/28,567,813 (32.7%) +Types: str:9,328,398 +String length avg: 5.8 +Unique strings tracked: 7 +String values distribution: + 'image': 4,835,359 (51.8%) + 'link': 1,901,033 (20.4%) + 'rich:video': 1,306,827 (14.0%) + 'self': 725,272 (7.8%) + 'hosted:video': 540,715 (5.8%) + 'gallery': 19,043 (0.2%) + 'video': 149 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 9,328,398/28,567,813 (32.7%) +Types: dict:9,328,398 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 7,322,504/28,567,813 (25.6%) +Types: str:7,322,504 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'c6141468-60de-11e5-bc2b-122ab0778f8b': 9 (0.0%) + '855d88d0-845f-11e3-8645-12313d18400c': 6 (0.0%) + '2e843e46-ac4b-11e8-a8ce-0e9e64e1f182': 5 (0.0%) + '86e87e96-ce66-11ea-b671-0eb29aef81b9': 4 (0.0%) + '94658826-16a8-11ec-a02a-c2140584a89d': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 1,569,550/28,567,813 (5.5%) +Types: dict:1,154,520, NoneType:415,030 +Null/Empty: null:415,030, empty_obj:4 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,286,369/28,567,813 (4.5%) +Types: str:1,286,369 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_pywdx5': 36 (0.0%) + 't3_pyvv47': 20 (0.0%) + 't3_pyw7zo': 20 (0.0%) + 't3_pyvtyq': 19 (0.0%) + 't3_pyv3yw': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,286,369/28,567,813 (4.5%) +Types: list:1,286,369 +Null/Empty: empty_arr:406,677 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 1,203,028/28,567,813 (4.2%) +Types: dict:919,689, NoneType:283,339 +Null/Empty: null:283,339 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 1,203,028/28,567,813 (4.2%) +Types: bool:1,203,028 +Booleans: true:1,203,028 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 157,128/28,567,813 (0.6%) +Types: bool:157,128 +Booleans: true:157,128 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 138,492/28,567,813 (0.5%) +Types: dict:118,079, NoneType:20,413 +Null/Empty: null:20,413 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 42,471/28,567,813 (0.1%) +Types: NoneType:42,471 +Null/Empty: null:42,471 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 42,471/28,567,813 (0.1%) +Types: NoneType:42,471 +Null/Empty: null:42,471 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 42,471/28,567,813 (0.1%) +Types: NoneType:42,471 +Null/Empty: null:42,471 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 42,471/28,567,813 (0.1%) +Types: str:42,270, NoneType:201 +Null/Empty: null:201 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_bj56o8sf': 460 (1.1%) + 't2_d7ijdabd': 359 (0.8%) + 't2_f4bkppw9': 230 (0.5%) + 't2_cmurd5rg': 185 (0.4%) + 't2_37mznje6': 115 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 42,471/28,567,813 (0.1%) +Types: str:34,243, NoneType:8,228 +Null/Empty: null:8,228 +String length avg: 23.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'bitstamp.net': 440 (1.3%) + 'www.morningstar.com/premium': 258 (0.8%) + 'nissanusa.com': 141 (0.4%) + 'www.vonage.com': 94 (0.3%) + 'Angi.com': 72 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 42,471/28,567,813 (0.1%) +Types: NoneType:42,464, str:7 +Null/Empty: null:42,464 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 4 (57.1%) + 'iframe': 3 (42.9%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 42,471/28,567,813 (0.1%) +Types: NoneType:42,464, str:7 +Null/Empty: null:42,464 +String length avg: 37.3 +Unique strings tracked: 5 +String values distribution: + 'https://d15okhdghbfysy.cloudfront.net/#/': 2 (28.6%) + 'https://www.apple.com/apple-news/': 2 (28.6%) + 'https://www.smh.com.au/': 1 (14.3%) + 'https://en.wikipedia.org/wiki/Gangaikonda_Cholapur...': 1 (14.3%) + 'https://d1rv9hk8pvw4g3.cloudfront.net/#/': 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 42,471/28,567,813 (0.1%) +Types: list:42,471 +Null/Empty: empty_arr:42,471 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 42,471/28,567,813 (0.1%) +Types: list:42,471 +Null/Empty: empty_arr:42,471 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 42,471/28,567,813 (0.1%) +Types: str:42,471 +String length avg: 132.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.fool.com/the-ascent/credit-cards/landi...': 26 (0.1%) + 'https://www.kiehls.com/skincare/eye-creams-and-ser...': 24 (0.1%) + 'https://kingdom.onelink.me/5vhP/da2838e5': 24 (0.1%) + 'https://www.juniper.net/us/en/dm/ai-networking-sol...': 19 (0.0%) + 'https://www.reddit.com/': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 42,471/28,567,813 (0.1%) +Types: NoneType:42,471 +Null/Empty: null:42,471 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 42,471/28,567,813 (0.1%) +Types: NoneType:42,471 +Null/Empty: null:42,471 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 42,471/28,567,813 (0.1%) +Types: bool:42,471 +Booleans: true:0 (0.0%), false:42,471 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 42,471/28,567,813 (0.1%) +Types: bool:42,471 +Booleans: true:0 (0.0%), false:42,471 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 42,471/28,567,813 (0.1%) +Types: str:42,471 +Null/Empty: empty_str:15,894 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/BnT_vT-vB4Po...': 112 (0.4%) + 'https://reddit-image.s3.amazonaws.com/gEc8-0NGr9oT...': 112 (0.4%) + 'https://reddit-image.s3.amazonaws.com/i1i78VtRYByp...': 40 (0.2%) + 'https://reddit-image.s3.amazonaws.com/K4uG5AslI61p...': 20 (0.1%) + 'https://reddit-image.s3.amazonaws.com/4-XyjsZnxiSt...': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 42,471/28,567,813 (0.1%) +Types: NoneType:42,471 +Null/Empty: null:42,471 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 42,471/28,567,813 (0.1%) +Types: dict:42,471 +Null/Empty: empty_obj:42,471 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 42,471/28,567,813 (0.1%) +Types: NoneType:42,471 +Null/Empty: null:42,471 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 42,471/28,567,813 (0.1%) +Types: NoneType:42,471 +Null/Empty: null:42,471 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 42,471/28,567,813 (0.1%) +Types: bool:42,471 +Booleans: true:0 (0.0%), false:42,471 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 42,471/28,567,813 (0.1%) +Types: NoneType:42,471 +Null/Empty: null:42,471 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 42,471/28,567,813 (0.1%) +Types: NoneType:42,471 +Null/Empty: null:42,471 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 42,471/28,567,813 (0.1%) +Types: NoneType:42,471 +Null/Empty: null:42,471 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 42,471/28,567,813 (0.1%) +Types: bool:42,471 +Booleans: true:42,471 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 42,471/28,567,813 (0.1%) +Types: NoneType:42,471 +Null/Empty: null:42,471 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 42,471/28,567,813 (0.1%) +Types: list:42,471 +Null/Empty: empty_arr:42,471 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 42,471/28,567,813 (0.1%) +Types: NoneType:42,471 +Null/Empty: null:42,471 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 42,471/28,567,813 (0.1%) +Types: NoneType:42,471 +Null/Empty: null:42,471 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 40,120/28,567,813 (0.1%) +Types: str:40,120 +Null/Empty: empty_str:2,420 +String length avg: 8.6 +Unique strings tracked: 14 +Top 5 string values: + 'Learn More': 12,179 (32.3%) + 'Shop Now': 9,857 (26.1%) + 'Sign Up': 7,019 (18.6%) + 'Download': 2,453 (6.5%) + 'View More': 1,499 (4.0%) + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 16,490/28,567,813 (0.1%) +Types: dict:16,490 + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 9,675/28,567,813 (0.0%) +Types: list:9,675 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,677/28,567,813 (0.0%) +Types: float:1,677 +Numeric values: 1,677 total +Numeric range: min:1,633,065,000.0, max:3,769,376,400.0, avg:1636139245.3 +Numeric std dev: 52144574.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,677/28,567,813 (0.0%) +Types: bool:1,677 +Booleans: true:0 (0.0%), false:1,677 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,677/28,567,813 (0.0%) +Types: float:1,677 +Numeric values: 1,677 total +Numeric range: min:1,633,046,400.0, max:3,768,771,600.0, avg:1636075706.5 +Numeric std dev: 52131180.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: live_audio Occurrence: 67/28,567,813 (0.0%) +Types: dict:67 + +──────────────────────────────────────────────────────────── +FIELD: tournament_data Occurrence: 49/28,567,813 (0.0%) +Types: dict:49 + +================================================================================ + +================================================================================ +FILE: RS_2021-11.jsonl +Analysis Time: 2026-01-16 07:57:58 +================================================================================ +Processed lines: 29,048,277 +Total unique fields: 136 +Max unique values tracked per field: 1,000 +Sample size: 29,048,277 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 29,048,277/29,048,277 (100.0%) +Types: list:29,048,277 +Null/Empty: empty_arr:27,894,787 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:29,048,277 +Booleans: true:1,074,260 (3.7%), false:27,974,017 (96.3%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:29,048,277 +Booleans: true:6,602,834 (22.7%), false:22,445,443 (77.3%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 29,048,277/29,048,277 (100.0%) +Types: str:29,048,277 +String length avg: 11.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 488 (0.0%) + 'AutoModerator': 140 (0.0%) + 'PlayboyOnReddit': 46 (0.0%) + 'introsort': 16 (0.0%) + 'targetyelp': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 29,048,277/29,048,277 (100.0%) +Types: int:20,530,433, NoneType:8,517,844 +Null/Empty: null:8,517,844 +Numeric values: 20,530,433 total +Numeric range: min:1,120,363,200, max:1,638,316,607, avg:1574860026.3 +Numeric std dev: 76283936.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 29,048,277/29,048,277 (100.0%) +Types: NoneType:18,708,275, str:10,340,002 +Null/Empty: null:18,708,275, empty_str:9,023,405 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 4,395 (0.3%) + '#dadada': 1,047 (0.1%) + '#edeff1': 742 (0.1%) + '#d3d6da': 679 (0.1%) + '#ea0027': 558 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 29,048,277/29,048,277 (100.0%) +Types: NoneType:27,997,492, str:1,050,785 +Null/Empty: null:27,997,492, empty_str:121,733 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'team-harmony': 46 (0.0%) + 'default': 43 (0.0%) + 'green': 42 (0.0%) + 'ver': 32 (0.0%) + 'a': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 29,048,277/29,048,277 (100.0%) +Types: NoneType:27,242,788, str:1,805,489 +Null/Empty: null:27,242,788 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'c49f2470-74c4-11ea-94e7-0e7933a2ea13': 15 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 13 (0.0%) + 'f1c6dad0-9bc7-11e1-83d5-12313b088941': 13 (0.0%) + 'ef54aab6-9bc7-11e1-a725-12313b0c247a': 12 (0.0%) + 'd479911a-ee96-11e8-a1e5-0e928c379f44': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 29,048,277/29,048,277 (100.0%) +Types: NoneType:26,759,732, str:2,288,545 +Null/Empty: null:26,759,732, empty_str:145,448 +String length avg: 17.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 21 (0.0%) + 'FC: <unknown> Trainer name: <unknown>': 13 (0.0%) + 'Still IN:goldennut18:': 11 (0.0%) + '16': 11 (0.0%) + 'Verified': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 29,048,277/29,048,277 (100.0%) +Types: NoneType:18,218,662, str:10,829,615 +Null/Empty: null:18,218,662, empty_str:38,081 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 10,350,252 (95.9%) + 'light': 441,282 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 29,048,277/29,048,277 (100.0%) +Types: list:29,048,277 +Null/Empty: empty_arr:29,048,277 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 29,048,277/29,048,277 (100.0%) +Types: NoneType:29,048,277 +Null/Empty: null:29,048,277 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:29,048,277 +Booleans: true:20,523,166 (70.7%), false:8,525,111 (29.3%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:29,048,277 +Booleans: true:0 (0.0%), false:29,048,277 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 29,048,277/29,048,277 (100.0%) +Types: NoneType:29,045,029, str:3,248 +Null/Empty: null:29,045,029, empty_str:2,954 +String length avg: 14.7 +Unique strings tracked: 9 +String values distribution: + 'drawing_and_painting': 145 (49.3%) + 'entertainment': 33 (11.2%) + 'animals': 32 (10.9%) + 'photography': 30 (10.2%) + 'gaming': 28 (9.5%) + 'diy_and_crafts': 14 (4.8%) + 'videos': 10 (3.4%) + 'memes': 1 (0.3%) + 'funny': 1 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 29,048,277/29,048,277 (100.0%) +Types: NoneType:28,857,883, list:190,394 +Null/Empty: null:28,857,883 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:29,048,277 +Booleans: true:15,333 (0.1%), false:29,032,944 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 29,048,277/29,048,277 (100.0%) +Types: int:29,048,277 +Numeric values: 29,048,277 total +Numeric range: min:1,635,724,800, max:1,638,316,799, avg:1637027106.4 +Numeric std dev: 750574.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 29,048,277/29,048,277 (100.0%) +Types: NoneType:28,883,313, str:164,964 +Null/Empty: null:28,883,313 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 164,964 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 29,048,277/29,048,277 (100.0%) +Types: NoneType:29,010,340, str:37,937 +Null/Empty: null:29,010,340 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 37,898 (99.9%) + 'admin': 39 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 29,048,277/29,048,277 (100.0%) +Types: str:29,048,277 +Null/Empty: empty_str:8 +String length avg: 13.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 422 (0.0%) + 'reddit.com': 123 (0.0%) + 'i.imgur.com': 86 (0.0%) + 'redgifs.com': 68 (0.0%) + 'v.redd.it': 43 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:28,506,965, float:541,312 +Booleans: true:0 (0.0%), false:28,506,965 (100.0%) +Numeric values: 541,312 total +Numeric range: min:1,635,725,071.0, max:1,656,104,724.0, avg:1637334742.0 +Numeric std dev: 1739474.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 29,048,277/29,048,277 (100.0%) +Types: int:29,048,277 +Numeric values: 29,048,277 total +Numeric range: min:0, max:42, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 26 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 29,048,277/29,048,277 (100.0%) +Types: dict:29,048,277 +Null/Empty: empty_obj:28,536,071 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:29,048,277 +Booleans: true:0 (0.0%), false:29,048,277 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:29,048,277 +Booleans: true:16,194 (0.1%), false:29,032,083 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 29,048,277/29,048,277 (100.0%) +Types: str:29,048,277 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'qesn4i': 1 (0.0%) + 'qjym3l': 1 (0.0%) + 'qk1xdx': 1 (0.0%) + 'qk1xe0': 1 (0.0%) + 'qk1xe1': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:29,048,277 +Booleans: true:41,104 (0.1%), false:29,007,173 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:29,048,277 +Booleans: true:15,585,785 (53.7%), false:13,462,492 (46.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:29,048,277 +Booleans: true:198 (0.0%), false:29,048,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:29,048,277 +Booleans: true:141,283 (0.5%), false:28,906,994 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:29,048,277 +Booleans: true:7,061,234 (24.3%), false:21,987,043 (75.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:29,048,277 +Booleans: true:15,647,635 (53.9%), false:13,400,642 (46.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:29,048,277 +Booleans: true:13,762,471 (47.4%), false:15,285,806 (52.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:29,048,277 +Booleans: true:714,912 (2.5%), false:28,333,365 (97.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 29,048,277/29,048,277 (100.0%) +Types: str:29,007,439, NoneType:40,838 +Null/Empty: null:40,838, empty_str:22,525,638 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 461 (0.0%) + '#ea0027': 305 (0.0%) + '#ffd635': 287 (0.0%) + '#0079d3': 283 (0.0%) + '#46d160': 229 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 29,048,277/29,048,277 (100.0%) +Types: NoneType:20,754,207, str:8,294,070 +Null/Empty: null:20,754,207, empty_str:4,794,447 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 140 (0.0%) + 'question': 110 (0.0%) + 'other': 58 (0.0%) + 'blue': 56 (0.0%) + 'orange': 38 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 29,048,277/29,048,277 (100.0%) +Types: list:29,048,277 +Null/Empty: empty_arr:24,504,540 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 29,048,277/29,048,277 (100.0%) +Types: NoneType:20,367,651, str:8,680,626 +Null/Empty: null:20,367,651, empty_str:329 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 63 (0.0%) + 'Question': 53 (0.0%) + 'Other': 27 (0.0%) + 'Meme': 26 (0.0%) + 'Megathread': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 29,048,277/29,048,277 (100.0%) +Types: str:28,992,066, NoneType:56,211 +Null/Empty: null:56,211 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 25,369,557 (87.5%) + 'light': 3,622,509 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 29,048,277/29,048,277 (100.0%) +Types: str:29,048,277 +String length avg: 4.6 +Unique strings tracked: 2 +String values distribution: + 'text': 24,504,540 (84.4%) + 'richtext': 4,543,737 (15.6%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:29,048,277 +Booleans: true:479,122 (1.6%), false:28,569,155 (98.4%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 29,048,277/29,048,277 (100.0%) +Types: NoneType:25,965,314, dict:3,082,963 +Null/Empty: null:25,965,314 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 29,048,277/29,048,277 (100.0%) +Types: dict:29,048,277 +Null/Empty: empty_obj:26,678,984 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:29,048,277 +Booleans: true:770 (0.0%), false:29,047,507 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 29,048,277/29,048,277 (100.0%) +Types: str:29,048,277 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_qesn4i': 1 (0.0%) + 't3_qjym3l': 1 (0.0%) + 't3_qk1xdx': 1 (0.0%) + 't3_qk1xe0': 1 (0.0%) + 't3_qk1xe1': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:29,048,277 +Booleans: true:13,800,020 (47.5%), false:15,248,257 (52.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 29,048,277/29,048,277 (100.0%) +Types: int:29,048,277 +Numeric values: 29,048,277 total +Numeric range: min:0, max:100,001, avg:7.3 +Numeric std dev: 91.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 29,048,277/29,048,277 (100.0%) +Types: int:29,048,277 +Numeric values: 29,048,277 total +Numeric range: min:0, max:1,701, avg:0.0 +Numeric std dev: 0.9 +Unique numbers tracked: 205 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:29,048,277 +Booleans: true:9,441,668 (32.5%), false:19,606,609 (67.5%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 29,048,277/29,048,277 (100.0%) +Types: str:20,869,908, NoneType:8,178,369 +Null/Empty: null:8,178,369 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 11,508,946 (55.1%) + 'no_ads': 8,043,399 (38.5%) + 'some_ads': 1,317,241 (6.3%) + 'house_only': 276 (0.0%) + 'promo_adult_nsfw': 36 (0.0%) + 'promo_all': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 29,048,277/29,048,277 (100.0%) +Types: str:29,048,277 +String length avg: 63.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/whywasiborn/comments/qesn4i/who_wants_it/': 1 (0.0%) + '/r/WheelOfFortune/comments/qjym3l/celebrity_wheel_...': 1 (0.0%) + '/r/NSFW_Tributes/comments/qk1xdx/deleted_by_user/': 1 (0.0%) + '/r/every15min/comments/qk1xe0/currently_its_octobe...': 1 (0.0%) + '/r/Yarnswap/comments/qk1xe1/november_2021_confirme...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:29,048,277 +Booleans: true:0 (0.0%), false:29,048,277 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 29,048,277/29,048,277 (100.0%) +Types: int:20,869,908, NoneType:8,178,369 +Null/Empty: null:8,178,369 +Numeric values: 20,869,908 total +Numeric range: min:0, max:7, avg:3.8 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 11,508,946 (55.1%) + 0: 8,043,399 (38.5%) + 7: 1,317,241 (6.3%) + 1: 276 (0.0%) + 3: 36 (0.0%) + 5: 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:29,048,277 +Booleans: true:10,567 (0.0%), false:29,037,710 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 29,048,277/29,048,277 (100.0%) +Types: NoneType:29,048,277 +Null/Empty: null:29,048,277 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 29,048,277/29,048,277 (100.0%) +Types: NoneType:20,732,563, str:8,315,714 +Null/Empty: null:20,732,563 +String length avg: 7.5 +Unique strings tracked: 9 +String values distribution: + 'moderator': 2,824,431 (34.0%) + 'reddit': 2,774,759 (33.4%) + 'deleted': 2,579,333 (31.0%) + 'automod_filtered': 98,570 (1.2%) + 'author': 17,985 (0.2%) + 'copyright_takedown': 16,825 (0.2%) + 'content_takedown': 3,621 (0.0%) + 'anti_evil_ops': 109 (0.0%) + 'community_ops': 81 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 29,048,277/29,048,277 (100.0%) +Types: int:29,048,277 +Numeric values: 29,048,277 total +Numeric range: min:1,656,084,528, max:1,656,143,657, avg:1656098353.5 +Numeric std dev: 7972.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 29,048,277/29,048,277 (100.0%) +Types: int:29,048,277 +Numeric values: 29,048,277 total +Numeric range: min:1,656,084,528, max:1,656,143,657, avg:1656098353.5 +Numeric std dev: 7972.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 29,048,277/29,048,277 (100.0%) +Types: int:29,048,277 +Numeric values: 29,048,277 total +Numeric range: min:0, max:193,049, avg:64.1 +Numeric std dev: 820.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 29,048,277/29,048,277 (100.0%) +Types: NoneType:25,965,314, dict:3,082,963 +Null/Empty: null:25,965,314 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 29,048,277/29,048,277 (100.0%) +Types: dict:29,048,277 +Null/Empty: empty_obj:26,678,984 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 29,048,277/29,048,277 (100.0%) +Types: str:29,048,277 +Null/Empty: empty_str:14,407,520 +String length avg: 240.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 1,512 (0.0%) + '[deleted]': 181 (0.0%) + '🎃 Spooky Shiba 🎃 JUST LAUNCHED | ALREADY 1K MCAP |...': 5 (0.0%) + '✅ COMMUNITY LINKS ✅ + +💬Telegram : https://t.me/chi...': 4 (0.0%) + 'I have Pussy Money course by Joe Lampton. + +In Puss...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:29,048,277 +Booleans: true:26,756,797 (92.1%), false:2,291,480 (7.9%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:29,048,277 +Booleans: true:201,712 (0.7%), false:28,846,565 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 29,048,277/29,048,277 (100.0%) +Types: bool:29,048,277 +Booleans: true:66,625 (0.2%), false:28,981,652 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 29,048,277/29,048,277 (100.0%) +Types: str:29,048,277 +String length avg: 11.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PlayboyOnReddit': 27 (0.0%) + 'nonutnovember': 17 (0.0%) + 'u_myanimeforlife': 15 (0.0%) + 'myanimeforlife': 15 (0.0%) + 'AskReddit': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 29,048,277/29,048,277 (100.0%) +Types: str:29,048,277 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2hvo1t': 27 (0.0%) + 't5_3pnv2': 17 (0.0%) + 't5_12bbnt': 15 (0.0%) + 't5_1cx1fz': 15 (0.0%) + 't5_2qh1i': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 29,048,277/29,048,277 (100.0%) +Types: str:29,048,277 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/PlayboyOnReddit': 27 (0.0%) + 'r/nonutnovember': 17 (0.0%) + 'u/myanimeforlife': 15 (0.0%) + 'r/myanimeforlife': 15 (0.0%) + 'r/AskReddit': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 29,048,277/29,048,277 (100.0%) +Types: int:29,048,277 +Numeric values: 29,048,277 total +Numeric range: min:-689, max:41,348,451, avg:1264327.4 +Numeric std dev: 4946122.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 29,048,277/29,048,277 (100.0%) +Types: str:29,048,277 +String length avg: 6.1 +Unique strings tracked: 4 +String values distribution: + 'public': 25,499,539 (87.8%) + 'user': 1,794,989 (6.2%) + 'restricted': 1,753,625 (6.0%) + 'archived': 124 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 29,048,277/29,048,277 (100.0%) +Types: NoneType:22,718,086, str:6,330,191 +Null/Empty: null:22,718,086 +String length avg: 4.3 +Unique strings tracked: 8 +String values distribution: + 'new': 1,856,294 (29.3%) + 'qa': 1,813,770 (28.7%) + 'confidence': 1,413,241 (22.3%) + 'top': 973,300 (15.4%) + 'old': 234,822 (3.7%) + 'live': 21,521 (0.3%) + 'controversial': 15,464 (0.2%) + 'random': 1,779 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 29,048,277/29,048,277 (100.0%) +Types: str:29,048,277 +Null/Empty: empty_str:8,307 +String length avg: 21.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,166 (0.0%) + 'self': 960 (0.0%) + 'nsfw': 688 (0.0%) + 'image': 26 (0.0%) + 'spoiler': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 29,048,277/29,048,277 (100.0%) +Types: str:29,048,277 +Null/Empty: empty_str:1 +String length avg: 49.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted by user]': 245 (0.0%) + 'Twerking huge ass on the huge dildo': 7 (0.0%) + 'Kim Jong Moon V2 NFTs ::: Get Whitelisted on your ...': 4 (0.0%) + 'G_Cup_MIL[F] is Morticia Addams. Happy Halloween! ...': 4 (0.0%) + '22 M4A Canton. Looking for some quick car fun toni...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 29,048,277/29,048,277 (100.0%) +Types: NoneType:29,046,832, str:1,445 +Null/Empty: null:29,046,832 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 1,445 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 29,048,277/29,048,277 (100.0%) +Types: int:29,048,277 +Numeric values: 29,048,277 total +Numeric range: min:0, max:15,914, avg:0.1 +Numeric std dev: 4.2 +Unique numbers tracked: 456 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 29,048,277/29,048,277 (100.0%) +Types: list:29,048,277 +Null/Empty: empty_arr:29,048,068 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 29,048,277/29,048,277 (100.0%) +Types: float:29,048,277 +Numeric values: 29,048,277 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 29,048,277/29,048,277 (100.0%) +Types: str:29,048,277 +String length avg: 63.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://tinu.be/gAF41sYDE': 6 (0.0%) + 'http://www.justtiktok.pro/twerking-huge-ass-on-the...': 5 (0.0%) + 'https://twitter.com/KimJongMoonCoin/status/1454870...': 3 (0.0%) + 'https://i.imgur.com/Vxnpi1K.jpg': 3 (0.0%) + 'https://redgifs.com/watch/threadbarebruisedorangut...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 29,048,277/29,048,277 (100.0%) +Types: NoneType:29,048,277 +Null/Empty: null:29,048,277 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 29,048,277/29,048,277 (100.0%) +Types: str:20,869,908, NoneType:8,178,369 +Null/Empty: null:8,178,369 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 11,418,598 (54.7%) + 'no_ads': 8,043,399 (38.5%) + 'some_ads': 1,290,757 (6.2%) + 'promo_adult_nsfw': 116,868 (0.6%) + 'house_only': 276 (0.0%) + 'promo_all': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 29,048,277/29,048,277 (100.0%) +Types: int:20,869,908, NoneType:8,178,369 +Null/Empty: null:8,178,369 +Numeric values: 20,869,908 total +Numeric range: min:0, max:7, avg:3.7 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 11,418,598 (54.7%) + 0: 8,043,399 (38.5%) + 7: 1,290,757 (6.2%) + 3: 116,868 (0.6%) + 1: 276 (0.0%) + 5: 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 29,039,970/29,048,277 (100.0%) +Types: int:17,310,160, NoneType:11,729,810 +Null/Empty: null:11,729,810 +Numeric values: 17,310,160 total +Numeric range: min:0, max:140, avg:97.6 +Numeric std dev: 50.6 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 29,039,970/29,048,277 (100.0%) +Types: int:17,310,160, NoneType:11,729,810 +Null/Empty: null:11,729,810 +Numeric values: 17,310,160 total +Numeric range: min:0, max:140, avg:116.4 +Numeric std dev: 52.3 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 20,530,434/29,048,277 (70.7%) +Types: list:20,530,434 +Null/Empty: empty_arr:19,165,293 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 20,530,434/29,048,277 (70.7%) +Types: str:20,530,434 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 19,165,293 (93.4%) + 'richtext': 1,365,141 (6.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 20,530,434/29,048,277 (70.7%) +Types: str:20,530,434 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 140 (0.0%) + 't2_5yrm9qlt': 46 (0.0%) + 't2_985kxbt1': 16 (0.0%) + 't2_eo2ijmob': 16 (0.0%) + 't2_ox93qnj': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 20,530,434/29,048,277 (70.7%) +Types: bool:20,530,434 +Booleans: true:0 (0.0%), false:20,530,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 20,530,434/29,048,277 (70.7%) +Types: bool:20,530,434 +Booleans: true:629,891 (3.1%), false:19,900,543 (96.9%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 15,285,806/29,048,277 (52.6%) +Types: str:15,285,806 +String length avg: 47.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://tinu.be/gAF41sYDE': 18 (0.0%) + 'https://xnxxhdvid.us/megnutt-she-shows-off-her-hot...': 16 (0.0%) + 'http://www.justtiktok.pro/twerking-huge-ass-on-the...': 13 (0.0%) + 'https://twitter.com/KimJongMoonCoin/status/1454870...': 7 (0.0%) + 'https://i.imgur.com/Vxnpi1K.jpg': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 9,238,604/29,048,277 (31.8%) +Types: str:9,238,604 +String length avg: 5.8 +Unique strings tracked: 7 +String values distribution: + 'image': 4,769,806 (51.6%) + 'link': 1,884,900 (20.4%) + 'rich:video': 1,244,174 (13.5%) + 'self': 785,524 (8.5%) + 'hosted:video': 541,472 (5.9%) + 'gallery': 12,623 (0.1%) + 'video': 105 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 9,238,604/29,048,277 (31.8%) +Types: dict:9,238,604 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 7,982,545/29,048,277 (27.5%) +Types: str:7,982,545 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '855d88d0-845f-11e3-8645-12313d18400c': 10 (0.0%) + '87ed5570-f6c9-11e4-87e4-0e7d3bf7865f': 7 (0.0%) + '9e89edaa-fb79-11eb-87f6-ce21e8393b24': 6 (0.0%) + '1facc164-eb65-11e8-a742-0e7a326ec9ac': 6 (0.0%) + '28e016b2-8ebe-11e9-85f8-0e65c90e2f8e': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 1,648,374/29,048,277 (5.7%) +Types: dict:1,137,235, NoneType:511,139 +Null/Empty: null:511,139 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,432,505/29,048,277 (4.9%) +Types: str:1,432,505 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_qk27n3': 57 (0.0%) + 't3_qk1t5h': 34 (0.0%) + 't3_qk1ltc': 20 (0.0%) + 't3_qjz27s': 17 (0.0%) + 't3_qk2cuw': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,432,505/29,048,277 (4.9%) +Types: list:1,432,505 +Null/Empty: empty_arr:499,881 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 1,305,240/29,048,277 (4.5%) +Types: dict:894,616, NoneType:410,624 +Null/Empty: null:410,624 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 1,305,240/29,048,277 (4.5%) +Types: bool:1,305,240 +Booleans: true:1,305,240 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 140,707/29,048,277 (0.5%) +Types: dict:111,510, NoneType:29,197 +Null/Empty: null:29,197 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 67,711/29,048,277 (0.2%) +Types: bool:67,711 +Booleans: true:67,711 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 41,104/29,048,277 (0.1%) +Types: NoneType:41,104 +Null/Empty: null:41,104 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 41,104/29,048,277 (0.1%) +Types: NoneType:41,104 +Null/Empty: null:41,104 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 41,104/29,048,277 (0.1%) +Types: NoneType:41,104 +Null/Empty: null:41,104 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 41,104/29,048,277 (0.1%) +Types: str:40,952, NoneType:152 +Null/Empty: null:152 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_fv5muhuc': 961 (2.3%) + 't2_919zho3h': 403 (1.0%) + 't2_3b7xwvgw': 266 (0.6%) + 't2_rd1tre0': 229 (0.6%) + 't2_26tqy8l1': 224 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 41,104/29,048,277 (0.1%) +Types: str:35,169, NoneType:5,935 +Null/Empty: null:5,935, empty_str:31 +String length avg: 17.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'console.dev': 1,363 (3.9%) + 'https://www.tonal.com': 415 (1.2%) + 'Enterprise.spectrum.com': 245 (0.7%) + 'www.squarespace.com': 224 (0.6%) + 'HBOMAX.COM': 186 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 41,104/29,048,277 (0.1%) +Types: NoneType:41,092, str:12 +Null/Empty: null:41,092 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 8 (66.7%) + 'iframe': 4 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 41,104/29,048,277 (0.1%) +Types: NoneType:41,092, str:12 +Null/Empty: null:41,092 +String length avg: 20.4 +Unique strings tracked: 5 +String values distribution: + 'https://google.com': 7 (58.3%) + 'https://www.google.com': 2 (16.7%) + 'http://google.com/': 1 (8.3%) + 'http://www.google.com': 1 (8.3%) + 'https://wikipedia.org/wiki/Main_Page': 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 41,104/29,048,277 (0.1%) +Types: list:41,104 +Null/Empty: empty_arr:41,104 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 41,104/29,048,277 (0.1%) +Types: list:41,104 +Null/Empty: empty_arr:41,104 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 41,104/29,048,277 (0.1%) +Types: str:41,104 +String length avg: 131.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.ringsidecollectibles.com/aew-toy-wrest...': 40 (0.1%) + 'https://www.gamestop.com/search/?q=aew': 40 (0.1%) + 'https://ad.doubleclick.net/ddm/trackclk/N6401.1318...': 19 (0.0%) + 'https://ad.doubleclick.net/ddm/trackclk/N6401.1318...': 18 (0.0%) + 'https://ad.doubleclick.net/ddm/trackclk/N6401.1318...': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 41,104/29,048,277 (0.1%) +Types: NoneType:41,104 +Null/Empty: null:41,104 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 41,104/29,048,277 (0.1%) +Types: NoneType:41,104 +Null/Empty: null:41,104 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 41,104/29,048,277 (0.1%) +Types: bool:41,104 +Booleans: true:0 (0.0%), false:41,104 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 41,104/29,048,277 (0.1%) +Types: bool:41,104 +Booleans: true:0 (0.0%), false:41,104 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 41,104/29,048,277 (0.1%) +Types: str:41,104 +Null/Empty: empty_str:14,863 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/ktMqAM6Q2kQd...': 401 (1.5%) + 'https://reddit-image.s3.amazonaws.com/QOgry9eO_mJ3...': 60 (0.2%) + 'https://reddit-image.s3.amazonaws.com/8tsDQQ883MmG...': 60 (0.2%) + 'https://reddit-image.s3.amazonaws.com/pvCS43IAe91P...': 25 (0.1%) + 'https://reddit-image.s3.amazonaws.com/ZVQgSZYMP-CP...': 25 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 41,104/29,048,277 (0.1%) +Types: NoneType:41,104 +Null/Empty: null:41,104 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 41,104/29,048,277 (0.1%) +Types: dict:41,104 +Null/Empty: empty_obj:41,104 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 41,104/29,048,277 (0.1%) +Types: NoneType:41,104 +Null/Empty: null:41,104 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 41,104/29,048,277 (0.1%) +Types: NoneType:41,104 +Null/Empty: null:41,104 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 41,104/29,048,277 (0.1%) +Types: bool:41,104 +Booleans: true:0 (0.0%), false:41,104 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 41,104/29,048,277 (0.1%) +Types: NoneType:41,104 +Null/Empty: null:41,104 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 41,104/29,048,277 (0.1%) +Types: NoneType:41,104 +Null/Empty: null:41,104 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 41,104/29,048,277 (0.1%) +Types: NoneType:41,104 +Null/Empty: null:41,104 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 41,104/29,048,277 (0.1%) +Types: bool:41,104 +Booleans: true:41,104 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 41,104/29,048,277 (0.1%) +Types: NoneType:41,104 +Null/Empty: null:41,104 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 41,104/29,048,277 (0.1%) +Types: list:41,104 +Null/Empty: empty_arr:41,104 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 41,104/29,048,277 (0.1%) +Types: NoneType:41,104 +Null/Empty: null:41,104 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 41,104/29,048,277 (0.1%) +Types: NoneType:41,104 +Null/Empty: null:41,104 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 38,482/29,048,277 (0.1%) +Types: str:38,482 +Null/Empty: empty_str:2,893 +String length avg: 8.5 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 11,416 (32.1%) + 'Shop Now': 8,732 (24.5%) + 'Sign Up': 7,123 (20.0%) + 'Download': 2,650 (7.4%) + 'View More': 1,339 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 17,702/29,048,277 (0.1%) +Types: dict:17,702 + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 11,254/29,048,277 (0.0%) +Types: list:11,254 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,659/29,048,277 (0.0%) +Types: float:1,659 +Numeric values: 1,659 total +Numeric range: min:1,635,728,400.0, max:1,672,538,400.0, avg:1637566887.7 +Numeric std dev: 2333068.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,659/29,048,277 (0.0%) +Types: bool:1,659 +Booleans: true:0 (0.0%), false:1,659 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,659/29,048,277 (0.0%) +Types: float:1,659 +Numeric values: 1,659 total +Numeric range: min:1,635,552,000.0, max:1,672,524,000.0, avg:1637514459.7 +Numeric std dev: 2320979.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: tournament_data Occurrence: 102/29,048,277 (0.0%) +Types: dict:102 + +──────────────────────────────────────────────────────────── +FIELD: live_audio Occurrence: 66/29,048,277 (0.0%) +Types: dict:66 + +================================================================================ + +================================================================================ +FILE: RS_2021-12.jsonl +Analysis Time: 2026-01-16 09:00:18 +================================================================================ +Processed lines: 29,863,861 +Total unique fields: 136 +Max unique values tracked per field: 1,000 +Sample size: 29,863,861 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 29,863,861/29,863,861 (100.0%) +Types: list:29,863,861 +Null/Empty: empty_arr:28,659,889 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,863,861 +Booleans: true:1,145,119 (3.8%), false:28,718,742 (96.2%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,863,861 +Booleans: true:5,359,306 (17.9%), false:24,504,555 (82.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 29,863,861/29,863,861 (100.0%) +Types: str:29,863,861 +String length avg: 11.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 431 (0.0%) + 'AutoModerator': 107 (0.0%) + 'PlayboyOnReddit2': 38 (0.0%) + 'sharewithme': 19 (0.0%) + 'myanimeforlife': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 29,863,861/29,863,861 (100.0%) +Types: int:21,125,087, NoneType:8,738,774 +Null/Empty: null:8,738,774 +Numeric values: 21,125,087 total +Numeric range: min:1,120,363,200, max:1,640,995,058, avg:1576909925.3 +Numeric std dev: 76386061.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 29,863,861/29,863,861 (100.0%) +Types: NoneType:19,259,688, str:10,604,173 +Null/Empty: null:19,259,688, empty_str:9,235,658 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 4,215 (0.3%) + '#dadada': 1,142 (0.1%) + '#edeff1': 723 (0.1%) + '#d3d6da': 672 (0.0%) + '#ea0027': 519 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 29,863,861/29,863,861 (100.0%) +Types: NoneType:28,781,735, str:1,082,126 +Null/Empty: null:28,781,735, empty_str:114,224 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 97 (0.0%) + 'green': 26 (0.0%) + 'defaultclass': 26 (0.0%) + 'team-harmony': 24 (0.0%) + 'vam': 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 29,863,861/29,863,861 (100.0%) +Types: NoneType:27,991,071, str:1,872,790 +Null/Empty: null:27,991,071 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0f2fd410-6c3a-11e9-a36b-0ed1165e76d4': 26 (0.0%) + '55bac45a-146f-11e7-839d-0ef2495765a4': 15 (0.0%) + 'ef54aab6-9bc7-11e1-a725-12313b0c247a': 13 (0.0%) + '54fcc2e0-dee4-11eb-bc7b-0eb60619cbfd': 13 (0.0%) + 'd479911a-ee96-11e8-a1e5-0e928c379f44': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 29,863,861/29,863,861 (100.0%) +Types: NoneType:27,515,196, str:2,348,665 +Null/Empty: null:27,515,196, empty_str:145,385 +String length avg: 17.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Mod': 22 (0.0%) + 'Official Bot': 16 (0.0%) + 'Still IN:goldennut18:': 11 (0.0%) + '15': 11 (0.0%) + 'DiamondNoNutter 2021 :diamondnut18:': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 29,863,861/29,863,861 (100.0%) +Types: NoneType:18,754,961, str:11,108,900 +Null/Empty: null:18,754,961, empty_str:37,158 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 10,607,824 (95.8%) + 'light': 463,918 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 29,863,861/29,863,861 (100.0%) +Types: list:29,863,861 +Null/Empty: empty_arr:29,863,861 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 29,863,861/29,863,861 (100.0%) +Types: NoneType:29,863,861 +Null/Empty: null:29,863,861 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,863,861 +Booleans: true:21,118,817 (70.7%), false:8,745,044 (29.3%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,863,861 +Booleans: true:0 (0.0%), false:29,863,861 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 29,863,861/29,863,861 (100.0%) +Types: NoneType:29,859,526, str:4,335 +Null/Empty: null:29,859,526, empty_str:4,003 +String length avg: 13.8 +Unique strings tracked: 10 +String values distribution: + 'drawing_and_painting': 140 (42.2%) + 'photography': 53 (16.0%) + 'animals': 38 (11.4%) + 'entertainment': 35 (10.5%) + 'gaming': 28 (8.4%) + 'diy_and_crafts': 12 (3.6%) + 'memes': 11 (3.3%) + 'videos': 8 (2.4%) + 'food': 5 (1.5%) + 'music': 2 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 29,863,861/29,863,861 (100.0%) +Types: NoneType:29,664,661, list:199,200 +Null/Empty: null:29,664,661 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,863,861 +Booleans: true:17,442 (0.1%), false:29,846,419 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 29,863,861/29,863,861 (100.0%) +Types: int:29,863,861 +Numeric values: 29,863,861 total +Numeric range: min:1,638,316,800, max:1,640,995,199, avg:1639647411.0 +Numeric std dev: 778844.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 29,863,861/29,863,861 (100.0%) +Types: NoneType:29,690,355, str:173,506 +Null/Empty: null:29,690,355 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 173,506 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 29,863,861/29,863,861 (100.0%) +Types: NoneType:29,824,413, str:39,448 +Null/Empty: null:29,824,413 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 39,414 (99.9%) + 'admin': 34 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 29,863,861/29,863,861 (100.0%) +Types: str:29,863,861 +Null/Empty: empty_str:22 +String length avg: 13.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 392 (0.0%) + 'i.imgur.com': 107 (0.0%) + 'reddit.com': 101 (0.0%) + 'redgifs.com': 81 (0.0%) + 'v.redd.it': 55 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,295,785, float:568,076 +Booleans: true:0 (0.0%), false:29,295,785 (100.0%) +Numeric values: 568,076 total +Numeric range: min:1,638,317,026.0, max:1,656,077,906.0, avg:1639923591.5 +Numeric std dev: 1556188.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 29,863,861/29,863,861 (100.0%) +Types: int:29,863,861 +Numeric values: 29,863,861 total +Numeric range: min:0, max:110, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 30 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 29,863,861/29,863,861 (100.0%) +Types: dict:29,863,861 +Null/Empty: empty_obj:29,317,673 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,863,861 +Booleans: true:0 (0.0%), false:29,863,861 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,863,861 +Booleans: true:13,527 (0.0%), false:29,850,334 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 29,863,861/29,863,861 (100.0%) +Types: str:29,863,861 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r60d2n': 1 (0.0%) + 'r615q0': 1 (0.0%) + 'r615q1': 1 (0.0%) + 'r615q2': 1 (0.0%) + 'r615q3': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,863,861 +Booleans: true:35,431 (0.1%), false:29,828,430 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,863,861 +Booleans: true:16,038,030 (53.7%), false:13,825,831 (46.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,863,861 +Booleans: true:143 (0.0%), false:29,863,718 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,863,861 +Booleans: true:155,366 (0.5%), false:29,708,495 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,863,861 +Booleans: true:7,640,612 (25.6%), false:22,223,249 (74.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,863,861 +Booleans: true:16,095,505 (53.9%), false:13,768,356 (46.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,863,861 +Booleans: true:13,769,921 (46.1%), false:16,093,940 (53.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,863,861 +Booleans: true:778,969 (2.6%), false:29,084,892 (97.4%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 29,863,861/29,863,861 (100.0%) +Types: str:29,822,417, NoneType:41,444 +Null/Empty: null:41,444, empty_str:22,948,405 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 411 (0.0%) + '#ea0027': 353 (0.0%) + '#0079d3': 312 (0.0%) + '#ffd635': 278 (0.0%) + '#0dd3bb': 219 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 29,863,861/29,863,861 (100.0%) +Types: NoneType:21,106,173, str:8,757,688 +Null/Empty: null:21,106,173, empty_str:5,108,307 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 170 (0.0%) + 'question': 99 (0.0%) + 'blue': 64 (0.0%) + 'help': 60 (0.0%) + 'bdsp': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 29,863,861/29,863,861 (100.0%) +Types: list:29,863,861 +Null/Empty: empty_arr:25,072,208 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 29,863,861/29,863,861 (100.0%) +Types: NoneType:20,674,567, str:9,189,294 +Null/Empty: null:20,674,567, empty_str:327 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 84 (0.0%) + 'Question': 69 (0.0%) + 'Other': 23 (0.0%) + 'Meme': 19 (0.0%) + 'M4F': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 29,863,861/29,863,861 (100.0%) +Types: str:29,805,823, NoneType:58,038 +Null/Empty: null:58,038 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 25,941,448 (87.0%) + 'light': 3,864,375 (13.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 29,863,861/29,863,861 (100.0%) +Types: str:29,863,861 +String length avg: 4.6 +Unique strings tracked: 2 +String values distribution: + 'text': 25,072,208 (84.0%) + 'richtext': 4,791,653 (16.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,863,861 +Booleans: true:521,359 (1.7%), false:29,342,502 (98.3%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 29,863,861/29,863,861 (100.0%) +Types: NoneType:26,532,444, dict:3,331,417 +Null/Empty: null:26,532,444 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 29,863,861/29,863,861 (100.0%) +Types: dict:29,863,861 +Null/Empty: empty_obj:27,309,765 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,863,861 +Booleans: true:586 (0.0%), false:29,863,275 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 29,863,861/29,863,861 (100.0%) +Types: str:29,863,861 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_r60d2n': 1 (0.0%) + 't3_r615q0': 1 (0.0%) + 't3_r615q1': 1 (0.0%) + 't3_r615q2': 1 (0.0%) + 't3_r615q3': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,863,861 +Booleans: true:13,996,800 (46.9%), false:15,867,061 (53.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 29,863,861/29,863,861 (100.0%) +Types: int:29,863,861 +Numeric values: 29,863,861 total +Numeric range: min:0, max:78,811, avg:7.3 +Numeric std dev: 89.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 29,863,861/29,863,861 (100.0%) +Types: int:29,863,861 +Numeric values: 29,863,861 total +Numeric range: min:0, max:774, avg:0.0 +Numeric std dev: 0.8 +Unique numbers tracked: 194 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,863,861 +Booleans: true:10,385,135 (34.8%), false:19,478,726 (65.2%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 29,863,861/29,863,861 (100.0%) +Types: str:21,370,092, NoneType:8,493,769 +Null/Empty: null:8,493,769 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 11,642,238 (54.5%) + 'no_ads': 8,379,727 (39.2%) + 'some_ads': 1,347,758 (6.3%) + 'house_only': 268 (0.0%) + 'promo_adult_nsfw': 86 (0.0%) + 'promo_all': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 29,863,861/29,863,861 (100.0%) +Types: str:29,863,861 +String length avg: 63.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/SquaredCircle/comments/r60d2n/live_wwe_nxt_20_d...': 1 (0.0%) + '/r/u_RIP225/comments/r615q0/slightly_translucent_s...': 1 (0.0%) + '/r/NewParents/comments/r615q1/when_to_stop_swaddli...': 1 (0.0%) + '/r/cryptopricesalerts/comments/r615q2/dvi_dvision_...': 1 (0.0%) + '/r/Gamingcirclejerk/comments/r615q3/why_is_colonel...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,863,861 +Booleans: true:0 (0.0%), false:29,863,861 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 29,863,861/29,863,861 (100.0%) +Types: int:21,370,092, NoneType:8,493,769 +Null/Empty: null:8,493,769 +Numeric values: 21,370,092 total +Numeric range: min:0, max:7, avg:3.7 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 11,642,238 (54.5%) + 0: 8,379,727 (39.2%) + 7: 1,347,758 (6.3%) + 1: 268 (0.0%) + 3: 86 (0.0%) + 5: 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,863,861 +Booleans: true:11,840 (0.0%), false:29,852,021 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 29,863,861/29,863,861 (100.0%) +Types: NoneType:29,863,861 +Null/Empty: null:29,863,861 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 29,863,861/29,863,861 (100.0%) +Types: NoneType:20,968,349, str:8,895,512 +Null/Empty: null:20,968,349 +String length avg: 7.5 +Unique strings tracked: 9 +String values distribution: + 'moderator': 3,020,434 (34.0%) + 'deleted': 3,011,617 (33.9%) + 'reddit': 2,705,722 (30.4%) + 'automod_filtered': 113,347 (1.3%) + 'copyright_takedown': 21,179 (0.2%) + 'author': 18,103 (0.2%) + 'content_takedown': 4,784 (0.1%) + 'community_ops': 201 (0.0%) + 'anti_evil_ops': 125 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 29,863,861/29,863,861 (100.0%) +Types: int:29,863,861 +Numeric values: 29,863,861 total +Numeric range: min:1,654,199,632, max:1,656,150,987, avg:1655799187.2 +Numeric std dev: 658941.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 29,863,861/29,863,861 (100.0%) +Types: int:29,863,861 +Numeric values: 29,863,861 total +Numeric range: min:1,654,199,632, max:1,656,150,987, avg:1655799187.2 +Numeric std dev: 658941.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 29,863,861/29,863,861 (100.0%) +Types: int:29,863,861 +Numeric values: 29,863,861 total +Numeric range: min:0, max:491,562, avg:65.2 +Numeric std dev: 837.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 29,863,861/29,863,861 (100.0%) +Types: NoneType:26,532,444, dict:3,331,417 +Null/Empty: null:26,532,444 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 29,863,861/29,863,861 (100.0%) +Types: dict:29,863,861 +Null/Empty: empty_obj:27,309,765 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 29,863,861/29,863,861 (100.0%) +Types: str:29,863,861 +Null/Empty: empty_str:14,974,423 +String length avg: 237.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 1,074 (0.0%) + '[deleted]': 314 (0.0%) + 'Join Celsius Network using my referral code 135579...': 10 (0.0%) + '**OnlyFans ($Fanned) is a fully decentralized comm...': 9 (0.0%) + 'Did you miss $SMOON or $STRAYINU. No worries becau...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,863,861 +Booleans: true:27,326,884 (91.5%), false:2,536,977 (8.5%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,863,861 +Booleans: true:238,237 (0.8%), false:29,625,624 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 29,863,861/29,863,861 (100.0%) +Types: bool:29,863,861 +Booleans: true:70,708 (0.2%), false:29,793,153 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 29,863,861/29,863,861 (100.0%) +Types: str:29,863,861 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PlayboyOnReddit': 24 (0.0%) + 'u_myanimeforlife': 12 (0.0%) + 'myanimeforlife': 11 (0.0%) + 'AskReddit': 10 (0.0%) + 'u_porn_automod': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 29,863,861/29,863,861 (100.0%) +Types: str:29,863,861 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2hvo1t': 24 (0.0%) + 't5_12bbnt': 12 (0.0%) + 't5_1cx1fz': 11 (0.0%) + 't5_2qh1i': 10 (0.0%) + 't5_yhova': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 29,863,861/29,863,861 (100.0%) +Types: str:29,863,861 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/PlayboyOnReddit': 24 (0.0%) + 'u/myanimeforlife': 12 (0.0%) + 'r/myanimeforlife': 11 (0.0%) + 'r/AskReddit': 10 (0.0%) + 'u/porn_automod': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 29,863,861/29,863,861 (100.0%) +Types: int:29,863,861 +Numeric values: 29,863,861 total +Numeric range: min:-691, max:41,341,788, avg:1295525.5 +Numeric std dev: 5044416.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 29,863,861/29,863,861 (100.0%) +Types: str:29,863,861 +String length avg: 6.1 +Unique strings tracked: 4 +String values distribution: + 'public': 26,734,354 (89.5%) + 'user': 1,573,491 (5.3%) + 'restricted': 1,555,876 (5.2%) + 'archived': 140 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 29,863,861/29,863,861 (100.0%) +Types: NoneType:23,631,709, str:6,232,152 +Null/Empty: null:23,631,709 +String length avg: 4.4 +Unique strings tracked: 8 +String values distribution: + 'new': 1,899,853 (30.5%) + 'qa': 1,593,915 (25.6%) + 'confidence': 1,473,266 (23.6%) + 'top': 974,498 (15.6%) + 'old': 248,353 (4.0%) + 'live': 23,591 (0.4%) + 'controversial': 16,904 (0.3%) + 'random': 1,772 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 29,863,861/29,863,861 (100.0%) +Types: str:29,863,861 +Null/Empty: empty_str:9,505 +String length avg: 21.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,706 (0.0%) + 'self': 1,189 (0.0%) + 'nsfw': 772 (0.0%) + 'image': 31 (0.0%) + 'spoiler': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 29,863,861/29,863,861 (100.0%) +Types: str:29,863,861 +String length avg: 48.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted by user]': 176 (0.0%) + 'New Members Intro': 6 (0.0%) + 'Davon Drake - Liz Lets Her Guest Inside For A Whil...': 5 (0.0%) + '🕷Petite Squirting Alt Slut🕷Cheap Customs & Rew...': 4 (0.0%) + 'Celsius Referral Code - December 2021 [EASY $190 w...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 29,863,861/29,863,861 (100.0%) +Types: NoneType:29,862,374, str:1,487 +Null/Empty: null:29,862,374 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 1,487 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 29,863,861/29,863,861 (100.0%) +Types: int:29,863,861 +Numeric values: 29,863,861 total +Numeric range: min:0, max:18,757, avg:0.1 +Numeric std dev: 4.9 +Unique numbers tracked: 469 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 29,863,861/29,863,861 (100.0%) +Types: list:29,863,861 +Null/Empty: empty_arr:29,863,683 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 29,863,861/29,863,861 (100.0%) +Types: float:29,863,861 +Numeric values: 29,863,861 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 29,863,861/29,863,861 (100.0%) +Types: str:29,863,861 +Null/Empty: empty_str:2 +String length avg: 62.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/finepossiblehamadryad': 5 (0.0%) + 'https://i.redd.it/qcj2us20qs281.jpg': 3 (0.0%) + 'https://redgifs.com/watch/wilddimgreybellsnake': 3 (0.0%) + 'https://wickshopbot.com/2021_11_1.png': 2 (0.0%) + 'https://youtu.be/xet8wzu4RIk': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 29,863,861/29,863,861 (100.0%) +Types: NoneType:29,863,861 +Null/Empty: null:29,863,861 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 29,863,861/29,863,861 (100.0%) +Types: str:21,370,092, NoneType:8,493,769 +Null/Empty: null:8,493,769 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 11,546,923 (54.0%) + 'no_ads': 8,379,727 (39.2%) + 'some_ads': 1,318,549 (6.2%) + 'promo_adult_nsfw': 124,610 (0.6%) + 'house_only': 268 (0.0%) + 'promo_all': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 29,863,861/29,863,861 (100.0%) +Types: int:21,370,092, NoneType:8,493,769 +Null/Empty: null:8,493,769 +Numeric values: 21,370,092 total +Numeric range: min:0, max:7, avg:3.7 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 11,546,923 (54.0%) + 0: 8,379,727 (39.2%) + 7: 1,318,549 (6.2%) + 3: 124,610 (0.6%) + 1: 268 (0.0%) + 5: 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 29,854,356/29,863,861 (100.0%) +Types: int:18,460,319, NoneType:11,394,037 +Null/Empty: null:11,394,037 +Numeric values: 18,460,319 total +Numeric range: min:0, max:140, avg:100.2 +Numeric std dev: 49.5 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 29,854,356/29,863,861 (100.0%) +Types: int:18,460,319, NoneType:11,394,037 +Null/Empty: null:11,394,037 +Numeric values: 18,460,319 total +Numeric range: min:0, max:140, avg:118.5 +Numeric std dev: 50.3 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 21,127,195/29,863,861 (70.7%) +Types: list:21,127,195 +Null/Empty: empty_arr:19,741,629 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 21,127,195/29,863,861 (70.7%) +Types: str:21,127,195 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 19,741,629 (93.4%) + 'richtext': 1,385,566 (6.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 21,127,195/29,863,861 (70.7%) +Types: str:21,127,195 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 107 (0.0%) + 't2_gluihzf6': 38 (0.0%) + 't2_bcevk': 19 (0.0%) + 't2_ox93qnj': 15 (0.0%) + 't2_4jxammwp': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 21,127,195/29,863,861 (70.7%) +Types: bool:21,127,195 +Booleans: true:0 (0.0%), false:21,127,195 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 21,127,195/29,863,861 (70.7%) +Types: bool:21,127,195 +Booleans: true:673,307 (3.2%), false:20,453,888 (96.8%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 16,093,938/29,863,861 (53.9%) +Types: str:16,093,938 +String length avg: 46.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/wilddimgreybellsnake': 7 (0.0%) + 'https://redgifs.com/watch/finepossiblehamadryad': 5 (0.0%) + 'https://i.redd.it/1cbg4w2edt281.jpg': 4 (0.0%) + 'https://youtu.be/v3jiuL4HKB4': 4 (0.0%) + 'https://youtu.be/X90mJDxgXqc': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 9,604,879/29,863,861 (32.2%) +Types: str:9,604,879 +String length avg: 5.8 +Unique strings tracked: 7 +String values distribution: + 'image': 5,118,698 (53.3%) + 'link': 1,840,415 (19.2%) + 'rich:video': 1,320,053 (13.7%) + 'self': 738,838 (7.7%) + 'hosted:video': 584,660 (6.1%) + 'gallery': 2,062 (0.0%) + 'video': 153 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 9,604,879/29,863,861 (32.2%) +Types: dict:9,604,879 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 8,461,932/29,863,861 (28.3%) +Types: str:8,461,932 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '90b2bfbc-47e7-11ec-b4b3-c6d1abc79e5d': 6 (0.0%) + 'cf170b18-efb2-11e8-baef-0e2ca67695e6': 5 (0.0%) + '86e87e96-ce66-11ea-b671-0eb29aef81b9': 4 (0.0%) + '408a3af6-eb1c-11eb-a49d-96aec5b288a4': 4 (0.0%) + 'dbf02082-8d02-11eb-9591-0e57b05771b3': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 1,799,127/29,863,861 (6.0%) +Types: dict:1,218,009, NoneType:581,118 +Null/Empty: null:581,118 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,611,194/29,863,861 (5.4%) +Types: str:1,611,194 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_r6148p': 21 (0.0%) + 't3_r61ld5': 21 (0.0%) + 't3_r61uh1': 21 (0.0%) + 't3_r611mq': 20 (0.0%) + 't3_r61k1j': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,611,194/29,863,861 (5.4%) +Types: list:1,611,194 +Null/Empty: empty_arr:591,881 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 1,442,129/29,863,861 (4.8%) +Types: dict:968,024, NoneType:474,105 +Null/Empty: null:474,105 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 1,442,129/29,863,861 (4.8%) +Types: bool:1,442,129 +Booleans: true:1,442,129 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 141,722/29,863,861 (0.5%) +Types: dict:111,656, NoneType:30,066 +Null/Empty: null:30,066 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 85,037/29,863,861 (0.3%) +Types: bool:85,037 +Booleans: true:85,037 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 35,431/29,863,861 (0.1%) +Types: NoneType:35,431 +Null/Empty: null:35,431 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 35,431/29,863,861 (0.1%) +Types: NoneType:35,431 +Null/Empty: null:35,431 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 35,431/29,863,861 (0.1%) +Types: NoneType:35,431 +Null/Empty: null:35,431 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 35,431/29,863,861 (0.1%) +Types: str:35,355, NoneType:76 +Null/Empty: null:76 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_dedadsm2': 711 (2.0%) + 't2_al7o6': 640 (1.8%) + 't2_d9kcz745': 288 (0.8%) + 't2_d7ijdabd': 174 (0.5%) + 't2_25usvnh7': 96 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 35,431/29,863,861 (0.1%) +Types: str:30,812, NoneType:4,619 +Null/Empty: null:4,619, empty_str:20 +String length avg: 17.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meundies.com/collections/the-simpsons': 466 (1.5%) + 'www.americanexpress.com': 197 (0.6%) + 'itunes.apple.com': 142 (0.5%) + 'amazon.com': 97 (0.3%) + 'apps.apple.com': 95 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 35,431/29,863,861 (0.1%) +Types: NoneType:35,411, str:20 +Null/Empty: null:35,411 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 20 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 35,431/29,863,861 (0.1%) +Types: NoneType:35,411, str:20 +Null/Empty: null:35,411 +String length avg: 54.6 +Unique strings tracked: 5 +String values distribution: + 'https://www.youtube.com/watch?v=eJRHqCRvD0c': 13 (65.0%) + 'https://www.youtube.com/watch?v=WZ2v5eMlcrY': 4 (20.0%) + 'https://www.literacysource.org/': 1 (5.0%) + 'https://www.which.co.uk/reviews/online-shopping/ar...': 1 (5.0%) + 'https://www.youtube.com/watch?v=cbP2N1BQdYc': 1 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 35,431/29,863,861 (0.1%) +Types: list:35,431 +Null/Empty: empty_arr:35,431 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 35,431/29,863,861 (0.1%) +Types: list:35,431 +Null/Empty: empty_arr:35,431 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 35,431/29,863,861 (0.1%) +Types: str:35,431 +String length avg: 126.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.meundies.com/collections/the-simpsons?...': 53 (0.1%) + 'https://itunes.apple.com/us/app/test/idd123': 51 (0.1%) + 'https://www.meundies.com/collections/nightmare-bef...': 34 (0.1%) + 'https://www.coursera.org/professional-certificates...': 24 (0.1%) + 'https://ubi.li/zeY4c': 22 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 35,431/29,863,861 (0.1%) +Types: NoneType:35,431 +Null/Empty: null:35,431 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 35,431/29,863,861 (0.1%) +Types: NoneType:35,431 +Null/Empty: null:35,431 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 35,431/29,863,861 (0.1%) +Types: bool:35,431 +Booleans: true:0 (0.0%), false:35,431 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 35,431/29,863,861 (0.1%) +Types: bool:35,431 +Booleans: true:0 (0.0%), false:35,431 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 35,431/29,863,861 (0.1%) +Types: str:35,431 +Null/Empty: empty_str:14,238 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/BXxUmKpikzQy...': 100 (0.5%) + 'https://reddit-image.s3.amazonaws.com/PT3ExjLrWTaL...': 97 (0.5%) + 'https://reddit-image.s3.amazonaws.com/gZ34DrK8t2QP...': 41 (0.2%) + 'https://reddit-image.s3.amazonaws.com/_zTbPZRjEg8b...': 40 (0.2%) + 'https://reddit-image.s3.amazonaws.com/IdTeRyD7vYxJ...': 13 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 35,431/29,863,861 (0.1%) +Types: NoneType:35,431 +Null/Empty: null:35,431 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 35,431/29,863,861 (0.1%) +Types: dict:35,431 +Null/Empty: empty_obj:35,431 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 35,431/29,863,861 (0.1%) +Types: NoneType:35,431 +Null/Empty: null:35,431 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 35,431/29,863,861 (0.1%) +Types: NoneType:35,431 +Null/Empty: null:35,431 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 35,431/29,863,861 (0.1%) +Types: bool:35,431 +Booleans: true:0 (0.0%), false:35,431 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 35,431/29,863,861 (0.1%) +Types: NoneType:35,431 +Null/Empty: null:35,431 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 35,431/29,863,861 (0.1%) +Types: NoneType:35,431 +Null/Empty: null:35,431 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 35,431/29,863,861 (0.1%) +Types: NoneType:35,431 +Null/Empty: null:35,431 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 35,431/29,863,861 (0.1%) +Types: bool:35,431 +Booleans: true:35,431 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 35,431/29,863,861 (0.1%) +Types: NoneType:35,431 +Null/Empty: null:35,431 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 35,431/29,863,861 (0.1%) +Types: list:35,431 +Null/Empty: empty_arr:35,431 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 35,431/29,863,861 (0.1%) +Types: NoneType:35,431 +Null/Empty: null:35,431 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 35,431/29,863,861 (0.1%) +Types: NoneType:35,431 +Null/Empty: null:35,431 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 33,104/29,863,861 (0.1%) +Types: str:33,104 +Null/Empty: empty_str:3,933 +String length avg: 8.6 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 9,750 (33.4%) + 'Shop Now': 6,578 (22.5%) + 'Sign Up': 4,719 (16.2%) + 'Download': 3,187 (10.9%) + 'View More': 1,210 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 18,939/29,863,861 (0.1%) +Types: dict:18,939 + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 11,139/29,863,861 (0.0%) +Types: list:11,139 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,332/29,863,861 (0.0%) +Types: float:1,332 +Numeric values: 1,332 total +Numeric range: min:1,637,809,140.0, max:1,896,001,200.0, avg:1640399572.1 +Numeric std dev: 8091894.5 +Unique numbers tracked: 885 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,332/29,863,861 (0.0%) +Types: bool:1,332 +Booleans: true:0 (0.0%), false:1,332 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,332/29,863,861 (0.0%) +Types: float:1,332 +Numeric values: 1,332 total +Numeric range: min:1,637,794,740.0, max:1,895,986,800.0, avg:1640336186.7 +Numeric std dev: 8089389.1 +Unique numbers tracked: 893 + +──────────────────────────────────────────────────────────── +FIELD: tournament_data Occurrence: 112/29,863,861 (0.0%) +Types: dict:111, NoneType:1 +Null/Empty: null:1 + +──────────────────────────────────────────────────────────── +FIELD: live_audio Occurrence: 99/29,863,861 (0.0%) +Types: dict:99 + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2022.txt b/analysis/original_schema_analysis/submissions/analysis_report_2022.txt new file mode 100644 index 0000000000000000000000000000000000000000..217f459d2cec7ec737091aae09454101b90af24d --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2022.txt @@ -0,0 +1,13560 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2022 +Analysis Started: 2026-01-15 08:54:19 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2022-01.jsonl +Analysis Time: 2026-01-15 10:01:37 +================================================================================ +Processed lines: 32,091,070 +Total unique fields: 136 +Max unique values tracked per field: 1,000 +Sample size: 32,091,070 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 32,091,070/32,091,070 (100.0%) +Types: list:32,091,070 +Null/Empty: empty_arr:30,841,478 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:32,091,070 +Booleans: true:1,233,512 (3.8%), false:30,857,558 (96.2%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:32,091,070 +Booleans: true:0 (0.0%), false:32,091,070 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 32,091,070/32,091,070 (100.0%) +Types: str:32,091,070 +String length avg: 11.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 417 (0.0%) + 'AutoModerator': 112 (0.0%) + 'PlayboyOnReddit2': 44 (0.0%) + 'sharewithme': 13 (0.0%) + 'introsort': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 32,091,070/32,091,070 (100.0%) +Types: int:22,960,489, NoneType:9,130,581 +Null/Empty: null:9,130,581 +Numeric values: 22,960,489 total +Numeric range: min:1,120,363,200, max:1,643,673,498, avg:1579544789.1 +Numeric std dev: 76193100.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 32,091,070/32,091,070 (100.0%) +Types: NoneType:21,074,204, str:11,016,866 +Null/Empty: null:21,074,204, empty_str:9,621,647 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 3,702 (0.3%) + '#dadada': 999 (0.1%) + '#d3d6da': 764 (0.1%) + '#edeff1': 694 (0.0%) + '#ea0027': 635 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 32,091,070/32,091,070 (100.0%) +Types: NoneType:30,992,403, str:1,098,667 +Null/Empty: null:30,992,403, empty_str:120,649 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 63 (0.0%) + 'green': 49 (0.0%) + 'team-harmony': 26 (0.0%) + 'ver': 24 (0.0%) + 'image-reminder': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 32,091,070/32,091,070 (100.0%) +Types: NoneType:30,161,482, str:1,929,588 +Null/Empty: null:30,161,482 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '55bac45a-146f-11e7-839d-0ef2495765a4': 19 (0.0%) + 'f1c6dad0-9bc7-11e1-83d5-12313b088941': 13 (0.0%) + 'f2e6204c-9bc7-11e1-af72-12313b078981': 12 (0.0%) + '234c5a54-6593-11ec-a8ff-1afe6e0db89e': 12 (0.0%) + '1430093a-0d0a-11ec-8824-aaea1db86a0a': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 32,091,070/32,091,070 (100.0%) +Types: NoneType:29,674,112, str:2,416,958 +Null/Empty: null:29,674,112, empty_str:147,569 +String length avg: 16.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 21 (0.0%) + 'Mod': 20 (0.0%) + '16': 13 (0.0%) + 'Mod-Opiner': 12 (0.0%) + '17': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 32,091,070/32,091,070 (100.0%) +Types: NoneType:20,539,328, str:11,551,742 +Null/Empty: null:20,539,328, empty_str:36,371 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 11,037,198 (95.8%) + 'light': 478,173 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 32,091,070/32,091,070 (100.0%) +Types: list:32,091,070 +Null/Empty: empty_arr:32,091,070 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 32,091,070/32,091,070 (100.0%) +Types: NoneType:32,091,070 +Null/Empty: null:32,091,070 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:32,091,070 +Booleans: true:22,970,689 (71.6%), false:9,120,381 (28.4%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:32,091,070 +Booleans: true:0 (0.0%), false:32,091,070 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 32,091,070/32,091,070 (100.0%) +Types: NoneType:32,084,011, str:7,059 +Null/Empty: null:32,084,011, empty_str:6,648 +String length avg: 13.6 +Unique strings tracked: 11 +Top 5 string values: + 'drawing_and_painting': 172 (41.8%) + 'animals': 76 (18.5%) + 'photography': 59 (14.4%) + 'gaming': 39 (9.5%) + 'entertainment': 28 (6.8%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 32,091,070/32,091,070 (100.0%) +Types: NoneType:31,867,588, list:223,482 +Null/Empty: null:31,867,588 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:32,091,070 +Booleans: true:18,068 (0.1%), false:32,073,002 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 32,091,070/32,091,070 (100.0%) +Types: int:32,091,070 +Numeric values: 32,091,070 total +Numeric range: min:1,640,995,200, max:1,643,673,599, avg:1642345313.0 +Numeric std dev: 768912.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 32,091,070/32,091,070 (100.0%) +Types: NoneType:31,882,616, str:208,454 +Null/Empty: null:31,882,616 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 208,454 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 32,091,070/32,091,070 (100.0%) +Types: NoneType:32,047,944, str:43,126 +Null/Empty: null:32,047,944 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 43,097 (99.9%) + 'admin': 29 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 32,091,070/32,091,070 (100.0%) +Types: str:32,091,070 +Null/Empty: empty_str:79 +String length avg: 12.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 487 (0.0%) + 'reddit.com': 123 (0.0%) + 'i.imgur.com': 73 (0.0%) + 'redgifs.com': 69 (0.0%) + 'v.redd.it': 67 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:31,467,641, float:623,429 +Booleans: true:0 (0.0%), false:31,467,641 (100.0%) +Numeric values: 623,429 total +Numeric range: min:1,640,995,409.0, max:1,655,654,853.0, avg:1642561884.3 +Numeric std dev: 1300657.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 32,091,070/32,091,070 (100.0%) +Types: int:32,091,070 +Numeric values: 32,091,070 total +Numeric range: min:0, max:67, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 24 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 32,091,070/32,091,070 (100.0%) +Types: dict:32,091,070 +Null/Empty: empty_obj:31,528,970 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:32,091,070 +Booleans: true:0 (0.0%), false:32,091,070 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:32,091,070 +Booleans: true:12,251 (0.0%), false:32,078,819 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 32,091,070/32,091,070 (100.0%) +Types: str:32,091,070 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'rkrds9': 1 (0.0%) + 'rkrhyh': 1 (0.0%) + 'rkrjf5': 1 (0.0%) + 'rkrk3b': 1 (0.0%) + 'rkrlu7': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:32,091,070 +Booleans: true:29,685 (0.1%), false:32,061,385 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:32,091,070 +Booleans: true:17,595,169 (54.8%), false:14,495,901 (45.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:32,091,070 +Booleans: true:126 (0.0%), false:32,090,944 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:32,091,070 +Booleans: true:172,307 (0.5%), false:31,918,763 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:32,091,070 +Booleans: true:8,491,406 (26.5%), false:23,599,664 (73.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:32,091,070 +Booleans: true:17,648,315 (55.0%), false:14,442,755 (45.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:32,091,070 +Booleans: true:14,299,771 (44.6%), false:17,791,299 (55.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:32,091,070 +Booleans: true:899,668 (2.8%), false:31,191,402 (97.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 32,091,070/32,091,070 (100.0%) +Types: str:32,045,998, NoneType:45,072 +Null/Empty: null:45,072, empty_str:24,465,464 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 483 (0.0%) + '#ea0027': 393 (0.0%) + '#0079d3': 312 (0.0%) + '#ffd635': 265 (0.0%) + '#46d160': 223 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 32,091,070/32,091,070 (100.0%) +Types: NoneType:22,497,260, str:9,593,810 +Null/Empty: null:22,497,260, empty_str:5,749,590 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 136 (0.0%) + 'question': 114 (0.0%) + 'other': 64 (0.0%) + 'blue': 47 (0.0%) + 'discuss': 38 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 32,091,070/32,091,070 (100.0%) +Types: list:32,091,070 +Null/Empty: empty_arr:27,000,300 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 32,091,070/32,091,070 (100.0%) +Types: NoneType:22,030,548, str:10,060,522 +Null/Empty: null:22,030,548, empty_str:335 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 102 (0.0%) + 'Question': 47 (0.0%) + 'Other': 31 (0.0%) + 'Image': 19 (0.0%) + 'Meme': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 32,091,070/32,091,070 (100.0%) +Types: str:32,028,201, NoneType:62,869 +Null/Empty: null:62,869 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 27,793,909 (86.8%) + 'light': 4,234,292 (13.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 32,091,070/32,091,070 (100.0%) +Types: str:32,091,070 +String length avg: 4.6 +Unique strings tracked: 2 +String values distribution: + 'text': 27,000,300 (84.1%) + 'richtext': 5,090,770 (15.9%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:32,091,070 +Booleans: true:593,248 (1.8%), false:31,497,822 (98.2%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 32,091,070/32,091,070 (100.0%) +Types: NoneType:28,285,257, dict:3,805,813 +Null/Empty: null:28,285,257 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 32,091,070/32,091,070 (100.0%) +Types: dict:32,091,070 +Null/Empty: empty_obj:29,180,729 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:32,091,070 +Booleans: true:372 (0.0%), false:32,090,698 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 32,091,070/32,091,070 (100.0%) +Types: str:32,091,070 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_rkrds9': 1 (0.0%) + 't3_rkrhyh': 1 (0.0%) + 't3_rkrjf5': 1 (0.0%) + 't3_rkrk3b': 1 (0.0%) + 't3_rkrlu7': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:32,091,070 +Booleans: true:15,083,422 (47.0%), false:17,007,648 (53.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 32,091,070/32,091,070 (100.0%) +Types: int:32,091,070 +Numeric values: 32,091,070 total +Numeric range: min:0, max:100,001, avg:7.4 +Numeric std dev: 91.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 32,091,070/32,091,070 (100.0%) +Types: int:32,091,070 +Numeric values: 32,091,070 total +Numeric range: min:0, max:1,311, avg:0.0 +Numeric std dev: 1.0 +Unique numbers tracked: 232 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:32,091,070 +Booleans: true:11,458,812 (35.7%), false:20,632,258 (64.3%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 32,091,070/32,091,070 (100.0%) +Types: str:22,583,030, NoneType:9,508,040 +Null/Empty: null:9,508,040 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 12,128,583 (53.7%) + 'no_ads': 9,036,548 (40.0%) + 'some_ads': 1,417,467 (6.3%) + 'house_only': 353 (0.0%) + 'promo_adult_nsfw': 59 (0.0%) + 'promo_all': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 32,091,070/32,091,070 (100.0%) +Types: str:32,091,070 +String length avg: 63.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/antitheistcheesecake/comments/rkrds9/straw_man/': 1 (0.0%) + '/r/antitheistcheesecake/comments/rkrhyh/deleted_by...': 1 (0.0%) + '/r/antitheistcheesecake/comments/rkrjf5/the_sexual...': 1 (0.0%) + '/r/antitheistcheesecake/comments/rkrk3b/deleted_by...': 1 (0.0%) + '/r/antitheistcheesecake/comments/rkrlu7/in_reality...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:32,091,070 +Booleans: true:0 (0.0%), false:32,091,070 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 32,091,070/32,091,070 (100.0%) +Types: int:22,583,030, NoneType:9,508,040 +Null/Empty: null:9,508,040 +Numeric values: 22,583,030 total +Numeric range: min:0, max:7, avg:3.7 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 12,128,583 (53.7%) + 0: 9,036,548 (40.0%) + 7: 1,417,467 (6.3%) + 1: 353 (0.0%) + 3: 59 (0.0%) + 5: 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:32,091,070 +Booleans: true:13,264 (0.0%), false:32,077,806 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 32,091,070/32,091,070 (100.0%) +Types: NoneType:32,091,070 +Null/Empty: null:32,091,070 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 32,091,070/32,091,070 (100.0%) +Types: NoneType:22,473,064, str:9,618,006 +Null/Empty: null:22,473,064 +String length avg: 7.5 +Unique strings tracked: 9 +String values distribution: + 'deleted': 3,472,022 (36.1%) + 'moderator': 3,246,357 (33.8%) + 'reddit': 2,728,868 (28.4%) + 'automod_filtered': 122,640 (1.3%) + 'copyright_takedown': 21,656 (0.2%) + 'author': 20,445 (0.2%) + 'content_takedown': 5,816 (0.1%) + 'community_ops': 107 (0.0%) + 'anti_evil_ops': 95 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 32,091,070/32,091,070 (100.0%) +Types: int:32,091,070 +Numeric values: 32,091,070 total +Numeric range: min:1,654,142,547, max:1,656,093,447, avg:1654173876.6 +Numeric std dev: 75086.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 32,091,070/32,091,070 (100.0%) +Types: int:32,091,070 +Numeric values: 32,091,070 total +Numeric range: min:1,654,142,547, max:1,656,093,447, avg:1654173876.6 +Numeric std dev: 75086.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 32,091,070/32,091,070 (100.0%) +Types: int:32,091,070 +Numeric values: 32,091,070 total +Numeric range: min:0, max:292,465, avg:63.2 +Numeric std dev: 842.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 32,091,070/32,091,070 (100.0%) +Types: NoneType:28,285,257, dict:3,805,813 +Null/Empty: null:28,285,257 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 32,091,070/32,091,070 (100.0%) +Types: dict:32,091,070 +Null/Empty: empty_obj:29,180,729 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 32,091,070/32,091,070 (100.0%) +Types: str:32,091,070 +Null/Empty: empty_str:16,484,999 +String length avg: 245.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 968 (0.0%) + '[deleted]': 435 (0.0%) + 'Use this thread to ask anything at all!': 5 (0.0%) + 'I have Pussy Money course by Joe Lampton. + +In Puss...': 3 (0.0%) + '&#x200B; + +&#x200B; + + + +NFT MUSIC STREAM + +&...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:32,091,070 +Booleans: true:29,473,452 (91.8%), false:2,617,618 (8.2%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:32,091,070 +Booleans: true:289,857 (0.9%), false:31,801,213 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 32,091,070/32,091,070 (100.0%) +Types: bool:32,091,070 +Booleans: true:85,220 (0.3%), false:32,005,850 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 32,091,070/32,091,070 (100.0%) +Types: str:32,091,070 +String length avg: 11.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PlayboyOnReddit': 29 (0.0%) + 'AskReddit': 11 (0.0%) + 'teenagers': 9 (0.0%) + 'u_InsessionNews': 7 (0.0%) + 'antitheistcheesecake': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 32,091,070/32,091,070 (100.0%) +Types: str:32,091,070 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2hvo1t': 29 (0.0%) + 't5_2qh1i': 11 (0.0%) + 't5_2rjli': 9 (0.0%) + 't5_5hhsf3': 7 (0.0%) + 't5_56ml5q': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 32,091,070/32,091,070 (100.0%) +Types: str:32,091,070 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/PlayboyOnReddit': 29 (0.0%) + 'r/AskReddit': 11 (0.0%) + 'r/teenagers': 9 (0.0%) + 'u/InsessionNews': 7 (0.0%) + 'r/antitheistcheesecake': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 32,091,070/32,091,070 (100.0%) +Types: int:32,091,070 +Numeric values: 32,091,070 total +Numeric range: min:-691, max:40,916,752, avg:1262979.3 +Numeric std dev: 4975764.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 32,091,070/32,091,070 (100.0%) +Types: str:32,091,070 +String length avg: 6.1 +Unique strings tracked: 4 +String values distribution: + 'public': 28,862,563 (89.9%) + 'user': 1,744,810 (5.4%) + 'restricted': 1,483,655 (4.6%) + 'archived': 42 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 32,091,070/32,091,070 (100.0%) +Types: NoneType:25,385,690, str:6,705,380 +Null/Empty: null:25,385,690 +String length avg: 4.5 +Unique strings tracked: 8 +String values distribution: + 'new': 1,963,455 (29.3%) + 'qa': 1,766,463 (26.3%) + 'confidence': 1,612,178 (24.0%) + 'top': 1,031,378 (15.4%) + 'old': 262,017 (3.9%) + 'controversial': 40,324 (0.6%) + 'live': 27,577 (0.4%) + 'random': 1,988 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 32,091,070/32,091,070 (100.0%) +Types: str:32,091,070 +Null/Empty: empty_str:10,734 +String length avg: 21.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,028 (0.0%) + 'self': 1,009 (0.0%) + 'nsfw': 559 (0.0%) + 'spoiler': 30 (0.0%) + 'image': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 32,091,070/32,091,070 (100.0%) +Types: str:32,091,070 +String length avg: 49.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted by user]': 133 (0.0%) + 'Ask Anything Thread': 5 (0.0%) + '$3 SALE!! XXX videos, pregnancy content, sexting, ...': 4 (0.0%) + 'Happy New Year': 4 (0.0%) + 'January 2022 Confirmed Trade Thread': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 32,091,070/32,091,070 (100.0%) +Types: NoneType:32,089,574, str:1,496 +Null/Empty: null:32,089,574 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 1,496 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 32,091,070/32,091,070 (100.0%) +Types: int:32,091,070 +Numeric values: 32,091,070 total +Numeric range: min:0, max:16,181, avg:0.1 +Numeric std dev: 3.6 +Unique numbers tracked: 435 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 32,091,070/32,091,070 (100.0%) +Types: list:32,091,070 +Null/Empty: empty_arr:32,090,856 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 32,091,070/32,091,070 (100.0%) +Types: float:32,091,070 +Numeric values: 32,091,070 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 32,091,070/32,091,070 (100.0%) +Types: str:32,091,070 +String length avg: 62.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/CelebRoleplay/comments/rt6p2b/m4f_down_for_any_...': 3 (0.0%) + 'https://i.redd.it/9dzlkpmguy881.jpg': 2 (0.0%) + 'https://www.reddit.com/gallery/rt6oa8': 2 (0.0%) + 'https://youtube.com/watch?v=ubXIpcB3cks&featur...': 2 (0.0%) + 'https://www.redgifs.com/watch/gainsboropositiveore...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 32,091,070/32,091,070 (100.0%) +Types: NoneType:32,091,070 +Null/Empty: null:32,091,070 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 32,091,070/32,091,070 (100.0%) +Types: str:22,583,028, NoneType:9,508,042 +Null/Empty: null:9,508,042 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 12,022,392 (53.2%) + 'no_ads': 9,036,546 (40.0%) + 'some_ads': 1,382,179 (6.1%) + 'promo_adult_nsfw': 141,539 (0.6%) + 'house_only': 353 (0.0%) + 'promo_all': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 32,091,070/32,091,070 (100.0%) +Types: int:22,583,028, NoneType:9,508,042 +Null/Empty: null:9,508,042 +Numeric values: 22,583,028 total +Numeric range: min:0, max:7, avg:3.6 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 12,022,392 (53.2%) + 0: 9,036,546 (40.0%) + 7: 1,382,179 (6.1%) + 3: 141,539 (0.6%) + 1: 353 (0.0%) + 5: 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 32,080,336/32,091,070 (100.0%) +Types: int:20,229,064, NoneType:11,851,272 +Null/Empty: null:11,851,272 +Numeric values: 20,229,064 total +Numeric range: min:0, max:140, avg:101.8 +Numeric std dev: 48.4 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 32,080,336/32,091,070 (100.0%) +Types: int:20,229,064, NoneType:11,851,272 +Null/Empty: null:11,851,272 +Numeric values: 20,229,064 total +Numeric range: min:0, max:140, avg:120.1 +Numeric std dev: 48.7 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 22,979,839/32,091,070 (71.6%) +Types: list:22,979,839 +Null/Empty: empty_arr:21,596,621 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 22,979,839/32,091,070 (71.6%) +Types: str:22,979,839 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 21,596,621 (94.0%) + 'richtext': 1,383,218 (6.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 22,979,839/32,091,070 (71.6%) +Types: str:22,979,839 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 112 (0.0%) + 't2_gluihzf6': 44 (0.0%) + 't2_bcevk': 13 (0.0%) + 't2_985kxbt1': 11 (0.0%) + 't2_hj7oi8v7': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 22,979,839/32,091,070 (71.6%) +Types: bool:22,979,839 +Booleans: true:0 (0.0%), false:22,979,839 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 22,979,839/32,091,070 (71.6%) +Types: bool:22,979,839 +Booleans: true:799,628 (3.5%), false:22,180,211 (96.5%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 17,791,299/32,091,070 (55.4%) +Types: str:17,791,299 +String length avg: 46.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/tamepointediberianlynx': 4 (0.0%) + 'https://youtube.com/watch?v=ESBlOejQIMo&featur...': 4 (0.0%) + 'https://youtube.com/watch?v=ubXIpcB3cks&featur...': 4 (0.0%) + '/r/MakeMineMarvel/comments/rt6pgm/marvel_comics_in...': 4 (0.0%) + 'https://www.redgifs.com/watch/nippyidolizedterrapi...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 10,538,404/32,091,070 (32.8%) +Types: str:10,538,404 +String length avg: 5.9 +Unique strings tracked: 7 +String values distribution: + 'image': 5,604,355 (53.2%) + 'link': 2,032,742 (19.3%) + 'rich:video': 1,507,569 (14.3%) + 'self': 728,215 (6.9%) + 'hosted:video': 664,922 (6.3%) + 'video': 504 (0.0%) + 'gallery': 97 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 10,538,404/32,091,070 (32.8%) +Types: dict:10,538,404 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 9,290,586/32,091,070 (29.0%) +Types: str:9,290,586 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '855d88d0-845f-11e3-8645-12313d18400c': 14 (0.0%) + '281d4a00-37c8-11ec-adb4-36ea1d841d8b': 6 (0.0%) + '8b6af2d4-582a-11eb-853a-0e3d8344de53': 6 (0.0%) + '6b01166e-6435-11e2-a77a-12313d051e91': 5 (0.0%) + 'f4bbbcd8-8b0f-11eb-b735-0e70e78cefed': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 2,009,905/32,091,070 (6.3%) +Types: dict:1,372,523, NoneType:637,382 +Null/Empty: null:637,382, empty_obj:15 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,666,082/32,091,070 (5.2%) +Types: str:1,666,082 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_rt73uu': 23 (0.0%) + 't3_rt6qq5': 18 (0.0%) + 't3_rt6wc8': 18 (0.0%) + 't3_rt6pgm': 17 (0.0%) + 't3_rt6i0v': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,666,082/32,091,070 (5.2%) +Types: list:1,666,082 +Null/Empty: empty_arr:512,525 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 1,641,967/32,091,070 (5.1%) +Types: dict:1,110,019, NoneType:531,948 +Null/Empty: null:531,948 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 1,641,967/32,091,070 (5.1%) +Types: bool:1,641,967 +Booleans: true:1,641,967 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 146,223/32,091,070 (0.5%) +Types: dict:113,487, NoneType:32,736 +Null/Empty: null:32,736 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 87,398/32,091,070 (0.3%) +Types: bool:87,398 +Booleans: true:87,398 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 31,183/32,091,070 (0.1%) +Types: str:31,183 +Null/Empty: empty_str:6,545 +String length avg: 8.7 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 9,593 (38.9%) + 'Sign Up': 4,830 (19.6%) + 'Shop Now': 2,879 (11.7%) + 'Download': 2,768 (11.2%) + 'View More': 1,163 (4.7%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 29,685/32,091,070 (0.1%) +Types: NoneType:29,685 +Null/Empty: null:29,685 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 29,685/32,091,070 (0.1%) +Types: NoneType:29,685 +Null/Empty: null:29,685 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 29,685/32,091,070 (0.1%) +Types: NoneType:29,685 +Null/Empty: null:29,685 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 29,685/32,091,070 (0.1%) +Types: str:29,582, NoneType:103 +Null/Empty: null:103 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_dedadsm2': 820 (2.8%) + 't2_6jhl4yqj': 328 (1.1%) + 't2_63shcc0j': 278 (0.9%) + 't2_d7ijdabd': 213 (0.7%) + 't2_f0t9v8ym': 99 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 29,685/32,091,070 (0.1%) +Types: str:26,315, NoneType:3,370 +Null/Empty: null:3,370, empty_str:17 +String length avg: 16.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'www.lumen.com': 356 (1.4%) + 'HBOMAX.COM': 181 (0.7%) + 'itunes.apple.com': 155 (0.6%) + 'discord.com': 129 (0.5%) + 'peacocktv.com': 90 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 29,685/32,091,070 (0.1%) +Types: NoneType:29,667, str:18 +Null/Empty: null:29,667 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 17 (94.4%) + 'iframe': 1 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 29,685/32,091,070 (0.1%) +Types: NoneType:29,667, str:18 +Null/Empty: null:29,667 +String length avg: 44.2 +Unique strings tracked: 5 +String values distribution: + 'https://www.youtube.com/watch?v=21X5lGlDOfg': 12 (66.7%) + 'https://www.youtube.com/watch?v=dfoO015UMQM': 3 (16.7%) + 'https://www.nike.com/t/air-max-alpha-trainer-4-men...': 1 (5.6%) + 'https://google.com': 1 (5.6%) + 'https://www.alamy.com/stock-photo/chai-wala.html': 1 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 29,685/32,091,070 (0.1%) +Types: list:29,685 +Null/Empty: empty_arr:29,685 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 29,685/32,091,070 (0.1%) +Types: list:29,685 +Null/Empty: empty_arr:29,685 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 29,685/32,091,070 (0.1%) +Types: str:29,685 +String length avg: 115.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://itunes.apple.com/us/app/test/idd123': 67 (0.2%) + 'https://itunes.apple.com/us/app/turbotax-tax-retur...': 29 (0.1%) + 'https://apps.apple.com/dk/app/lunar-bank/id1068850...': 22 (0.1%) + 'https://play.google.com/store/apps/details?id=com....': 14 (0.0%) + 'https://www.itsbiggerthan.com/?utm_source=Reddit&a...': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 29,685/32,091,070 (0.1%) +Types: NoneType:29,685 +Null/Empty: null:29,685 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 29,685/32,091,070 (0.1%) +Types: NoneType:29,685 +Null/Empty: null:29,685 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 29,685/32,091,070 (0.1%) +Types: bool:29,685 +Booleans: true:0 (0.0%), false:29,685 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 29,685/32,091,070 (0.1%) +Types: bool:29,685 +Booleans: true:0 (0.0%), false:29,685 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 29,685/32,091,070 (0.1%) +Types: str:29,685 +Null/Empty: empty_str:11,783 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/BXxUmKpikzQy...': 104 (0.6%) + 'https://reddit-image.s3.amazonaws.com/PT3ExjLrWTaL...': 99 (0.6%) + 'https://reddit-image.s3.amazonaws.com/oTIeChr8BHKs...': 40 (0.2%) + 'https://reddit-image.s3.amazonaws.com/JVT4eu0DQIhk...': 24 (0.1%) + 'https://reddit-image.s3.amazonaws.com/RPKLenPIWDXM...': 24 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 29,685/32,091,070 (0.1%) +Types: NoneType:29,685 +Null/Empty: null:29,685 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 29,685/32,091,070 (0.1%) +Types: dict:29,685 +Null/Empty: empty_obj:29,685 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 29,685/32,091,070 (0.1%) +Types: NoneType:29,685 +Null/Empty: null:29,685 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 29,685/32,091,070 (0.1%) +Types: NoneType:29,685 +Null/Empty: null:29,685 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 29,685/32,091,070 (0.1%) +Types: bool:29,685 +Booleans: true:0 (0.0%), false:29,685 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 29,685/32,091,070 (0.1%) +Types: NoneType:29,685 +Null/Empty: null:29,685 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 29,685/32,091,070 (0.1%) +Types: NoneType:29,685 +Null/Empty: null:29,685 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 29,685/32,091,070 (0.1%) +Types: NoneType:29,685 +Null/Empty: null:29,685 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 29,685/32,091,070 (0.1%) +Types: bool:29,685 +Booleans: true:29,685 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 29,685/32,091,070 (0.1%) +Types: NoneType:29,685 +Null/Empty: null:29,685 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 29,685/32,091,070 (0.1%) +Types: list:29,685 +Null/Empty: empty_arr:29,685 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 29,685/32,091,070 (0.1%) +Types: NoneType:29,685 +Null/Empty: null:29,685 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 29,685/32,091,070 (0.1%) +Types: NoneType:29,685 +Null/Empty: null:29,685 + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 20,064/32,091,070 (0.1%) +Types: dict:20,064 + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 11,261/32,091,070 (0.0%) +Types: list:11,261 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,462/32,091,070 (0.0%) +Types: float:1,462 +Numeric values: 1,462 total +Numeric range: min:1,639,706,400.0, max:2,052,658,800.0, avg:1643237328.0 +Numeric std dev: 11015205.3 +Unique numbers tracked: 970 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,462/32,091,070 (0.0%) +Types: bool:1,462 +Booleans: true:0 (0.0%), false:1,462 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,462/32,091,070 (0.0%) +Types: float:1,462 +Numeric values: 1,462 total +Numeric range: min:1,639,692,000.0, max:2,052,644,400.0, avg:1643177863.7 +Numeric std dev: 11014059.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: live_audio Occurrence: 192/32,091,070 (0.0%) +Types: dict:192 + +──────────────────────────────────────────────────────────── +FIELD: tournament_data Occurrence: 101/32,091,070 (0.0%) +Types: dict:101 + +================================================================================ + +================================================================================ +FILE: RS_2022-02.jsonl +Analysis Time: 2026-01-15 11:04:42 +================================================================================ +Processed lines: 29,843,162 +Total unique fields: 136 +Max unique values tracked per field: 1,000 +Sample size: 29,843,162 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 29,843,162/29,843,162 (100.0%) +Types: list:29,843,162 +Null/Empty: empty_arr:28,728,995 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,843,162 +Booleans: true:1,111,692 (3.7%), false:28,731,470 (96.3%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,843,162 +Booleans: true:0 (0.0%), false:29,843,162 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 29,843,162/29,843,162 (100.0%) +Types: str:29,843,162 +String length avg: 11.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 424 (0.0%) + 'AutoModerator': 84 (0.0%) + 'PlayboyOnReddit2': 36 (0.0%) + 'DreamRosa92': 20 (0.0%) + 'news247planet': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 29,843,162/29,843,162 (100.0%) +Types: int:21,582,953, NoneType:8,260,209 +Null/Empty: null:8,260,209 +Numeric values: 21,582,953 total +Numeric range: min:1,118,030,400, max:1,646,092,547, avg:1582325358.1 +Numeric std dev: 75843565.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 29,843,162/29,843,162 (100.0%) +Types: NoneType:19,825,379, str:10,017,783 +Null/Empty: null:19,825,379, empty_str:8,726,610 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 4,158 (0.3%) + '#dadada': 1,174 (0.1%) + '#edeff1': 770 (0.1%) + '#d3d6da': 625 (0.0%) + '#ea0027': 597 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 29,843,162/29,843,162 (100.0%) +Types: NoneType:28,811,689, str:1,031,473 +Null/Empty: null:28,811,689, empty_str:137,158 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 55 (0.0%) + 'vam': 35 (0.0%) + 'green': 33 (0.0%) + 'tier2': 23 (0.0%) + 'a': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 29,843,162/29,843,162 (100.0%) +Types: NoneType:28,079,569, str:1,763,593 +Null/Empty: null:28,079,569 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '42a2a1cc-16ad-11ec-bd64-c2025446f9e2': 15 (0.0%) + 'f1c6dad0-9bc7-11e1-83d5-12313b088941': 13 (0.0%) + 'a8ad979e-7c07-11e9-b588-0e55aa3940a6': 11 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 9 (0.0%) + 'ef54aab6-9bc7-11e1-a725-12313b0c247a': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 29,843,162/29,843,162 (100.0%) +Types: NoneType:27,609,618, str:2,233,544 +Null/Empty: null:27,609,618, empty_str:137,052 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + ' ': 18 (0.0%) + 'UNVERIFIED': 16 (0.0%) + '-': 12 (0.0%) + '16': 11 (0.0%) + 'Official Bot': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 29,843,162/29,843,162 (100.0%) +Types: NoneType:19,352,251, str:10,490,911 +Null/Empty: null:19,352,251, empty_str:32,074 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 10,014,718 (95.8%) + 'light': 444,119 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 29,843,162/29,843,162 (100.0%) +Types: list:29,843,162 +Null/Empty: empty_arr:29,843,162 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 29,843,162/29,843,162 (100.0%) +Types: NoneType:29,843,162 +Null/Empty: null:29,843,162 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,843,162 +Booleans: true:21,597,820 (72.4%), false:8,245,342 (27.6%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,843,162 +Booleans: true:0 (0.0%), false:29,843,162 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 29,843,162/29,843,162 (100.0%) +Types: NoneType:29,692,398, str:150,764 +Null/Empty: null:29,692,398, empty_str:150,320 +String length avg: 14.2 +Unique strings tracked: 12 +Top 5 string values: + 'drawing_and_painting': 197 (44.4%) + 'photography': 73 (16.4%) + 'animals': 58 (13.1%) + 'entertainment': 34 (7.7%) + 'gaming': 34 (7.7%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 29,843,162/29,843,162 (100.0%) +Types: NoneType:29,636,543, list:206,619 +Null/Empty: null:29,636,543 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,843,162 +Booleans: true:17,217 (0.1%), false:29,825,945 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 29,843,162/29,843,162 (100.0%) +Types: int:29,843,162 +Numeric values: 29,843,162 total +Numeric range: min:1,643,673,600, max:1,646,092,799, avg:1644891061.6 +Numeric std dev: 698139.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 29,843,162/29,843,162 (100.0%) +Types: NoneType:29,640,901, str:202,261 +Null/Empty: null:29,640,901 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 202,261 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 29,843,162/29,843,162 (100.0%) +Types: NoneType:29,800,586, str:42,576 +Null/Empty: null:29,800,586 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 42,529 (99.9%) + 'admin': 47 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 29,843,162/29,843,162 (100.0%) +Types: str:29,843,162 +Null/Empty: empty_str:34 +String length avg: 12.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 504 (0.0%) + 'i.imgur.com': 120 (0.0%) + 'redgifs.com': 110 (0.0%) + 'reddit.com': 108 (0.0%) + 'v.redd.it': 58 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,286,623, float:556,539 +Booleans: true:0 (0.0%), false:29,286,623 (100.0%) +Numeric values: 556,539 total +Numeric range: min:1,643,673,796.0, max:1,655,836,404.0, avg:1645062431.8 +Numeric std dev: 1097510.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 29,843,162/29,843,162 (100.0%) +Types: int:29,843,162 +Numeric values: 29,843,162 total +Numeric range: min:0, max:332, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 36 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 29,843,162/29,843,162 (100.0%) +Types: dict:29,843,162 +Null/Empty: empty_obj:29,347,248 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,843,162 +Booleans: true:0 (0.0%), false:29,843,162 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,843,162 +Booleans: true:27,139 (0.1%), false:29,816,023 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 29,843,162/29,843,162 (100.0%) +Types: str:29,843,162 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'shge9b': 1 (0.0%) + 'shge9e': 1 (0.0%) + 'shge9f': 1 (0.0%) + 'shge9g': 1 (0.0%) + 'shge9h': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,843,162 +Booleans: true:32,856 (0.1%), false:29,810,306 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,843,162 +Booleans: true:16,541,731 (55.4%), false:13,301,431 (44.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,843,162 +Booleans: true:75 (0.0%), false:29,843,087 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,843,162 +Booleans: true:172,722 (0.6%), false:29,670,440 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,843,162 +Booleans: true:8,188,872 (27.4%), false:21,654,290 (72.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,843,162 +Booleans: true:16,598,310 (55.6%), false:13,244,852 (44.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,843,162 +Booleans: true:12,580,423 (42.2%), false:17,262,739 (57.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,843,162 +Booleans: true:846,950 (2.8%), false:28,996,212 (97.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 29,843,162/29,843,162 (100.0%) +Types: str:29,800,715, NoneType:42,447 +Null/Empty: null:42,447, empty_str:22,542,919 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 477 (0.0%) + '#ea0027': 354 (0.0%) + '#0079d3': 287 (0.0%) + '#ffd635': 276 (0.0%) + '#46d160': 229 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 29,843,162/29,843,162 (100.0%) +Types: NoneType:20,758,663, str:9,084,499 +Null/Empty: null:20,758,663, empty_str:5,500,210 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 112 (0.0%) + 'question': 111 (0.0%) + 'blue': 57 (0.0%) + 'help': 43 (0.0%) + 'meme': 39 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 29,843,162/29,843,162 (100.0%) +Types: list:29,843,162 +Null/Empty: empty_arr:25,001,185 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 29,843,162/29,843,162 (100.0%) +Types: NoneType:20,279,089, str:9,564,073 +Null/Empty: null:20,279,089, empty_str:267 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 71 (0.0%) + 'Question': 69 (0.0%) + 'Meme': 23 (0.0%) + 'Other': 22 (0.0%) + 'M4R': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 29,843,162/29,843,162 (100.0%) +Types: str:29,785,851, NoneType:57,311 +Null/Empty: null:57,311 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 25,718,369 (86.3%) + 'light': 4,067,482 (13.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 29,843,162/29,843,162 (100.0%) +Types: str:29,843,162 +String length avg: 4.6 +Unique strings tracked: 2 +String values distribution: + 'text': 25,001,185 (83.8%) + 'richtext': 4,841,977 (16.2%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,843,162 +Booleans: true:589,921 (2.0%), false:29,253,241 (98.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 29,843,162/29,843,162 (100.0%) +Types: NoneType:26,350,079, dict:3,493,083 +Null/Empty: null:26,350,079 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 29,843,162/29,843,162 (100.0%) +Types: dict:29,843,162 +Null/Empty: empty_obj:27,194,499 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,843,162 +Booleans: true:485 (0.0%), false:29,842,677 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 29,843,162/29,843,162 (100.0%) +Types: str:29,843,162 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_shge9b': 1 (0.0%) + 't3_shge9e': 1 (0.0%) + 't3_shge9f': 1 (0.0%) + 't3_shge9g': 1 (0.0%) + 't3_shge9h': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,843,162 +Booleans: true:14,187,346 (47.5%), false:15,655,816 (52.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 29,843,162/29,843,162 (100.0%) +Types: int:29,843,162 +Numeric values: 29,843,162 total +Numeric range: min:0, max:75,434, avg:7.0 +Numeric std dev: 85.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 29,843,162/29,843,162 (100.0%) +Types: int:29,843,162 +Numeric values: 29,843,162 total +Numeric range: min:0, max:2,588, avg:0.0 +Numeric std dev: 1.4 +Unique numbers tracked: 248 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,843,162 +Booleans: true:10,951,400 (36.7%), false:18,891,762 (63.3%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 29,843,162/29,843,162 (100.0%) +Types: str:20,514,935, NoneType:9,328,227 +Null/Empty: null:9,328,227 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 10,798,172 (52.6%) + 'no_ads': 8,407,786 (41.0%) + 'some_ads': 1,308,452 (6.4%) + 'house_only': 449 (0.0%) + 'promo_adult_nsfw': 51 (0.0%) + 'promo_all': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 29,843,162/29,843,162 (100.0%) +Types: str:29,843,162 +String length avg: 64.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/gaynsfw/comments/shge9b/send_pls/': 1 (0.0%) + '/r/confessions/comments/shge9e/caleb_westbrooks_wa...': 1 (0.0%) + '/r/every15min/comments/shge9f/currently_its_januar...': 1 (0.0%) + '/r/miraculousladybug/comments/shge9g/rip_adrien_an...': 1 (0.0%) + '/r/Yarnswap/comments/shge9h/february_2022_confirme...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,843,162 +Booleans: true:0 (0.0%), false:29,843,162 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 29,843,162/29,843,162 (100.0%) +Types: int:20,514,935, NoneType:9,328,227 +Null/Empty: null:9,328,227 +Numeric values: 20,514,935 total +Numeric range: min:0, max:7, avg:3.6 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 10,798,172 (52.6%) + 0: 8,407,786 (41.0%) + 7: 1,308,452 (6.4%) + 1: 449 (0.0%) + 3: 51 (0.0%) + 5: 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,843,162 +Booleans: true:18,456 (0.1%), false:29,824,706 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 29,843,162/29,843,162 (100.0%) +Types: NoneType:29,843,162 +Null/Empty: null:29,843,162 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 29,843,162/29,843,162 (100.0%) +Types: NoneType:20,339,198, str:9,503,964 +Null/Empty: null:20,339,198 +String length avg: 7.5 +Unique strings tracked: 9 +String values distribution: + 'deleted': 3,800,053 (40.0%) + 'moderator': 3,043,397 (32.0%) + 'reddit': 2,490,623 (26.2%) + 'automod_filtered': 119,131 (1.3%) + 'copyright_takedown': 23,908 (0.3%) + 'author': 19,931 (0.2%) + 'content_takedown': 6,720 (0.1%) + 'anti_evil_ops': 110 (0.0%) + 'community_ops': 91 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 29,843,162/29,843,162 (100.0%) +Types: int:29,843,162 +Numeric values: 29,843,162 total +Numeric range: min:1,645,240,096, max:1,656,095,762, avg:1654115945.9 +Numeric std dev: 205803.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 29,843,162/29,843,162 (100.0%) +Types: int:29,843,162 +Numeric values: 29,843,162 total +Numeric range: min:1,645,240,096, max:1,656,095,762, avg:1654115945.9 +Numeric std dev: 205803.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 29,843,162/29,843,162 (100.0%) +Types: int:29,843,162 +Numeric values: 29,843,162 total +Numeric range: min:0, max:265,929, avg:61.8 +Numeric std dev: 886.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 29,843,162/29,843,162 (100.0%) +Types: NoneType:26,350,079, dict:3,493,083 +Null/Empty: null:26,350,079 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 29,843,162/29,843,162 (100.0%) +Types: dict:29,843,162 +Null/Empty: empty_obj:27,194,499 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 29,843,162/29,843,162 (100.0%) +Types: str:29,843,162 +Null/Empty: empty_str:15,633,266 +String length avg: 278.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 914 (0.0%) + '[deleted]': 512 (0.0%) + 'Disclosure: I play EXCLUSIVELY as a straight male....': 4 (0.0%) + '[ Removed by reddit in response to a copyright not...': 4 (0.0%) + 'Dominant by nature but relaxed, affectionate, and ...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,843,162 +Booleans: true:27,428,301 (91.9%), false:2,414,861 (8.1%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,843,162 +Booleans: true:275,127 (0.9%), false:29,568,035 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 29,843,162/29,843,162 (100.0%) +Types: bool:29,843,162 +Booleans: true:80,411 (0.3%), false:29,762,751 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 29,843,162/29,843,162 (100.0%) +Types: str:29,843,162 +String length avg: 11.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PlayboyOnReddit': 24 (0.0%) + 'AskReddit': 15 (0.0%) + 'u_news247planet': 9 (0.0%) + 'dirtykikpals': 7 (0.0%) + 'GaySnapchat': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 29,843,162/29,843,162 (100.0%) +Types: str:29,843,162 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2hvo1t': 24 (0.0%) + 't5_2qh1i': 15 (0.0%) + 't5_57y7rn': 9 (0.0%) + 't5_2wtau': 7 (0.0%) + 't5_2yzi6': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 29,843,162/29,843,162 (100.0%) +Types: str:29,843,162 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/PlayboyOnReddit': 24 (0.0%) + 'r/AskReddit': 15 (0.0%) + 'u/news247planet': 9 (0.0%) + 'r/dirtykikpals': 7 (0.0%) + 'r/GaySnapchat': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 29,843,162/29,843,162 (100.0%) +Types: int:29,843,162 +Numeric values: 29,843,162 total +Numeric range: min:-691, max:40,904,856, avg:1228123.4 +Numeric std dev: 4914861.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 29,843,162/29,843,162 (100.0%) +Types: str:29,843,162 +String length avg: 6.0 +Unique strings tracked: 4 +String values distribution: + 'public': 26,761,034 (89.7%) + 'user': 1,815,063 (6.1%) + 'restricted': 1,267,041 (4.2%) + 'archived': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 29,843,162/29,843,162 (100.0%) +Types: NoneType:23,435,428, str:6,407,734 +Null/Empty: null:23,435,428 +String length avg: 4.5 +Unique strings tracked: 8 +String values distribution: + 'qa': 1,834,706 (28.6%) + 'new': 1,745,593 (27.2%) + 'confidence': 1,546,921 (24.1%) + 'top': 942,482 (14.7%) + 'old': 272,705 (4.3%) + 'controversial': 37,830 (0.6%) + 'live': 24,898 (0.4%) + 'random': 2,599 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 29,843,162/29,843,162 (100.0%) +Types: str:29,843,162 +Null/Empty: empty_str:16,614 +String length avg: 21.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,287 (0.0%) + 'self': 1,026 (0.0%) + 'nsfw': 910 (0.0%) + 'image': 32 (0.0%) + 'spoiler': 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 29,843,162/29,843,162 (100.0%) +Types: str:29,843,162 +String length avg: 50.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted by user]': 125 (0.0%) + '[f] [s elling] 🌸 wanna cum with cute 19yo? sexy la...': 14 (0.0%) + 'Daphne Klyde fucks her pierced peach in the hay': 4 (0.0%) + 'February 2022 Confirmed Trade Thread': 3 (0.0%) + 'both of us are 18... will you still fuck us?': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 29,843,162/29,843,162 (100.0%) +Types: NoneType:29,841,769, str:1,393 +Null/Empty: null:29,841,769 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 1,393 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 29,843,162/29,843,162 (100.0%) +Types: int:29,843,162 +Numeric values: 29,843,162 total +Numeric range: min:0, max:10,229, avg:0.1 +Numeric std dev: 3.0 +Unique numbers tracked: 437 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 29,843,162/29,843,162 (100.0%) +Types: list:29,843,162 +Null/Empty: empty_arr:29,843,004 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 29,843,162/29,843,162 (100.0%) +Types: float:29,843,162 +Numeric values: 29,843,162 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 29,843,162/29,843,162 (100.0%) +Types: str:29,843,162 +Null/Empty: empty_str:44 +String length avg: 62.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/qSIANHs.jpg': 12 (0.0%) + 'https://i.imgur.com/pvD8Hqr.jpg': 4 (0.0%) + 'https://www.pirouvr.com/watch.php?id=7773300/daphn...': 4 (0.0%) + '/r/IcoInvestor/comments/shge0s/token_casini_csn_er...': 3 (0.0%) + 'https://i.imgur.com/vj2MyAI.gifv': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 29,843,162/29,843,162 (100.0%) +Types: NoneType:29,843,162 +Null/Empty: null:29,843,162 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 29,843,162/29,843,162 (100.0%) +Types: str:20,514,935, NoneType:9,328,227 +Null/Empty: null:9,328,227 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 10,698,568 (52.2%) + 'no_ads': 8,407,786 (41.0%) + 'some_ads': 1,274,843 (6.2%) + 'promo_adult_nsfw': 133,264 (0.6%) + 'house_only': 449 (0.0%) + 'promo_all': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 29,843,162/29,843,162 (100.0%) +Types: int:20,514,935, NoneType:9,328,227 +Null/Empty: null:9,328,227 +Numeric values: 20,514,935 total +Numeric range: min:0, max:7, avg:3.6 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 10,698,568 (52.2%) + 0: 8,407,786 (41.0%) + 7: 1,274,843 (6.2%) + 3: 133,264 (0.6%) + 1: 449 (0.0%) + 5: 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 29,826,548/29,843,162 (99.9%) +Types: int:19,133,809, NoneType:10,692,739 +Null/Empty: null:10,692,739 +Numeric values: 19,133,809 total +Numeric range: min:0, max:140, avg:104.3 +Numeric std dev: 46.6 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 29,826,548/29,843,162 (99.9%) +Types: int:19,133,809, NoneType:10,692,739 +Null/Empty: null:10,692,739 +Numeric values: 19,133,809 total +Numeric range: min:0, max:140, avg:122.7 +Numeric std dev: 45.9 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 21,611,050/29,843,162 (72.4%) +Types: list:21,611,050 +Null/Empty: empty_arr:20,323,004 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 21,611,050/29,843,162 (72.4%) +Types: str:21,611,050 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 20,323,004 (94.0%) + 'richtext': 1,288,046 (6.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 21,611,050/29,843,162 (72.4%) +Types: str:21,611,050 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 84 (0.0%) + 't2_gluihzf6': 36 (0.0%) + 't2_ce31mfoq': 20 (0.0%) + 't2_fpn9c4gq': 11 (0.0%) + 't2_6k32is7a': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 21,611,050/29,843,162 (72.4%) +Types: bool:21,611,050 +Booleans: true:0 (0.0%), false:21,611,050 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 21,611,050/29,843,162 (72.4%) +Types: bool:21,611,050 +Booleans: true:778,122 (3.6%), false:20,832,928 (96.4%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 17,262,695/29,843,162 (57.8%) +Types: str:17,262,695 +String length avg: 46.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/qSIANHs.jpg': 20 (0.0%) + 'https://i.imgur.com/pvD8Hqr.jpg': 7 (0.0%) + 'https://redgifs.com/watch/darkgreylightgoldenrodba...': 6 (0.0%) + 'https://i.imgur.com/GMHsQaI.png': 6 (0.0%) + 'https://redgifs.com/watch/acclaimedknobbynautilus': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 10,030,852/29,843,162 (33.6%) +Types: str:10,030,852 +String length avg: 5.8 +Unique strings tracked: 7 +String values distribution: + 'image': 5,397,257 (53.8%) + 'link': 1,976,528 (19.7%) + 'rich:video': 1,364,062 (13.6%) + 'self': 680,105 (6.8%) + 'hosted:video': 612,393 (6.1%) + 'video': 353 (0.0%) + 'gallery': 154 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 10,030,852/29,843,162 (33.6%) +Types: dict:10,030,852 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 8,824,432/29,843,162 (29.6%) +Types: str:8,824,432 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '97d49b66-00e1-11e5-9851-0ed0ad7e451d': 6 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 5 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 5 (0.0%) + 'f4bbbcd8-8b0f-11eb-b735-0e70e78cefed': 5 (0.0%) + '14bbc316-ef4e-11e9-a024-0e7ded3a8d14': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 1,961,133/29,843,162 (6.6%) +Types: dict:1,302,393, NoneType:658,740 +Null/Empty: null:658,740, empty_obj:1 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 1,616,887/29,843,162 (5.4%) +Types: dict:1,052,309, NoneType:564,578 +Null/Empty: null:564,578 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 1,616,887/29,843,162 (5.4%) +Types: bool:1,616,887 +Booleans: true:1,616,887 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,488,543/29,843,162 (5.0%) +Types: str:1,488,543 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_shg4a4': 21 (0.0%) + 't3_shh333': 17 (0.0%) + 't3_shekt1': 15 (0.0%) + 't3_shgt1i': 11 (0.0%) + 't3_sgaw4v': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,488,543/29,843,162 (5.0%) +Types: list:1,488,543 +Null/Empty: empty_arr:385,039 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 177,235/29,843,162 (0.6%) +Types: str:177,235 +Null/Empty: empty_str:150,208 +String length avg: 8.8 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 11,257 (41.7%) + 'Sign Up': 4,453 (16.5%) + 'Shop Now': 3,592 (13.3%) + 'Download': 2,630 (9.7%) + 'View More': 1,263 (4.7%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 136,590/29,843,162 (0.5%) +Types: dict:104,429, NoneType:32,161 +Null/Empty: null:32,161 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 66,787/29,843,162 (0.2%) +Types: bool:66,787 +Booleans: true:66,787 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 32,856/29,843,162 (0.1%) +Types: NoneType:32,856 +Null/Empty: null:32,856 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 32,856/29,843,162 (0.1%) +Types: NoneType:32,856 +Null/Empty: null:32,856 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 32,856/29,843,162 (0.1%) +Types: str:32,710, NoneType:146 +Null/Empty: null:146 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_dedadsm2': 766 (2.3%) + 't2_a2bt0777': 196 (0.6%) + 't2_d7ijdabd': 195 (0.6%) + 't2_4kfv0g6z': 126 (0.4%) + 't2_35k3fpe1': 102 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 32,856/29,843,162 (0.1%) +Types: str:28,680, NoneType:4,176 +Null/Empty: null:4,176, empty_str:27 +String length avg: 16.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'play.google.com': 191 (0.7%) + 'itunes.apple.com': 155 (0.5%) + 'apps.apple.com': 114 (0.4%) + 'xbox.com': 112 (0.4%) + 'store.warhammer.totalwar.com': 99 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 32,856/29,843,162 (0.1%) +Types: NoneType:32,845, str:11 +Null/Empty: null:32,845 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 6 (54.5%) + 'iframe': 5 (45.5%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 32,856/29,843,162 (0.1%) +Types: NoneType:32,845, str:11 +Null/Empty: null:32,845 +String length avg: 59.9 +Unique strings tracked: 8 +String values distribution: + 'https://d3gd82zhqhbx6t.cloudfront.net': 2 (18.2%) + 'https://d4wggo22afv97.cloudfront.net': 2 (18.2%) + 'https://www.youtube.com/watch?v=PWnDS45iDj4': 2 (18.2%) + 'https://d3gd82zhqhbx6t.cloudfront.net/play.html': 1 (9.1%) + 'https://asana.com/campaign/lwa/do?utm_source=Reddi...': 1 (9.1%) + 'https://www.youtube.com/watch?v=XuXwkNwH6ks': 1 (9.1%) + 'https://ad.doubleclick.net/ddm/trackclk/N572608.13...': 1 (9.1%) + 'https://www.youtube.com/watch?v=YSKLSkHnMvw': 1 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 32,856/29,843,162 (0.1%) +Types: list:32,856 +Null/Empty: empty_arr:32,856 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 32,856/29,843,162 (0.1%) +Types: list:32,856 +Null/Empty: empty_arr:32,856 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 32,856/29,843,162 (0.1%) +Types: str:32,856 +String length avg: 119.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://itunes.apple.com/us/app/test/idd123': 67 (0.2%) + 'https://play.google.com/store/apps/details?id=com....': 63 (0.2%) + 'https://www.purition.co.uk/keto-smoothies/?utm_sou...': 25 (0.1%) + 'https://www.myollie.com/?offer_code=RDJUNE50&u...': 18 (0.1%) + 'https://apps.apple.com/us/app/id1413721906': 17 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 32,856/29,843,162 (0.1%) +Types: NoneType:32,856 +Null/Empty: null:32,856 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 32,856/29,843,162 (0.1%) +Types: NoneType:32,856 +Null/Empty: null:32,856 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 32,856/29,843,162 (0.1%) +Types: bool:32,856 +Booleans: true:0 (0.0%), false:32,856 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 32,856/29,843,162 (0.1%) +Types: str:32,856 +Null/Empty: empty_str:12,859 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/Ym9R6pGeYiPH...': 108 (0.5%) + 'https://reddit-image.s3.amazonaws.com/PT3ExjLrWTaL...': 92 (0.5%) + 'https://reddit-image.s3.amazonaws.com/BtkTDP1IqGZ4...': 63 (0.3%) + 'https://reddit-image.s3.amazonaws.com/dS8OUt0VukCl...': 51 (0.3%) + 'https://reddit-image.s3.amazonaws.com/CTKB0IuG1wpN...': 20 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 32,856/29,843,162 (0.1%) +Types: NoneType:32,856 +Null/Empty: null:32,856 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 32,856/29,843,162 (0.1%) +Types: dict:32,856 +Null/Empty: empty_obj:32,856 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 32,856/29,843,162 (0.1%) +Types: NoneType:32,856 +Null/Empty: null:32,856 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 32,856/29,843,162 (0.1%) +Types: bool:32,856 +Booleans: true:2 (0.0%), false:32,854 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 32,856/29,843,162 (0.1%) +Types: NoneType:32,856 +Null/Empty: null:32,856 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 32,856/29,843,162 (0.1%) +Types: NoneType:32,856 +Null/Empty: null:32,856 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 32,856/29,843,162 (0.1%) +Types: NoneType:32,856 +Null/Empty: null:32,856 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 32,856/29,843,162 (0.1%) +Types: bool:32,856 +Booleans: true:32,856 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 32,856/29,843,162 (0.1%) +Types: NoneType:32,856 +Null/Empty: null:32,856 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 32,856/29,843,162 (0.1%) +Types: list:32,856 +Null/Empty: empty_arr:32,856 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 32,856/29,843,162 (0.1%) +Types: NoneType:32,856 +Null/Empty: null:32,856 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 32,856/29,843,162 (0.1%) +Types: NoneType:32,856 +Null/Empty: null:32,856 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 32,854/29,843,162 (0.1%) +Types: NoneType:32,854 +Null/Empty: null:32,854 + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 32,854/29,843,162 (0.1%) +Types: bool:32,854 +Booleans: true:0 (0.0%), false:32,854 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 32,854/29,843,162 (0.1%) +Types: NoneType:32,854 +Null/Empty: null:32,854 + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 17,617/29,843,162 (0.1%) +Types: dict:17,617 + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 11,463/29,843,162 (0.0%) +Types: list:11,463 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,484/29,843,162 (0.0%) +Types: float:1,484 +Numeric values: 1,484 total +Numeric range: min:1,637,456,400.0, max:9,457,419,600.0, avg:1654787728.1 +Numeric std dev: 260523450.7 +Unique numbers tracked: 985 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,484/29,843,162 (0.0%) +Types: bool:1,484 +Booleans: true:0 (0.0%), false:1,484 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,484/29,843,162 (0.0%) +Types: float:1,484 +Numeric values: 1,484 total +Numeric range: min:1,637,442,000.0, max:9,457,405,200.0, avg:1654721087.9 +Numeric std dev: 260525172.5 +Unique numbers tracked: 994 + +──────────────────────────────────────────────────────────── +FIELD: live_audio Occurrence: 194/29,843,162 (0.0%) +Types: dict:194 + +──────────────────────────────────────────────────────────── +FIELD: tournament_data Occurrence: 88/29,843,162 (0.0%) +Types: dict:88 + +================================================================================ + +================================================================================ +FILE: RS_2022-03.jsonl +Analysis Time: 2026-01-15 12:16:34 +================================================================================ +Processed lines: 32,677,372 +Total unique fields: 136 +Max unique values tracked per field: 1,000 +Sample size: 32,677,372 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 32,677,372/32,677,372 (100.0%) +Types: list:32,677,372 +Null/Empty: empty_arr:31,785,859 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:32,677,372 +Booleans: true:1,305,139 (4.0%), false:31,372,233 (96.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:32,677,372 +Booleans: true:0 (0.0%), false:32,677,372 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 32,677,372/32,677,372 (100.0%) +Types: str:32,677,372 +String length avg: 11.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 470 (0.0%) + 'AutoModerator': 93 (0.0%) + 'PlayboyOnReddit2': 38 (0.0%) + 'sharewithme': 22 (0.0%) + 'introsort': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 32,677,372/32,677,372 (100.0%) +Types: int:23,968,353, NoneType:8,709,019 +Null/Empty: null:8,709,019 +Numeric values: 23,968,353 total +Numeric range: min:1,120,363,200, max:1,648,771,114, avg:1584288768.5 +Numeric std dev: 76305820.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 32,677,372/32,677,372 (100.0%) +Types: NoneType:22,027,413, str:10,649,959 +Null/Empty: null:22,027,413, empty_str:9,217,292 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 4,086 (0.3%) + '#dadada': 1,089 (0.1%) + '#edeff1': 837 (0.1%) + '#d3d6da': 679 (0.0%) + '#ea0027': 671 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 32,677,372/32,677,372 (100.0%) +Types: NoneType:31,532,906, str:1,144,466 +Null/Empty: null:31,532,906, empty_str:156,147 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'green': 101 (0.0%) + 'default': 58 (0.0%) + 'vam': 47 (0.0%) + 'team-harmony': 41 (0.0%) + 'tier2': 32 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 32,677,372/32,677,372 (100.0%) +Types: NoneType:30,729,925, str:1,947,447 +Null/Empty: null:30,729,925 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '42a2a1cc-16ad-11ec-bd64-c2025446f9e2': 18 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 16 (0.0%) + '55bac45a-146f-11e7-839d-0ef2495765a4': 15 (0.0%) + '234c5a54-6593-11ec-a8ff-1afe6e0db89e': 14 (0.0%) + '241b91da-9346-11ec-b62d-aa2e850d5c97': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 32,677,372/32,677,372 (100.0%) +Types: NoneType:30,204,404, str:2,472,968 +Null/Empty: null:30,204,404, empty_str:149,759 +String length avg: 16.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + ':restored:': 27 (0.0%) + 'UNVERIFIED': 21 (0.0%) + 'Mod': 17 (0.0%) + 'FC: <unknown> Trainer name: <unknown>': 14 (0.0%) + 'Verified': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 32,677,372/32,677,372 (100.0%) +Types: NoneType:21,512,192, str:11,165,180 +Null/Empty: null:21,512,192, empty_str:34,735 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 10,641,742 (95.6%) + 'light': 488,703 (4.4%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 32,677,372/32,677,372 (100.0%) +Types: list:32,677,372 +Null/Empty: empty_arr:32,677,372 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 32,677,372/32,677,372 (100.0%) +Types: NoneType:32,677,372 +Null/Empty: null:32,677,372 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:32,677,372 +Booleans: true:23,999,933 (73.4%), false:8,677,439 (26.6%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:32,677,372 +Booleans: true:0 (0.0%), false:32,677,372 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 32,677,372/32,677,372 (100.0%) +Types: NoneType:32,381,528, str:295,844 +Null/Empty: null:32,381,528, empty_str:295,286 +String length avg: 12.6 +Unique strings tracked: 12 +Top 5 string values: + 'drawing_and_painting': 189 (33.9%) + 'animals': 133 (23.8%) + 'photography': 104 (18.6%) + 'gaming': 45 (8.1%) + 'entertainment': 32 (5.7%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 32,677,372/32,677,372 (100.0%) +Types: NoneType:32,476,731, list:200,641 +Null/Empty: null:32,476,731 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:32,677,372 +Booleans: true:24,326 (0.1%), false:32,653,046 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 32,677,372/32,677,372 (100.0%) +Types: int:32,677,372 +Numeric values: 32,677,372 total +Numeric range: min:1,646,092,800, max:1,648,771,199, avg:1647435187.7 +Numeric std dev: 775828.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 32,677,372/32,677,372 (100.0%) +Types: NoneType:32,434,814, str:242,558 +Null/Empty: null:32,434,814 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 242,558 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 32,677,372/32,677,372 (100.0%) +Types: NoneType:32,631,291, str:46,081 +Null/Empty: null:32,631,291 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 46,045 (99.9%) + 'admin': 36 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 32,677,372/32,677,372 (100.0%) +Types: str:32,677,372 +Null/Empty: empty_str:40 +String length avg: 12.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 538 (0.0%) + 'reddit.com': 180 (0.0%) + 'redgifs.com': 101 (0.0%) + 'i.imgur.com': 84 (0.0%) + 'v.redd.it': 58 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:31,999,809, float:677,563 +Booleans: true:0 (0.0%), false:31,999,809 (100.0%) +Numeric values: 677,563 total +Numeric range: min:1,646,093,036.0, max:1,655,789,556.0, avg:1647575083.9 +Numeric std dev: 962217.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 32,677,372/32,677,372 (100.0%) +Types: int:32,677,372 +Numeric values: 32,677,372 total +Numeric range: min:0, max:95, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 28 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 32,677,372/32,677,372 (100.0%) +Types: dict:32,677,372 +Null/Empty: empty_obj:32,315,479 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:32,677,372 +Booleans: true:0 (0.0%), false:32,677,372 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:32,677,372 +Booleans: true:16,171 (0.0%), false:32,661,201 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 32,677,372/32,677,372 (100.0%) +Types: str:32,677,372 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3t85s': 1 (0.0%) + 't3tu9w': 1 (0.0%) + 't3tu9x': 1 (0.0%) + 't3tu9y': 1 (0.0%) + 't3tua0': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:32,677,372 +Booleans: true:39,977 (0.1%), false:32,637,395 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:32,677,372 +Booleans: true:18,406,570 (56.3%), false:14,270,802 (43.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:32,677,372 +Booleans: true:71 (0.0%), false:32,677,301 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:32,677,372 +Booleans: true:217,696 (0.7%), false:32,459,676 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:32,677,372 +Booleans: true:10,235,156 (31.3%), false:22,442,216 (68.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:32,677,372 +Booleans: true:18,472,277 (56.5%), false:14,205,095 (43.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:32,677,372 +Booleans: true:11,628,158 (35.6%), false:21,049,214 (64.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:32,677,372 +Booleans: true:1,052,740 (3.2%), false:31,624,632 (96.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 32,677,372/32,677,372 (100.0%) +Types: str:32,624,508, NoneType:52,864 +Null/Empty: null:52,864, empty_str:23,286,080 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 487 (0.0%) + '#ea0027': 371 (0.0%) + '#0079d3': 314 (0.0%) + '#ff66ac': 311 (0.0%) + '#ffd635': 286 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 32,677,372/32,677,372 (100.0%) +Types: NoneType:21,188,334, str:11,489,038 +Null/Empty: null:21,188,334, empty_str:7,042,092 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 145 (0.0%) + 'question': 121 (0.0%) + 'meme': 48 (0.0%) + 'orange': 46 (0.0%) + 'blue': 46 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 32,677,372/32,677,372 (100.0%) +Types: list:32,677,372 +Null/Empty: empty_arr:26,557,386 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 32,677,372/32,677,372 (100.0%) +Types: NoneType:20,497,138, str:12,180,234 +Null/Empty: null:20,497,138, empty_str:421 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 79 (0.0%) + 'Question': 52 (0.0%) + 'Meme': 23 (0.0%) + 'Video': 19 (0.0%) + 'Game Help': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 32,677,372/32,677,372 (100.0%) +Types: str:32,608,484, NoneType:68,888 +Null/Empty: null:68,888 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 27,396,506 (84.0%) + 'light': 5,211,978 (16.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 32,677,372/32,677,372 (100.0%) +Types: str:32,677,372 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 26,557,386 (81.3%) + 'richtext': 6,119,986 (18.7%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:32,677,372 +Booleans: true:797,841 (2.4%), false:31,879,531 (97.6%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 32,677,372/32,677,372 (100.0%) +Types: NoneType:28,531,623, dict:4,145,749 +Null/Empty: null:28,531,623 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 32,677,372/32,677,372 (100.0%) +Types: dict:32,677,372 +Null/Empty: empty_obj:29,581,579 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:32,677,372 +Booleans: true:656 (0.0%), false:32,676,716 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 32,677,372/32,677,372 (100.0%) +Types: str:32,677,372 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_t3t85s': 1 (0.0%) + 't3_t3tu9w': 1 (0.0%) + 't3_t3tu9x': 1 (0.0%) + 't3_t3tu9y': 1 (0.0%) + 't3_t3tua0': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:32,677,372 +Booleans: true:15,426,894 (47.2%), false:17,250,478 (52.8%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 32,677,372/32,677,372 (100.0%) +Types: int:32,677,372 +Numeric values: 32,677,372 total +Numeric range: min:0, max:81,376, avg:6.9 +Numeric std dev: 81.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 32,677,372/32,677,372 (100.0%) +Types: int:32,677,372 +Numeric values: 32,677,372 total +Numeric range: min:0, max:3,864, avg:0.0 +Numeric std dev: 2.0 +Unique numbers tracked: 279 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:32,677,372 +Booleans: true:12,193,553 (37.3%), false:20,483,819 (62.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 32,677,372/32,677,372 (100.0%) +Types: str:22,166,174, NoneType:10,511,198 +Null/Empty: null:10,511,198 +String length avg: 6.6 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 11,618,835 (52.4%) + 'no_ads': 9,161,991 (41.3%) + 'some_ads': 1,384,875 (6.2%) + 'house_only': 410 (0.0%) + 'promo_adult_nsfw': 47 (0.0%) + 'promo_all': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 32,677,372/32,677,372 (100.0%) +Types: str:32,677,372 +String length avg: 66.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/AwardBonanza/comments/t3t85s/its_finally_my_2nd...': 1 (0.0%) + '/r/Eurodance/comments/t3tu9w/2_unlimited_no_limit/': 1 (0.0%) + '/r/Pen_Swap/comments/t3tu9x/march_2022_confirmed_t...': 1 (0.0%) + '/r/Yarnswap/comments/t3tu9y/march_2022_confirmed_t...': 1 (0.0%) + '/r/2007scape/comments/t3tua0/best_place_to_kill_mo...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:32,677,372 +Booleans: true:0 (0.0%), false:32,677,372 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 32,677,372/32,677,372 (100.0%) +Types: int:22,166,174, NoneType:10,511,198 +Null/Empty: null:10,511,198 +Numeric values: 22,166,174 total +Numeric range: min:0, max:7, avg:3.6 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 11,618,835 (52.4%) + 0: 9,161,991 (41.3%) + 7: 1,384,875 (6.2%) + 1: 410 (0.0%) + 3: 47 (0.0%) + 5: 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:32,677,372 +Booleans: true:15,681 (0.0%), false:32,661,691 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 32,677,372/32,677,372 (100.0%) +Types: NoneType:32,677,372 +Null/Empty: null:32,677,372 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 32,677,372/32,677,372 (100.0%) +Types: NoneType:18,734,210, str:13,943,162 +Null/Empty: null:18,734,210 +String length avg: 7.4 +Unique strings tracked: 9 +String values distribution: + 'deleted': 7,738,702 (55.5%) + 'moderator': 3,298,133 (23.7%) + 'reddit': 2,707,503 (19.4%) + 'automod_filtered': 130,134 (0.9%) + 'copyright_takedown': 38,085 (0.3%) + 'author': 21,888 (0.2%) + 'content_takedown': 8,473 (0.1%) + 'anti_evil_ops': 147 (0.0%) + 'community_ops': 97 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 32,677,372/32,677,372 (100.0%) +Types: int:32,677,372 +Numeric values: 32,677,372 total +Numeric range: min:1,654,032,141, max:1,656,091,229, avg:1654065319.4 +Numeric std dev: 77819.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 32,677,372/32,677,372 (100.0%) +Types: int:32,677,372 +Numeric values: 32,677,372 total +Numeric range: min:1,654,032,141, max:1,656,091,229, avg:1654065319.4 +Numeric std dev: 77819.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 32,677,372/32,677,372 (100.0%) +Types: int:32,677,372 +Numeric values: 32,677,372 total +Numeric range: min:0, max:323,330, avg:62.7 +Numeric std dev: 886.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 32,677,372/32,677,372 (100.0%) +Types: NoneType:28,531,623, dict:4,145,749 +Null/Empty: null:28,531,623 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 32,677,372/32,677,372 (100.0%) +Types: dict:32,677,372 +Null/Empty: empty_obj:29,581,579 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 32,677,372/32,677,372 (100.0%) +Types: str:32,677,372 +Null/Empty: empty_str:17,287,573 +String length avg: 277.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 950 (0.0%) + '[deleted]': 642 (0.0%) + 'Do you have a type? I was discussing types with on...': 3 (0.0%) + 'I have an RTX 2080, 16 gigs of ram, and an intel i...': 2 (0.0%) + 'Pegging Equipment Webinar tonight at 5PM PST!! + +2 ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:32,677,372 +Booleans: true:29,833,504 (91.3%), false:2,843,868 (8.7%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:32,677,372 +Booleans: true:518,342 (1.6%), false:32,159,030 (98.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 32,677,372/32,677,372 (100.0%) +Types: bool:32,677,372 +Booleans: true:82,528 (0.3%), false:32,594,844 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 32,677,372/32,677,372 (100.0%) +Types: str:32,677,372 +String length avg: 11.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PlayboyOnReddit': 26 (0.0%) + 'AskReddit': 16 (0.0%) + 'Eldenring': 14 (0.0%) + 'GaySnapchat': 13 (0.0%) + 'memes': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 32,677,372/32,677,372 (100.0%) +Types: str:32,677,372 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2hvo1t': 26 (0.0%) + 't5_2qh1i': 16 (0.0%) + 't5_122hf1': 14 (0.0%) + 't5_2yzi6': 13 (0.0%) + 't5_2qjpg': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 32,677,372/32,677,372 (100.0%) +Types: str:32,677,372 +String length avg: 13.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/PlayboyOnReddit': 26 (0.0%) + 'r/AskReddit': 16 (0.0%) + 'r/Eldenring': 14 (0.0%) + 'r/GaySnapchat': 13 (0.0%) + 'r/memes': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 32,677,372/32,677,372 (100.0%) +Types: int:32,677,372 +Numeric values: 32,677,372 total +Numeric range: min:-691, max:157,050,201, avg:1207226.4 +Numeric std dev: 4873010.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 32,677,372/32,677,372 (100.0%) +Types: str:32,677,372 +String length avg: 6.0 +Unique strings tracked: 4 +String values distribution: + 'public': 29,432,949 (90.1%) + 'user': 2,001,554 (6.1%) + 'restricted': 1,242,865 (3.8%) + 'archived': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 32,677,372/32,677,372 (100.0%) +Types: NoneType:25,741,891, str:6,935,481 +Null/Empty: null:25,741,891 +String length avg: 4.4 +Unique strings tracked: 8 +String values distribution: + 'qa': 2,021,804 (29.2%) + 'new': 1,918,062 (27.7%) + 'confidence': 1,684,007 (24.3%) + 'top': 978,227 (14.1%) + 'old': 284,529 (4.1%) + 'live': 29,292 (0.4%) + 'controversial': 17,407 (0.3%) + 'random': 2,153 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 32,677,372/32,677,372 (100.0%) +Types: str:32,677,372 +Null/Empty: empty_str:14,339 +String length avg: 21.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,141 (0.0%) + 'self': 927 (0.0%) + 'nsfw': 875 (0.0%) + 'spoiler': 26 (0.0%) + 'image': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 32,677,372/32,677,372 (100.0%) +Types: str:32,677,372 +String length avg: 55.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted by user]': 120 (0.0%) + 'Anyone here appreciate them?': 7 (0.0%) + 'Virgin vs Baltic Finnish Yes Chad & Spurdo Spä...': 4 (0.0%) + 'Hubby’s about to come home from a 4 day boys trip…...': 4 (0.0%) + 'March 2022 Confirmed Trade Thread': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 32,677,372/32,677,372 (100.0%) +Types: NoneType:32,675,913, str:1,459 +Null/Empty: null:32,675,913 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 1,459 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 32,677,372/32,677,372 (100.0%) +Types: int:32,677,372 +Numeric values: 32,677,372 total +Numeric range: min:0, max:2,799, avg:0.1 +Numeric std dev: 1.6 +Unique numbers tracked: 315 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 32,677,372/32,677,372 (100.0%) +Types: list:32,677,372 +Null/Empty: empty_arr:32,677,132 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 32,677,372/32,677,372 (100.0%) +Types: float:32,677,372 +Numeric values: 32,677,372 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 32,677,372/32,677,372 (100.0%) +Types: str:32,677,372 +Null/Empty: empty_str:60 +String length avg: 61.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/complicatedsoggyfawn': 7 (0.0%) + 'https://i.imgur.com/JEQaYXG.jpg': 3 (0.0%) + '/r/china_middleeast/comments/t3trw4/chinas_politic...': 2 (0.0%) + 'https://youtu.be/SvXl2LR75-E': 2 (0.0%) + 'https://happymag.tv/2022-goovin-the-moo-line-up/': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 32,677,372/32,677,372 (100.0%) +Types: NoneType:32,677,372 +Null/Empty: null:32,677,372 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 32,677,372/32,677,372 (100.0%) +Types: str:22,166,171, NoneType:10,511,201 +Null/Empty: null:10,511,201 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 11,468,931 (51.7%) + 'no_ads': 9,161,988 (41.3%) + 'some_ads': 1,335,565 (6.0%) + 'promo_adult_nsfw': 199,261 (0.9%) + 'house_only': 410 (0.0%) + 'promo_all': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 32,677,372/32,677,372 (100.0%) +Types: int:22,166,171, NoneType:10,511,201 +Null/Empty: null:10,511,201 +Numeric values: 22,166,171 total +Numeric range: min:0, max:7, avg:3.6 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 11,468,931 (51.7%) + 0: 9,161,988 (41.3%) + 7: 1,335,565 (6.0%) + 3: 199,261 (0.9%) + 1: 410 (0.0%) + 5: 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 32,663,033/32,677,372 (100.0%) +Types: int:20,959,819, NoneType:11,703,214 +Null/Empty: null:11,703,214 +Numeric values: 20,959,819 total +Numeric range: min:0, max:140, avg:117.3 +Numeric std dev: 31.7 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 32,663,033/32,677,372 (100.0%) +Types: int:20,959,819, NoneType:11,703,214 +Null/Empty: null:11,703,214 +Numeric values: 20,959,819 total +Numeric range: min:0, max:140, avg:137.1 +Numeric std dev: 19.7 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 24,011,090/32,677,372 (73.5%) +Types: list:24,011,090 +Null/Empty: empty_arr:22,567,554 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 24,011,090/32,677,372 (73.5%) +Types: str:24,011,090 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 22,567,554 (94.0%) + 'richtext': 1,443,536 (6.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 24,011,090/32,677,372 (73.5%) +Types: str:24,011,090 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 93 (0.0%) + 't2_gluihzf6': 38 (0.0%) + 't2_bcevk': 22 (0.0%) + 't2_985kxbt1': 19 (0.0%) + 't2_6mkaopar': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 24,011,090/32,677,372 (73.5%) +Types: bool:24,011,090 +Booleans: true:0 (0.0%), false:24,011,090 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 24,011,090/32,677,372 (73.5%) +Types: bool:24,011,090 +Booleans: true:940,128 (3.9%), false:23,070,962 (96.1%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 21,049,155/32,677,372 (64.4%) +Types: str:21,049,155 +String length avg: 46.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/complicatedsoggyfawn': 8 (0.0%) + 'https://redgifs.com/watch/snivelingscratchyphalaro...': 7 (0.0%) + 'https://www.reddit.com/gallery/t3tvcu': 6 (0.0%) + 'https://i.imgur.com/ifM58uq.jpg': 5 (0.0%) + 'https://youtube.com/watch?v=80ERtwJzTLQ&featur...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 11,231,605/32,677,372 (34.4%) +Types: str:11,231,605 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '56473fd2-9649-11ec-bef4-1edf0f12e8db': 12 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 8 (0.0%) + 'eeda3d12-89d1-11e9-9edf-0e482b4993fa': 8 (0.0%) + '5222158a-89d1-11e9-9a39-0e8746c5ffa8': 6 (0.0%) + 'c4d23e44-8781-11ea-a2f4-0e5ba116084d': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 10,935,348/32,677,372 (33.5%) +Types: str:10,935,348 +String length avg: 5.9 +Unique strings tracked: 7 +String values distribution: + 'image': 5,752,211 (52.6%) + 'link': 2,266,678 (20.7%) + 'rich:video': 1,527,980 (14.0%) + 'hosted:video': 695,524 (6.4%) + 'self': 692,265 (6.3%) + 'video': 497 (0.0%) + 'gallery': 193 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 10,935,348/32,677,372 (33.5%) +Types: dict:10,935,348 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 2,569,709/32,677,372 (7.9%) +Types: dict:1,491,636, NoneType:1,078,073 +Null/Empty: null:1,078,073 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 2,151,035/32,677,372 (6.6%) +Types: dict:1,205,028, NoneType:946,007 +Null/Empty: null:946,007 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 2,151,035/32,677,372 (6.6%) +Types: bool:2,151,035 +Booleans: true:2,151,035 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,575,311/32,677,372 (4.8%) +Types: str:1,575,311 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_t3tlkl': 24 (0.0%) + 't3_t3u1jj': 20 (0.0%) + 't3_t3u7cc': 19 (0.0%) + 't3_t3ta4b': 18 (0.0%) + 't3_t3u4mi': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,575,311/32,677,372 (4.8%) +Types: list:1,575,311 +Null/Empty: empty_arr:238,469 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 327,238/32,677,372 (1.0%) +Types: str:327,238 +Null/Empty: empty_str:295,278 +String length avg: 8.8 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 13,409 (42.0%) + 'Shop Now': 4,753 (14.9%) + 'Sign Up': 4,600 (14.4%) + 'Download': 3,006 (9.4%) + 'View More': 1,691 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 166,485/32,677,372 (0.5%) +Types: dict:116,263, NoneType:50,222 +Null/Empty: null:50,222 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 93,022/32,677,372 (0.3%) +Types: bool:93,022 +Booleans: true:93,022 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 39,977/32,677,372 (0.1%) +Types: NoneType:39,977 +Null/Empty: null:39,977 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 39,977/32,677,372 (0.1%) +Types: NoneType:39,977 +Null/Empty: null:39,977 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 39,977/32,677,372 (0.1%) +Types: NoneType:39,977 +Null/Empty: null:39,977 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 39,977/32,677,372 (0.1%) +Types: str:39,895, NoneType:82 +Null/Empty: null:82 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_dedadsm2': 756 (1.9%) + 't2_eyf40iud': 227 (0.6%) + 't2_d7ijdabd': 196 (0.5%) + 't2_7nob92up': 130 (0.3%) + 't2_axdbgdus': 102 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 39,977/32,677,372 (0.1%) +Types: str:34,337, NoneType:5,640 +Null/Empty: null:5,640, empty_str:32 +String length avg: 15.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'play.google.com': 185 (0.5%) + 'itunes.apple.com': 142 (0.4%) + 'apps.apple.com': 135 (0.4%) + 'developers.radixdlt.com': 132 (0.4%) + 'https://prose.com': 120 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 39,977/32,677,372 (0.1%) +Types: NoneType:39,966, str:11 +Null/Empty: null:39,966 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'iframe': 7 (63.6%) + 'scrape': 4 (36.4%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 39,977/32,677,372 (0.1%) +Types: NoneType:39,966, str:11 +Null/Empty: null:39,966 +String length avg: 39.4 +Unique strings tracked: 6 +String values distribution: + 'https://d3gd82zhqhbx6t.cloudfront.net': 3 (27.3%) + 'https://d3gd82zhqhbx6t.cloudfront.net/play.html': 2 (18.2%) + 'https://d4wggo22afv97.cloudfront.net/': 2 (18.2%) + 'https://apptimist.studio': 2 (18.2%) + 'https://sh.reddit.com/svc/shreddit/page/ads-rbl-su...': 1 (9.1%) + 'https://www.youtube.com/watch?v=qHoQ8bxEL-s': 1 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 39,977/32,677,372 (0.1%) +Types: list:39,977 +Null/Empty: empty_arr:39,977 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 39,977/32,677,372 (0.1%) +Types: list:39,977 +Null/Empty: empty_arr:39,977 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 39,977/32,677,372 (0.1%) +Types: str:39,977 +String length avg: 134.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://prose.com/redeem?fbuy_ref_code=ACQREDDITIN...': 120 (0.3%) + 'https://www.byte.com/pages/quiz-assessment?promoco...': 100 (0.3%) + 'https://itunes.apple.com/us/app/test/idd123': 54 (0.1%) + 'https://apps.apple.com/us/app/id1413721906': 42 (0.1%) + 'https://northeast.aaa.com/membership/join/?cmpid=a...': 39 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 39,977/32,677,372 (0.1%) +Types: NoneType:39,977 +Null/Empty: null:39,977 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 39,977/32,677,372 (0.1%) +Types: NoneType:39,977 +Null/Empty: null:39,977 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 39,977/32,677,372 (0.1%) +Types: bool:39,977 +Booleans: true:0 (0.0%), false:39,977 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 39,977/32,677,372 (0.1%) +Types: bool:39,977 +Booleans: true:0 (0.0%), false:39,977 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 39,977/32,677,372 (0.1%) +Types: str:39,977 +Null/Empty: empty_str:16,632 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/PT3ExjLrWTaL...': 87 (0.4%) + 'https://reddit-image.s3.amazonaws.com/Ym9R6pGeYiPH...': 86 (0.4%) + 'https://reddit-image.s3.amazonaws.com/DsYlLICT1A2d...': 67 (0.3%) + 'https://reddit-image.s3.amazonaws.com/nq0U4RyAtGpZ...': 60 (0.3%) + 'https://reddit-image.s3.amazonaws.com/0QnyV4HJhId9...': 60 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 39,977/32,677,372 (0.1%) +Types: NoneType:39,977 +Null/Empty: null:39,977 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 39,977/32,677,372 (0.1%) +Types: dict:39,977 +Null/Empty: empty_obj:39,977 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 39,977/32,677,372 (0.1%) +Types: NoneType:39,977 +Null/Empty: null:39,977 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 39,977/32,677,372 (0.1%) +Types: NoneType:39,977 +Null/Empty: null:39,977 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 39,977/32,677,372 (0.1%) +Types: bool:39,977 +Booleans: true:0 (0.0%), false:39,977 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 39,977/32,677,372 (0.1%) +Types: NoneType:39,977 +Null/Empty: null:39,977 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 39,977/32,677,372 (0.1%) +Types: NoneType:39,977 +Null/Empty: null:39,977 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 39,977/32,677,372 (0.1%) +Types: NoneType:39,977 +Null/Empty: null:39,977 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 39,977/32,677,372 (0.1%) +Types: bool:39,977 +Booleans: true:39,977 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 39,977/32,677,372 (0.1%) +Types: NoneType:39,977 +Null/Empty: null:39,977 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 39,977/32,677,372 (0.1%) +Types: list:39,977 +Null/Empty: empty_arr:39,977 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 39,977/32,677,372 (0.1%) +Types: NoneType:39,977 +Null/Empty: null:39,977 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 39,977/32,677,372 (0.1%) +Types: NoneType:39,977 +Null/Empty: null:39,977 + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 23,756/32,677,372 (0.1%) +Types: dict:23,756 + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 10,917/32,677,372 (0.0%) +Types: list:10,917 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,614/32,677,372 (0.0%) +Types: float:1,614 +Numeric values: 1,614 total +Numeric range: min:1,644,526,800.0, max:1,796,566,140.0, avg:1648217531.0 +Numeric std dev: 4680980.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,614/32,677,372 (0.0%) +Types: bool:1,614 +Booleans: true:0 (0.0%), false:1,614 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,614/32,677,372 (0.0%) +Types: float:1,614 +Numeric values: 1,614 total +Numeric range: min:1,644,512,400.0, max:1,796,551,740.0, avg:1648166124.3 +Numeric std dev: 4675895.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: live_audio Occurrence: 309/32,677,372 (0.0%) +Types: dict:309 + +──────────────────────────────────────────────────────────── +FIELD: tournament_data Occurrence: 104/32,677,372 (0.0%) +Types: dict:104 + +================================================================================ + +================================================================================ +FILE: RS_2022-04.jsonl +Analysis Time: 2026-01-15 13:27:53 +================================================================================ +Processed lines: 33,002,461 +Total unique fields: 136 +Max unique values tracked per field: 1,000 +Sample size: 33,002,461 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 33,002,461/33,002,461 (100.0%) +Types: list:33,002,461 +Null/Empty: empty_arr:32,227,941 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:33,002,461 +Booleans: true:1,333,299 (4.0%), false:31,669,162 (96.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:33,002,461 +Booleans: true:0 (0.0%), false:33,002,461 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 33,002,461/33,002,461 (100.0%) +Types: str:33,002,461 +String length avg: 11.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 425 (0.0%) + 'AutoModerator': 95 (0.0%) + 'PlayboyOnReddit2': 34 (0.0%) + 'AutoNewspaperAdmin': 16 (0.0%) + 'codashe': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 33,002,461/33,002,461 (100.0%) +Types: int:24,579,094, NoneType:8,423,367 +Null/Empty: null:8,423,367 +Numeric values: 24,579,094 total +Numeric range: min:1,120,363,200, max:1,651,363,163, avg:1588358966.1 +Numeric std dev: 75763316.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 33,002,461/33,002,461 (100.0%) +Types: NoneType:22,742,074, str:10,260,387 +Null/Empty: null:22,742,074, empty_str:8,864,696 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 3,705 (0.3%) + '#dadada': 1,176 (0.1%) + '#edeff1': 714 (0.1%) + '#dbf7cd': 636 (0.0%) + '#ea0027': 572 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 33,002,461/33,002,461 (100.0%) +Types: NoneType:31,904,436, str:1,098,025 +Null/Empty: null:31,904,436, empty_str:128,172 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'green': 158 (0.0%) + 'default': 50 (0.0%) + 'vam': 28 (0.0%) + 'verified': 27 (0.0%) + 'ver': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 33,002,461/33,002,461 (100.0%) +Types: NoneType:31,117,685, str:1,884,776 +Null/Empty: null:31,117,685 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'd2f7f62c-9a84-11ec-9332-4628d30401a0': 29 (0.0%) + '241b91da-9346-11ec-b62d-aa2e850d5c97': 28 (0.0%) + '42a2a1cc-16ad-11ec-bd64-c2025446f9e2': 24 (0.0%) + '170be134-adaf-11eb-a09e-0e8ce9bf0a4f': 16 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 33,002,461/33,002,461 (100.0%) +Types: NoneType:30,636,508, str:2,365,953 +Null/Empty: null:30,636,508, empty_str:139,425 +String length avg: 16.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '+1 Karma': 33 (0.0%) + 'Valued Poster': 24 (0.0%) + 'UNVERIFIED': 19 (0.0%) + 'Official Bot': 17 (0.0%) + 'Verified': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 33,002,461/33,002,461 (100.0%) +Types: NoneType:22,252,587, str:10,749,874 +Null/Empty: null:22,252,587, empty_str:32,076 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 10,251,429 (95.6%) + 'light': 466,369 (4.4%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 33,002,461/33,002,461 (100.0%) +Types: list:33,002,461 +Null/Empty: empty_arr:33,002,461 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 33,002,461/33,002,461 (100.0%) +Types: NoneType:33,002,461 +Null/Empty: null:33,002,461 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:33,002,461 +Booleans: true:24,644,586 (74.7%), false:8,357,875 (25.3%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:33,002,461 +Booleans: true:0 (0.0%), false:33,002,461 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 33,002,461/33,002,461 (100.0%) +Types: NoneType:32,686,750, str:315,711 +Null/Empty: null:32,686,750, empty_str:315,159 +String length avg: 12.7 +Unique strings tracked: 12 +Top 5 string values: + 'drawing_and_painting': 200 (36.2%) + 'animals': 128 (23.2%) + 'photography': 73 (13.2%) + 'gaming': 73 (13.2%) + 'entertainment': 39 (7.1%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 33,002,461/33,002,461 (100.0%) +Types: NoneType:32,794,385, list:208,076 +Null/Empty: null:32,794,385 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:33,002,461 +Booleans: true:31,606 (0.1%), false:32,970,855 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 33,002,461/33,002,461 (100.0%) +Types: int:33,002,461 +Numeric values: 33,002,461 total +Numeric range: min:1,648,771,200, max:1,651,363,199, avg:1650064984.7 +Numeric std dev: 752692.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 33,002,461/33,002,461 (100.0%) +Types: NoneType:32,699,924, str:302,537 +Null/Empty: null:32,699,924 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 302,537 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 33,002,461/33,002,461 (100.0%) +Types: NoneType:32,952,538, str:49,923 +Null/Empty: null:32,952,538 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 49,891 (99.9%) + 'admin': 32 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 33,002,461/33,002,461 (100.0%) +Types: str:33,002,461 +Null/Empty: empty_str:33 +String length avg: 12.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 698 (0.0%) + 'reddit.com': 197 (0.0%) + 'i.imgur.com': 192 (0.0%) + 'redgifs.com': 177 (0.0%) + 'v.redd.it': 98 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:32,340,544, float:661,917 +Booleans: true:0 (0.0%), false:32,340,544 (100.0%) +Numeric values: 661,917 total +Numeric range: min:1,648,771,464.0, max:1,655,789,516.0, avg:1650157664.4 +Numeric std dev: 833867.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 33,002,461/33,002,461 (100.0%) +Types: int:33,002,461 +Numeric values: 33,002,461 total +Numeric range: min:0, max:124, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 28 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 33,002,461/33,002,461 (100.0%) +Types: dict:33,002,461 +Null/Empty: empty_obj:32,695,963 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:33,002,461 +Booleans: true:0 (0.0%), false:33,002,461 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:33,002,461 +Booleans: true:16,026 (0.0%), false:32,986,435 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 33,002,461/33,002,461 (100.0%) +Types: str:33,002,461 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'tt4ppj': 1 (0.0%) + 'ttdavv': 1 (0.0%) + 'ttdavw': 1 (0.0%) + 'ttdavy': 1 (0.0%) + 'ttdavz': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:33,002,461 +Booleans: true:39,052 (0.1%), false:32,963,409 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:33,002,461 +Booleans: true:18,659,630 (56.5%), false:14,342,831 (43.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:33,002,461 +Booleans: true:93 (0.0%), false:33,002,368 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:33,002,461 +Booleans: true:213,944 (0.6%), false:32,788,517 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:33,002,461 +Booleans: true:10,567,187 (32.0%), false:22,435,274 (68.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:33,002,461 +Booleans: true:18,718,680 (56.7%), false:14,283,781 (43.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:33,002,461 +Booleans: true:11,366,919 (34.4%), false:21,635,542 (65.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:33,002,461 +Booleans: true:1,059,486 (3.2%), false:31,942,975 (96.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 33,002,461/33,002,461 (100.0%) +Types: str:32,929,714, NoneType:72,747 +Null/Empty: null:72,747, empty_str:23,576,723 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 531 (0.0%) + '#0079d3': 387 (0.0%) + '#ea0027': 369 (0.0%) + '#ff66ac': 293 (0.0%) + '#ffd635': 273 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 33,002,461/33,002,461 (100.0%) +Types: NoneType:21,584,957, str:11,417,504 +Null/Empty: null:21,584,957, empty_str:7,055,388 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 160 (0.0%) + 'question': 147 (0.0%) + 'blue': 80 (0.0%) + 'meme': 71 (0.0%) + 'green': 60 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 33,002,461/33,002,461 (100.0%) +Types: list:33,002,461 +Null/Empty: empty_arr:27,084,381 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 33,002,461/33,002,461 (100.0%) +Types: NoneType:20,887,210, str:12,115,251 +Null/Empty: null:20,887,210, empty_str:412 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 72 (0.0%) + 'Question': 55 (0.0%) + 'Meme': 30 (0.0%) + 'News': 25 (0.0%) + 'Unverified 🔴': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 33,002,461/33,002,461 (100.0%) +Types: str:32,934,945, NoneType:67,516 +Null/Empty: null:67,516 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 27,735,798 (84.2%) + 'light': 5,199,147 (15.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 33,002,461/33,002,461 (100.0%) +Types: str:33,002,461 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 27,084,381 (82.1%) + 'richtext': 5,918,080 (17.9%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:33,002,461 +Booleans: true:943,990 (2.9%), false:32,058,471 (97.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 33,002,461/33,002,461 (100.0%) +Types: NoneType:28,774,532, dict:4,227,929 +Null/Empty: null:28,774,532 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 33,002,461/33,002,461 (100.0%) +Types: dict:33,002,461 +Null/Empty: empty_obj:29,829,560 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:33,002,461 +Booleans: true:432 (0.0%), false:33,002,029 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 33,002,461/33,002,461 (100.0%) +Types: str:33,002,461 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_tt4ppj': 1 (0.0%) + 't3_ttdavv': 1 (0.0%) + 't3_ttdavw': 1 (0.0%) + 't3_ttdavy': 1 (0.0%) + 't3_ttdavz': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:33,002,461 +Booleans: true:15,843,779 (48.0%), false:17,158,682 (52.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 33,002,461/33,002,461 (100.0%) +Types: int:33,002,461 +Numeric values: 33,002,461 total +Numeric range: min:0, max:100,006, avg:6.6 +Numeric std dev: 82.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 33,002,461/33,002,461 (100.0%) +Types: int:33,002,461 +Numeric values: 33,002,461 total +Numeric range: min:0, max:971, avg:0.0 +Numeric std dev: 0.9 +Unique numbers tracked: 259 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:33,002,461 +Booleans: true:12,999,027 (39.4%), false:20,003,434 (60.6%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 33,002,461/33,002,461 (100.0%) +Types: str:21,760,160, NoneType:11,242,301 +Null/Empty: null:11,242,301 +String length avg: 6.6 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 11,119,273 (51.1%) + 'no_ads': 9,292,896 (42.7%) + 'some_ads': 1,347,467 (6.2%) + 'house_only': 481 (0.0%) + 'promo_adult_nsfw': 31 (0.0%) + 'promo_all': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 33,002,461/33,002,461 (100.0%) +Types: str:33,002,461 +String length avg: 66.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/TheFriendlyHermit/comments/tt4ppj/pokémon_is_so...': 1 (0.0%) + '/r/MakeNewFriendsHere/comments/ttdavv/looking_for_...': 1 (0.0%) + '/r/ukraine/comments/ttdavw/video_zelensky_speaks_t...': 1 (0.0%) + '/r/knives/comments/ttdavy/first_knife_in_many_many...': 1 (0.0%) + '/r/IThinkYouShouldLeave/comments/ttdavz/come_on_wh...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:33,002,461 +Booleans: true:0 (0.0%), false:33,002,461 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 33,002,461/33,002,461 (100.0%) +Types: int:21,760,160, NoneType:11,242,301 +Null/Empty: null:11,242,301 +Numeric values: 21,760,160 total +Numeric range: min:0, max:7, avg:3.5 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 11,119,273 (51.1%) + 0: 9,292,896 (42.7%) + 7: 1,347,467 (6.2%) + 1: 481 (0.0%) + 3: 31 (0.0%) + 5: 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:33,002,461 +Booleans: true:6,672 (0.0%), false:32,995,789 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 33,002,461/33,002,461 (100.0%) +Types: NoneType:33,002,461 +Null/Empty: null:33,002,461 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 33,002,461/33,002,461 (100.0%) +Types: NoneType:18,686,471, str:14,315,990 +Null/Empty: null:18,686,471 +String length avg: 7.4 +Unique strings tracked: 9 +String values distribution: + 'deleted': 7,850,432 (54.8%) + 'moderator': 3,388,744 (23.7%) + 'reddit': 2,852,246 (19.9%) + 'automod_filtered': 135,141 (0.9%) + 'copyright_takedown': 54,825 (0.4%) + 'author': 23,595 (0.2%) + 'content_takedown': 10,108 (0.1%) + 'community_ops': 825 (0.0%) + 'anti_evil_ops': 74 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 33,002,461/33,002,461 (100.0%) +Types: int:33,002,461 +Numeric values: 33,002,461 total +Numeric range: min:1,653,974,438, max:1,656,095,934, avg:1654005520.0 +Numeric std dev: 65476.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 33,002,461/33,002,461 (100.0%) +Types: int:33,002,461 +Numeric values: 33,002,461 total +Numeric range: min:1,653,974,438, max:1,656,095,934, avg:1654005520.0 +Numeric std dev: 65476.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 33,002,461/33,002,461 (100.0%) +Types: int:33,002,461 +Numeric values: 33,002,461 total +Numeric range: min:0, max:337,908, avg:56.2 +Numeric std dev: 824.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 33,002,461/33,002,461 (100.0%) +Types: NoneType:28,774,532, dict:4,227,929 +Null/Empty: null:28,774,532 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 33,002,461/33,002,461 (100.0%) +Types: dict:33,002,461 +Null/Empty: empty_obj:29,829,560 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 33,002,461/33,002,461 (100.0%) +Types: str:33,002,461 +Null/Empty: empty_str:17,777,057 +String length avg: 252.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,058 (0.0%) + '[removed]': 453 (0.0%) + '[ Removed by reddit in response to a copyright not...': 16 (0.0%) + '**About me** + +Hello there, my name is Coach Chesst...': 2 (0.0%) + 'Good Evening and Happy Tuesday! At the time of my ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:33,002,461 +Booleans: true:28,233,839 (85.6%), false:4,768,622 (14.4%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:33,002,461 +Booleans: true:590,193 (1.8%), false:32,412,268 (98.2%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 33,002,461/33,002,461 (100.0%) +Types: bool:33,002,461 +Booleans: true:106,298 (0.3%), false:32,896,163 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 33,002,461/33,002,461 (100.0%) +Types: str:33,002,461 +String length avg: 11.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PlayboyOnReddit': 21 (0.0%) + 'AskReddit': 15 (0.0%) + 'AutoNewspaper': 10 (0.0%) + 'RedditRelived': 10 (0.0%) + 'Eldenring': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 33,002,461/33,002,461 (100.0%) +Types: str:33,002,461 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2hvo1t': 21 (0.0%) + 't5_2qh1i': 15 (0.0%) + 't5_3h9d4': 10 (0.0%) + 't5_5setsi': 10 (0.0%) + 't5_122hf1': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 33,002,461/33,002,461 (100.0%) +Types: str:33,002,461 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/PlayboyOnReddit': 21 (0.0%) + 'r/AskReddit': 15 (0.0%) + 'r/AutoNewspaper': 10 (0.0%) + 'r/RedditRelived': 10 (0.0%) + 'r/Eldenring': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 33,002,461/33,002,461 (100.0%) +Types: int:33,002,461 +Numeric values: 33,002,461 total +Numeric range: min:-691, max:40,880,081, avg:1173503.3 +Numeric std dev: 4754534.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 33,002,461/33,002,461 (100.0%) +Types: str:33,002,461 +String length avg: 6.0 +Unique strings tracked: 4 +String values distribution: + 'public': 29,637,947 (89.8%) + 'user': 1,944,255 (5.9%) + 'restricted': 1,153,647 (3.5%) + 'archived': 266,612 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 33,002,461/33,002,461 (100.0%) +Types: NoneType:26,171,130, str:6,831,331 +Null/Empty: null:26,171,130 +String length avg: 4.4 +Unique strings tracked: 8 +String values distribution: + 'new': 1,967,904 (28.8%) + 'qa': 1,965,134 (28.8%) + 'confidence': 1,624,965 (23.8%) + 'top': 909,680 (13.3%) + 'old': 312,307 (4.6%) + 'live': 33,222 (0.5%) + 'controversial': 16,102 (0.2%) + 'random': 2,017 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 33,002,461/33,002,461 (100.0%) +Types: str:33,002,461 +Null/Empty: empty_str:5,562 +String length avg: 21.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,061 (0.0%) + 'nsfw': 997 (0.0%) + 'self': 947 (0.0%) + 'spoiler': 30 (0.0%) + 'image': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 33,002,461/33,002,461 (100.0%) +Types: str:33,002,461 +String length avg: 55.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Would love to show you my pussy😏': 8 (0.0%) + 'Lauren Alexis Fucks BF in DoggyStyle Pos New Viral...': 7 (0.0%) + 'Onedrive: Get 500MB of extra storage space': 5 (0.0%) + 'New Members Intro': 4 (0.0%) + 'April 2022 Confirmed Trade Thread': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 33,002,461/33,002,461 (100.0%) +Types: NoneType:33,001,255, str:1,206 +Null/Empty: null:33,001,255 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 1,206 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 33,002,461/33,002,461 (100.0%) +Types: int:33,002,461 +Numeric values: 33,002,461 total +Numeric range: min:0, max:11,402, avg:0.0 +Numeric std dev: 2.6 +Unique numbers tracked: 287 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 33,002,461/33,002,461 (100.0%) +Types: list:33,002,461 +Null/Empty: empty_arr:33,002,334 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 33,002,461/33,002,461 (100.0%) +Types: float:33,002,461 +Numeric values: 33,002,461 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 33,002,461/33,002,461 (100.0%) +Types: str:33,002,461 +Null/Empty: empty_str:68 +String length avg: 60.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/rightremoteichthyosa...': 8 (0.0%) + 'https://onlybabesvids.com/lauren-alexis-fucks-bf-i...': 7 (0.0%) + 'https://onedrive.live.com?invref=c1ad5cc514e3f729&...': 5 (0.0%) + 'https://www.giftsme.xyz/': 3 (0.0%) + 'https://redgifs.com/watch/drearystupidgermanshorth...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 33,002,461/33,002,461 (100.0%) +Types: NoneType:33,002,461 +Null/Empty: null:33,002,461 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 33,002,461/33,002,461 (100.0%) +Types: str:21,760,160, NoneType:11,242,301 +Null/Empty: null:11,242,301 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 10,948,105 (50.3%) + 'no_ads': 9,292,896 (42.7%) + 'some_ads': 1,290,484 (5.9%) + 'promo_adult_nsfw': 228,182 (1.0%) + 'house_only': 481 (0.0%) + 'promo_all': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 33,002,461/33,002,461 (100.0%) +Types: int:21,760,160, NoneType:11,242,301 +Null/Empty: null:11,242,301 +Numeric values: 21,760,160 total +Numeric range: min:0, max:7, avg:3.5 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 10,948,105 (50.3%) + 0: 9,292,896 (42.7%) + 7: 1,290,484 (5.9%) + 3: 228,182 (1.0%) + 1: 481 (0.0%) + 5: 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 32,996,899/33,002,461 (100.0%) +Types: int:21,320,245, NoneType:11,676,654 +Null/Empty: null:11,676,654 +Numeric values: 21,320,245 total +Numeric range: min:0, max:140, avg:119.1 +Numeric std dev: 29.9 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 32,996,899/33,002,461 (100.0%) +Types: int:21,320,245, NoneType:11,676,654 +Null/Empty: null:11,676,654 +Numeric values: 21,320,245 total +Numeric range: min:0, max:140, avg:138.1 +Numeric std dev: 15.7 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 24,649,215/33,002,461 (74.7%) +Types: list:24,649,215 +Null/Empty: empty_arr:23,284,497 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 24,649,215/33,002,461 (74.7%) +Types: str:24,649,215 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 23,284,497 (94.5%) + 'richtext': 1,364,718 (5.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 24,649,215/33,002,461 (74.7%) +Types: str:24,649,215 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 95 (0.0%) + 't2_gluihzf6': 34 (0.0%) + 't2_12gbdz': 16 (0.0%) + 't2_e20jjhpn': 13 (0.0%) + 't2_jano7l08': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 24,649,215/33,002,461 (74.7%) +Types: bool:24,649,215 +Booleans: true:0 (0.0%), false:24,649,215 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 24,649,215/33,002,461 (74.7%) +Types: bool:24,649,215 +Booleans: true:1,012,153 (4.1%), false:23,637,062 (95.9%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 21,635,474/33,002,461 (65.6%) +Types: str:21,635,474 +String length avg: 45.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/rightremoteichthyosa...': 13 (0.0%) + 'https://onlybabesvids.com/lauren-alexis-fucks-bf-i...': 8 (0.0%) + 'https://onedrive.live.com?invref=c1ad5cc514e3f729&...': 5 (0.0%) + 'https://i.imgur.com/kwLo7Ip.jpg': 5 (0.0%) + 'https://i.redd.it/6iniwu5wisq81.jpg': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 11,206,394/33,002,461 (34.0%) +Types: str:11,206,394 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '86e87e96-ce66-11ea-b671-0eb29aef81b9': 11 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 11 (0.0%) + 'c6b34c40-84e0-11ec-b707-e6231f3e69f5': 10 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 8 (0.0%) + '0513bea8-4f64-11e9-886d-0e2b4fe7300c': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 10,986,898/33,002,461 (33.3%) +Types: str:10,986,898 +String length avg: 5.9 +Unique strings tracked: 7 +String values distribution: + 'image': 5,939,525 (54.1%) + 'link': 2,136,574 (19.4%) + 'rich:video': 1,548,956 (14.1%) + 'hosted:video': 699,432 (6.4%) + 'self': 661,169 (6.0%) + 'video': 1,088 (0.0%) + 'gallery': 154 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 10,986,898/33,002,461 (33.3%) +Types: dict:10,986,898 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 2,775,790/33,002,461 (8.4%) +Types: dict:1,590,303, NoneType:1,185,487 +Null/Empty: null:1,185,487, empty_obj:3 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 2,344,723/33,002,461 (7.1%) +Types: dict:1,292,701, NoneType:1,052,022 +Null/Empty: null:1,052,022 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 2,344,723/33,002,461 (7.1%) +Types: bool:2,344,723 +Booleans: true:2,344,723 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,675,153/33,002,461 (5.1%) +Types: str:1,675,153 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_ttdecz': 23 (0.0%) + 't3_ttbuij': 22 (0.0%) + 't3_ttaqtz': 17 (0.0%) + 't3_ttdg21': 16 (0.0%) + 't3_ttd0xj': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,675,153/33,002,461 (5.1%) +Types: list:1,675,153 +Null/Empty: empty_arr:222,276 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 346,840/33,002,461 (1.1%) +Types: str:346,840 +Null/Empty: empty_str:315,134 +String length avg: 8.9 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 13,219 (41.7%) + 'Shop Now': 5,075 (16.0%) + 'Sign Up': 4,725 (14.9%) + 'Download': 2,798 (8.8%) + 'View More': 1,750 (5.5%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 171,289/33,002,461 (0.5%) +Types: dict:120,977, NoneType:50,312 +Null/Empty: null:50,312 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 73,141/33,002,461 (0.2%) +Types: bool:73,141 +Booleans: true:73,141 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 39,052/33,002,461 (0.1%) +Types: NoneType:39,052 +Null/Empty: null:39,052 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 39,052/33,002,461 (0.1%) +Types: NoneType:39,052 +Null/Empty: null:39,052 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 39,052/33,002,461 (0.1%) +Types: NoneType:39,052 +Null/Empty: null:39,052 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 39,052/33,002,461 (0.1%) +Types: str:38,969, NoneType:83 +Null/Empty: null:83 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_dedadsm2': 518 (1.3%) + 't2_2q9crlrw': 287 (0.7%) + 't2_d7ijdabd': 229 (0.6%) + 't2_hcvxbl82': 158 (0.4%) + 't2_1446wi': 99 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 39,052/33,002,461 (0.1%) +Types: str:34,517, NoneType:4,535 +Null/Empty: null:4,535, empty_str:24 +String length avg: 15.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'apps.apple.com': 300 (0.9%) + 'https://www.apple.com/ipad-air/': 185 (0.5%) + 'play.google.com': 173 (0.5%) + 'toyota.com': 80 (0.2%) + 'microsoft.com/security': 79 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 39,052/33,002,461 (0.1%) +Types: NoneType:39,009, str:43 +Null/Empty: null:39,009 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 38 (88.4%) + 'iframe': 5 (11.6%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 39,052/33,002,461 (0.1%) +Types: NoneType:39,009, str:43 +Null/Empty: null:39,009 +String length avg: 49.4 +Unique strings tracked: 7 +String values distribution: + 'https://www.youtube.com/watch?v=q3jFQ_UrIxU': 18 (41.9%) + 'https://lagoframe.com/products/limited-edition-lag...': 15 (34.9%) + 'https://www.youtube.com/watch?v=6oPj2WxDROs': 4 (9.3%) + 'https://www.reddit.com': 3 (7.0%) + 'https://www.reddit.com/': 1 (2.3%) + 'https://gaming.amazon.com/home?ref_=SM_PGMCG3_P1_R...': 1 (2.3%) + 'https://reddit.com': 1 (2.3%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 39,052/33,002,461 (0.1%) +Types: list:39,052 +Null/Empty: empty_arr:39,052 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 39,052/33,002,461 (0.1%) +Types: list:39,052 +Null/Empty: empty_arr:39,052 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 39,052/33,002,461 (0.1%) +Types: str:39,052 +String length avg: 116.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.thirdweb.com?utm_source=reddit&utm...': 54 (0.1%) + 'https://apps.apple.com/us/app/test/id1233': 46 (0.1%) + 'https://www.toyota.com/tundra/?aiwelcome': 23 (0.1%) + 'https://www.zoomcare.com/schedule?utm_campaign=dai...': 22 (0.1%) + 'https://www.toyota.com/tundra/?cwelcome': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 39,052/33,002,461 (0.1%) +Types: NoneType:39,052 +Null/Empty: null:39,052 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 39,052/33,002,461 (0.1%) +Types: NoneType:39,052 +Null/Empty: null:39,052 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 39,052/33,002,461 (0.1%) +Types: bool:39,052 +Booleans: true:0 (0.0%), false:39,052 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 39,052/33,002,461 (0.1%) +Types: bool:39,052 +Booleans: true:0 (0.0%), false:39,052 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 39,052/33,002,461 (0.1%) +Types: str:39,052 +Null/Empty: empty_str:15,352 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/Ym9R6pGeYiPH...': 88 (0.4%) + 'https://reddit-image.s3.amazonaws.com/PT3ExjLrWTaL...': 66 (0.3%) + 'https://reddit-image.s3.amazonaws.com/ZiLii1AHy_Ty...': 18 (0.1%) + 'https://reddit-image.s3.amazonaws.com/ap6b0TagMFlF...': 17 (0.1%) + 'https://reddit-image.s3.amazonaws.com/qD3nb-AoZWwU...': 16 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 39,052/33,002,461 (0.1%) +Types: NoneType:39,052 +Null/Empty: null:39,052 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 39,052/33,002,461 (0.1%) +Types: dict:39,052 +Null/Empty: empty_obj:39,052 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 39,052/33,002,461 (0.1%) +Types: NoneType:39,052 +Null/Empty: null:39,052 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 39,052/33,002,461 (0.1%) +Types: NoneType:39,052 +Null/Empty: null:39,052 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 39,052/33,002,461 (0.1%) +Types: bool:39,052 +Booleans: true:0 (0.0%), false:39,052 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 39,052/33,002,461 (0.1%) +Types: NoneType:39,052 +Null/Empty: null:39,052 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 39,052/33,002,461 (0.1%) +Types: NoneType:39,052 +Null/Empty: null:39,052 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 39,052/33,002,461 (0.1%) +Types: NoneType:39,052 +Null/Empty: null:39,052 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 39,052/33,002,461 (0.1%) +Types: bool:39,052 +Booleans: true:39,052 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 39,052/33,002,461 (0.1%) +Types: NoneType:39,052 +Null/Empty: null:39,052 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 39,052/33,002,461 (0.1%) +Types: list:39,052 +Null/Empty: empty_arr:39,052 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 39,052/33,002,461 (0.1%) +Types: NoneType:39,052 +Null/Empty: null:39,052 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 39,052/33,002,461 (0.1%) +Types: NoneType:39,052 +Null/Empty: null:39,052 + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 21,545/33,002,461 (0.1%) +Types: dict:21,545 + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 11,738/33,002,461 (0.0%) +Types: list:11,738 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,496/33,002,461 (0.0%) +Types: float:1,496 +Numeric values: 1,496 total +Numeric range: min:1,644,004,800.0, max:45,956,584,800.0, avg:1681070758.1 +Numeric std dev: 1145440163.7 +Unique numbers tracked: 956 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,496/33,002,461 (0.0%) +Types: bool:1,496 +Booleans: true:2 (0.1%), false:1,494 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,496/33,002,461 (0.0%) +Types: float:1,496 +Numeric values: 1,496 total +Numeric range: min:1,643,990,400.0, max:45,956,570,400.0, avg:1680992806.7 +Numeric std dev: 1145441716.1 +Unique numbers tracked: 971 + +──────────────────────────────────────────────────────────── +FIELD: live_audio Occurrence: 368/33,002,461 (0.0%) +Types: dict:368 + +──────────────────────────────────────────────────────────── +FIELD: tournament_data Occurrence: 96/33,002,461 (0.0%) +Types: dict:96 + +================================================================================ + +================================================================================ +FILE: RS_2022-05.jsonl +Analysis Time: 2026-01-15 14:45:28 +================================================================================ +Processed lines: 34,838,318 +Total unique fields: 136 +Max unique values tracked per field: 1,000 +Sample size: 34,838,318 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 34,838,318/34,838,318 (100.0%) +Types: list:34,838,318 +Null/Empty: empty_arr:34,069,359 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,838,318 +Booleans: true:1,369,594 (3.9%), false:33,468,724 (96.1%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,838,318 +Booleans: true:0 (0.0%), false:34,838,318 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 34,838,318/34,838,318 (100.0%) +Types: str:34,838,318 +String length avg: 11.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 388 (0.0%) + 'AutoModerator': 105 (0.0%) + 'uuucccc7777': 21 (0.0%) + 'sharewithme': 18 (0.0%) + 'introsort': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 34,838,318/34,838,318 (100.0%) +Types: int:26,913,963, NoneType:7,924,355 +Null/Empty: null:7,924,355 +Numeric values: 26,913,963 total +Numeric range: min:1,120,363,200, max:1,654,041,482, avg:1592549443.4 +Numeric std dev: 74804951.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 34,838,318/34,838,318 (100.0%) +Types: NoneType:25,111,987, str:9,726,331 +Null/Empty: null:25,111,987, empty_str:8,280,617 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 4,579 (0.3%) + '#dadada': 1,198 (0.1%) + '#ea0027': 756 (0.1%) + '#dbf7cd': 662 (0.0%) + '#edeff1': 637 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 34,838,318/34,838,318 (100.0%) +Types: NoneType:33,718,238, str:1,120,080 +Null/Empty: null:33,718,238, empty_str:128,272 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'green': 149 (0.0%) + 'default': 55 (0.0%) + 'team-harmony': 38 (0.0%) + 'vam': 38 (0.0%) + 'ver': 36 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 34,838,318/34,838,318 (100.0%) +Types: NoneType:32,913,629, str:1,924,689 +Null/Empty: null:32,913,629 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '42a2a1cc-16ad-11ec-bd64-c2025446f9e2': 20 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 17 (0.0%) + 'd2f7f62c-9a84-11ec-9332-4628d30401a0': 16 (0.0%) + '55bac45a-146f-11e7-839d-0ef2495765a4': 14 (0.0%) + '241b91da-9346-11ec-b62d-aa2e850d5c97': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 34,838,318/34,838,318 (100.0%) +Types: NoneType:32,422,265, str:2,416,053 +Null/Empty: null:32,422,265, empty_str:137,002 +String length avg: 16.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + ' ': 18 (0.0%) + 'Official Bot': 17 (0.0%) + 'FC: <unknown> Trainer name: <unknown>': 16 (0.0%) + 'Mod': 15 (0.0%) + 'UNVERIFIED': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 34,838,318/34,838,318 (100.0%) +Types: NoneType:24,632,403, str:10,205,915 +Null/Empty: null:24,632,403, empty_str:31,305 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 9,687,415 (95.2%) + 'light': 487,195 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 34,838,318/34,838,318 (100.0%) +Types: list:34,838,318 +Null/Empty: empty_arr:34,838,318 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 34,838,318/34,838,318 (100.0%) +Types: NoneType:34,838,318 +Null/Empty: null:34,838,318 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,838,318 +Booleans: true:27,078,096 (77.7%), false:7,760,222 (22.3%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,838,318 +Booleans: true:0 (0.0%), false:34,838,318 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 34,838,318/34,838,318 (100.0%) +Types: NoneType:34,534,969, str:303,349 +Null/Empty: null:34,534,969, empty_str:302,830 +String length avg: 12.8 +Unique strings tracked: 12 +Top 5 string values: + 'drawing_and_painting': 180 (34.7%) + 'animals': 104 (20.0%) + 'photography': 98 (18.9%) + 'gaming': 50 (9.6%) + 'entertainment': 43 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 34,838,318/34,838,318 (100.0%) +Types: NoneType:34,626,752, list:211,566 +Null/Empty: null:34,626,752 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,838,318 +Booleans: true:28,754 (0.1%), false:34,809,564 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 34,838,318/34,838,318 (100.0%) +Types: int:34,838,318 +Numeric values: 34,838,318 total +Numeric range: min:1,651,363,200, max:1,654,041,599, avg:1652700176.2 +Numeric std dev: 765676.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 34,838,318/34,838,318 (100.0%) +Types: NoneType:34,483,212, str:355,106 +Null/Empty: null:34,483,212 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 355,106 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 34,838,318/34,838,318 (100.0%) +Types: NoneType:34,787,589, str:50,729 +Null/Empty: null:34,787,589 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 50,706 (100.0%) + 'admin': 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 34,838,318/34,838,318 (100.0%) +Types: str:34,838,318 +Null/Empty: empty_str:7 +String length avg: 12.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 751 (0.0%) + 'reddit.com': 252 (0.0%) + 'i.imgur.com': 201 (0.0%) + 'redgifs.com': 163 (0.0%) + 'v.redd.it': 74 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,193,081, float:645,237 +Booleans: true:0 (0.0%), false:34,193,081 (100.0%) +Numeric values: 645,237 total +Numeric range: min:1,651,363,398.0, max:1,656,053,127.0, avg:1652730802.8 +Numeric std dev: 771200.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 34,838,318/34,838,318 (100.0%) +Types: int:34,838,318 +Numeric values: 34,838,318 total +Numeric range: min:0, max:29, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 22 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 34,838,318/34,838,318 (100.0%) +Types: dict:34,838,318 +Null/Empty: empty_obj:34,537,003 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,838,318 +Booleans: true:0 (0.0%), false:34,838,318 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,838,318 +Booleans: true:14,605 (0.0%), false:34,823,713 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 34,838,318/34,838,318 (100.0%) +Types: str:34,838,318 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ufnemc': 1 (0.0%) + 'ufnemf': 1 (0.0%) + 'ufnemg': 1 (0.0%) + 'ufnemh': 1 (0.0%) + 'ufnemi': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,838,318 +Booleans: true:39,531 (0.1%), false:34,798,787 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,838,318 +Booleans: true:20,567,755 (59.0%), false:14,270,563 (41.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,838,318 +Booleans: true:96 (0.0%), false:34,838,222 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,838,318 +Booleans: true:209,989 (0.6%), false:34,628,329 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,838,318 +Booleans: true:11,205,163 (32.2%), false:23,633,155 (67.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,838,318 +Booleans: true:20,628,884 (59.2%), false:14,209,434 (40.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,838,318 +Booleans: true:11,701,817 (33.6%), false:23,136,501 (66.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,838,318 +Booleans: true:1,109,747 (3.2%), false:33,728,571 (96.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 34,838,318/34,838,318 (100.0%) +Types: str:34,634,730, NoneType:203,588 +Null/Empty: null:203,588, empty_str:24,999,153 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 539 (0.0%) + '#0079d3': 380 (0.0%) + '#ea0027': 367 (0.0%) + '#ff66ac': 339 (0.0%) + '#ffd635': 278 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 34,838,318/34,838,318 (100.0%) +Types: NoneType:23,171,981, str:11,666,337 +Null/Empty: null:23,171,981, empty_str:7,365,443 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 128 (0.0%) + 'question': 97 (0.0%) + 'green': 67 (0.0%) + 'blue': 61 (0.0%) + 'orange': 56 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 34,838,318/34,838,318 (100.0%) +Types: list:34,838,318 +Null/Empty: empty_arr:29,017,108 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 34,838,318/34,838,318 (100.0%) +Types: NoneType:22,396,065, str:12,442,253 +Null/Empty: null:22,396,065, empty_str:392 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 60 (0.0%) + 'Question': 52 (0.0%) + 'M4F': 19 (0.0%) + 'Meme': 19 (0.0%) + 'Unverified': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 34,838,318/34,838,318 (100.0%) +Types: str:34,763,153, NoneType:75,165 +Null/Empty: null:75,165 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 29,448,858 (84.7%) + 'light': 5,314,295 (15.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 34,838,318/34,838,318 (100.0%) +Types: str:34,838,318 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 29,017,108 (83.3%) + 'richtext': 5,821,210 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,838,318 +Booleans: true:1,026,453 (2.9%), false:33,811,865 (97.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 34,838,318/34,838,318 (100.0%) +Types: NoneType:30,327,314, dict:4,511,004 +Null/Empty: null:30,327,314 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 34,838,318/34,838,318 (100.0%) +Types: dict:34,838,318 +Null/Empty: empty_obj:31,422,048 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,838,318 +Booleans: true:452 (0.0%), false:34,837,866 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 34,838,318/34,838,318 (100.0%) +Types: str:34,838,318 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_ufnemc': 1 (0.0%) + 't3_ufnemf': 1 (0.0%) + 't3_ufnemg': 1 (0.0%) + 't3_ufnemh': 1 (0.0%) + 't3_ufnemi': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,838,318 +Booleans: true:17,147,152 (49.2%), false:17,691,166 (50.8%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 34,838,318/34,838,318 (100.0%) +Types: int:34,838,318 +Numeric values: 34,838,318 total +Numeric range: min:0, max:55,742, avg:6.1 +Numeric std dev: 70.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 34,838,318/34,838,318 (100.0%) +Types: int:34,838,318 +Numeric values: 34,838,318 total +Numeric range: min:0, max:4,269, avg:0.0 +Numeric std dev: 1.5 +Unique numbers tracked: 280 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,838,318 +Booleans: true:15,073,379 (43.3%), false:19,764,939 (56.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 34,838,318/34,838,318 (100.0%) +Types: str:21,921,831, NoneType:12,916,487 +Null/Empty: null:12,916,487 +String length avg: 6.6 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 11,039,480 (50.4%) + 'no_ads': 9,524,997 (43.4%) + 'some_ads': 1,356,888 (6.2%) + 'house_only': 427 (0.0%) + 'promo_adult_nsfw': 29 (0.0%) + 'promo_all': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 34,838,318/34,838,318 (100.0%) +Types: str:34,838,318 +String length avg: 66.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/kiwisavengers/comments/ufnemc/since_2008/': 1 (0.0%) + '/r/punhetabr/comments/ufnemf/alguém_que_tem_fetich...': 1 (0.0%) + '/r/every15min/comments/ufnemg/currently_its_april_...': 1 (0.0%) + '/r/transpositive/comments/ufnemh/my_mom_and_my_cou...': 1 (0.0%) + '/r/Pen_Swap/comments/ufnemi/may_2022_confirmed_tra...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,838,318 +Booleans: true:0 (0.0%), false:34,838,318 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 34,838,318/34,838,318 (100.0%) +Types: int:21,921,831, NoneType:12,916,487 +Null/Empty: null:12,916,487 +Numeric values: 21,921,831 total +Numeric range: min:0, max:7, avg:3.5 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 11,039,480 (50.4%) + 0: 9,524,997 (43.4%) + 7: 1,356,888 (6.2%) + 1: 427 (0.0%) + 3: 29 (0.0%) + 5: 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,838,318 +Booleans: true:5,478 (0.0%), false:34,832,840 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 34,838,318/34,838,318 (100.0%) +Types: NoneType:34,838,318 +Null/Empty: null:34,838,318 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 34,838,318/34,838,318 (100.0%) +Types: NoneType:20,608,963, str:14,229,355 +Null/Empty: null:20,608,963 +String length avg: 7.4 +Unique strings tracked: 9 +String values distribution: + 'deleted': 7,403,626 (52.0%) + 'moderator': 3,529,922 (24.8%) + 'reddit': 3,081,460 (21.7%) + 'automod_filtered': 156,262 (1.1%) + 'copyright_takedown': 23,952 (0.2%) + 'author': 20,507 (0.1%) + 'content_takedown': 13,482 (0.1%) + 'anti_evil_ops': 97 (0.0%) + 'community_ops': 47 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 34,838,318/34,838,318 (100.0%) +Types: int:34,838,318 +Numeric values: 34,838,318 total +Numeric range: min:1,653,913,840, max:1,656,104,327, avg:1654062367.1 +Numeric std dev: 485594.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 34,838,318/34,838,318 (100.0%) +Types: int:34,838,318 +Numeric values: 34,838,318 total +Numeric range: min:1,653,913,840, max:1,656,104,327, avg:1654062367.1 +Numeric std dev: 485594.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 34,838,318/34,838,318 (100.0%) +Types: int:34,838,318 +Numeric values: 34,838,318 total +Numeric range: min:0, max:227,250, avg:54.7 +Numeric std dev: 830.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 34,838,318/34,838,318 (100.0%) +Types: NoneType:30,327,314, dict:4,511,004 +Null/Empty: null:30,327,314 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 34,838,318/34,838,318 (100.0%) +Types: dict:34,838,318 +Null/Empty: empty_obj:31,422,048 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 34,838,318/34,838,318 (100.0%) +Types: str:34,838,318 +Null/Empty: empty_str:19,689,443 +String length avg: 267.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,150 (0.0%) + '[removed]': 472 (0.0%) + ' I'm a third party that is sailing geometry dash a...': 9 (0.0%) + '[ Removed by reddit in response to a copyright not...': 7 (0.0%) + 'If you’re new to the community, introduce yourself...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,838,318 +Booleans: true:29,635,163 (85.1%), false:5,203,155 (14.9%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,838,318 +Booleans: true:664,370 (1.9%), false:34,173,948 (98.1%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 34,838,318/34,838,318 (100.0%) +Types: bool:34,838,318 +Booleans: true:122,723 (0.4%), false:34,715,595 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 34,838,318/34,838,318 (100.0%) +Types: str:34,838,318 +String length avg: 11.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Mizkif': 41 (0.0%) + 'uuucccc7777': 21 (0.0%) + 'AskReddit': 14 (0.0%) + 'u_tropicalhousevn': 10 (0.0%) + 'RedditRelived': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 34,838,318/34,838,318 (100.0%) +Types: str:34,838,318 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_gi5ar': 41 (0.0%) + 't5_63v73r': 21 (0.0%) + 't5_2qh1i': 14 (0.0%) + 't5_2lgeno': 10 (0.0%) + 't5_5setsi': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 34,838,318/34,838,318 (100.0%) +Types: str:34,838,318 +String length avg: 13.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/Mizkif': 41 (0.0%) + 'r/uuucccc7777': 21 (0.0%) + 'r/AskReddit': 14 (0.0%) + 'u/tropicalhousevn': 10 (0.0%) + 'r/RedditRelived': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 34,838,318/34,838,318 (100.0%) +Types: int:34,838,318 +Numeric values: 34,838,318 total +Numeric range: min:-691, max:41,336,449, avg:1026706.6 +Numeric std dev: 4450647.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 34,838,318/34,838,318 (100.0%) +Types: str:34,838,318 +String length avg: 6.0 +Unique strings tracked: 3 +String values distribution: + 'public': 31,645,330 (90.8%) + 'user': 1,915,036 (5.5%) + 'restricted': 1,277,952 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 34,838,318/34,838,318 (100.0%) +Types: NoneType:27,720,133, str:7,118,185 +Null/Empty: null:27,720,133 +String length avg: 4.4 +Unique strings tracked: 8 +String values distribution: + 'new': 2,171,766 (30.5%) + 'qa': 1,936,777 (27.2%) + 'confidence': 1,671,161 (23.5%) + 'top': 915,465 (12.9%) + 'old': 354,815 (5.0%) + 'live': 48,970 (0.7%) + 'controversial': 16,755 (0.2%) + 'random': 2,476 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 34,838,318/34,838,318 (100.0%) +Types: str:34,838,318 +Null/Empty: empty_str:4,432 +String length avg: 20.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,405 (0.0%) + 'nsfw': 1,056 (0.0%) + 'self': 995 (0.0%) + 'spoiler': 27 (0.0%) + 'image': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 34,838,318/34,838,318 (100.0%) +Types: str:34,838,318 +String length avg: 53.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'If you stop for me, I’ll celebrate by recording me...': 9 (0.0%) + 'New Members Intro': 6 (0.0%) + 'channel': 5 (0.0%) + 'Dating A Total Workaholic': 4 (0.0%) + 'Self-promotion Thread': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 34,838,318/34,838,318 (100.0%) +Types: NoneType:34,837,125, str:1,193 +Null/Empty: null:34,837,125 +String length avg: 8.0 +Unique strings tracked: 2 +String values distribution: + 'INACTIVE': 1,183 (99.2%) + 'ACTIVE': 10 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 34,838,318/34,838,318 (100.0%) +Types: int:34,838,318 +Numeric values: 34,838,318 total +Numeric range: min:0, max:8,027, avg:0.0 +Numeric std dev: 1.6 +Unique numbers tracked: 248 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 34,838,318/34,838,318 (100.0%) +Types: list:34,838,318 +Null/Empty: empty_arr:34,838,162 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 34,838,318/34,838,318 (100.0%) +Types: float:34,838,318 +Numeric values: 34,838,318 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 34,838,318/34,838,318 (100.0%) +Types: str:34,838,318 +Null/Empty: empty_str:73 +String length avg: 59.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/robustlawngreenazure...': 9 (0.0%) + 'https://i.imgur.com/Lm0CNTs.jpg': 4 (0.0%) + 'https://redgifs.com/watch/lovablefantasticallosaur...': 2 (0.0%) + 'https://open.spotify.com/album/1PFsC86OsEKofp0AbO6...': 2 (0.0%) + 'https://cumlinks.com/threads/seeking-couples-for-b...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 34,838,318/34,838,318 (100.0%) +Types: NoneType:34,838,318 +Null/Empty: null:34,838,318 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 34,838,318/34,838,318 (100.0%) +Types: str:21,921,830, NoneType:12,916,488 +Null/Empty: null:12,916,488 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 10,865,729 (49.6%) + 'no_ads': 9,524,996 (43.4%) + 'some_ads': 1,296,454 (5.9%) + 'promo_adult_nsfw': 234,214 (1.1%) + 'house_only': 427 (0.0%) + 'promo_all': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 34,838,318/34,838,318 (100.0%) +Types: int:21,921,830, NoneType:12,916,488 +Null/Empty: null:12,916,488 +Numeric values: 21,921,830 total +Numeric range: min:0, max:7, avg:3.4 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 10,865,729 (49.6%) + 0: 9,524,996 (43.4%) + 7: 1,296,454 (5.9%) + 3: 234,214 (1.1%) + 1: 427 (0.0%) + 5: 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 34,833,886/34,838,318 (100.0%) +Types: int:22,871,361, NoneType:11,962,525 +Null/Empty: null:11,962,525 +Numeric values: 22,871,361 total +Numeric range: min:0, max:140, avg:120.0 +Numeric std dev: 29.2 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 34,833,886/34,838,318 (100.0%) +Types: int:22,871,361, NoneType:11,962,525 +Null/Empty: null:11,962,525 +Numeric values: 22,871,361 total +Numeric range: min:0, max:140, avg:138.4 +Numeric std dev: 14.6 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 27,082,095/34,838,318 (77.7%) +Types: list:27,082,095 +Null/Empty: empty_arr:25,704,784 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 27,082,095/34,838,318 (77.7%) +Types: str:27,082,095 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 25,704,784 (94.9%) + 'richtext': 1,377,311 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 27,082,095/34,838,318 (77.7%) +Types: str:27,082,095 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 105 (0.0%) + 't2_l1kqvwwu': 21 (0.0%) + 't2_bcevk': 18 (0.0%) + 't2_985kxbt1': 13 (0.0%) + 't2_das5dzq0': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 27,082,095/34,838,318 (77.7%) +Types: bool:27,082,095 +Booleans: true:0 (0.0%), false:27,082,095 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 27,082,095/34,838,318 (77.7%) +Types: bool:27,082,095 +Booleans: true:1,266,720 (4.7%), false:25,815,375 (95.3%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 23,136,428/34,838,318 (66.4%) +Types: str:23,136,428 +String length avg: 44.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/robustlawngreenazure...': 12 (0.0%) + 'https://i.imgur.com/Lm0CNTs.jpg': 6 (0.0%) + 'https://redgifs.com/watch/slightbouncyamericanlobs...': 6 (0.0%) + 'https://www.elocotechmakers.live/2022/05/research-...': 5 (0.0%) + 'https://redgifs.com/watch/uncomfortablesimplisticg...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 12,472,187/34,838,318 (35.8%) +Types: str:12,472,187 +String length avg: 5.9 +Unique strings tracked: 7 +String values distribution: + 'image': 6,829,045 (54.8%) + 'link': 2,370,340 (19.0%) + 'rich:video': 1,840,154 (14.8%) + 'hosted:video': 737,074 (5.9%) + 'self': 693,937 (5.6%) + 'video': 1,474 (0.0%) + 'gallery': 163 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 12,472,187/34,838,318 (35.8%) +Types: dict:12,472,187 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 11,514,500/34,838,318 (33.1%) +Types: str:11,514,500 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '86e87e96-ce66-11ea-b671-0eb29aef81b9': 13 (0.0%) + 'c6b34c40-84e0-11ec-b707-e6231f3e69f5': 11 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 10 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 10 (0.0%) + 'cf170b18-efb2-11e8-baef-0e2ca67695e6': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 2,918,303/34,838,318 (8.4%) +Types: dict:1,747,459, NoneType:1,170,844 +Null/Empty: null:1,170,844, empty_obj:3 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 2,507,342/34,838,318 (7.2%) +Types: dict:1,456,465, NoneType:1,050,877 +Null/Empty: null:1,050,877 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 2,507,342/34,838,318 (7.2%) +Types: bool:2,507,342 +Booleans: true:2,507,342 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,821,929/34,838,318 (5.2%) +Types: str:1,821,929 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_ufl9z1': 45 (0.0%) + 't3_ufnt0f': 29 (0.0%) + 't3_ufnnob': 20 (0.0%) + 't3_tzzs17': 13 (0.0%) + 't3_ufmrs7': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,821,929/34,838,318 (5.2%) +Types: list:1,821,929 +Null/Empty: empty_arr:97,536 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 333,578/34,838,318 (1.0%) +Types: str:333,578 +Null/Empty: empty_str:302,818 +String length avg: 8.8 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 12,521 (40.7%) + 'Sign Up': 5,397 (17.5%) + 'Shop Now': 3,946 (12.8%) + 'Download': 2,771 (9.0%) + 'View More': 1,683 (5.5%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 162,280/34,838,318 (0.5%) +Types: dict:117,971, NoneType:44,309 +Null/Empty: null:44,309 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 67,665/34,838,318 (0.2%) +Types: bool:67,665 +Booleans: true:67,665 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 39,531/34,838,318 (0.1%) +Types: NoneType:39,531 +Null/Empty: null:39,531 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 39,531/34,838,318 (0.1%) +Types: NoneType:39,531 +Null/Empty: null:39,531 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 39,531/34,838,318 (0.1%) +Types: NoneType:39,531 +Null/Empty: null:39,531 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 39,531/34,838,318 (0.1%) +Types: str:39,416, NoneType:115 +Null/Empty: null:115 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_dedadsm2': 703 (1.8%) + 't2_msyi4ws': 183 (0.5%) + 't2_d7ijdabd': 166 (0.4%) + 't2_26tqy8l1': 138 (0.4%) + 't2_8ygbanfd': 131 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 39,531/34,838,318 (0.1%) +Types: str:32,747, NoneType:6,784 +Null/Empty: null:6,784, empty_str:27 +String length avg: 15.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'apps.apple.com': 205 (0.6%) + 'QuickBooks.com': 182 (0.6%) + 'www.squarespace.com': 108 (0.3%) + 'grubhub.com': 74 (0.2%) + 'play.google.com': 67 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 39,531/34,838,318 (0.1%) +Types: NoneType:39,498, str:33 +Null/Empty: null:39,498 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 33 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 39,531/34,838,318 (0.1%) +Types: NoneType:39,498, str:33 +Null/Empty: null:39,498 +String length avg: 43.2 +Unique strings tracked: 5 +String values distribution: + 'https://www.youtube.com/watch?v=PeUXBvRExic': 19 (57.6%) + 'https://www.youtube.com/watch?v=nP-nMZpLM1A': 10 (30.3%) + 'https://lagoframe.com/products/limited-edition-lag...': 2 (6.1%) + 'http://www.reddit.com': 1 (3.0%) + 'https://ads.reddit.com': 1 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 39,531/34,838,318 (0.1%) +Types: list:39,531 +Null/Empty: empty_arr:39,531 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 39,531/34,838,318 (0.1%) +Types: list:39,531 +Null/Empty: empty_arr:39,531 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 39,531/34,838,318 (0.1%) +Types: str:39,531 +String length avg: 114.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://apps.apple.com/us/app/test/id1233': 68 (0.2%) + 'https://www.amcplus.com/twdu?utm_medium=paid-socia...': 28 (0.1%) + 'https://ad.doubleclick.net/ddm/trackclk/N2724.1318...': 20 (0.1%) + 'https://www.skinceuticals.com/power-to-become.html...': 20 (0.1%) + 'https://www.navexa.io/lp2/portfolio-tracker?source...': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 39,531/34,838,318 (0.1%) +Types: NoneType:39,531 +Null/Empty: null:39,531 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 39,531/34,838,318 (0.1%) +Types: NoneType:39,531 +Null/Empty: null:39,531 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 39,531/34,838,318 (0.1%) +Types: bool:39,531 +Booleans: true:0 (0.0%), false:39,531 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 39,531/34,838,318 (0.1%) +Types: bool:39,531 +Booleans: true:0 (0.0%), false:39,531 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 39,531/34,838,318 (0.1%) +Types: str:39,531 +Null/Empty: empty_str:17,532 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/PT3ExjLrWTaL...': 96 (0.4%) + 'https://reddit-image.s3.amazonaws.com/Ym9R6pGeYiPH...': 95 (0.4%) + 'https://reddit-image.s3.amazonaws.com/p1Nuvu6-9ndL...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/-4354G5HkJfW...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/aswvyk75mKan...': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 39,531/34,838,318 (0.1%) +Types: NoneType:39,531 +Null/Empty: null:39,531 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 39,531/34,838,318 (0.1%) +Types: dict:39,531 +Null/Empty: empty_obj:39,531 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 39,531/34,838,318 (0.1%) +Types: NoneType:39,531 +Null/Empty: null:39,531 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 39,531/34,838,318 (0.1%) +Types: NoneType:39,516, str:15 +Null/Empty: null:39,516 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 15 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 39,531/34,838,318 (0.1%) +Types: bool:39,531 +Booleans: true:0 (0.0%), false:39,531 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 39,531/34,838,318 (0.1%) +Types: NoneType:39,531 +Null/Empty: null:39,531 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 39,531/34,838,318 (0.1%) +Types: NoneType:39,531 +Null/Empty: null:39,531 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 39,531/34,838,318 (0.1%) +Types: NoneType:39,531 +Null/Empty: null:39,531 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 39,531/34,838,318 (0.1%) +Types: bool:39,531 +Booleans: true:39,531 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 39,531/34,838,318 (0.1%) +Types: NoneType:39,531 +Null/Empty: null:39,531 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 39,531/34,838,318 (0.1%) +Types: list:39,531 +Null/Empty: empty_arr:39,531 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 39,531/34,838,318 (0.1%) +Types: NoneType:39,531 +Null/Empty: null:39,531 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 39,531/34,838,318 (0.1%) +Types: NoneType:39,531 +Null/Empty: null:39,531 + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 21,235/34,838,318 (0.1%) +Types: dict:21,235 + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 12,469/34,838,318 (0.0%) +Types: list:12,469 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,652/34,838,318 (0.0%) +Types: float:1,652 +Numeric values: 1,652 total +Numeric range: min:1,651,381,200.0, max:253,382,778,000.0, avg:1874903178.3 +Numeric std dev: 6770184826.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,652/34,838,318 (0.0%) +Types: bool:1,652 +Booleans: true:36 (2.2%), false:1,616 (97.8%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,652/34,838,318 (0.0%) +Types: float:1,652 +Numeric values: 1,652 total +Numeric range: min:1,651,366,800.0, max:253,382,763,600.0, avg:1874826744.4 +Numeric std dev: 6770186857.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: live_audio Occurrence: 424/34,838,318 (0.0%) +Types: dict:424 + +──────────────────────────────────────────────────────────── +FIELD: tournament_data Occurrence: 169/34,838,318 (0.0%) +Types: dict:169 + +================================================================================ + +================================================================================ +FILE: RS_2022-06.jsonl +Analysis Time: 2026-01-15 16:00:38 +================================================================================ +Processed lines: 34,395,243 +Total unique fields: 137 +Max unique values tracked per field: 1,000 +Sample size: 34,395,243 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 34,395,243/34,395,243 (100.0%) +Types: list:34,395,243 +Null/Empty: empty_arr:33,675,744 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:34,395,243 +Booleans: true:1,327,828 (3.9%), false:33,067,415 (96.1%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:34,395,243 +Booleans: true:0 (0.0%), false:34,395,243 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 34,395,243/34,395,243 (100.0%) +Types: str:34,395,243 +String length avg: 11.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 367 (0.0%) + 'MudGroundbreaking': 346 (0.0%) + 'AutoModerator': 138 (0.0%) + 'sharewithme': 18 (0.0%) + 'liquidation_7Sturd': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 34,395,243/34,395,243 (100.0%) +Types: int:26,261,613, NoneType:8,133,630 +Null/Empty: null:8,133,630 +Numeric values: 26,261,613 total +Numeric range: min:1,120,363,200, max:1,656,633,414, avg:1594602390.9 +Numeric std dev: 75061400.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 34,395,243/34,395,243 (100.0%) +Types: NoneType:24,364,184, str:10,031,059 +Null/Empty: null:24,364,184, empty_str:8,629,102 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 4,599 (0.3%) + '#dadada': 1,049 (0.1%) + '#ea0027': 761 (0.1%) + '#d3d6da': 678 (0.0%) + '#edeff1': 605 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 34,395,243/34,395,243 (100.0%) +Types: NoneType:33,322,380, str:1,072,863 +Null/Empty: null:33,322,380, empty_str:117,787 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'team-harmony': 65 (0.0%) + 'verified': 52 (0.0%) + 'green': 40 (0.0%) + 'default': 33 (0.0%) + 'ver': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 34,395,243/34,395,243 (100.0%) +Types: NoneType:32,554,192, str:1,841,051 +Null/Empty: null:32,554,192 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '42a2a1cc-16ad-11ec-bd64-c2025446f9e2': 30 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 21 (0.0%) + 'f1c6dad0-9bc7-11e1-83d5-12313b088941': 11 (0.0%) + '234c5a54-6593-11ec-a8ff-1afe6e0db89e': 10 (0.0%) + 'ef54aab6-9bc7-11e1-a725-12313b0c247a': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 34,395,243/34,395,243 (100.0%) +Types: NoneType:32,078,631, str:2,316,612 +Null/Empty: null:32,078,631, empty_str:143,742 +String length avg: 16.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '-': 19 (0.0%) + 'Verified': 19 (0.0%) + 'Official Bot': 18 (0.0%) + 'UNVERIFIED': 18 (0.0%) + 'FC: <unknown> Trainer name: <unknown>': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 34,395,243/34,395,243 (100.0%) +Types: NoneType:23,924,283, str:10,470,960 +Null/Empty: null:23,924,283, empty_str:28,528 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 9,973,597 (95.5%) + 'light': 468,835 (4.5%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 34,395,243/34,395,243 (100.0%) +Types: list:34,395,243 +Null/Empty: empty_arr:34,395,243 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 34,395,243/34,395,243 (100.0%) +Types: NoneType:34,395,243 +Null/Empty: null:34,395,243 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:34,395,243 +Booleans: true:26,268,407 (76.4%), false:8,126,836 (23.6%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:34,395,243 +Booleans: true:0 (0.0%), false:34,395,243 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 34,395,243/34,395,243 (100.0%) +Types: NoneType:34,103,747, str:291,496 +Null/Empty: null:34,103,747, empty_str:291,004 +String length avg: 12.1 +Unique strings tracked: 11 +Top 5 string values: + 'drawing_and_painting': 140 (28.5%) + 'animals': 126 (25.6%) + 'photography': 73 (14.8%) + 'entertainment': 57 (11.6%) + 'gaming': 55 (11.2%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 34,395,243/34,395,243 (100.0%) +Types: NoneType:34,179,338, list:215,905 +Null/Empty: null:34,179,338 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:34,395,243 +Booleans: true:20,760 (0.1%), false:34,374,483 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 34,395,243/34,395,243 (100.0%) +Types: int:34,395,243 +Numeric values: 34,395,243 total +Numeric range: min:1,654,084,800, max:1,656,633,599, avg:1655372999.4 +Numeric std dev: 738019.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 34,395,243/34,395,243 (100.0%) +Types: NoneType:34,040,636, str:354,607 +Null/Empty: null:34,040,636 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 354,607 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 34,395,243/34,395,243 (100.0%) +Types: NoneType:34,347,164, str:48,079 +Null/Empty: null:34,347,164 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 48,034 (99.9%) + 'admin': 45 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 34,395,243/34,395,243 (100.0%) +Types: str:34,395,243 +Null/Empty: empty_str:715 +String length avg: 12.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 768 (0.0%) + 'pbs.twimg.com': 613 (0.0%) + 'i.imgur.com': 187 (0.0%) + 'redgifs.com': 173 (0.0%) + 'reddit.com': 165 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:33,781,360, float:613,883 +Booleans: true:0 (0.0%), false:33,781,360 (100.0%) +Numeric values: 613,883 total +Numeric range: min:1,654,084,971.0, max:1,657,793,086.0, avg:1655421950.3 +Numeric std dev: 752258.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 34,395,243/34,395,243 (100.0%) +Types: int:34,395,243 +Numeric values: 34,395,243 total +Numeric range: min:0, max:35, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 23 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 34,395,243/34,395,243 (100.0%) +Types: dict:34,395,243 +Null/Empty: empty_obj:34,115,343 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:34,395,243 +Booleans: true:0 (0.0%), false:34,395,243 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:34,395,243 +Booleans: true:15,546 (0.0%), false:34,379,697 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 34,395,243/34,395,243 (100.0%) +Types: str:34,395,243 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'v1hjrn': 1 (0.0%) + 'v2d1te': 1 (0.0%) + 'v2favx': 1 (0.0%) + 'v2favy': 1 (0.0%) + 'v2faw1': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:34,395,243 +Booleans: true:47,648 (0.1%), false:34,347,595 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:34,395,243 +Booleans: true:19,929,326 (57.9%), false:14,465,917 (42.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:34,395,243 +Booleans: true:58 (0.0%), false:34,395,185 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:34,395,243 +Booleans: true:204,982 (0.6%), false:34,190,261 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:34,395,243 +Booleans: true:11,019,850 (32.0%), false:23,375,393 (68.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:34,395,243 +Booleans: true:19,996,799 (58.1%), false:14,398,444 (41.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:34,395,243 +Booleans: true:11,531,444 (33.5%), false:22,863,799 (66.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:34,395,243 +Booleans: true:1,066,092 (3.1%), false:33,329,151 (96.9%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 34,395,243/34,395,243 (100.0%) +Types: str:34,188,709, NoneType:206,534 +Null/Empty: null:206,534, empty_str:24,713,112 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 605 (0.0%) + '#ea0027': 472 (0.0%) + '#0079d3': 432 (0.0%) + '#ffd635': 325 (0.0%) + '#ff66ac': 316 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 34,395,243/34,395,243 (100.0%) +Types: NoneType:22,976,552, str:11,418,691 +Null/Empty: null:22,976,552, empty_str:7,275,555 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 121 (0.0%) + 'question': 116 (0.0%) + 'male': 62 (0.0%) + 'blue': 57 (0.0%) + 'orange': 54 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 34,395,243/34,395,243 (100.0%) +Types: list:34,395,243 +Null/Empty: empty_arr:28,773,313 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 34,395,243/34,395,243 (100.0%) +Types: NoneType:22,156,846, str:12,238,397 +Null/Empty: null:22,156,846, empty_str:470 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 77 (0.0%) + 'Question': 51 (0.0%) + 'Female': 27 (0.0%) + 'M4F': 18 (0.0%) + 'News': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 34,395,243/34,395,243 (100.0%) +Types: str:34,317,666, NoneType:77,577 +Null/Empty: null:77,577 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 29,081,721 (84.7%) + 'light': 5,235,945 (15.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 34,395,243/34,395,243 (100.0%) +Types: str:34,395,243 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 28,773,313 (83.7%) + 'richtext': 5,621,930 (16.3%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:34,395,243 +Booleans: true:1,069,534 (3.1%), false:33,325,709 (96.9%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 34,395,243/34,395,243 (100.0%) +Types: NoneType:30,064,040, dict:4,331,203 +Null/Empty: null:30,064,040 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 34,395,243/34,395,243 (100.0%) +Types: dict:34,395,243 +Null/Empty: empty_obj:31,111,192 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:34,395,243 +Booleans: true:532 (0.0%), false:34,394,711 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 34,395,243/34,395,243 (100.0%) +Types: str:34,395,243 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_v1hjrn': 1 (0.0%) + 't3_v2d1te': 1 (0.0%) + 't3_v2favx': 1 (0.0%) + 't3_v2favy': 1 (0.0%) + 't3_v2faw1': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:34,395,243 +Booleans: true:17,132,637 (49.8%), false:17,262,606 (50.2%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 34,395,243/34,395,243 (100.0%) +Types: int:34,395,243 +Numeric values: 34,395,243 total +Numeric range: min:0, max:72,453, avg:5.9 +Numeric std dev: 70.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 34,395,243/34,395,243 (100.0%) +Types: int:34,395,243 +Numeric values: 34,395,243 total +Numeric range: min:0, max:2,580, avg:0.0 +Numeric std dev: 1.3 +Unique numbers tracked: 262 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:34,395,243 +Booleans: true:15,223,163 (44.3%), false:19,172,080 (55.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 34,395,243/34,395,243 (100.0%) +Types: str:21,399,395, NoneType:12,995,848 +Null/Empty: null:12,995,848 +String length avg: 6.6 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 10,706,776 (50.0%) + 'no_ads': 9,367,512 (43.8%) + 'some_ads': 1,324,677 (6.2%) + 'house_only': 390 (0.0%) + 'promo_adult_nsfw': 26 (0.0%) + 'promo_all': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 34,395,243/34,395,243 (100.0%) +Types: str:34,395,243 +String length avg: 66.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/FreeGameKeyGiveaways/comments/v1hjrn/wacky_wedn...': 1 (0.0%) + '/r/nearprotocol/comments/v2d1te/wednearsday_is_bac...': 1 (0.0%) + '/r/UltraAlgo/comments/v2favx/cri_awaiting_buy_sign...': 1 (0.0%) + '/r/idk/comments/v2favy/bets_on_how_quick_imma_chec...': 1 (0.0%) + '/r/ArtFullNudes/comments/v2faw1/m_waking_up_to_a_b...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:34,395,243 +Booleans: true:0 (0.0%), false:34,395,243 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 34,395,243/34,395,243 (100.0%) +Types: int:21,399,395, NoneType:12,995,848 +Null/Empty: null:12,995,848 +Numeric values: 21,399,395 total +Numeric range: min:0, max:7, avg:3.4 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 10,706,776 (50.0%) + 0: 9,367,512 (43.8%) + 7: 1,324,677 (6.2%) + 1: 390 (0.0%) + 3: 26 (0.0%) + 5: 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:34,395,243 +Booleans: true:4,449 (0.0%), false:34,390,794 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 34,395,243/34,395,243 (100.0%) +Types: NoneType:34,395,243 +Null/Empty: null:34,395,243 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 34,395,243/34,395,243 (100.0%) +Types: NoneType:19,996,874, str:14,398,369 +Null/Empty: null:19,996,874 +String length avg: 7.4 +Unique strings tracked: 9 +String values distribution: + 'deleted': 7,670,664 (53.3%) + 'moderator': 3,536,355 (24.6%) + 'reddit': 2,981,275 (20.7%) + 'automod_filtered': 141,866 (1.0%) + 'copyright_takedown': 34,712 (0.2%) + 'author': 20,303 (0.1%) + 'content_takedown': 12,938 (0.1%) + 'community_ops': 178 (0.0%) + 'anti_evil_ops': 78 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 34,395,243/34,395,243 (100.0%) +Types: int:34,395,243 +Numeric values: 34,395,243 total +Numeric range: min:1,654,145,259, max:1,657,808,266, avg:1657120218.3 +Numeric std dev: 79085.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_utc Occurrence: 34,395,243/34,395,243 (100.0%) +Types: int:34,395,243 +Numeric values: 34,395,243 total +Numeric range: min:1,654,145,259, max:1,657,808,266, avg:1657120218.3 +Numeric std dev: 79085.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 34,395,243/34,395,243 (100.0%) +Types: int:34,395,243 +Numeric values: 34,395,243 total +Numeric range: min:0, max:297,075, avg:51.4 +Numeric std dev: 775.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 34,395,243/34,395,243 (100.0%) +Types: NoneType:30,064,040, dict:4,331,203 +Null/Empty: null:30,064,040 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 34,395,243/34,395,243 (100.0%) +Types: dict:34,395,243 +Null/Empty: empty_obj:31,111,192 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 34,395,243/34,395,243 (100.0%) +Types: str:34,395,243 +Null/Empty: empty_str:19,245,661 +String length avg: 257.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,159 (0.0%) + '[removed]': 501 (0.0%) + ' + +**After listing at CMC amount of transaction in...': 15 (0.0%) + '.': 4 (0.0%) + '[Apply here](https://click.appcast.io/track/cuo5n0...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:34,395,243 +Booleans: true:27,762,448 (80.7%), false:6,632,795 (19.3%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:34,395,243 +Booleans: true:724,952 (2.1%), false:33,670,291 (97.9%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 34,395,243/34,395,243 (100.0%) +Types: bool:34,395,243 +Booleans: true:110,706 (0.3%), false:34,284,537 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 34,395,243/34,395,243 (100.0%) +Types: str:34,395,243 +String length avg: 11.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'UltraAlgo': 224 (0.0%) + 'Malafaat': 10 (0.0%) + 'AskReddit': 8 (0.0%) + 'EgyptMusic': 8 (0.0%) + 'jerkbudss': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 34,395,243/34,395,243 (100.0%) +Types: str:34,395,243 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_4430vb': 224 (0.0%) + 't5_5zap88': 10 (0.0%) + 't5_2qh1i': 8 (0.0%) + 't5_60n822': 8 (0.0%) + 't5_3b1ay1': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 34,395,243/34,395,243 (100.0%) +Types: str:34,395,243 +String length avg: 13.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/UltraAlgo': 224 (0.0%) + 'r/Malafaat': 10 (0.0%) + 'r/AskReddit': 8 (0.0%) + 'r/EgyptMusic': 8 (0.0%) + 'r/jerkbudss': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 34,395,243/34,395,243 (100.0%) +Types: int:34,395,243 +Numeric values: 34,395,243 total +Numeric range: min:-690, max:41,630,445, avg:1041900.0 +Numeric std dev: 4511872.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 34,395,243/34,395,243 (100.0%) +Types: str:34,395,243 +String length avg: 6.0 +Unique strings tracked: 3 +String values distribution: + 'public': 31,351,811 (91.2%) + 'user': 1,837,318 (5.3%) + 'restricted': 1,206,114 (3.5%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 34,395,243/34,395,243 (100.0%) +Types: NoneType:27,281,745, str:7,113,498 +Null/Empty: null:27,281,745 +String length avg: 4.4 +Unique strings tracked: 8 +String values distribution: + 'new': 2,201,657 (31.0%) + 'qa': 1,858,160 (26.1%) + 'confidence': 1,635,783 (23.0%) + 'top': 965,293 (13.6%) + 'old': 395,809 (5.6%) + 'live': 37,826 (0.5%) + 'controversial': 16,641 (0.2%) + 'random': 2,329 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 34,395,243/34,395,243 (100.0%) +Types: str:34,395,243 +Null/Empty: empty_str:3,567 +String length avg: 20.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 968 (0.0%) + 'nsfw': 520 (0.0%) + 'self': 478 (0.0%) + 'spoiler': 6 (0.0%) + 'https://a.thumbs.redditmedia.com/Wy_PY7Bs1CXhOVzOX...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 34,395,243/34,395,243 (100.0%) +Types: str:34,395,243 +String length avg: 53.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '🔥Moox Auto Compounding & LP Stake Reward Proto...': 7 (0.0%) + 'New Members Intro': 5 (0.0%) + 'A petite girl, with some relly nice naturals.': 4 (0.0%) + 'M4F Mansfield ohio Snapchat @ nos98tank too tradr ...': 3 (0.0%) + 'do you want be my boyfriend?': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 34,395,243/34,395,243 (100.0%) +Types: NoneType:34,394,171, str:1,072 +Null/Empty: null:34,394,171 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 1,072 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 34,395,243/34,395,243 (100.0%) +Types: int:34,395,243 +Numeric values: 34,395,243 total +Numeric range: min:0, max:3,118, avg:0.0 +Numeric std dev: 1.2 +Unique numbers tracked: 242 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 34,395,243/34,395,243 (100.0%) +Types: list:34,395,243 +Null/Empty: empty_arr:34,395,187 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 34,395,243/34,395,243 (100.0%) +Types: float:34,395,243 +Numeric values: 34,395,243 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 34,395,243/34,395,243 (100.0%) +Types: str:34,395,243 +Null/Empty: empty_str:97 +String length avg: 59.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/ivorycruelarmadillo': 4 (0.0%) + 'https://www.redgifs.com/watch/murkybossyxenopteryg...': 3 (0.0%) + 'https://redgifs.com/watch/responsibledarkslategray...': 3 (0.0%) + 'https://youtube.com/watch?v=bXmu45X0p0M&featur...': 3 (0.0%) + 'https://www.reddit.com/r/beermoneyeasteu/comments/...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 34,395,243/34,395,243 (100.0%) +Types: NoneType:34,395,243 +Null/Empty: null:34,395,243 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 34,395,243/34,395,243 (100.0%) +Types: str:21,399,395, NoneType:12,995,848 +Null/Empty: null:12,995,848 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 10,539,576 (49.3%) + 'no_ads': 9,367,512 (43.8%) + 'some_ads': 1,266,889 (5.9%) + 'promo_adult_nsfw': 225,014 (1.1%) + 'house_only': 390 (0.0%) + 'promo_all': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 34,395,243/34,395,243 (100.0%) +Types: int:21,399,395, NoneType:12,995,848 +Null/Empty: null:12,995,848 +Numeric values: 21,399,395 total +Numeric range: min:0, max:7, avg:3.4 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 10,539,576 (49.3%) + 0: 9,367,512 (43.8%) + 7: 1,266,889 (5.9%) + 3: 225,014 (1.1%) + 1: 390 (0.0%) + 5: 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 34,391,676/34,395,243 (100.0%) +Types: int:22,462,265, NoneType:11,929,411 +Null/Empty: null:11,929,411 +Numeric values: 22,462,265 total +Numeric range: min:0, max:140, avg:120.7 +Numeric std dev: 28.9 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 34,391,676/34,395,243 (100.0%) +Types: int:22,462,265, NoneType:11,929,411 +Null/Empty: null:11,929,411 +Numeric values: 22,462,265 total +Numeric range: min:0, max:140, avg:138.4 +Numeric std dev: 14.3 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 26,271,391/34,395,243 (76.4%) +Types: list:26,271,391 +Null/Empty: empty_arr:24,973,123 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 26,271,391/34,395,243 (76.4%) +Types: str:26,271,391 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 24,973,123 (95.1%) + 'richtext': 1,298,268 (4.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 26,271,391/34,395,243 (76.4%) +Types: str:26,271,391 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6y7clj6s': 347 (0.0%) + 't2_6l4z3': 138 (0.0%) + 't2_bcevk': 18 (0.0%) + 't2_hlf0q60m': 15 (0.0%) + 't2_hi583xth': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 26,271,391/34,395,243 (76.4%) +Types: bool:26,271,391 +Booleans: true:0 (0.0%), false:26,271,391 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 26,271,391/34,395,243 (76.4%) +Types: bool:26,271,391 +Booleans: true:1,126,988 (4.3%), false:25,144,403 (95.7%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 22,863,702/34,395,243 (66.5%) +Types: str:22,863,702 +String length avg: 44.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/ivorycruelarmadillo': 7 (0.0%) + 'https://www.redgifs.com/watch/murkybossyxenopteryg...': 5 (0.0%) + 'https://www.youtube.com/watch?v=Juc_cxkbx0k': 5 (0.0%) + 'https://www.reddit.com/r/beermoneyeasteu/comments/...': 4 (0.0%) + 'https://i.imgur.com/o2Spz5y.jpg': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 12,082,260/34,395,243 (35.1%) +Types: str:12,082,260 +String length avg: 5.9 +Unique strings tracked: 7 +String values distribution: + 'image': 6,744,999 (55.8%) + 'link': 2,214,444 (18.3%) + 'rich:video': 1,771,834 (14.7%) + 'hosted:video': 700,964 (5.8%) + 'self': 648,629 (5.4%) + 'video': 810 (0.0%) + 'gallery': 580 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 12,082,260/34,395,243 (35.1%) +Types: dict:12,082,260 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 11,306,774/34,395,243 (32.9%) +Types: str:11,306,774 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '14bbc316-ef4e-11e9-a024-0e7ded3a8d14': 12 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 8 (0.0%) + 'e3937af4-545a-11eb-a4f9-0e85c04e87bb': 5 (0.0%) + '86e87e96-ce66-11ea-b671-0eb29aef81b9': 5 (0.0%) + '24550862-046b-11e7-9caa-0ec1f612c3ba': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 2,947,621/34,395,243 (8.6%) +Types: dict:1,707,875, NoneType:1,239,746 +Null/Empty: null:1,239,746 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 2,537,923/34,395,243 (7.4%) +Types: dict:1,417,951, NoneType:1,119,972 +Null/Empty: null:1,119,972 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 2,537,923/34,395,243 (7.4%) +Types: bool:2,537,923 +Booleans: true:2,537,923 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,702,758/34,395,243 (5.0%) +Types: str:1,702,758 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_v2fmg7': 52 (0.0%) + 't3_v2f7m1': 34 (0.0%) + 't3_v2e0ck': 24 (0.0%) + 't3_v2fp2d': 21 (0.0%) + 't3_v2de3q': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,702,758/34,395,243 (5.0%) +Types: list:1,702,758 +Null/Empty: empty_arr:85,564 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 331,064/34,395,243 (1.0%) +Types: str:331,064 +Null/Empty: empty_str:290,991 +String length avg: 8.7 +Unique strings tracked: 15 +Top 5 string values: + 'Shop Now': 13,160 (32.8%) + 'Learn More': 12,889 (32.2%) + 'Sign Up': 4,408 (11.0%) + 'Download': 2,453 (6.1%) + 'View More': 1,900 (4.7%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 148,500/34,395,243 (0.4%) +Types: dict:105,264, NoneType:43,236 +Null/Empty: null:43,236 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 97,460/34,395,243 (0.3%) +Types: bool:97,460 +Booleans: true:97,460 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 47,648/34,395,243 (0.1%) +Types: NoneType:47,648 +Null/Empty: null:47,648 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 47,648/34,395,243 (0.1%) +Types: NoneType:47,648 +Null/Empty: null:47,648 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 47,648/34,395,243 (0.1%) +Types: NoneType:47,648 +Null/Empty: null:47,648 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 47,648/34,395,243 (0.1%) +Types: str:47,580, NoneType:68 +Null/Empty: null:68 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_o3ytrqci': 9,605 (20.2%) + 't2_dedadsm2': 583 (1.2%) + 't2_4kfv0g6z': 202 (0.4%) + 't2_d7ijdabd': 162 (0.3%) + 't2_1v9d9kvf': 127 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 47,648/34,395,243 (0.1%) +Types: str:33,583, NoneType:14,065 +Null/Empty: null:14,065, empty_str:26 +String length avg: 16.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'apps.apple.com': 299 (0.9%) + 'peacocktv.com': 179 (0.5%) + 'grubhub.com': 126 (0.4%) + 'elderscrollsonline.com/en-us/joinus': 122 (0.4%) + 'play.google.com': 121 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 47,648/34,395,243 (0.1%) +Types: NoneType:47,601, str:47 +Null/Empty: null:47,601 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 26 (55.3%) + 'iframe': 21 (44.7%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 47,648/34,395,243 (0.1%) +Types: NoneType:47,601, str:47 +Null/Empty: null:47,601 +String length avg: 58.1 +Unique strings tracked: 9 +String values distribution: + 'https://google.com': 21 (44.7%) + 'https://reddit.com': 14 (29.8%) + 'https://app.adjust.com/lh3io2d?campaign={{CAMPAIGN...': 4 (8.5%) + 'https://threatlocker.com/u': 3 (6.4%) + 'https://alecng.ca': 1 (2.1%) + 'https://youtu.be/Z_Gquax0py0': 1 (2.1%) + 'https://www.youtube.com/watch?v=piDXnH_5zDQ': 1 (2.1%) + 'https://www.youtube.com/watch?v=myYqlkhey-A': 1 (2.1%) + 'https://threatlocker.com/?utm_source=reddit&ut...': 1 (2.1%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 47,648/34,395,243 (0.1%) +Types: list:47,648 +Null/Empty: empty_arr:47,648 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 47,648/34,395,243 (0.1%) +Types: list:47,648 +Null/Empty: empty_arr:47,648 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 47,648/34,395,243 (0.1%) +Types: str:47,648 +String length avg: 104.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.jackinthebox.com/?utm_source=reddit&am...': 66 (0.1%) + 'https://apps.apple.com/us/app/test/id1233': 51 (0.1%) + 'https://www.brooksrunning.com/en_us/adrenaline-gts...': 44 (0.1%) + 'https://apps.apple.com/us/app/draftkings-sportsboo...': 34 (0.1%) + 'https://play.google.com/store/apps/details?id=com....': 34 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 47,648/34,395,243 (0.1%) +Types: NoneType:47,648 +Null/Empty: null:47,648 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 47,648/34,395,243 (0.1%) +Types: NoneType:47,648 +Null/Empty: null:47,648 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 47,648/34,395,243 (0.1%) +Types: bool:47,648 +Booleans: true:0 (0.0%), false:47,648 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 47,648/34,395,243 (0.1%) +Types: bool:47,648 +Booleans: true:0 (0.0%), false:47,648 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 47,648/34,395,243 (0.1%) +Types: str:47,648 +Null/Empty: empty_str:17,303 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/Ym9R6pGeYiPH...': 80 (0.3%) + 'https://reddit-image.s3.amazonaws.com/kx_JzTRrzlXa...': 72 (0.2%) + 'https://reddit-image.s3.amazonaws.com/PT3ExjLrWTaL...': 66 (0.2%) + 'https://reddit-image.s3.amazonaws.com/qikzv0CjawbO...': 16 (0.1%) + 'https://reddit-image.s3.amazonaws.com/NkqKt1DcPi_4...': 16 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 47,648/34,395,243 (0.1%) +Types: NoneType:47,648 +Null/Empty: null:47,648 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 47,648/34,395,243 (0.1%) +Types: dict:47,648 +Null/Empty: empty_obj:47,648 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 47,648/34,395,243 (0.1%) +Types: NoneType:47,648 +Null/Empty: null:47,648 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 47,648/34,395,243 (0.1%) +Types: NoneType:47,642, str:6 +Null/Empty: null:47,642 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 6 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 47,648/34,395,243 (0.1%) +Types: bool:47,648 +Booleans: true:0 (0.0%), false:47,648 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 47,648/34,395,243 (0.1%) +Types: NoneType:47,648 +Null/Empty: null:47,648 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 47,648/34,395,243 (0.1%) +Types: NoneType:47,648 +Null/Empty: null:47,648 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 47,648/34,395,243 (0.1%) +Types: NoneType:47,648 +Null/Empty: null:47,648 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 47,648/34,395,243 (0.1%) +Types: bool:47,648 +Booleans: true:47,648 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 47,648/34,395,243 (0.1%) +Types: NoneType:47,648 +Null/Empty: null:47,648 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 47,648/34,395,243 (0.1%) +Types: list:47,648 +Null/Empty: empty_arr:47,648 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 47,648/34,395,243 (0.1%) +Types: NoneType:47,648 +Null/Empty: null:47,648 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 47,648/34,395,243 (0.1%) +Types: NoneType:47,648 +Null/Empty: null:47,648 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 30,617/34,395,243 (0.1%) +Types: NoneType:30,617 +Null/Empty: null:30,617 + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 17,746/34,395,243 (0.1%) +Types: dict:17,746 + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 12,462/34,395,243 (0.0%) +Types: list:12,462 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,410/34,395,243 (0.0%) +Types: float:1,410 +Numeric values: 1,410 total +Numeric range: min:1,654,102,800.0, max:4,116,567,600.0, avg:1658024065.5 +Numeric std dev: 65905121.1 +Unique numbers tracked: 909 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,410/34,395,243 (0.0%) +Types: bool:1,410 +Booleans: true:8 (0.6%), false:1,402 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,410/34,395,243 (0.0%) +Types: float:1,410 +Numeric values: 1,410 total +Numeric range: min:1,654,081,200.0, max:4,116,553,200.0, avg:1657953364.5 +Numeric std dev: 65906208.3 +Unique numbers tracked: 926 + +──────────────────────────────────────────────────────────── +FIELD: live_audio Occurrence: 417/34,395,243 (0.0%) +Types: dict:417 + +──────────────────────────────────────────────────────────── +FIELD: tournament_data Occurrence: 94/34,395,243 (0.0%) +Types: dict:94 + +================================================================================ + +================================================================================ +FILE: RS_2022-07.jsonl +Analysis Time: 2026-01-15 17:20:58 +================================================================================ +Processed lines: 37,222,497 +Total unique fields: 136 +Max unique values tracked per field: 1,000 +Sample size: 37,222,497 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 37,222,497/37,222,497 (100.0%) +Types: list:37,222,497 +Null/Empty: empty_arr:36,551,074 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:37,222,497 +Booleans: true:1,479,110 (4.0%), false:35,743,387 (96.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:37,222,497 +Booleans: true:0 (0.0%), false:37,222,497 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 37,222,497/37,222,497 (100.0%) +Types: str:37,222,497 +String length avg: 11.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 274 (0.0%) + 'AutoModerator': 118 (0.0%) + 'APSYCHIC': 33 (0.0%) + 'sharewithme': 14 (0.0%) + 'AutoNewspaperAdmin': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 37,222,497/37,222,497 (100.0%) +Types: int:22,972,978, NoneType:14,249,519 +Null/Empty: null:14,249,519 +Numeric values: 22,972,978 total +Numeric range: min:1,120,363,200, max:1,656,695,212, avg:1586573882.7 +Numeric std dev: 78343513.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 37,222,497/37,222,497 (100.0%) +Types: NoneType:25,507,644, str:11,714,853 +Null/Empty: null:25,507,644, empty_str:10,208,965 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 4,966 (0.3%) + '#dadada': 1,129 (0.1%) + '#edeff1': 838 (0.1%) + '#d3d6da': 779 (0.1%) + '#ea0027': 753 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 37,222,497/37,222,497 (100.0%) +Types: NoneType:36,125,597, str:1,096,900 +Null/Empty: null:36,125,597, empty_str:116,466 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 64 (0.0%) + 'green': 60 (0.0%) + 'team-harmony': 51 (0.0%) + 'ver': 38 (0.0%) + 'vam': 36 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 37,222,497/37,222,497 (100.0%) +Types: NoneType:35,255,554, str:1,966,943 +Null/Empty: null:35,255,554 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '42a2a1cc-16ad-11ec-bd64-c2025446f9e2': 54 (0.0%) + '55bac45a-146f-11e7-839d-0ef2495765a4': 20 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 19 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 17 (0.0%) + '38fb4ae2-4e59-11e1-912e-12313d18ad57': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 37,222,497/37,222,497 (100.0%) +Types: NoneType:34,787,575, str:2,434,922 +Null/Empty: null:34,787,575, empty_str:136,331 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'UNVERIFIED': 38 (0.0%) + '-': 28 (0.0%) + 'Mod': 23 (0.0%) + 'Verified': 17 (0.0%) + 'Layperson/not verified as healthcare professional': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 37,222,497/37,222,497 (100.0%) +Types: NoneType:25,045,612, str:12,176,885 +Null/Empty: null:25,045,612, empty_str:29,007 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 11,626,117 (95.7%) + 'light': 521,761 (4.3%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 37,222,497/37,222,497 (100.0%) +Types: list:37,222,497 +Null/Empty: empty_arr:37,222,497 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 37,222,497/37,222,497 (100.0%) +Types: NoneType:37,222,497 +Null/Empty: null:37,222,497 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:37,222,497 +Booleans: true:27,508,013 (73.9%), false:9,714,484 (26.1%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:37,222,497 +Booleans: true:0 (0.0%), false:37,222,497 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 37,222,497/37,222,497 (100.0%) +Types: NoneType:36,897,556, str:324,941 +Null/Empty: null:36,897,556, empty_str:324,230 +String length avg: 11.1 +Unique strings tracked: 12 +Top 5 string values: + 'animals': 270 (38.0%) + 'drawing_and_painting': 159 (22.4%) + 'photography': 95 (13.4%) + 'entertainment': 79 (11.1%) + 'gaming': 71 (10.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 37,222,497/37,222,497 (100.0%) +Types: NoneType:36,989,632, list:232,865 +Null/Empty: null:36,989,632 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:37,222,497 +Booleans: true:28,176 (0.1%), false:37,194,321 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 37,222,497/37,222,497 (100.0%) +Types: int:37,222,497 +Numeric values: 37,222,497 total +Numeric range: min:1,656,633,600, max:1,659,311,999, avg:1658005271.5 +Numeric std dev: 769885.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 37,222,497/37,222,497 (100.0%) +Types: NoneType:36,818,133, str:404,364 +Null/Empty: null:36,818,133 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 404,364 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 37,222,497/37,222,497 (100.0%) +Types: NoneType:37,173,668, str:48,829 +Null/Empty: null:37,173,668 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 48,764 (99.9%) + 'admin': 65 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 37,222,497/37,222,497 (100.0%) +Types: str:37,222,497 +Null/Empty: empty_str:65 +String length avg: 12.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 654 (0.0%) + 'reddit.com': 206 (0.0%) + 'i.imgur.com': 179 (0.0%) + 'redgifs.com': 127 (0.0%) + 'v.redd.it': 76 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:36,562,520, float:659,977 +Booleans: true:0 (0.0%), false:36,562,520 (100.0%) +Numeric values: 659,977 total +Numeric range: min:1,656,633,818.0, max:1,660,051,157.0, avg:1658056330.4 +Numeric std dev: 789687.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 37,222,497/37,222,497 (100.0%) +Types: int:37,222,497 +Numeric values: 37,222,497 total +Numeric range: min:0, max:26, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 18 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 37,222,497/37,222,497 (100.0%) +Types: dict:37,222,497 +Null/Empty: empty_obj:36,971,310 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:37,222,497 +Booleans: true:0 (0.0%), false:37,222,497 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:37,222,497 +Booleans: true:15,898 (0.0%), false:37,206,599 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 37,222,497/37,222,497 (100.0%) +Types: str:37,222,497 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'vkjs9i': 1 (0.0%) + 'vof54o': 1 (0.0%) + 'vompqi': 1 (0.0%) + 'vompql': 1 (0.0%) + 'vompqn': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:37,222,497 +Booleans: true:39,757 (0.1%), false:37,182,740 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:37,222,497 +Booleans: true:20,652,189 (55.5%), false:16,570,308 (44.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:37,222,497 +Booleans: true:41 (0.0%), false:37,222,456 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:37,222,497 +Booleans: true:220,614 (0.6%), false:37,001,883 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:37,222,497 +Booleans: true:11,481,850 (30.8%), false:25,740,647 (69.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:37,222,497 +Booleans: true:20,710,822 (55.6%), false:16,511,675 (44.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:37,222,497 +Booleans: true:12,390,778 (33.3%), false:24,831,719 (66.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:37,222,497 +Booleans: true:1,142,599 (3.1%), false:36,079,898 (96.9%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 37,222,497/37,222,497 (100.0%) +Types: str:37,002,077, NoneType:220,420 +Null/Empty: null:220,420, empty_str:26,835,197 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 574 (0.0%) + '#0079d3': 428 (0.0%) + '#ea0027': 410 (0.0%) + '#ff66ac': 407 (0.0%) + '#ffd635': 301 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 37,222,497/37,222,497 (100.0%) +Types: NoneType:25,063,063, str:12,159,434 +Null/Empty: null:25,063,063, empty_str:7,736,238 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'question': 143 (0.0%) + 'discussion': 134 (0.0%) + 'blue': 62 (0.0%) + 'male': 54 (0.0%) + 'help': 45 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 37,222,497/37,222,497 (100.0%) +Types: list:37,222,497 +Null/Empty: empty_arr:31,107,234 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 37,222,497/37,222,497 (100.0%) +Types: NoneType:24,186,702, str:13,035,795 +Null/Empty: null:24,186,702, empty_str:497 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Question': 70 (0.0%) + 'Discussion': 67 (0.0%) + 'Meme': 19 (0.0%) + 'Unverified': 17 (0.0%) + 'Video': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 37,222,497/37,222,497 (100.0%) +Types: str:37,143,424, NoneType:79,073 +Null/Empty: null:79,073 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 31,524,045 (84.9%) + 'light': 5,619,379 (15.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 37,222,497/37,222,497 (100.0%) +Types: str:37,222,497 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 31,107,234 (83.6%) + 'richtext': 6,115,263 (16.4%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:37,222,497 +Booleans: true:1,266,470 (3.4%), false:35,956,027 (96.6%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 37,222,497/37,222,497 (100.0%) +Types: NoneType:32,805,341, dict:4,417,156 +Null/Empty: null:32,805,341 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 37,222,497/37,222,497 (100.0%) +Types: dict:37,222,497 +Null/Empty: empty_obj:33,938,732 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:37,222,497 +Booleans: true:509 (0.0%), false:37,221,988 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 37,222,497/37,222,497 (100.0%) +Types: str:37,222,497 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_vkjs9i': 1 (0.0%) + 't3_vof54o': 1 (0.0%) + 't3_vompqi': 1 (0.0%) + 't3_vompql': 1 (0.0%) + 't3_vompqn': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:37,222,497 +Booleans: true:18,985,909 (51.0%), false:18,236,588 (49.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 37,222,497/37,222,497 (100.0%) +Types: int:37,222,497 +Numeric values: 37,222,497 total +Numeric range: min:0, max:74,238, avg:6.1 +Numeric std dev: 71.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 37,222,497/37,222,497 (100.0%) +Types: int:37,222,497 +Numeric values: 37,222,497 total +Numeric range: min:0, max:2,875, avg:0.0 +Numeric std dev: 1.2 +Unique numbers tracked: 262 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:37,222,497 +Booleans: true:16,845,513 (45.3%), false:20,376,984 (54.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 37,222,497/37,222,497 (100.0%) +Types: str:24,658,014, NoneType:12,564,483 +Null/Empty: null:12,564,483 +String length avg: 6.6 +Unique strings tracked: 6 +String values distribution: + 'no_ads': 11,932,021 (48.4%) + 'all_ads': 11,375,193 (46.1%) + 'some_ads': 1,350,364 (5.5%) + 'house_only': 391 (0.0%) + 'promo_adult_nsfw': 35 (0.0%) + 'promo_all': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 37,222,497/37,222,497 (100.0%) +Types: str:37,222,497 +String length avg: 66.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/ShitPostCrusaders/comments/vkjs9i/the_second_jo...': 1 (0.0%) + '/r/ShitPostCrusaders/comments/vof54o/the_second_jo...': 1 (0.0%) + '/r/PussyMound/comments/vompqi/candyx234/': 1 (0.0%) + '/r/arknights/comments/vompql/silverdaddys_fine_bre...': 1 (0.0%) + '/r/196/comments/vompqn/ruletendo/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:37,222,497 +Booleans: true:0 (0.0%), false:37,222,497 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 37,222,497/37,222,497 (100.0%) +Types: int:24,658,014, NoneType:12,564,483 +Null/Empty: null:12,564,483 +Numeric values: 24,658,014 total +Numeric range: min:0, max:7, avg:3.2 +Numeric std dev: 3.1 +Unique numbers tracked: 6 +Numeric values distribution: + 0: 11,932,021 (48.4%) + 6: 11,375,193 (46.1%) + 7: 1,350,364 (5.5%) + 1: 391 (0.0%) + 3: 35 (0.0%) + 5: 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:37,222,497 +Booleans: true:4,384 (0.0%), false:37,218,113 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 37,222,497/37,222,497 (100.0%) +Types: NoneType:37,222,497 +Null/Empty: null:37,222,497 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 37,222,497/37,222,497 (100.0%) +Types: NoneType:20,690,856, str:16,531,641 +Null/Empty: null:20,690,856 +String length avg: 7.4 +Unique strings tracked: 9 +String values distribution: + 'deleted': 9,214,077 (55.7%) + 'moderator': 3,703,631 (22.4%) + 'reddit': 3,394,408 (20.5%) + 'automod_filtered': 150,668 (0.9%) + 'copyright_takedown': 35,024 (0.2%) + 'author': 19,672 (0.1%) + 'content_takedown': 14,074 (0.1%) + 'community_ops': 60 (0.0%) + 'anti_evil_ops': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 37,222,497/37,222,497 (100.0%) +Types: int:37,222,497 +Numeric values: 37,222,497 total +Numeric range: min:1,657,071,527, max:1,660,149,972, avg:1660003280.5 +Numeric std dev: 323270.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 37,222,497/37,222,497 (100.0%) +Types: int:37,222,497 +Numeric values: 37,222,497 total +Numeric range: min:0, max:211,257, avg:49.0 +Numeric std dev: 717.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 37,222,497/37,222,497 (100.0%) +Types: NoneType:32,805,341, dict:4,417,156 +Null/Empty: null:32,805,341 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 37,222,497/37,222,497 (100.0%) +Types: dict:37,222,497 +Null/Empty: empty_obj:33,938,732 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 37,222,497/37,222,497 (100.0%) +Types: str:37,222,497 +Null/Empty: empty_str:19,738,827 +String length avg: 250.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 851 (0.0%) + '[removed]': 437 (0.0%) + '[https://youtu.be/I6Q15kvkcMQ](https://youtu.be/I6...': 9 (0.0%) + ' + +Hungry? Get $30 off your first 3 orders with Do...': 7 (0.0%) + 'Fairly new to this so keep that in mind. Pm me if ...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:37,222,497 +Booleans: true:32,979,324 (88.6%), false:4,243,173 (11.4%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:37,222,497 +Booleans: true:1,081,107 (2.9%), false:36,141,390 (97.1%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 37,222,497/37,222,497 (100.0%) +Types: bool:37,222,497 +Booleans: true:114,068 (0.3%), false:37,108,429 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 37,222,497/37,222,497 (100.0%) +Types: str:37,222,497 +String length avg: 11.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'delphiareferrals': 21 (0.0%) + 'RedditRelived': 9 (0.0%) + 'dirtyr4r': 8 (0.0%) + 'AskReddit': 8 (0.0%) + 'AutoNewspaper': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 37,222,497/37,222,497 (100.0%) +Types: str:37,222,497 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6jybxa': 21 (0.0%) + 't5_5setsi': 9 (0.0%) + 't5_2vqun': 8 (0.0%) + 't5_2qh1i': 8 (0.0%) + 't5_3h9d4': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 37,222,497/37,222,497 (100.0%) +Types: str:37,222,497 +String length avg: 13.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/delphiareferrals': 21 (0.0%) + 'r/RedditRelived': 9 (0.0%) + 'r/dirtyr4r': 8 (0.0%) + 'r/AskReddit': 8 (0.0%) + 'r/AutoNewspaper': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 37,222,497/37,222,497 (100.0%) +Types: int:37,222,497 +Numeric values: 37,222,497 total +Numeric range: min:-664, max:42,237,953, avg:1024832.8 +Numeric std dev: 4451921.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 37,222,497/37,222,497 (100.0%) +Types: str:37,222,497 +String length avg: 6.0 +Unique strings tracked: 3 +String values distribution: + 'public': 33,824,912 (90.9%) + 'user': 2,146,424 (5.8%) + 'restricted': 1,251,161 (3.4%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 37,222,497/37,222,497 (100.0%) +Types: NoneType:29,381,829, str:7,840,668 +Null/Empty: null:29,381,829 +String length avg: 4.3 +Unique strings tracked: 8 +String values distribution: + 'new': 2,428,784 (31.0%) + 'qa': 2,168,341 (27.7%) + 'confidence': 1,778,425 (22.7%) + 'top': 989,063 (12.6%) + 'old': 422,387 (5.4%) + 'live': 29,379 (0.4%) + 'controversial': 21,801 (0.3%) + 'random': 2,488 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 37,222,497/37,222,497 (100.0%) +Types: str:37,222,497 +Null/Empty: empty_str:3,421 +String length avg: 19.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,992 (0.0%) + 'nsfw': 1,076 (0.0%) + 'self': 936 (0.0%) + 'image': 25 (0.0%) + 'spoiler': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 37,222,497/37,222,497 (100.0%) +Types: str:37,222,497 +String length avg: 53.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '22{F4M} Tx, I’m ready to masturbate but I’d like t...': 7 (0.0%) + 'A group photo! (By 老尾)': 6 (0.0%) + 'Textured Street Slip-ons | Men's Skate & Stree...': 5 (0.0%) + 'BONA Double Edge': 5 (0.0%) + 'My boobs were too big for this top anyway..wonder ...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 37,222,497/37,222,497 (100.0%) +Types: NoneType:37,221,549, str:948 +Null/Empty: null:37,221,549 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 948 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 37,222,497/37,222,497 (100.0%) +Types: int:37,222,497 +Numeric values: 37,222,497 total +Numeric range: min:0, max:2,644, avg:0.0 +Numeric std dev: 1.0 +Unique numbers tracked: 219 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 37,222,497/37,222,497 (100.0%) +Types: list:37,222,497 +Null/Empty: empty_arr:37,222,417 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 37,222,497/37,222,497 (100.0%) +Types: float:37,222,497 +Numeric values: 37,222,497 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 37,222,497/37,222,497 (100.0%) +Types: str:37,222,497 +Null/Empty: empty_str:120 +String length avg: 59.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.freestylefootwear.com/products/texture...': 5 (0.0%) + 'https://www.freestylefootwear.com/products/bona-do...': 5 (0.0%) + 'https://redgifs.com/watch/melodicoldmarbledmurrele...': 4 (0.0%) + 'https://www.redgifs.com/watch/burdensomespeedyfowl': 4 (0.0%) + 'https://i.imgur.com/9fOmeyy.jpg': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 37,222,497/37,222,497 (100.0%) +Types: NoneType:37,222,497 +Null/Empty: null:37,222,497 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 37,222,497/37,222,497 (100.0%) +Types: str:24,658,013, NoneType:12,564,484 +Null/Empty: null:12,564,484 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'no_ads': 11,932,020 (48.4%) + 'all_ads': 11,193,733 (45.4%) + 'some_ads': 1,287,857 (5.2%) + 'promo_adult_nsfw': 244,002 (1.0%) + 'house_only': 391 (0.0%) + 'promo_all': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 37,222,497/37,222,497 (100.0%) +Types: int:24,658,013, NoneType:12,564,484 +Null/Empty: null:12,564,484 +Numeric values: 24,658,013 total +Numeric range: min:0, max:7, avg:3.1 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 0: 11,932,020 (48.4%) + 6: 11,193,733 (45.4%) + 7: 1,287,857 (5.2%) + 3: 244,002 (1.0%) + 1: 391 (0.0%) + 5: 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 37,219,076/37,222,497 (100.0%) +Types: int:24,477,785, NoneType:12,741,291 +Null/Empty: null:12,741,291 +Numeric values: 24,477,785 total +Numeric range: min:0, max:140, avg:121.4 +Numeric std dev: 28.5 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 37,219,076/37,222,497 (100.0%) +Types: int:24,477,785, NoneType:12,741,291 +Null/Empty: null:12,741,291 +Numeric values: 24,477,785 total +Numeric range: min:0, max:140, avg:138.5 +Numeric std dev: 14.2 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 27,510,941/37,222,497 (73.9%) +Types: list:27,510,941 +Null/Empty: empty_arr:26,109,370 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 27,510,941/37,222,497 (73.9%) +Types: str:27,510,941 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 26,109,370 (94.9%) + 'richtext': 1,401,571 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 27,510,941/37,222,497 (73.9%) +Types: str:27,510,941 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 118 (0.0%) + 't2_6xprxvg5': 33 (0.0%) + 't2_bcevk': 14 (0.0%) + 't2_12gbdz': 13 (0.0%) + 't2_jano7l08': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 27,510,941/37,222,497 (73.9%) +Types: bool:27,510,941 +Booleans: true:0 (0.0%), false:27,510,941 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 27,510,941/37,222,497 (73.9%) +Types: bool:27,510,941 +Booleans: true:1,173,928 (4.3%), false:26,337,013 (95.7%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 24,831,599/37,222,497 (66.7%) +Types: str:24,831,599 +String length avg: 44.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.redd.it/pyqidhp4is891.jpg': 8 (0.0%) + 'https://redgifs.com/watch/melodicoldmarbledmurrele...': 8 (0.0%) + 'https://i.imgur.com/9fOmeyy.jpg': 7 (0.0%) + 'https://www.redgifs.com/watch/burdensomespeedyfowl': 7 (0.0%) + 'https://redgifs.com/watch/keygrubbynuthatch': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 12,360,895/37,222,497 (33.2%) +Types: str:12,360,895 +String length avg: 5.9 +Unique strings tracked: 7 +String values distribution: + 'image': 6,900,630 (55.8%) + 'link': 2,201,406 (17.8%) + 'rich:video': 1,769,183 (14.3%) + 'self': 744,564 (6.0%) + 'hosted:video': 743,979 (6.0%) + 'gallery': 616 (0.0%) + 'video': 517 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 12,360,895/37,222,497 (33.2%) +Types: dict:12,360,895 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 12,077,087/37,222,497 (32.4%) +Types: str:12,077,087 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'e3937af4-545a-11eb-a4f9-0e85c04e87bb': 14 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 10 (0.0%) + 'c6b34c40-84e0-11ec-b707-e6231f3e69f5': 10 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 9 (0.0%) + '86e87e96-ce66-11ea-b671-0eb29aef81b9': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 3,237,428/37,222,497 (8.7%) +Types: dict:1,808,637, NoneType:1,428,791 +Null/Empty: null:1,428,791, empty_obj:1 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 2,823,383/37,222,497 (7.6%) +Types: dict:1,514,083, NoneType:1,309,300 +Null/Empty: null:1,309,300 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 2,823,383/37,222,497 (7.6%) +Types: bool:2,823,383 +Booleans: true:2,823,383 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,717,678/37,222,497 (4.6%) +Types: str:1,717,678 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_vodamp': 112 (0.0%) + 't3_von5zf': 36 (0.0%) + 't3_von5g2': 35 (0.0%) + 't3_vomt1y': 30 (0.0%) + 't3_vnul06': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,717,678/37,222,497 (4.6%) +Types: list:1,717,678 +Null/Empty: empty_arr:63,416 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 355,190/37,222,497 (1.0%) +Types: str:355,190 +Null/Empty: empty_str:322,009 +String length avg: 8.8 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 13,307 (40.1%) + 'Sign Up': 6,775 (20.4%) + 'Shop Now': 5,150 (15.5%) + 'Download': 1,930 (5.8%) + 'View More': 1,779 (5.4%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 165,119/37,222,497 (0.4%) +Types: dict:117,126, NoneType:47,993 +Null/Empty: null:47,993 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 106,967/37,222,497 (0.3%) +Types: bool:106,967 +Booleans: true:106,967 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 39,757/37,222,497 (0.1%) +Types: NoneType:39,757 +Null/Empty: null:39,757 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 39,757/37,222,497 (0.1%) +Types: NoneType:39,757 +Null/Empty: null:39,757 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 39,757/37,222,497 (0.1%) +Types: NoneType:39,757 +Null/Empty: null:39,757 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 39,757/37,222,497 (0.1%) +Types: str:39,659, NoneType:98 +Null/Empty: null:98 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_p2c7ek7k': 303 (0.8%) + 't2_1446wi': 252 (0.6%) + 't2_6ht4t': 168 (0.4%) + 't2_1gwxu1jz': 167 (0.4%) + 't2_he8iaecu': 113 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 39,757/37,222,497 (0.1%) +Types: str:34,211, NoneType:5,546 +Null/Empty: null:5,546, empty_str:7 +String length avg: 16.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'microcenter.com': 771 (2.3%) + 'spotify.com': 303 (0.9%) + 'apps.apple.com': 263 (0.8%) + 'azure.microsoft.com': 237 (0.7%) + 'smartsheet.com/poweryourprocess': 168 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 39,757/37,222,497 (0.1%) +Types: NoneType:39,726, str:31 +Null/Empty: null:39,726 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'iframe': 17 (54.8%) + 'scrape': 14 (45.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 39,757/37,222,497 (0.1%) +Types: NoneType:39,726, str:31 +Null/Empty: null:39,726 +String length avg: 34.8 +Unique strings tracked: 8 +String values distribution: + 'https://google.com': 16 (51.6%) + 'https://www.youtube.com/channel/UC4R8DWoMoI7CAwX8_...': 5 (16.1%) + 'https://www.twitch.tv/directory/game/Live': 5 (16.1%) + 'http://www.tormenta.com/': 1 (3.2%) + 'https://www.youtube.com/watch?v=dp8PhLsUcFE&li...': 1 (3.2%) + 'https://www.youtube.com/watch?v=9Auq9mYxFEE&li...': 1 (3.2%) + 'https://www.twitch.tv/wolfconservationcenter': 1 (3.2%) + 'https://sh.reddit.com/svc/shreddit/page/ads-rbl-su...': 1 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 39,757/37,222,497 (0.1%) +Types: list:39,757 +Null/Empty: empty_arr:39,757 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 39,757/37,222,497 (0.1%) +Types: list:39,757 +Null/Empty: empty_arr:39,757 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 39,757/37,222,497 (0.1%) +Types: str:39,757 +String length avg: 128.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://apps.apple.com/us/app/draftkings-fantasy-s...': 108 (0.3%) + 'https://www.tradestation.com/accounts/retirement/?...': 48 (0.1%) + 'https://www.brooksrunning.com/en_us/glycerin-20-me...': 24 (0.1%) + 'https://www.brooksrunning.com/en_us/glycerin-20-me...': 22 (0.1%) + 'https://ad.doubleclick.net/ddm/clk/531758081;33926...': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 39,757/37,222,497 (0.1%) +Types: NoneType:39,757 +Null/Empty: null:39,757 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 39,757/37,222,497 (0.1%) +Types: NoneType:39,757 +Null/Empty: null:39,757 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 39,757/37,222,497 (0.1%) +Types: bool:39,757 +Booleans: true:0 (0.0%), false:39,757 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 39,757/37,222,497 (0.1%) +Types: bool:39,757 +Booleans: true:0 (0.0%), false:39,757 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 39,757/37,222,497 (0.1%) +Types: str:39,757 +Null/Empty: empty_str:17,189 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/Kf3q0WbdkqqQ...': 48 (0.2%) + 'https://reddit-image.s3.amazonaws.com/qhoUJfG1Wsol...': 36 (0.2%) + 'https://reddit-image.s3.amazonaws.com/-j1vOrywClqu...': 36 (0.2%) + 'https://reddit-image.s3.amazonaws.com/lSVhnNj5a5ue...': 36 (0.2%) + 'https://reddit-image.s3.amazonaws.com/Yib2bdTRP0tE...': 12 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 39,757/37,222,497 (0.1%) +Types: NoneType:39,757 +Null/Empty: null:39,757 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 39,757/37,222,497 (0.1%) +Types: dict:39,757 +Null/Empty: empty_obj:39,757 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 39,757/37,222,497 (0.1%) +Types: NoneType:39,757 +Null/Empty: null:39,757 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 39,757/37,222,497 (0.1%) +Types: NoneType:39,726, str:31 +Null/Empty: null:39,726 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 31 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 39,757/37,222,497 (0.1%) +Types: bool:39,757 +Booleans: true:0 (0.0%), false:39,757 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 39,757/37,222,497 (0.1%) +Types: NoneType:39,757 +Null/Empty: null:39,757 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 39,757/37,222,497 (0.1%) +Types: NoneType:39,757 +Null/Empty: null:39,757 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 39,757/37,222,497 (0.1%) +Types: NoneType:39,757 +Null/Empty: null:39,757 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 39,757/37,222,497 (0.1%) +Types: bool:39,757 +Booleans: true:39,757 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 39,757/37,222,497 (0.1%) +Types: NoneType:39,757 +Null/Empty: null:39,757 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 39,757/37,222,497 (0.1%) +Types: list:39,757 +Null/Empty: empty_arr:39,757 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 39,757/37,222,497 (0.1%) +Types: NoneType:39,757 +Null/Empty: null:39,757 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 39,757/37,222,497 (0.1%) +Types: NoneType:39,757 +Null/Empty: null:39,757 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 39,475/37,222,497 (0.1%) +Types: NoneType:39,475 +Null/Empty: null:39,475 + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 24,790/37,222,497 (0.1%) +Types: dict:24,790 + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 13,027/37,222,497 (0.0%) +Types: list:13,027 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,663/37,222,497 (0.0%) +Types: float:1,663 +Numeric values: 1,663 total +Numeric range: min:1,656,648,000.0, max:253,392,527,340.0, avg:1809989582.3 +Numeric std dev: 6171134557.1 +Unique numbers tracked: 998 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,663/37,222,497 (0.0%) +Types: bool:1,663 +Booleans: true:7 (0.4%), false:1,656 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,663/37,222,497 (0.0%) +Types: float:1,663 +Numeric values: 1,663 total +Numeric range: min:1,656,633,600.0, max:253,392,512,940.0, avg:1809928183.1 +Numeric std dev: 6171135705.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: live_audio Occurrence: 717/37,222,497 (0.0%) +Types: dict:717 + +──────────────────────────────────────────────────────────── +FIELD: tournament_data Occurrence: 199/37,222,497 (0.0%) +Types: dict:199 + +================================================================================ + +================================================================================ +FILE: RS_2022-08.jsonl +Analysis Time: 2026-01-15 18:42:50 +================================================================================ +Processed lines: 38,178,282 +Total unique fields: 137 +Max unique values tracked per field: 1,000 +Sample size: 38,178,282 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 38,178,282/38,178,282 (100.0%) +Types: list:38,178,282 +Null/Empty: empty_arr:37,450,407 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:38,178,282 +Booleans: true:1,503,158 (3.9%), false:36,675,124 (96.1%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:38,178,282 +Booleans: true:0 (0.0%), false:38,178,282 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 38,178,282/38,178,282 (100.0%) +Types: str:38,178,282 +String length avg: 11.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 307 (0.0%) + 'AutoModerator': 155 (0.0%) + 'APSYCHIC': 12 (0.0%) + 'RedditRelivedBot': 11 (0.0%) + 'sharewithme': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 38,178,282/38,178,282 (100.0%) +Types: int:21,118,146, NoneType:17,060,136 +Null/Empty: null:17,060,136 +Numeric values: 21,118,146 total +Numeric range: min:1,120,363,200, max:1,656,694,846, avg:1580137106.9 +Numeric std dev: 80436017.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 38,178,282/38,178,282 (100.0%) +Types: NoneType:26,633,852, str:11,544,430 +Null/Empty: null:26,633,852, empty_str:9,933,166 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 4,871 (0.3%) + '#dadada': 1,238 (0.1%) + '#d3d6da': 729 (0.0%) + '#ea0027': 693 (0.0%) + '#edeff1': 613 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 38,178,282/38,178,282 (100.0%) +Types: NoneType:37,070,409, str:1,107,873 +Null/Empty: null:37,070,409, empty_str:118,860 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'team-harmony': 115 (0.0%) + 'green': 85 (0.0%) + 'default': 79 (0.0%) + 'ver': 35 (0.0%) + 'Verified': 33 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 38,178,282/38,178,282 (100.0%) +Types: NoneType:36,138,263, str:2,040,019 +Null/Empty: null:36,138,263 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '42a2a1cc-16ad-11ec-bd64-c2025446f9e2': 55 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 46 (0.0%) + '9811a942-f7ec-11e8-ba86-0e2871aefb54': 16 (0.0%) + '4d48f1aa-6c35-11e9-81f1-0acf30770a48': 13 (0.0%) + 'f1c6dad0-9bc7-11e1-83d5-12313b088941': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 38,178,282/38,178,282 (100.0%) +Types: NoneType:35,666,401, str:2,511,881 +Null/Empty: null:35,666,401, empty_str:140,592 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '-': 37 (0.0%) + 'FC: <unknown> Trainer name: <unknown>': 37 (0.0%) + 'UNVERIFIED': 13 (0.0%) + 'Verified': 13 (0.0%) + 'VERIFIED': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 38,178,282/38,178,282 (100.0%) +Types: NoneType:26,204,026, str:11,974,256 +Null/Empty: null:26,204,026, empty_str:31,415 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 11,381,754 (95.3%) + 'light': 561,087 (4.7%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 38,178,282/38,178,282 (100.0%) +Types: list:38,178,282 +Null/Empty: empty_arr:38,178,282 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 38,178,282/38,178,282 (100.0%) +Types: NoneType:38,178,282 +Null/Empty: null:38,178,282 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:38,178,282 +Booleans: true:28,743,742 (75.3%), false:9,434,540 (24.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:38,178,282 +Booleans: true:0 (0.0%), false:38,178,282 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 38,178,282/38,178,282 (100.0%) +Types: NoneType:37,836,566, str:341,716 +Null/Empty: null:37,836,566, empty_str:341,057 +String length avg: 11.9 +Unique strings tracked: 11 +Top 5 string values: + 'animals': 257 (39.0%) + 'drawing_and_painting': 207 (31.4%) + 'photography': 76 (11.5%) + 'gaming': 52 (7.9%) + 'entertainment': 43 (6.5%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 38,178,282/38,178,282 (100.0%) +Types: NoneType:37,970,632, list:207,650 +Null/Empty: null:37,970,632 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:38,178,282 +Booleans: true:36,433 (0.1%), false:38,141,849 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 38,178,282/38,178,282 (100.0%) +Types: int:38,178,282 +Numeric values: 38,178,282 total +Numeric range: min:1,659,312,000, max:1,661,990,399, avg:1660656595.8 +Numeric std dev: 776690.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 38,178,282/38,178,282 (100.0%) +Types: NoneType:37,781,086, str:397,196 +Null/Empty: null:37,781,086 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 397,196 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 38,178,282/38,178,282 (100.0%) +Types: NoneType:38,131,380, str:46,902 +Null/Empty: null:38,131,380 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 46,874 (99.9%) + 'admin': 28 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 38,178,282/38,178,282 (100.0%) +Types: str:29,325,788, NoneType:8,852,494 +Null/Empty: null:8,852,494, empty_str:29 +String length avg: 12.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 612 (0.0%) + 'reddit.com': 226 (0.0%) + 'i.imgur.com': 166 (0.0%) + 'redgifs.com': 128 (0.0%) + 'v.redd.it': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:37,502,349, float:675,933 +Booleans: true:0 (0.0%), false:37,502,349 (100.0%) +Numeric values: 675,933 total +Numeric range: min:1,659,312,268.0, max:1,662,964,598.0, avg:1660712974.7 +Numeric std dev: 796303.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 38,178,282/38,178,282 (100.0%) +Types: int:38,178,282 +Numeric values: 38,178,282 total +Numeric range: min:0, max:85, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 27 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 38,178,282/38,178,282 (100.0%) +Types: dict:38,178,282 +Null/Empty: empty_obj:37,903,231 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:38,178,282 +Booleans: true:0 (0.0%), false:38,178,282 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:38,178,282 +Booleans: true:18,992 (0.0%), false:38,159,290 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 38,178,282/38,178,282 (100.0%) +Types: str:38,178,282 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'wcciq1': 1 (0.0%) + 'wd2si7': 1 (0.0%) + 'wd2si8': 1 (0.0%) + 'wd2si9': 1 (0.0%) + 'wd2sia': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:38,178,282 +Booleans: true:47,214 (0.1%), false:38,131,068 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:38,178,282 +Booleans: true:21,609,695 (56.6%), false:16,568,587 (43.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:38,178,282 +Booleans: true:44 (0.0%), false:38,178,238 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:38,178,282 +Booleans: true:224,986 (0.6%), false:37,953,296 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:38,178,282 +Booleans: true:11,665,817 (30.6%), false:26,512,465 (69.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:38,178,282 +Booleans: true:21,675,660 (56.8%), false:16,502,622 (43.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:38,178,282 +Booleans: true:12,729,273 (33.3%), false:25,449,009 (66.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:38,178,282 +Booleans: true:1,184,521 (3.1%), false:36,993,761 (96.9%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 38,178,282/38,178,282 (100.0%) +Types: str:37,957,098, NoneType:221,184 +Null/Empty: null:221,184, empty_str:27,238,019 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 560 (0.0%) + '#ea0027': 410 (0.0%) + '#0079d3': 391 (0.0%) + '#ff66ac': 356 (0.0%) + '#ffd635': 302 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 38,178,282/38,178,282 (100.0%) +Types: NoneType:25,543,933, str:12,634,349 +Null/Empty: null:25,543,933, empty_str:8,096,996 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'question': 130 (0.0%) + 'discussion': 123 (0.0%) + 'blue': 67 (0.0%) + 'one': 48 (0.0%) + 'orange': 47 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 38,178,282/38,178,282 (100.0%) +Types: list:38,178,282 +Null/Empty: empty_arr:31,878,094 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 38,178,282/38,178,282 (100.0%) +Types: NoneType:24,667,937, str:13,510,345 +Null/Empty: null:24,667,937, empty_str:516 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 71 (0.0%) + 'Question': 64 (0.0%) + 'M4F': 22 (0.0%) + 'Other': 22 (0.0%) + 'Meme': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 38,178,282/38,178,282 (100.0%) +Types: str:38,100,687, NoneType:77,595 +Null/Empty: null:77,595 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 32,243,672 (84.6%) + 'light': 5,857,015 (15.4%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 38,178,282/38,178,282 (100.0%) +Types: str:38,178,282 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 31,878,094 (83.5%) + 'richtext': 6,300,188 (16.5%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:38,178,282 +Booleans: true:1,278,758 (3.3%), false:36,899,524 (96.7%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 38,178,282/38,178,282 (100.0%) +Types: NoneType:33,773,536, dict:4,404,746 +Null/Empty: null:33,773,536 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 38,178,282/38,178,282 (100.0%) +Types: dict:38,178,282 +Null/Empty: empty_obj:34,955,621 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:38,178,282 +Booleans: true:377 (0.0%), false:38,177,905 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 38,178,282/38,178,282 (100.0%) +Types: str:38,178,282 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_wcciq1': 1 (0.0%) + 't3_wd2si7': 1 (0.0%) + 't3_wd2si8': 1 (0.0%) + 't3_wd2si9': 1 (0.0%) + 't3_wd2sia': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:38,178,282 +Booleans: true:19,100,026 (50.0%), false:19,078,256 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 38,178,282/38,178,282 (100.0%) +Types: int:38,178,282 +Numeric values: 38,178,282 total +Numeric range: min:0, max:59,110, avg:6.1 +Numeric std dev: 69.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 38,178,282/38,178,282 (100.0%) +Types: int:38,178,282 +Numeric values: 38,178,282 total +Numeric range: min:0, max:910, avg:0.0 +Numeric std dev: 0.8 +Unique numbers tracked: 232 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:38,178,282 +Booleans: true:16,985,649 (44.5%), false:21,192,633 (55.5%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 38,178,282/38,178,282 (100.0%) +Types: str:26,517,101, NoneType:11,661,181 +Null/Empty: null:11,661,181 +String length avg: 6.5 +Unique strings tracked: 6 +String values distribution: + 'no_ads': 13,489,768 (50.9%) + 'all_ads': 11,538,746 (43.5%) + 'some_ads': 1,488,240 (5.6%) + 'house_only': 234 (0.0%) + 'promo_adult_nsfw': 104 (0.0%) + 'promo_all': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 38,178,282/38,178,282 (100.0%) +Types: str:38,178,282 +String length avg: 66.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/podcasts/comments/wcciq1/have_questions_about_r...': 1 (0.0%) + '/r/s1su/comments/wd2si7/lucy_di_luc_besson_con_sca...': 1 (0.0%) + '/r/DommesForSissies/comments/wd2si8/30f4m_seeking_...': 1 (0.0%) + '/r/MurderDrones/comments/wd2si9/n_sanity_part_37_l...': 1 (0.0%) + '/r/every15min/comments/wd2sia/currently_its_july_3...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:38,178,282 +Booleans: true:0 (0.0%), false:38,178,282 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 38,178,282/38,178,282 (100.0%) +Types: int:26,517,101, NoneType:11,661,181 +Null/Empty: null:11,661,181 +Numeric values: 26,517,101 total +Numeric range: min:0, max:7, avg:3.0 +Numeric std dev: 3.1 +Unique numbers tracked: 6 +Numeric values distribution: + 0: 13,489,768 (50.9%) + 6: 11,538,746 (43.5%) + 7: 1,488,240 (5.6%) + 1: 234 (0.0%) + 3: 104 (0.0%) + 5: 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:38,178,282 +Booleans: true:4,654 (0.0%), false:38,173,628 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 38,178,282/38,178,282 (100.0%) +Types: NoneType:38,178,282 +Null/Empty: null:38,178,282 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 38,178,282/38,178,282 (100.0%) +Types: NoneType:21,653,576, str:16,524,706 +Null/Empty: null:21,653,576 +String length avg: 7.4 +Unique strings tracked: 9 +String values distribution: + 'deleted': 8,923,659 (54.0%) + 'moderator': 3,785,006 (22.9%) + 'reddit': 3,580,863 (21.7%) + 'automod_filtered': 161,313 (1.0%) + 'copyright_takedown': 32,244 (0.2%) + 'author': 22,296 (0.1%) + 'content_takedown': 19,074 (0.1%) + 'community_ops': 245 (0.0%) + 'anti_evil_ops': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 38,178,282/38,178,282 (100.0%) +Types: int:38,178,282 +Numeric values: 38,178,282 total +Numeric range: min:1,660,023,539, max:1,662,965,014, avg:1662789294.3 +Numeric std dev: 278293.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 38,178,282/38,178,282 (100.0%) +Types: int:38,178,282 +Numeric values: 38,178,282 total +Numeric range: min:0, max:249,668, avg:48.2 +Numeric std dev: 706.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 38,178,282/38,178,282 (100.0%) +Types: NoneType:33,773,536, dict:4,404,746 +Null/Empty: null:33,773,536 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 38,178,282/38,178,282 (100.0%) +Types: dict:38,178,282 +Null/Empty: empty_obj:34,955,621 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 38,178,282/38,178,282 (100.0%) +Types: str:38,178,282 +Null/Empty: empty_str:20,582,148 +String length avg: 245.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 734 (0.0%) + '[removed]': 354 (0.0%) + '# Welcome to Premium Accounts Shop + +**Tired of low...': 4 (0.0%) + 'If you’re new to the community, introduce yourself...': 3 (0.0%) + 'Hi guys, 30M here, so here is my situation, I'd li...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:38,178,282 +Booleans: true:32,960,586 (86.3%), false:5,217,696 (13.7%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:38,178,282 +Booleans: true:1,055,922 (2.8%), false:37,122,360 (97.2%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 38,178,282/38,178,282 (100.0%) +Types: bool:38,178,282 +Booleans: true:116,165 (0.3%), false:38,062,117 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 38,178,282/38,178,282 (100.0%) +Types: str:38,178,282 +String length avg: 11.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'bulksupplementspromo': 11 (0.0%) + 'OnlyFansPromotions': 9 (0.0%) + 'UltraAlgo': 9 (0.0%) + 'RedditRelived': 9 (0.0%) + 'GaySnapchat': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 38,178,282/38,178,282 (100.0%) +Types: str:38,178,282 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6rrr5n': 11 (0.0%) + 't5_prg8s': 9 (0.0%) + 't5_4430vb': 9 (0.0%) + 't5_5setsi': 9 (0.0%) + 't5_2yzi6': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 38,178,282/38,178,282 (100.0%) +Types: str:38,178,282 +String length avg: 13.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/bulksupplementspromo': 11 (0.0%) + 'r/OnlyFansPromotions': 9 (0.0%) + 'r/UltraAlgo': 9 (0.0%) + 'r/RedditRelived': 9 (0.0%) + 'r/GaySnapchat': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 38,178,282/38,178,282 (100.0%) +Types: int:38,178,282 +Numeric values: 38,178,282 total +Numeric range: min:-664, max:42,903,002, avg:981642.7 +Numeric std dev: 4330657.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 38,178,282/38,178,282 (100.0%) +Types: str:38,178,282 +String length avg: 6.0 +Unique strings tracked: 3 +String values distribution: + 'public': 34,386,730 (90.1%) + 'user': 2,340,537 (6.1%) + 'restricted': 1,451,015 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 38,178,282/38,178,282 (100.0%) +Types: NoneType:29,959,318, str:8,218,964 +Null/Empty: null:29,959,318 +String length avg: 4.4 +Unique strings tracked: 8 +String values distribution: + 'qa': 2,363,839 (28.8%) + 'new': 2,317,629 (28.2%) + 'confidence': 1,950,373 (23.7%) + 'top': 1,082,180 (13.2%) + 'old': 438,284 (5.3%) + 'live': 41,519 (0.5%) + 'controversial': 22,277 (0.3%) + 'random': 2,863 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 38,178,282/38,178,282 (100.0%) +Types: str:38,178,282 +Null/Empty: empty_str:3,616 +String length avg: 20.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,189 (0.0%) + 'self': 1,100 (0.0%) + 'nsfw': 1,082 (0.0%) + 'spoiler': 31 (0.0%) + 'image': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 38,178,282/38,178,282 (100.0%) +Types: str:38,178,282 +Null/Empty: empty_str:1 +String length avg: 54.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Textured Street Slip-ons | Men's Skate & Stree...': 5 (0.0%) + 'BONA Double Edge': 5 (0.0%) + 'good news for you! here's a month's subscription👇🏼': 5 (0.0%) + 'I wanna be your little fuck toy': 5 (0.0%) + '(C95) [gos to vi (Utamaro)] Ero Douga Haishin ga S...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 38,178,282/38,178,282 (100.0%) +Types: NoneType:38,177,257, str:1,025 +Null/Empty: null:38,177,257 +String length avg: 8.0 +Unique strings tracked: 2 +String values distribution: + 'INACTIVE': 1,024 (99.9%) + 'ACTIVE': 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 38,178,282/38,178,282 (100.0%) +Types: int:38,178,282 +Numeric values: 38,178,282 total +Numeric range: min:0, max:3,487, avg:0.0 +Numeric std dev: 1.4 +Unique numbers tracked: 257 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 38,178,282/38,178,282 (100.0%) +Types: list:38,178,282 +Null/Empty: empty_arr:38,178,207 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 38,178,282/38,178,282 (100.0%) +Types: float:38,178,282 +Numeric values: 38,178,282 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 38,178,282/38,178,282 (100.0%) +Types: str:29,325,788, NoneType:8,852,494 +Null/Empty: null:8,852,494, empty_str:105 +String length avg: 62.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/S2wQqML.png': 7 (0.0%) + 'https://redgifs.com/watch/paltrytatteredclam': 6 (0.0%) + 'https://www.freestylefootwear.com/products/texture...': 5 (0.0%) + 'https://www.freestylefootwear.com/products/bona-do...': 5 (0.0%) + 'https://i.imgur.com/Jyr3ooA.jpg': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 38,178,282/38,178,282 (100.0%) +Types: NoneType:38,178,282 +Null/Empty: null:38,178,282 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 38,178,282/38,178,282 (100.0%) +Types: str:26,517,092, NoneType:11,661,190 +Null/Empty: null:11,661,190 +String length avg: 6.6 +Unique strings tracked: 6 +String values distribution: + 'no_ads': 13,489,759 (50.9%) + 'all_ads': 11,353,670 (42.8%) + 'some_ads': 1,422,813 (5.4%) + 'promo_adult_nsfw': 250,607 (0.9%) + 'house_only': 234 (0.0%) + 'promo_all': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 38,178,282/38,178,282 (100.0%) +Types: int:26,517,092, NoneType:11,661,190 +Null/Empty: null:11,661,190 +Numeric values: 26,517,092 total +Numeric range: min:0, max:7, avg:3.0 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 0: 13,489,759 (50.9%) + 6: 11,353,670 (42.8%) + 7: 1,422,813 (5.4%) + 3: 250,607 (0.9%) + 1: 234 (0.0%) + 5: 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 38,174,666/38,178,282 (100.0%) +Types: int:24,909,829, NoneType:13,264,837 +Null/Empty: null:13,264,837 +Numeric values: 24,909,829 total +Numeric range: min:0, max:140, avg:120.6 +Numeric std dev: 29.0 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 38,174,666/38,178,282 (100.0%) +Types: int:24,909,829, NoneType:13,264,837 +Null/Empty: null:13,264,837 +Numeric values: 24,909,829 total +Numeric range: min:0, max:140, avg:138.4 +Numeric std dev: 14.4 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 28,746,920/38,178,282 (75.3%) +Types: list:28,746,920 +Null/Empty: empty_arr:27,307,721 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 28,746,920/38,178,282 (75.3%) +Types: str:28,746,920 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 27,307,721 (95.0%) + 'richtext': 1,439,199 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 28,746,920/38,178,282 (75.3%) +Types: str:28,746,920 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 155 (0.0%) + 't2_6xprxvg5': 12 (0.0%) + 't2_jano7l08': 11 (0.0%) + 't2_bcevk': 10 (0.0%) + 't2_a6oko1cq': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 28,746,920/38,178,282 (75.3%) +Types: bool:28,746,920 +Booleans: true:0 (0.0%), false:28,746,920 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 28,746,920/38,178,282 (75.3%) +Types: bool:28,746,920 +Booleans: true:1,143,111 (4.0%), false:27,603,809 (96.0%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 28,657,061/38,178,282 (75.1%) +Types: str:19,804,567, NoneType:8,852,494 +Null/Empty: null:8,852,494 +String length avg: 49.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/S2wQqML.png': 7 (0.0%) + 'https://redgifs.com/watch/paltrytatteredclam': 7 (0.0%) + 'https://i.imgur.com/A2fQAoq.jpg': 6 (0.0%) + 'https://i.imgur.com/Jyr3ooA.jpg': 6 (0.0%) + 'https://redgifs.com/watch/wobblydownrightserval': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 13,121,791/38,178,282 (34.4%) +Types: str:13,121,791 +String length avg: 5.8 +Unique strings tracked: 7 +String values distribution: + 'image': 7,327,257 (55.8%) + 'link': 2,502,421 (19.1%) + 'rich:video': 1,780,651 (13.6%) + 'hosted:video': 782,663 (6.0%) + 'self': 727,638 (5.5%) + 'video': 611 (0.0%) + 'gallery': 550 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 13,121,791/38,178,282 (34.4%) +Types: dict:13,121,791 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 12,574,946/38,178,282 (32.9%) +Types: str:12,574,946 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'c6b34c40-84e0-11ec-b707-e6231f3e69f5': 11 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 7 (0.0%) + '4f1693d2-3a70-11ec-9ced-ee727118c54a': 7 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 7 (0.0%) + 'fe6775d4-46a0-11e9-a913-0efd375673e2': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 3,296,153/38,178,282 (8.6%) +Types: dict:1,846,750, NoneType:1,449,403 +Null/Empty: null:1,449,403, empty_obj:44 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 2,865,317/38,178,282 (7.5%) +Types: dict:1,543,894, NoneType:1,321,423 +Null/Empty: null:1,321,423 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 2,865,317/38,178,282 (7.5%) +Types: bool:2,865,317 +Booleans: true:2,865,317 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,777,133/38,178,282 (4.7%) +Types: str:1,777,133 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_wcr3ox': 26 (0.0%) + 't3_wcsgx4': 24 (0.0%) + 't3_wd2lda': 12 (0.0%) + 't3_wca8il': 9 (0.0%) + 't3_twukm6': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,777,133/38,178,282 (4.7%) +Types: list:1,777,133 +Null/Empty: empty_arr:79,305 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 369,197/38,178,282 (1.0%) +Types: str:369,197 +Null/Empty: empty_str:331,684 +String length avg: 8.8 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 15,071 (40.2%) + 'Sign Up': 6,858 (18.3%) + 'Shop Now': 5,955 (15.9%) + 'Download': 2,199 (5.9%) + 'View More': 2,195 (5.9%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 168,233/38,178,282 (0.4%) +Types: dict:119,111, NoneType:49,122 +Null/Empty: null:49,122 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 112,988/38,178,282 (0.3%) +Types: bool:112,988 +Booleans: true:112,988 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 47,214/38,178,282 (0.1%) +Types: NoneType:47,214 +Null/Empty: null:47,214 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 47,214/38,178,282 (0.1%) +Types: NoneType:47,214 +Null/Empty: null:47,214 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 47,214/38,178,282 (0.1%) +Types: NoneType:47,214 +Null/Empty: null:47,214 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 47,214/38,178,282 (0.1%) +Types: str:47,080, NoneType:134 +Null/Empty: null:134 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_jyms1ejh': 434 (0.9%) + 't2_3nw0xwrv': 148 (0.3%) + 't2_cldsu4m6': 85 (0.2%) + 't2_jrm3hxhn': 84 (0.2%) + 't2_m8kd2e26': 80 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 47,214/38,178,282 (0.1%) +Types: str:39,435, NoneType:7,779 +Null/Empty: null:7,779, empty_str:19 +String length avg: 16.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'apps.apple.com': 170 (0.4%) + 'play.google.com': 149 (0.4%) + 'google.com': 132 (0.3%) + 'stockx.com': 97 (0.2%) + 'callofduty.com/mobile': 81 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 47,214/38,178,282 (0.1%) +Types: NoneType:47,183, str:31 +Null/Empty: null:47,183 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 24 (77.4%) + 'iframe': 7 (22.6%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 47,214/38,178,282 (0.1%) +Types: NoneType:47,183, str:31 +Null/Empty: null:47,183 +String length avg: 163.8 +Unique strings tracked: 11 +Top 5 string values: + 'https://ad.doubleclick.net/ddm/trackclk/N8031.1318...': 12 (38.7%) + 'https://google.com': 7 (22.6%) + 'https://app.adjust.com/lh3io2d?campaign={{CAMPAIGN...': 4 (12.9%) + 'https://www.youtube.com/watch?v=mSf-KyM4K9I': 1 (3.2%) + 'https://www.youtube.com/watch?v=FN3BtquTooA': 1 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 47,214/38,178,282 (0.1%) +Types: list:47,214 +Null/Empty: empty_arr:47,214 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 47,214/38,178,282 (0.1%) +Types: list:47,214 +Null/Empty: empty_arr:47,214 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 47,214/38,178,282 (0.1%) +Types: str:47,214 +String length avg: 122.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://ad.doubleclick.net/ddm/trackclk/N1177992.3...': 72 (0.2%) + 'https://www.google.com/': 46 (0.1%) + 'https://www.datto.com/request/rmm-trial/?cid=7013l...': 40 (0.1%) + 'https://www.bt.com/sport/monthly-pass?s_cid=con_bt...': 28 (0.1%) + 'https://apps.apple.com/us/app/draftkings-casino/id...': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 47,214/38,178,282 (0.1%) +Types: NoneType:47,214 +Null/Empty: null:47,214 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 47,214/38,178,282 (0.1%) +Types: NoneType:47,214 +Null/Empty: null:47,214 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 47,214/38,178,282 (0.1%) +Types: bool:47,214 +Booleans: true:0 (0.0%), false:47,214 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 47,214/38,178,282 (0.1%) +Types: bool:47,214 +Booleans: true:0 (0.0%), false:47,214 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 47,214/38,178,282 (0.1%) +Types: str:47,214 +Null/Empty: empty_str:23,518 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/eSZUE382NbZl...': 40 (0.2%) + 'https://reddit-image.s3.amazonaws.com/pgjxZyG0Lxzx...': 19 (0.1%) + 'https://reddit-image.s3.amazonaws.com/VaTUNsWVl5Rw...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/LQLxkYauX-vT...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/znOUxMYOCKcS...': 12 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 47,214/38,178,282 (0.1%) +Types: NoneType:47,214 +Null/Empty: null:47,214 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 47,214/38,178,282 (0.1%) +Types: dict:47,214 +Null/Empty: empty_obj:47,214 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 47,214/38,178,282 (0.1%) +Types: NoneType:47,214 +Null/Empty: null:47,214 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 47,214/38,178,282 (0.1%) +Types: NoneType:47,195, str:19 +Null/Empty: null:47,195 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 19 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 47,214/38,178,282 (0.1%) +Types: bool:47,214 +Booleans: true:0 (0.0%), false:47,214 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 47,214/38,178,282 (0.1%) +Types: NoneType:47,214 +Null/Empty: null:47,214 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 47,214/38,178,282 (0.1%) +Types: NoneType:47,214 +Null/Empty: null:47,214 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 47,214/38,178,282 (0.1%) +Types: NoneType:47,214 +Null/Empty: null:47,214 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 47,214/38,178,282 (0.1%) +Types: bool:47,214 +Booleans: true:47,214 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 47,214/38,178,282 (0.1%) +Types: NoneType:47,214 +Null/Empty: null:47,214 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 47,214/38,178,282 (0.1%) +Types: NoneType:47,214 +Null/Empty: null:47,214 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 47,214/38,178,282 (0.1%) +Types: list:47,214 +Null/Empty: empty_arr:47,214 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 47,214/38,178,282 (0.1%) +Types: NoneType:47,214 +Null/Empty: null:47,214 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 47,214/38,178,282 (0.1%) +Types: NoneType:47,214 +Null/Empty: null:47,214 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 47,025/38,178,282 (0.1%) +Types: NoneType:47,004, str:21 +Null/Empty: null:47,004 +String length avg: 40.8 +Unique strings tracked: 19 +Top 5 string values: + 'Testing [time](https://time.gov) and another [link...': 2 (9.5%) + '[click](javascript:alert(1))': 2 (9.5%) + 'Test': 1 (4.8%) + 'Test [link](https://reddit.com)': 1 (4.8%) + 'Additional Text woohoo. [link](https://www.reddit....': 1 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 13,465/38,178,282 (0.0%) +Types: dict:13,465 + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 12,598/38,178,282 (0.0%) +Types: list:12,598 + +──────────────────────────────────────────────────────────── +FIELD: live_audio Occurrence: 2,395/38,178,282 (0.0%) +Types: dict:2,395 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,405/38,178,282 (0.0%) +Types: float:1,405 +Numeric values: 1,405 total +Numeric range: min:1,659,326,400.0, max:1,738,724,400.0, avg:1661359459.3 +Numeric std dev: 3754402.8 +Unique numbers tracked: 873 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,405/38,178,282 (0.0%) +Types: bool:1,405 +Booleans: true:5 (0.4%), false:1,400 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,405/38,178,282 (0.0%) +Types: float:1,405 +Numeric values: 1,405 total +Numeric range: min:1,659,312,000.0, max:1,738,702,800.0, avg:1661253484.7 +Numeric std dev: 3580476.1 +Unique numbers tracked: 874 + +──────────────────────────────────────────────────────────── +FIELD: tournament_data Occurrence: 101/38,178,282 (0.0%) +Types: dict:101 + +================================================================================ + +================================================================================ +FILE: RS_2022-09.jsonl +Analysis Time: 2026-01-16 10:12:21 +================================================================================ +Processed lines: 35,115,349 +Total unique fields: 137 +Max unique values tracked per field: 1,000 +Sample size: 35,115,349 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 35,115,349/35,115,349 (100.0%) +Types: list:35,115,349 +Null/Empty: empty_arr:34,530,322 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:35,115,349 +Booleans: true:1,426,203 (4.1%), false:33,689,146 (95.9%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:35,115,349 +Booleans: true:0 (0.0%), false:35,115,349 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 35,115,349/35,115,349 (100.0%) +Types: str:35,115,349 +String length avg: 11.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 292 (0.0%) + 'AutoModerator': 118 (0.0%) + 'news247planet': 29 (0.0%) + 'Double-Status8804': 14 (0.0%) + 'NondescriptLocality': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 35,115,349/35,115,349 (100.0%) +Types: int:26,754,783, NoneType:8,360,566 +Null/Empty: null:8,360,566 +Numeric values: 26,754,783 total +Numeric range: min:1,120,363,200, max:1,664,582,311, avg:1599099868.4 +Numeric std dev: 77713884.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 35,115,349/35,115,349 (100.0%) +Types: NoneType:24,769,950, str:10,345,399 +Null/Empty: null:24,769,950, empty_str:8,800,442 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 4,152 (0.3%) + '#dadada': 1,394 (0.1%) + '#d3d6da': 657 (0.0%) + '#edeff1': 626 (0.0%) + '#ea0027': 625 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 35,115,349/35,115,349 (100.0%) +Types: NoneType:34,085,920, str:1,029,429 +Null/Empty: null:34,085,920, empty_str:109,621 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'team-harmony': 70 (0.0%) + 'green': 70 (0.0%) + 'default': 64 (0.0%) + 'Verified': 46 (0.0%) + 'vam': 42 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 35,115,349/35,115,349 (100.0%) +Types: NoneType:33,173,664, str:1,941,685 +Null/Empty: null:33,173,664 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '42a2a1cc-16ad-11ec-bd64-c2025446f9e2': 37 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 23 (0.0%) + '55bac45a-146f-11e7-839d-0ef2495765a4': 17 (0.0%) + 'f6b50a62-fe86-11ec-8e4f-06098848fbf2': 13 (0.0%) + 'f1c6dad0-9bc7-11e1-83d5-12313b088941': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 35,115,349/35,115,349 (100.0%) +Types: NoneType:32,720,666, str:2,394,683 +Null/Empty: null:32,720,666, empty_str:138,386 +String length avg: 16.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '-': 33 (0.0%) + 'VERIFIED': 22 (0.0%) + 'UNVERIFIED': 22 (0.0%) + 'FC: <unknown> Trainer name: <unknown>': 19 (0.0%) + 'Mod': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 35,115,349/35,115,349 (100.0%) +Types: NoneType:24,372,485, str:10,742,864 +Null/Empty: null:24,372,485, empty_str:28,353 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 10,168,827 (94.9%) + 'light': 545,684 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 35,115,349/35,115,349 (100.0%) +Types: list:35,115,349 +Null/Empty: empty_arr:35,115,349 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 35,115,349/35,115,349 (100.0%) +Types: NoneType:35,115,349 +Null/Empty: null:35,115,349 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:35,115,349 +Booleans: true:26,789,999 (76.3%), false:8,325,350 (23.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:35,115,349 +Booleans: true:0 (0.0%), false:35,115,349 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 35,115,349/35,115,349 (100.0%) +Types: NoneType:34,797,707, str:317,642 +Null/Empty: null:34,797,707, empty_str:317,182 +String length avg: 13.5 +Unique strings tracked: 11 +Top 5 string values: + 'drawing_and_painting': 190 (41.3%) + 'animals': 110 (23.9%) + 'photography': 60 (13.0%) + 'entertainment': 38 (8.3%) + 'gaming': 37 (8.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 35,115,349/35,115,349 (100.0%) +Types: NoneType:34,928,049, list:187,300 +Null/Empty: null:34,928,049 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:35,115,349 +Booleans: true:31,641 (0.1%), false:35,083,708 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 35,115,349/35,115,349 (100.0%) +Types: int:35,115,349 +Numeric values: 35,115,349 total +Numeric range: min:1,661,990,400, max:1,664,582,399, avg:1663304805.0 +Numeric std dev: 749130.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 35,115,349/35,115,349 (100.0%) +Types: NoneType:34,773,815, str:341,534 +Null/Empty: null:34,773,815 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 341,534 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 35,115,349/35,115,349 (100.0%) +Types: NoneType:35,071,555, str:43,794 +Null/Empty: null:35,071,555 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 43,766 (99.9%) + 'admin': 28 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 35,115,349/35,115,349 (100.0%) +Types: str:34,959,060, NoneType:156,289 +Null/Empty: null:156,289, empty_str:7,717,066 +String length avg: 12.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 603 (0.0%) + 'reddit.com': 199 (0.0%) + 'i.imgur.com': 192 (0.0%) + 'redgifs.com': 181 (0.0%) + 'v.redd.it': 73 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:34,494,862, float:620,487 +Booleans: true:0 (0.0%), false:34,494,862 (100.0%) +Numeric values: 620,487 total +Numeric range: min:1,661,990,625.0, max:1,667,599,750.0, avg:1663347692.9 +Numeric std dev: 770750.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 35,115,349/35,115,349 (100.0%) +Types: int:35,115,349 +Numeric values: 35,115,349 total +Numeric range: min:0, max:47, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 19 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 35,115,349/35,115,349 (100.0%) +Types: dict:35,115,349 +Null/Empty: empty_obj:34,900,489 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:35,115,349 +Booleans: true:0 (0.0%), false:35,115,349 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:35,115,349 +Booleans: true:20,262 (0.1%), false:35,095,087 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 35,115,349/35,115,349 (100.0%) +Types: str:35,115,349 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'wy3ui2': 1 (0.0%) + 'x2soml': 1 (0.0%) + 'x2somo': 1 (0.0%) + 'x2somp': 1 (0.0%) + 'x2somr': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:35,115,349 +Booleans: true:77,035 (0.2%), false:35,038,314 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:35,115,349 +Booleans: true:19,542,064 (55.7%), false:15,573,285 (44.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:35,115,349 +Booleans: true:82 (0.0%), false:35,115,267 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:35,115,349 +Booleans: true:211,804 (0.6%), false:34,903,545 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:35,115,349 +Booleans: true:10,851,650 (30.9%), false:24,263,699 (69.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:35,115,349 +Booleans: true:19,637,301 (55.9%), false:15,478,048 (44.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:35,115,349 +Booleans: true:12,186,222 (34.7%), false:22,929,127 (65.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:35,115,349 +Booleans: true:1,067,754 (3.0%), false:34,047,595 (97.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 35,115,349/35,115,349 (100.0%) +Types: str:34,930,334, NoneType:185,015 +Null/Empty: null:185,015, empty_str:24,852,668 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 585 (0.0%) + '#ea0027': 404 (0.0%) + '#ff66ac': 399 (0.0%) + '#0079d3': 373 (0.0%) + '#ffd635': 275 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 35,115,349/35,115,349 (100.0%) +Types: NoneType:23,379,048, str:11,736,301 +Null/Empty: null:23,379,048, empty_str:7,544,208 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'question': 132 (0.0%) + 'discussion': 111 (0.0%) + 'blue': 48 (0.0%) + 'green': 48 (0.0%) + 'male': 47 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 35,115,349/35,115,349 (100.0%) +Types: list:35,115,349 +Null/Empty: empty_arr:29,233,435 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 35,115,349/35,115,349 (100.0%) +Types: NoneType:22,492,658, str:12,622,691 +Null/Empty: null:22,492,658, empty_str:643 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 72 (0.0%) + 'Question': 59 (0.0%) + 'female': 34 (0.0%) + 'Meme': 20 (0.0%) + 'male': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 35,115,349/35,115,349 (100.0%) +Types: str:35,036,946, NoneType:78,403 +Null/Empty: null:78,403 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 29,533,612 (84.3%) + 'light': 5,503,334 (15.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 35,115,349/35,115,349 (100.0%) +Types: str:35,115,349 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 29,233,435 (83.2%) + 'richtext': 5,881,914 (16.8%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:35,115,349 +Booleans: true:1,317,023 (3.8%), false:33,798,326 (96.2%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 35,115,349/35,115,349 (100.0%) +Types: NoneType:31,167,131, dict:3,948,218 +Null/Empty: null:31,167,131 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 35,115,349/35,115,349 (100.0%) +Types: dict:35,115,349 +Null/Empty: empty_obj:32,232,276 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:35,115,349 +Booleans: true:680 (0.0%), false:35,114,669 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 35,115,349/35,115,349 (100.0%) +Types: str:35,115,349 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_wy3ui2': 1 (0.0%) + 't3_x2soml': 1 (0.0%) + 't3_x2somo': 1 (0.0%) + 't3_x2somp': 1 (0.0%) + 't3_x2somr': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:35,115,349 +Booleans: true:17,661,061 (50.3%), false:17,454,288 (49.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 35,115,349/35,115,349 (100.0%) +Types: int:35,115,349 +Numeric values: 35,115,349 total +Numeric range: min:0, max:62,899, avg:6.3 +Numeric std dev: 73.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 35,115,349/35,115,349 (100.0%) +Types: int:35,115,349 +Numeric values: 35,115,349 total +Numeric range: min:0, max:1,889, avg:0.0 +Numeric std dev: 0.7 +Unique numbers tracked: 170 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:35,115,349 +Booleans: true:14,781,540 (42.1%), false:20,333,809 (57.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 35,115,349/35,115,349 (100.0%) +Types: str:24,308,116, NoneType:10,807,233 +Null/Empty: null:10,807,233 +String length avg: 6.5 +Unique strings tracked: 6 +String values distribution: + 'no_ads': 12,362,959 (50.9%) + 'all_ads': 10,649,524 (43.8%) + 'some_ads': 1,295,348 (5.3%) + 'house_only': 176 (0.0%) + 'promo_adult_nsfw': 97 (0.0%) + 'promo_all': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 35,115,349/35,115,349 (100.0%) +Types: str:35,115,349 +String length avg: 66.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Accumulate/comments/wy3ui2/join_the_austin_bitc...': 1 (0.0%) + '/r/u_Powerful_Mouse4186/comments/x2soml/what_do_yo...': 1 (0.0%) + '/r/real_China_irl/comments/x2somo/核酸迷惑场景/': 1 (0.0%) + '/r/Pen_Swap/comments/x2somp/september_2022_confirm...': 1 (0.0%) + '/r/airdropalertcom/comments/x2somr/100_bank_app_bo...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:35,115,349 +Booleans: true:0 (0.0%), false:35,115,349 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 35,115,349/35,115,349 (100.0%) +Types: int:24,308,116, NoneType:10,807,233 +Null/Empty: null:10,807,233 +Numeric values: 24,308,116 total +Numeric range: min:0, max:7, avg:3.0 +Numeric std dev: 3.1 +Unique numbers tracked: 6 +Numeric values distribution: + 0: 12,362,959 (50.9%) + 6: 10,649,524 (43.8%) + 7: 1,295,348 (5.3%) + 1: 176 (0.0%) + 3: 97 (0.0%) + 5: 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:35,115,349 +Booleans: true:3,806 (0.0%), false:35,111,543 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 35,115,349/35,115,349 (100.0%) +Types: NoneType:35,115,349 +Null/Empty: null:35,115,349 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 35,115,349/35,115,349 (100.0%) +Types: NoneType:19,625,123, str:15,490,226 +Null/Empty: null:19,625,123 +String length avg: 7.3 +Unique strings tracked: 9 +String values distribution: + 'deleted': 7,869,159 (50.8%) + 'reddit': 3,819,105 (24.7%) + 'moderator': 3,602,240 (23.3%) + 'automod_filtered': 146,303 (0.9%) + 'author': 20,548 (0.1%) + 'copyright_takedown': 17,839 (0.1%) + 'content_takedown': 14,933 (0.1%) + 'community_ops': 97 (0.0%) + 'anti_evil_ops': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 35,115,349/35,115,349 (100.0%) +Types: int:35,115,349 +Numeric values: 35,115,349 total +Numeric range: min:1,662,787,528, max:1,668,124,416, avg:1665389985.9 +Numeric std dev: 394616.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 35,115,349/35,115,349 (100.0%) +Types: int:35,115,349 +Numeric values: 35,115,349 total +Numeric range: min:0, max:220,665, avg:50.5 +Numeric std dev: 730.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 35,115,349/35,115,349 (100.0%) +Types: NoneType:31,167,131, dict:3,948,218 +Null/Empty: null:31,167,131 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 35,115,349/35,115,349 (100.0%) +Types: dict:35,115,349 +Null/Empty: empty_obj:32,232,276 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 35,115,349/35,115,349 (100.0%) +Types: str:35,115,349 +Null/Empty: empty_str:18,901,460 +String length avg: 281.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 869 (0.0%) + '[removed]': 429 (0.0%) + 'If you’re new to the community, introduce yourself...': 8 (0.0%) + 'Use this thread to ask anything at all!': 5 (0.0%) + '**insulto** translates to **insult** + +––––––––––––...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:35,115,349 +Booleans: true:30,984,218 (88.2%), false:4,131,131 (11.8%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:35,115,349 +Booleans: true:472,209 (1.3%), false:34,643,140 (98.7%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 35,115,349/35,115,349 (100.0%) +Types: bool:35,115,349 +Booleans: true:104,903 (0.3%), false:35,010,446 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 35,115,349/35,115,349 (100.0%) +Types: str:35,115,349 +String length avg: 11.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'u_news247planet': 29 (0.0%) + 'dirtyr4r': 10 (0.0%) + 'OnlyfansAmateurs': 9 (0.0%) + 'RedditRelived': 7 (0.0%) + 'AutoNewspaper': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 35,115,349/35,115,349 (100.0%) +Types: str:35,115,349 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_57y7rn': 29 (0.0%) + 't5_2vqun': 10 (0.0%) + 't5_2sr21i': 9 (0.0%) + 't5_5setsi': 7 (0.0%) + 't5_3h9d4': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 35,115,349/35,115,349 (100.0%) +Types: str:35,115,349 +String length avg: 13.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'u/news247planet': 29 (0.0%) + 'r/dirtyr4r': 10 (0.0%) + 'r/OnlyfansAmateurs': 9 (0.0%) + 'r/RedditRelived': 7 (0.0%) + 'r/AutoNewspaper': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 35,115,349/35,115,349 (100.0%) +Types: int:35,115,349 +Numeric values: 35,115,349 total +Numeric range: min:-667, max:43,667,736, avg:1027151.7 +Numeric std dev: 4499336.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 35,115,349/35,115,349 (100.0%) +Types: str:35,115,349 +String length avg: 6.1 +Unique strings tracked: 3 +String values distribution: + 'public': 30,430,942 (86.7%) + 'user': 2,771,472 (7.9%) + 'restricted': 1,912,935 (5.4%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 35,115,349/35,115,349 (100.0%) +Types: NoneType:26,882,230, str:8,233,119 +Null/Empty: null:26,882,230 +String length avg: 4.3 +Unique strings tracked: 8 +String values distribution: + 'qa': 2,793,071 (33.9%) + 'new': 2,142,159 (26.0%) + 'confidence': 1,854,909 (22.5%) + 'top': 933,467 (11.3%) + 'old': 425,214 (5.2%) + 'live': 55,411 (0.7%) + 'controversial': 26,344 (0.3%) + 'random': 2,544 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 35,115,349/35,115,349 (100.0%) +Types: str:35,115,349 +Null/Empty: empty_str:2,911 +String length avg: 20.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,096 (0.0%) + 'nsfw': 1,050 (0.0%) + 'self': 954 (0.0%) + 'image': 25 (0.0%) + 'spoiler': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 35,115,349/35,115,349 (100.0%) +Types: str:35,115,349 +String length avg: 53.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'New Members Intro': 12 (0.0%) + 'What do you eat, when you’re hungry in the middle ...': 8 (0.0%) + 'Ask Anything Thread': 6 (0.0%) + 'Textured Street Slip-ons | Men's Skate & Stree...': 5 (0.0%) + 'BONA Double Edge': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 35,115,349/35,115,349 (100.0%) +Types: NoneType:35,114,619, str:730 +Null/Empty: null:35,114,619 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 730 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 35,115,349/35,115,349 (100.0%) +Types: int:35,115,349 +Numeric values: 35,115,349 total +Numeric range: min:0, max:9,116, avg:0.0 +Numeric std dev: 1.8 +Unique numbers tracked: 212 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 35,115,349/35,115,349 (100.0%) +Types: list:35,115,349 +Null/Empty: empty_arr:35,115,282 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 35,115,349/35,115,349 (100.0%) +Types: float:35,115,349 +Numeric values: 35,115,349 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 35,115,349/35,115,349 (100.0%) +Types: str:34,959,060, NoneType:156,289 +Null/Empty: null:156,289, empty_str:7,717,126 +String length avg: 62.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/AskReddit/comments/x2sn8x/what_do_you_eat_when_...': 8 (0.0%) + 'https://gfycat.com/dirtydisfiguredemeraldtreeskink': 7 (0.0%) + 'https://www.freestylefootwear.com/products/texture...': 5 (0.0%) + 'https://www.freestylefootwear.com/products/bona-do...': 5 (0.0%) + '/r/AskReddit/comments/x2snns/what_doesnt_exist_but...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 35,115,349/35,115,349 (100.0%) +Types: NoneType:35,115,349 +Null/Empty: null:35,115,349 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 35,115,349/35,115,349 (100.0%) +Types: str:24,308,115, NoneType:10,807,234 +Null/Empty: null:10,807,234 +String length avg: 6.6 +Unique strings tracked: 6 +String values distribution: + 'no_ads': 12,362,958 (50.9%) + 'all_ads': 10,484,956 (43.1%) + 'some_ads': 1,236,898 (5.1%) + 'promo_adult_nsfw': 223,116 (0.9%) + 'house_only': 176 (0.0%) + 'promo_all': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 35,115,349/35,115,349 (100.0%) +Types: int:24,308,115, NoneType:10,807,234 +Null/Empty: null:10,807,234 +Numeric values: 24,308,115 total +Numeric range: min:0, max:7, avg:3.0 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 0: 12,362,958 (50.9%) + 6: 10,484,956 (43.1%) + 7: 1,236,898 (5.1%) + 3: 223,116 (0.9%) + 1: 176 (0.0%) + 5: 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 35,112,438/35,115,349 (100.0%) +Types: int:22,584,463, NoneType:12,527,975 +Null/Empty: null:12,527,975 +Numeric values: 22,584,463 total +Numeric range: min:0, max:140, avg:120.0 +Numeric std dev: 29.4 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 35,112,438/35,115,349 (100.0%) +Types: int:22,584,463, NoneType:12,527,975 +Null/Empty: null:12,527,975 +Numeric values: 22,584,463 total +Numeric range: min:0, max:140, avg:138.4 +Numeric std dev: 14.5 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 26,792,544/35,115,349 (76.3%) +Types: list:26,792,544 +Null/Empty: empty_arr:25,442,302 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 26,792,544/35,115,349 (76.3%) +Types: str:26,792,544 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 25,442,302 (95.0%) + 'richtext': 1,350,242 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 26,792,544/35,115,349 (76.3%) +Types: str:26,792,544 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 118 (0.0%) + 't2_fpn9c4gq': 29 (0.0%) + 't2_dk9632yo': 14 (0.0%) + 't2_popw78mm': 10 (0.0%) + 't2_jano7l08': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 26,792,544/35,115,349 (76.3%) +Types: bool:26,792,544 +Booleans: true:0 (0.0%), false:26,792,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 26,792,544/35,115,349 (76.3%) +Types: bool:26,792,544 +Booleans: true:1,091,590 (4.1%), false:25,700,954 (95.9%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 22,985,259/35,115,349 (65.5%) +Types: str:22,828,970, NoneType:156,289 +Null/Empty: null:156,289, empty_str:4,777,730 +String length avg: 48.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://gfycat.com/dirtydisfiguredemeraldtreeskink': 10 (0.0%) + '/r/AskReddit/comments/x2sn8x/what_do_you_eat_when_...': 8 (0.0%) + 'https://www.freestylefootwear.com/products/texture...': 5 (0.0%) + 'https://www.freestylefootwear.com/products/bona-do...': 5 (0.0%) + '/r/AskReddit/comments/x2snns/what_doesnt_exist_but...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 11,706,200/35,115,349 (33.3%) +Types: str:11,706,200 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'e3937af4-545a-11eb-a4f9-0e85c04e87bb': 27 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 13 (0.0%) + 'c6b34c40-84e0-11ec-b707-e6231f3e69f5': 10 (0.0%) + '1fb34b1e-9212-11eb-93d0-0e843b0fcb1d': 6 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 11,586,253/35,115,349 (33.0%) +Types: str:11,586,253 +String length avg: 5.8 +Unique strings tracked: 7 +String values distribution: + 'image': 6,174,216 (53.3%) + 'link': 2,510,181 (21.7%) + 'rich:video': 1,440,185 (12.4%) + 'self': 761,847 (6.6%) + 'hosted:video': 698,864 (6.0%) + 'gallery': 497 (0.0%) + 'video': 463 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 11,586,253/35,115,349 (33.0%) +Types: dict:11,586,253 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 2,734,091/35,115,349 (7.8%) +Types: dict:1,555,609, NoneType:1,178,482 +Null/Empty: null:1,178,482, empty_obj:1 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 2,323,054/35,115,349 (6.6%) +Types: dict:1,258,339, NoneType:1,064,715 +Null/Empty: null:1,064,715 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 2,323,054/35,115,349 (6.6%) +Types: bool:2,323,054 +Booleans: true:2,323,054 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,573,623/35,115,349 (4.5%) +Types: str:1,573,623 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_x28wve': 65 (0.0%) + 't3_x1c0tt': 15 (0.0%) + 't3_x2sx03': 15 (0.0%) + 't3_x2t4y9': 15 (0.0%) + 't3_x1c0sa': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,573,623/35,115,349 (4.5%) +Types: list:1,573,623 +Null/Empty: empty_arr:141,788 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 373,285/35,115,349 (1.1%) +Types: str:373,285 +Null/Empty: empty_str:307,272 +String length avg: 8.4 +Unique strings tracked: 15 +Top 5 string values: + 'Download': 20,089 (30.4%) + 'Learn More': 16,407 (24.9%) + 'Install': 8,537 (12.9%) + 'Sign Up': 7,311 (11.1%) + 'Shop Now': 6,834 (10.4%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 157,583/35,115,349 (0.4%) +Types: dict:111,710, NoneType:45,873 +Null/Empty: null:45,873 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 103,027/35,115,349 (0.3%) +Types: bool:103,027 +Booleans: true:103,027 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 77,035/35,115,349 (0.2%) +Types: NoneType:77,005, str:30 +Null/Empty: null:77,005 +String length avg: 333.7 +Unique strings tracked: 20 +Top 5 string values: + 'To learn more about risks, read the [Options Discl...': 6 (20.0%) + 'To learn more about risks, read the Options Disclo...': 4 (13.3%) + '</div><img src=x onerror='alert()'>': 2 (6.7%) + 'test': 2 (6.7%) + 'This is some additional text that could be rendere...': 1 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 77,035/35,115,349 (0.2%) +Types: NoneType:77,035 +Null/Empty: null:77,035 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 77,035/35,115,349 (0.2%) +Types: NoneType:77,035 +Null/Empty: null:77,035 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 77,035/35,115,349 (0.2%) +Types: NoneType:77,035 +Null/Empty: null:77,035 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 77,035/35,115,349 (0.2%) +Types: str:68,232, NoneType:8,803 +Null/Empty: null:8,803 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_jyms1ejh': 712 (1.0%) + 't2_4bw34yxz': 234 (0.3%) + 't2_jk3yrlpk': 131 (0.2%) + 't2_4ej70gox': 83 (0.1%) + 't2_2q9crlrw': 76 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 77,035/35,115,349 (0.2%) +Types: str:68,883, NoneType:8,152 +Null/Empty: null:8,152, empty_str:18 +String length avg: 18.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'apps.apple.com': 406 (0.6%) + 'play.google.com': 309 (0.4%) + 'google.com': 284 (0.4%) + 'store.steampowered.com': 130 (0.2%) + 'telekom.de/unterwegs/magenta-mobil': 129 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 77,035/35,115,349 (0.2%) +Types: NoneType:77,032, str:3 +Null/Empty: null:77,032 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 77,035/35,115,349 (0.2%) +Types: NoneType:77,032, str:3 +Null/Empty: null:77,032 +String length avg: 31.0 +Unique strings tracked: 3 +String values distribution: + 'http://www.reddit.com/': 1 (33.3%) + 'https://youtu.be/jl84QblsNP8': 1 (33.3%) + 'https://www.youtube.com/watch?v=21X5lGlDOfg': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 77,035/35,115,349 (0.2%) +Types: list:77,035 +Null/Empty: empty_arr:77,035 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 77,035/35,115,349 (0.2%) +Types: list:77,035 +Null/Empty: empty_arr:77,035 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 77,035/35,115,349 (0.2%) +Types: str:77,035 +String length avg: 89.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.google.com/': 133 (0.2%) + 'https://a1.adform.net/C/?bn=57227486': 56 (0.1%) + 'https://chewy.com?utm_source=reddit&utm_medium...': 48 (0.1%) + 'https://play.google.com/store/apps/details?id=com....': 45 (0.1%) + 'https://apps.apple.com/us/app/fanduel-sportsbook-c...': 45 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 77,035/35,115,349 (0.2%) +Types: NoneType:77,035 +Null/Empty: null:77,035 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 77,035/35,115,349 (0.2%) +Types: NoneType:77,035 +Null/Empty: null:77,035 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 77,035/35,115,349 (0.2%) +Types: bool:77,035 +Booleans: true:0 (0.0%), false:77,035 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 77,035/35,115,349 (0.2%) +Types: bool:77,035 +Booleans: true:0 (0.0%), false:77,035 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 77,035/35,115,349 (0.2%) +Types: str:77,035 +Null/Empty: empty_str:24,517 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/6Nn9ZnnBW1QY...': 36 (0.1%) + 'https://reddit-image.s3.amazonaws.com/wlpwI5iV_Zyp...': 32 (0.1%) + 'https://reddit-image.s3.amazonaws.com/lB-SXDPblsAj...': 32 (0.1%) + 'https://reddit-image.s3.amazonaws.com/skf7-CmbPlkd...': 30 (0.1%) + 'https://reddit-image.s3.amazonaws.com/ZQAdrWs_Lapn...': 28 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 77,035/35,115,349 (0.2%) +Types: NoneType:77,035 +Null/Empty: null:77,035 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 77,035/35,115,349 (0.2%) +Types: dict:77,035 +Null/Empty: empty_obj:77,035 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 77,035/35,115,349 (0.2%) +Types: NoneType:77,035 +Null/Empty: null:77,035 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 77,035/35,115,349 (0.2%) +Types: NoneType:76,981, str:54 +Null/Empty: null:76,981 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 54 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 77,035/35,115,349 (0.2%) +Types: bool:77,035 +Booleans: true:0 (0.0%), false:77,035 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 77,035/35,115,349 (0.2%) +Types: NoneType:77,035 +Null/Empty: null:77,035 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 77,035/35,115,349 (0.2%) +Types: NoneType:77,035 +Null/Empty: null:77,035 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 77,035/35,115,349 (0.2%) +Types: NoneType:77,035 +Null/Empty: null:77,035 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 77,035/35,115,349 (0.2%) +Types: bool:77,035 +Booleans: true:77,035 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 77,035/35,115,349 (0.2%) +Types: NoneType:77,035 +Null/Empty: null:77,035 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 77,035/35,115,349 (0.2%) +Types: list:77,035 +Null/Empty: empty_arr:77,035 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 77,035/35,115,349 (0.2%) +Types: NoneType:77,035 +Null/Empty: null:77,035 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 77,035/35,115,349 (0.2%) +Types: NoneType:77,035 +Null/Empty: null:77,035 + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 10,754/35,115,349 (0.0%) +Types: list:10,754 + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 8,976/35,115,349 (0.0%) +Types: dict:8,976 + +──────────────────────────────────────────────────────────── +FIELD: live_audio Occurrence: 2,380/35,115,349 (0.0%) +Types: dict:2,380 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,668/35,115,349 (0.0%) +Types: float:1,668 +Numeric values: 1,668 total +Numeric range: min:1,661,986,800.0, max:1,705,978,800.0, avg:1663907745.2 +Numeric std dev: 2496203.8 +Unique numbers tracked: 989 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,668/35,115,349 (0.0%) +Types: bool:1,668 +Booleans: true:3 (0.2%), false:1,665 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,668/35,115,349 (0.0%) +Types: float:1,668 +Numeric values: 1,668 total +Numeric range: min:1,661,979,600.0, max:1,705,964,400.0, avg:1663830848.4 +Numeric std dev: 2358268.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 1,309/35,115,349 (0.0%) +Types: NoneType:1,165, str:144 +Null/Empty: null:1,165 +String length avg: 5.0 +Unique strings tracked: 3 +String values distribution: + '$5.00': 140 (97.2%) + '$25.00': 3 (2.1%) + '$309.99': 1 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: tournament_data Occurrence: 130/35,115,349 (0.0%) +Types: dict:130 + +================================================================================ + +================================================================================ +FILE: RS_2022-10.jsonl +Analysis Time: 2026-01-16 11:26:03 +================================================================================ +Processed lines: 35,685,153 +Total unique fields: 138 +Max unique values tracked per field: 1,000 +Sample size: 35,685,153 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 35,685,153/35,685,153 (100.0%) +Types: list:35,685,153 +Null/Empty: empty_arr:35,199,120 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,685,153 +Booleans: true:1,459,451 (4.1%), false:34,225,702 (95.9%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,685,153 +Booleans: true:0 (0.0%), false:35,685,153 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 35,685,153/35,685,153 (100.0%) +Types: str:35,685,153 +String length avg: 11.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 331 (0.0%) + 'AutoModerator': 123 (0.0%) + 'news247planet': 29 (0.0%) + 'Double-Status8804': 21 (0.0%) + 'sharewithme': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 35,685,153/35,685,153 (100.0%) +Types: int:22,208,636, NoneType:13,476,517 +Null/Empty: null:13,476,517 +Numeric values: 22,208,636 total +Numeric range: min:1,120,363,200, max:1,664,632,466, avg:1588775803.7 +Numeric std dev: 80907307.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 35,685,153/35,685,153 (100.0%) +Types: NoneType:25,180,538, str:10,504,615 +Null/Empty: null:25,180,538, empty_str:8,871,078 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 4,090 (0.3%) + '#dadada': 1,216 (0.1%) + '#ff66ac': 691 (0.0%) + '#ea0027': 659 (0.0%) + '#edeff1': 565 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 35,685,153/35,685,153 (100.0%) +Types: NoneType:34,612,292, str:1,072,861 +Null/Empty: null:34,612,292, empty_str:111,860 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 66 (0.0%) + 'green': 66 (0.0%) + 'team-harmony': 55 (0.0%) + 'image-reminder': 46 (0.0%) + 'vam': 46 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 35,685,153/35,685,153 (100.0%) +Types: NoneType:33,638,809, str:2,046,344 +Null/Empty: null:33,638,809 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '42a2a1cc-16ad-11ec-bd64-c2025446f9e2': 34 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 17 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 13 (0.0%) + 'ff5e2e40-99bb-11eb-b3ea-0ebb9409a197': 10 (0.0%) + 'ef54aab6-9bc7-11e1-a725-12313b0c247a': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 35,685,153/35,685,153 (100.0%) +Types: NoneType:33,183,371, str:2,501,782 +Null/Empty: null:33,183,371, empty_str:136,246 +String length avg: 16.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '-': 31 (0.0%) + 'Verified': 24 (0.0%) + 'Official Bot': 20 (0.0%) + 'UNVERIFIED': 15 (0.0%) + 'FC: <unknown> Trainer name: <unknown>': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 35,685,153/35,685,153 (100.0%) +Types: NoneType:24,766,984, str:10,918,169 +Null/Empty: null:24,766,984, empty_str:29,818 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 10,289,973 (94.5%) + 'light': 598,378 (5.5%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 35,685,153/35,685,153 (100.0%) +Types: list:35,685,153 +Null/Empty: empty_arr:35,685,153 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 35,685,153/35,685,153 (100.0%) +Types: NoneType:35,685,153 +Null/Empty: null:35,685,153 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,685,153 +Booleans: true:27,291,014 (76.5%), false:8,394,139 (23.5%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,685,153 +Booleans: true:0 (0.0%), false:35,685,153 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 35,685,153/35,685,153 (100.0%) +Types: NoneType:35,488,977, str:196,176 +Null/Empty: null:35,488,977, empty_str:195,732 +String length avg: 11.7 +Unique strings tracked: 11 +Top 5 string values: + 'drawing_and_painting': 125 (28.2%) + 'animals': 107 (24.1%) + 'gaming': 82 (18.5%) + 'photography': 60 (13.5%) + 'entertainment': 44 (9.9%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 35,685,153/35,685,153 (100.0%) +Types: NoneType:35,428,213, list:256,940 +Null/Empty: null:35,428,213 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,685,153 +Booleans: true:37,531 (0.1%), false:35,647,622 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 35,685,153/35,685,153 (100.0%) +Types: int:35,685,153 +Numeric values: 35,685,153 total +Numeric range: min:1,664,582,400, max:1,667,260,799, avg:1665950633.2 +Numeric std dev: 779113.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 35,685,153/35,685,153 (100.0%) +Types: NoneType:35,315,070, str:370,083 +Null/Empty: null:35,315,070 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 370,083 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 35,685,153/35,685,153 (100.0%) +Types: NoneType:35,641,041, str:44,112 +Null/Empty: null:35,641,041 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 44,059 (99.9%) + 'admin': 53 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 35,685,153/35,685,153 (100.0%) +Types: str:35,685,153 +Null/Empty: empty_str:7,946,774 +String length avg: 12.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 627 (0.0%) + 'i.imgur.com': 203 (0.0%) + 'reddit.com': 177 (0.0%) + 'redgifs.com': 174 (0.0%) + 'v.redd.it': 87 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,044,414, float:640,739 +Booleans: true:0 (0.0%), false:35,044,414 (100.0%) +Numeric values: 640,739 total +Numeric range: min:1,664,582,620.0, max:1,668,048,180.0, avg:1665997414.9 +Numeric std dev: 792919.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 35,685,153/35,685,153 (100.0%) +Types: int:35,685,153 +Numeric values: 35,685,153 total +Numeric range: min:0, max:22, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 16 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 35,685,153/35,685,153 (100.0%) +Types: dict:35,685,153 +Null/Empty: empty_obj:35,520,142 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,685,153 +Booleans: true:0 (0.0%), false:35,685,153 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,685,153 +Booleans: true:22,843 (0.1%), false:35,662,310 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 35,685,153/35,685,153 (100.0%) +Types: str:35,685,153 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'xrrc3n': 1 (0.0%) + 'xsgl2u': 1 (0.0%) + 'xsgl2x': 1 (0.0%) + 'xsgl2y': 1 (0.0%) + 'xsgl2z': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,685,153 +Booleans: true:58,041 (0.2%), false:35,627,112 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,685,153 +Booleans: true:20,341,715 (57.0%), false:15,343,438 (43.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,685,153 +Booleans: true:52 (0.0%), false:35,685,101 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,685,153 +Booleans: true:228,047 (0.6%), false:35,457,106 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,685,153 +Booleans: true:10,825,193 (30.3%), false:24,859,960 (69.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,685,153 +Booleans: true:20,419,403 (57.2%), false:15,265,750 (42.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,685,153 +Booleans: true:12,712,087 (35.6%), false:22,973,066 (64.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,685,153 +Booleans: true:1,054,776 (3.0%), false:34,630,377 (97.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 35,685,153/35,685,153 (100.0%) +Types: str:35,495,395, NoneType:189,758 +Null/Empty: null:189,758, empty_str:25,094,643 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 539 (0.0%) + '#ff66ac': 456 (0.0%) + '#0079d3': 419 (0.0%) + '#ea0027': 376 (0.0%) + '#ffd635': 302 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 35,685,153/35,685,153 (100.0%) +Types: NoneType:23,576,124, str:12,109,029 +Null/Empty: null:23,576,124, empty_str:7,832,450 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 110 (0.0%) + 'question': 110 (0.0%) + 'blue': 57 (0.0%) + 'male': 50 (0.0%) + 'green': 42 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 35,685,153/35,685,153 (100.0%) +Types: list:35,685,153 +Null/Empty: empty_arr:29,585,960 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 35,685,153/35,685,153 (100.0%) +Types: NoneType:22,677,987, str:13,007,166 +Null/Empty: null:22,677,987, empty_str:697 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 57 (0.0%) + 'Question': 45 (0.0%) + 'M4F': 28 (0.0%) + 'female': 24 (0.0%) + 'Female': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 35,685,153/35,685,153 (100.0%) +Types: str:35,610,840, NoneType:74,313 +Null/Empty: null:74,313 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 29,974,193 (84.2%) + 'light': 5,636,647 (15.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 35,685,153/35,685,153 (100.0%) +Types: str:35,685,153 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 29,585,960 (82.9%) + 'richtext': 6,099,193 (17.1%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,685,153 +Booleans: true:1,443,985 (4.0%), false:34,241,168 (96.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 35,685,153/35,685,153 (100.0%) +Types: NoneType:31,667,054, dict:4,018,099 +Null/Empty: null:31,667,054 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 35,685,153/35,685,153 (100.0%) +Types: dict:35,685,153 +Null/Empty: empty_obj:32,719,454 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,685,153 +Booleans: true:862 (0.0%), false:35,684,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 35,685,153/35,685,153 (100.0%) +Types: str:35,685,153 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_xrrc3n': 1 (0.0%) + 't3_xsgl2u': 1 (0.0%) + 't3_xsgl2x': 1 (0.0%) + 't3_xsgl2y': 1 (0.0%) + 't3_xsgl2z': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,685,153 +Booleans: true:17,584,001 (49.3%), false:18,101,152 (50.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 35,685,153/35,685,153 (100.0%) +Types: int:35,685,153 +Numeric values: 35,685,153 total +Numeric range: min:0, max:94,947, avg:6.3 +Numeric std dev: 75.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 35,685,153/35,685,153 (100.0%) +Types: int:35,685,153 +Numeric values: 35,685,153 total +Numeric range: min:0, max:599, avg:0.0 +Numeric std dev: 0.7 +Unique numbers tracked: 201 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,685,153 +Booleans: true:14,320,821 (40.1%), false:21,364,332 (59.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 35,685,153/35,685,153 (100.0%) +Types: str:24,224,493, NoneType:11,460,660 +Null/Empty: null:11,460,660 +String length avg: 6.6 +Unique strings tracked: 6 +String values distribution: + 'no_ads': 11,906,469 (49.2%) + 'all_ads': 10,999,651 (45.4%) + 'some_ads': 1,318,109 (5.4%) + 'house_only': 151 (0.0%) + 'promo_adult_nsfw': 106 (0.0%) + 'promo_all': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 35,685,153/35,685,153 (100.0%) +Types: str:35,685,153 +String length avg: 66.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/DuelSummoners/comments/xrrc3n/event_hottime_sch...': 1 (0.0%) + '/r/leftwinger/comments/xsgl2u/us_military_officer_...': 1 (0.0%) + '/r/Pen_Swap/comments/xsgl2x/october_2022_confirmed...': 1 (0.0%) + '/r/every15min/comments/xsgl2y/currently_its_septem...': 1 (0.0%) + '/r/cryptopricesalerts/comments/xsgl2z/most_trendin...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,685,153 +Booleans: true:0 (0.0%), false:35,685,153 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 35,685,153/35,685,153 (100.0%) +Types: int:24,224,493, NoneType:11,460,660 +Null/Empty: null:11,460,660 +Numeric values: 24,224,493 total +Numeric range: min:0, max:7, avg:3.1 +Numeric std dev: 3.1 +Unique numbers tracked: 6 +Numeric values distribution: + 0: 11,906,469 (49.2%) + 6: 10,999,651 (45.4%) + 7: 1,318,109 (5.4%) + 1: 151 (0.0%) + 3: 106 (0.0%) + 5: 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,685,153 +Booleans: true:3,649 (0.0%), false:35,681,504 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 35,685,153/35,685,153 (100.0%) +Types: NoneType:35,685,153 +Null/Empty: null:35,685,153 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 35,685,153/35,685,153 (100.0%) +Types: NoneType:20,405,024, str:15,280,129 +Null/Empty: null:20,405,024 +String length avg: 7.4 +Unique strings tracked: 9 +String values distribution: + 'deleted': 7,942,512 (52.0%) + 'moderator': 3,753,025 (24.6%) + 'reddit': 3,381,434 (22.1%) + 'automod_filtered': 148,210 (1.0%) + 'author': 19,633 (0.1%) + 'copyright_takedown': 19,365 (0.1%) + 'content_takedown': 15,795 (0.1%) + 'community_ops': 111 (0.0%) + 'anti_evil_ops': 44 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 35,685,153/35,685,153 (100.0%) +Types: int:35,685,153 +Numeric values: 35,685,153 total +Numeric range: min:1,665,426,402, max:1,668,130,114, avg:1668016479.8 +Numeric std dev: 201169.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 35,685,153/35,685,153 (100.0%) +Types: int:35,685,153 +Numeric values: 35,685,153 total +Numeric range: min:0, max:229,460, avg:50.8 +Numeric std dev: 717.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 35,685,153/35,685,153 (100.0%) +Types: NoneType:31,667,054, dict:4,018,099 +Null/Empty: null:31,667,054 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 35,685,153/35,685,153 (100.0%) +Types: dict:35,685,153 +Null/Empty: empty_obj:32,719,454 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 35,685,153/35,685,153 (100.0%) +Types: str:35,685,153 +Null/Empty: empty_str:19,492,317 +String length avg: 259.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 950 (0.0%) + '[removed]': 463 (0.0%) + 'Use this thread to ask anything at all!': 5 (0.0%) + 'https://www.twitch.tv/bluetheraptor666 live 300 ...': 5 (0.0%) + '[will you please work for me for free?](https://ww...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,685,153 +Booleans: true:31,558,796 (88.4%), false:4,126,357 (11.6%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,685,153 +Booleans: true:429,602 (1.2%), false:35,255,551 (98.8%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 35,685,153/35,685,153 (100.0%) +Types: bool:35,685,153 +Booleans: true:112,551 (0.3%), false:35,572,602 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 35,685,153/35,685,153 (100.0%) +Types: str:35,685,153 +String length avg: 11.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'u_news247planet': 29 (0.0%) + 'dirtyr4r': 14 (0.0%) + 'Dkdjdj': 10 (0.0%) + 'u_captain_neurotic': 10 (0.0%) + 'GaySnapchat': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 35,685,153/35,685,153 (100.0%) +Types: str:35,685,153 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_57y7rn': 29 (0.0%) + 't5_2vqun': 14 (0.0%) + 't5_6aynmz': 10 (0.0%) + 't5_30h3iy': 10 (0.0%) + 't5_2yzi6': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 35,685,153/35,685,153 (100.0%) +Types: str:35,685,153 +String length avg: 13.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'u/news247planet': 29 (0.0%) + 'r/dirtyr4r': 14 (0.0%) + 'r/Dkdjdj': 10 (0.0%) + 'u/captain_neurotic': 10 (0.0%) + 'r/GaySnapchat': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 35,685,153/35,685,153 (100.0%) +Types: int:35,685,153 +Numeric values: 35,685,153 total +Numeric range: min:-669, max:44,557,447, avg:1017140.8 +Numeric std dev: 4522230.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 35,685,153/35,685,153 (100.0%) +Types: str:35,685,153 +String length avg: 6.0 +Unique strings tracked: 4 +String values distribution: + 'public': 30,860,848 (86.5%) + 'user': 2,919,884 (8.2%) + 'restricted': 1,904,411 (5.3%) + 'private': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 35,685,153/35,685,153 (100.0%) +Types: NoneType:27,105,275, str:8,579,878 +Null/Empty: null:27,105,275 +String length avg: 4.2 +Unique strings tracked: 8 +String values distribution: + 'qa': 2,943,238 (34.3%) + 'new': 2,336,074 (27.2%) + 'confidence': 1,901,675 (22.2%) + 'top': 959,921 (11.2%) + 'old': 338,655 (3.9%) + 'live': 71,943 (0.8%) + 'controversial': 26,346 (0.3%) + 'random': 2,026 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 35,685,153/35,685,153 (100.0%) +Types: str:35,685,153 +Null/Empty: empty_str:2,764 +String length avg: 21.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,496 (0.0%) + 'self': 967 (0.0%) + 'nsfw': 925 (0.0%) + 'image': 23 (0.0%) + 'spoiler': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 35,685,153/35,685,153 (100.0%) +Types: str:35,685,153 +String length avg: 52.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Ask Anything Thread': 7 (0.0%) + 'New Members Intro': 6 (0.0%) + 'Textured Street Slip-ons | Men's Skate & Stree...': 5 (0.0%) + 'BONA Double Edge': 5 (0.0%) + 'Irgendeine weibliche person hier die sehen will wi...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 35,685,153/35,685,153 (100.0%) +Types: NoneType:35,684,532, str:621 +Null/Empty: null:35,684,532 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 621 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 35,685,153/35,685,153 (100.0%) +Types: int:35,685,153 +Numeric values: 35,685,153 total +Numeric range: min:0, max:12,105, avg:0.0 +Numeric std dev: 2.3 +Unique numbers tracked: 194 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 35,685,153/35,685,153 (100.0%) +Types: list:35,685,153 +Null/Empty: empty_arr:35,685,082 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 35,685,153/35,685,153 (100.0%) +Types: float:35,685,153 +Numeric values: 35,685,153 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 35,685,153/35,685,153 (100.0%) +Types: str:35,685,153 +Null/Empty: empty_str:7,946,857 +String length avg: 62.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.freestylefootwear.com/products/texture...': 5 (0.0%) + 'https://www.freestylefootwear.com/products/bona-do...': 5 (0.0%) + 'https://redgifs.com/watch/oilyesteemedgrayfox': 4 (0.0%) + 'https://youtube.com/watch?v=fpHHnjsmuGA&featur...': 4 (0.0%) + 'https://www.redgifs.com/watch/seriousnearaltiplano...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 35,685,153/35,685,153 (100.0%) +Types: NoneType:35,685,153 +Null/Empty: null:35,685,153 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 35,685,153/35,685,153 (100.0%) +Types: str:24,224,492, NoneType:11,460,661 +Null/Empty: null:11,460,661 +String length avg: 6.6 +Unique strings tracked: 6 +String values distribution: + 'no_ads': 11,906,468 (49.2%) + 'all_ads': 10,833,602 (44.7%) + 'some_ads': 1,267,107 (5.2%) + 'promo_adult_nsfw': 217,157 (0.9%) + 'house_only': 151 (0.0%) + 'promo_all': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 35,685,153/35,685,153 (100.0%) +Types: int:24,224,492, NoneType:11,460,661 +Null/Empty: null:11,460,661 +Numeric values: 24,224,492 total +Numeric range: min:0, max:7, avg:3.1 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 0: 11,906,468 (49.2%) + 6: 10,833,602 (44.7%) + 7: 1,267,107 (5.2%) + 3: 217,157 (0.9%) + 1: 151 (0.0%) + 5: 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 35,682,389/35,685,153 (100.0%) +Types: int:22,465,255, NoneType:13,217,134 +Null/Empty: null:13,217,134 +Numeric values: 22,465,255 total +Numeric range: min:0, max:140, avg:120.2 +Numeric std dev: 28.4 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 35,682,389/35,685,153 (100.0%) +Types: int:22,465,255, NoneType:13,217,134 +Null/Empty: null:13,217,134 +Numeric values: 22,465,255 total +Numeric range: min:0, max:140, avg:139.0 +Numeric std dev: 11.6 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 27,293,383/35,685,153 (76.5%) +Types: list:27,293,383 +Null/Empty: empty_arr:25,885,905 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 27,293,383/35,685,153 (76.5%) +Types: str:27,293,383 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 25,885,905 (94.8%) + 'richtext': 1,407,478 (5.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 27,293,383/35,685,153 (76.5%) +Types: str:27,293,383 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 123 (0.0%) + 't2_fpn9c4gq': 29 (0.0%) + 't2_dk9632yo': 21 (0.0%) + 't2_bcevk': 11 (0.0%) + 't2_jano7l08': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 27,293,383/35,685,153 (76.5%) +Types: bool:27,293,383 +Booleans: true:0 (0.0%), false:27,293,383 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 27,293,383/35,685,153 (76.5%) +Types: bool:27,293,383 +Booleans: true:992,766 (3.6%), false:26,300,617 (96.4%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 22,972,893/35,685,153 (64.4%) +Types: str:22,972,893 +Null/Empty: empty_str:4,842,163 +String length avg: 48.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/oilyesteemedgrayfox': 11 (0.0%) + 'https://www.redgifs.com/watch/seriousnearaltiplano...': 6 (0.0%) + 'https://redgifs.com/watch/intentidenticalhydra': 6 (0.0%) + 'https://www.freestylefootwear.com/products/texture...': 5 (0.0%) + 'https://www.freestylefootwear.com/products/bona-do...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 12,047,462/35,685,153 (33.8%) +Types: str:12,047,462 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'e3937af4-545a-11eb-a4f9-0e85c04e87bb': 17 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 11 (0.0%) + 'c6b34c40-84e0-11ec-b707-e6231f3e69f5': 11 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 8 (0.0%) + 'b7807786-ffd1-11ec-a7e2-72e766a363a7': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 11,973,126/35,685,153 (33.6%) +Types: str:11,973,126 +String length avg: 5.7 +Unique strings tracked: 7 +String values distribution: + 'image': 6,273,485 (52.4%) + 'link': 2,639,471 (22.0%) + 'rich:video': 1,483,502 (12.4%) + 'self': 893,463 (7.5%) + 'hosted:video': 682,508 (5.7%) + 'video': 651 (0.0%) + 'gallery': 46 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 11,973,126/35,685,153 (33.6%) +Types: dict:11,973,126 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 2,897,642/35,685,153 (8.1%) +Types: dict:1,648,337, NoneType:1,249,305 +Null/Empty: null:1,249,305, empty_obj:1 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 2,483,041/35,685,153 (7.0%) +Types: dict:1,350,336, NoneType:1,132,705 +Null/Empty: null:1,132,705 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 2,483,041/35,685,153 (7.0%) +Types: bool:2,483,041 +Booleans: true:2,483,041 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,626,809/35,685,153 (4.6%) +Types: str:1,626,809 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_xsbzqa': 60 (0.0%) + 't3_x4cbrl': 59 (0.0%) + 't3_xsg5ex': 24 (0.0%) + 't3_xsf5e4': 20 (0.0%) + 't3_xsh9xa': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,626,809/35,685,153 (4.6%) +Types: list:1,626,809 +Null/Empty: empty_arr:80,011 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 232,920/35,685,153 (0.7%) +Types: str:232,920 +Null/Empty: empty_str:186,272 +String length avg: 8.8 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 17,187 (36.8%) + 'Sign Up': 7,625 (16.3%) + 'Shop Now': 6,762 (14.5%) + 'Download': 3,868 (8.3%) + 'View More': 1,868 (4.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 163,933/35,685,153 (0.5%) +Types: dict:115,546, NoneType:48,387 +Null/Empty: null:48,387 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 71,194/35,685,153 (0.2%) +Types: bool:71,194 +Booleans: true:71,194 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 58,041/35,685,153 (0.2%) +Types: NoneType:57,950, str:91 +Null/Empty: null:57,950 +String length avg: 81.3 +Unique strings tracked: 25 +Top 5 string values: + 'To learn more about risks, read the [Options Discl...': 36 (39.6%) + 'Lorem ipsum dolor sit amet, consectetur adipiscing...': 11 (12.1%) + '[a](javascript:prompt(document.cookie))': 5 (5.5%) + 'See what other people say about us on reddit': 5 (5.5%) + 'Explore our [gift guide](https://www.rei.com/h/gif...': 5 (5.5%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 58,041/35,685,153 (0.2%) +Types: NoneType:58,041 +Null/Empty: null:58,041 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 58,041/35,685,153 (0.2%) +Types: NoneType:58,041 +Null/Empty: null:58,041 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 58,041/35,685,153 (0.2%) +Types: NoneType:58,041 +Null/Empty: null:58,041 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 58,041/35,685,153 (0.2%) +Types: str:57,638, NoneType:403 +Null/Empty: null:403 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_rmv3lqwn': 4,766 (8.3%) + 't2_2acrmfhv': 339 (0.6%) + 't2_ehiepu6m': 181 (0.3%) + 't2_4kfv0g6z': 175 (0.3%) + 't2_1446wi': 163 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 58,041/35,685,153 (0.2%) +Types: str:51,878, NoneType:6,163 +Null/Empty: null:6,163, empty_str:40 +String length avg: 19.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'startrekfleetcommand.com': 80 (0.2%) + 'TE.com': 73 (0.1%) + 'amys.com': 59 (0.1%) + 'sasa.com': 58 (0.1%) + 'https://www.peacocktv.com/stream-movies/minions-ri...': 57 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 58,041/35,685,153 (0.2%) +Types: NoneType:58,011, str:30 +Null/Empty: null:58,011 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 30 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 58,041/35,685,153 (0.2%) +Types: NoneType:58,011, str:30 +Null/Empty: null:58,011 +String length avg: 84.6 +Unique strings tracked: 7 +String values distribution: + 'https://www.youtube.com/watch?v=HQaN8I8uNmE': 22 (73.3%) + 'https://app.adjust.com/lh3io2d?campaign={{CAMPAIGN...': 3 (10.0%) + 'https://www.porsche.com': 1 (3.3%) + 'https://www.reddit.com/r/TESTIETESTMCTEST/': 1 (3.3%) + 'https://d.agkn.com/pixel/10217/?che={{CACHEBUSTER}...': 1 (3.3%) + 'https://www.google.com': 1 (3.3%) + 'http://www.reddit.com': 1 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 58,041/35,685,153 (0.2%) +Types: list:58,041 +Null/Empty: empty_arr:58,041 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 58,041/35,685,153 (0.2%) +Types: list:58,041 +Null/Empty: empty_arr:58,041 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 58,041/35,685,153 (0.2%) +Types: str:58,041 +String length avg: 119.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://sasa.com': 58 (0.1%) + 'https://example.com': 23 (0.0%) + 'https://www.startrekfleetcommand.com/c1/?utm_sourc...': 16 (0.0%) + 'https://www.startrekfleetcommand.com/c1/?utm_sourc...': 16 (0.0%) + 'https://play.google.com/store/apps/details?id=de.t...': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 58,041/35,685,153 (0.2%) +Types: NoneType:58,041 +Null/Empty: null:58,041 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 58,041/35,685,153 (0.2%) +Types: NoneType:58,041 +Null/Empty: null:58,041 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 58,041/35,685,153 (0.2%) +Types: bool:58,041 +Booleans: true:0 (0.0%), false:58,041 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 58,041/35,685,153 (0.2%) +Types: bool:58,041 +Booleans: true:0 (0.0%), false:58,041 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 58,041/35,685,153 (0.2%) +Types: str:58,041 +Null/Empty: empty_str:22,709 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/p0rTaG0laWwf...': 1,840 (5.2%) + 'https://reddit-image.s3.amazonaws.com/7wlRSsF8MLhk...': 16 (0.0%) + 'https://reddit-image.s3.amazonaws.com/H35SWVfrABaX...': 16 (0.0%) + 'https://reddit-image.s3.amazonaws.com/RuO26oKd9QRJ...': 11 (0.0%) + 'https://reddit-image.s3.amazonaws.com/og6uC6SLn1nS...': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 58,041/35,685,153 (0.2%) +Types: NoneType:58,041 +Null/Empty: null:58,041 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 58,041/35,685,153 (0.2%) +Types: dict:58,041 +Null/Empty: empty_obj:58,041 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 58,041/35,685,153 (0.2%) +Types: NoneType:58,041 +Null/Empty: null:58,041 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 58,041/35,685,153 (0.2%) +Types: NoneType:58,031, str:10 +Null/Empty: null:58,031 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 10 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 58,041/35,685,153 (0.2%) +Types: bool:58,041 +Booleans: true:0 (0.0%), false:58,041 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 58,041/35,685,153 (0.2%) +Types: NoneType:58,041 +Null/Empty: null:58,041 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 58,041/35,685,153 (0.2%) +Types: NoneType:58,041 +Null/Empty: null:58,041 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 58,041/35,685,153 (0.2%) +Types: NoneType:58,041 +Null/Empty: null:58,041 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 58,041/35,685,153 (0.2%) +Types: bool:58,041 +Booleans: true:58,041 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 58,041/35,685,153 (0.2%) +Types: NoneType:58,041 +Null/Empty: null:58,041 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 58,041/35,685,153 (0.2%) +Types: list:58,041 +Null/Empty: empty_arr:58,041 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 58,041/35,685,153 (0.2%) +Types: NoneType:58,041 +Null/Empty: null:58,041 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 58,041/35,685,153 (0.2%) +Types: NoneType:58,041 +Null/Empty: null:58,041 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 57,720/35,685,153 (0.2%) +Types: NoneType:57,710, list:10 +Null/Empty: null:57,710, empty_arr:1 + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 12,454/35,685,153 (0.0%) +Types: list:12,454 + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 7,789/35,685,153 (0.0%) +Types: dict:7,789 + +──────────────────────────────────────────────────────────── +FIELD: live_audio Occurrence: 2,102/35,685,153 (0.0%) +Types: dict:2,102 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,675/35,685,153 (0.0%) +Types: float:1,675 +Numeric values: 1,675 total +Numeric range: min:1,664,596,800.0, max:157,774,730,940.0, avg:1760076284.6 +Numeric std dev: 3813185626.9 +Unique numbers tracked: 997 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,675/35,685,153 (0.0%) +Types: bool:1,675 +Booleans: true:2 (0.1%), false:1,673 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,675/35,685,153 (0.0%) +Types: float:1,675 +Numeric values: 1,675 total +Numeric range: min:1,664,582,400.0, max:157,774,716,540.0, avg:1760024454.5 +Numeric std dev: 3813186538.7 +Unique numbers tracked: 991 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 457/35,685,153 (0.0%) +Types: str:457 +String length avg: 57.8 +Unique strings tracked: 280 +Top 5 string values: + '$29.99': 16 (3.5%) + '$5.00': 14 (3.1%) + '$849.00': 11 (2.4%) + '$39.99': 10 (2.2%) + '$59.99': 9 (2.0%) + +──────────────────────────────────────────────────────────── +FIELD: tournament_data Occurrence: 142/35,685,153 (0.0%) +Types: dict:142 + +================================================================================ + +================================================================================ +FILE: RS_2022-11.jsonl +Analysis Time: 2026-01-16 12:34:22 +================================================================================ +Processed lines: 33,166,596 +Total unique fields: 138 +Max unique values tracked per field: 1,000 +Sample size: 33,166,596 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 33,166,596/33,166,596 (100.0%) +Types: list:33,166,596 +Null/Empty: empty_arr:32,712,296 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:33,166,596 +Booleans: true:1,387,894 (4.2%), false:31,778,702 (95.8%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:33,166,596 +Booleans: true:0 (0.0%), false:33,166,596 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 33,166,596/33,166,596 (100.0%) +Types: str:33,166,596 +String length avg: 11.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 254 (0.0%) + 'AutoModerator': 136 (0.0%) + 'RedditRelivedBot': 10 (0.0%) + 'robert_cortese': 10 (0.0%) + 'AutoNewsAdmin': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 33,166,596/33,166,596 (100.0%) +Types: int:24,573,599, NoneType:8,592,997 +Null/Empty: null:8,592,997 +Numeric values: 24,573,599 total +Numeric range: min:1,120,363,200, max:1,669,852,638, avg:1601822012.3 +Numeric std dev: 80153795.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 33,166,596/33,166,596 (100.0%) +Types: NoneType:22,576,367, str:10,590,229 +Null/Empty: null:22,576,367, empty_str:9,065,638 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 4,590 (0.3%) + '#dadada': 1,354 (0.1%) + '#ff66ac': 870 (0.1%) + '#d3d6da': 708 (0.0%) + '#ea0027': 677 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 33,166,596/33,166,596 (100.0%) +Types: NoneType:32,136,726, str:1,029,870 +Null/Empty: null:32,136,726, empty_str:102,102 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 57 (0.0%) + 'green': 56 (0.0%) + 'vam': 43 (0.0%) + 'team-harmony': 41 (0.0%) + 'a': 34 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 33,166,596/33,166,596 (100.0%) +Types: NoneType:31,257,414, str:1,909,182 +Null/Empty: null:31,257,414 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '42a2a1cc-16ad-11ec-bd64-c2025446f9e2': 22 (0.0%) + 'd479911a-ee96-11e8-a1e5-0e928c379f44': 21 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 11 (0.0%) + 'ef54aab6-9bc7-11e1-a725-12313b0c247a': 10 (0.0%) + 'f1c6dad0-9bc7-11e1-83d5-12313b088941': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 33,166,596/33,166,596 (100.0%) +Types: NoneType:30,803,280, str:2,363,316 +Null/Empty: null:30,803,280, empty_str:131,740 +String length avg: 17.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified': 35 (0.0%) + 'Still IN:goldennut18:': 21 (0.0%) + '-': 21 (0.0%) + 'Official Bot': 13 (0.0%) + 'UNVERIFIED': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 33,166,596/33,166,596 (100.0%) +Types: NoneType:22,191,053, str:10,975,543 +Null/Empty: null:22,191,053, empty_str:29,848 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 10,366,402 (94.7%) + 'light': 579,293 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 33,166,596/33,166,596 (100.0%) +Types: list:33,166,596 +Null/Empty: empty_arr:33,166,596 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 33,166,596/33,166,596 (100.0%) +Types: NoneType:33,166,596 +Null/Empty: null:33,166,596 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:33,166,596 +Booleans: true:24,575,939 (74.1%), false:8,590,657 (25.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:33,166,596 +Booleans: true:0 (0.0%), false:33,166,596 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 33,166,596/33,166,596 (100.0%) +Types: NoneType:33,158,774, str:7,822 +Null/Empty: null:33,158,774, empty_str:7,409 +String length avg: 13.1 +Unique strings tracked: 11 +Top 5 string values: + 'drawing_and_painting': 165 (40.0%) + 'animals': 74 (17.9%) + 'gaming': 67 (16.2%) + 'photography': 35 (8.5%) + 'entertainment': 30 (7.3%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 33,166,596/33,166,596 (100.0%) +Types: NoneType:32,964,654, list:201,942 +Null/Empty: null:32,964,654 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:33,166,596 +Booleans: true:37,936 (0.1%), false:33,128,660 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 33,166,596/33,166,596 (100.0%) +Types: int:33,166,596 +Numeric values: 33,166,596 total +Numeric range: min:1,667,260,800, max:1,669,852,799, avg:1668554746.8 +Numeric std dev: 751091.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 33,166,596/33,166,596 (100.0%) +Types: NoneType:32,788,918, str:377,678 +Null/Empty: null:32,788,918 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 377,678 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 33,166,596/33,166,596 (100.0%) +Types: NoneType:33,122,527, str:44,069 +Null/Empty: null:33,122,527 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 44,009 (99.9%) + 'admin': 60 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 33,166,596/33,166,596 (100.0%) +Types: str:33,166,596 +Null/Empty: empty_str:7,983,985 +String length avg: 12.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 643 (0.0%) + 'reddit.com': 200 (0.0%) + 'i.imgur.com': 163 (0.0%) + 'redgifs.com': 145 (0.0%) + 'v.redd.it': 79 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:32,531,627, float:634,969 +Booleans: true:0 (0.0%), false:32,531,627 (100.0%) +Numeric values: 634,969 total +Numeric range: min:1,667,261,036.0, max:1,673,224,203.0, avg:1668664856.7 +Numeric std dev: 866821.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 33,166,596/33,166,596 (100.0%) +Types: int:33,166,596 +Numeric values: 33,166,596 total +Numeric range: min:0, max:64, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 16 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 33,166,596/33,166,596 (100.0%) +Types: dict:33,166,596 +Null/Empty: empty_obj:33,015,864 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:33,166,596 +Booleans: true:0 (0.0%), false:33,166,596 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:33,166,596 +Booleans: true:26,618 (0.1%), false:33,139,978 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 33,166,596/33,166,596 (100.0%) +Types: str:33,166,596 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'yit2jk': 1 (0.0%) + 'yit2jl': 1 (0.0%) + 'yit2jm': 1 (0.0%) + 'yit2jn': 1 (0.0%) + 'yit2jo': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:33,166,596 +Booleans: true:59,509 (0.2%), false:33,107,087 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:33,166,596 +Booleans: true:18,163,854 (54.8%), false:15,002,742 (45.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:33,166,596 +Booleans: true:64 (0.0%), false:33,166,532 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:33,166,596 +Booleans: true:226,381 (0.7%), false:32,940,215 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:33,166,596 +Booleans: true:9,997,155 (30.1%), false:23,169,441 (69.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:33,166,596 +Booleans: true:18,242,063 (55.0%), false:14,924,533 (45.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:33,166,596 +Booleans: true:12,038,999 (36.3%), false:21,127,597 (63.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:33,166,596 +Booleans: true:948,893 (2.9%), false:32,217,703 (97.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 33,166,596/33,166,596 (100.0%) +Types: str:32,850,734, NoneType:315,862 +Null/Empty: null:315,862, empty_str:22,767,911 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 590 (0.0%) + '#ea0027': 411 (0.0%) + '#0079d3': 392 (0.0%) + '#ff66ac': 350 (0.0%) + '#ffd635': 303 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 33,166,596/33,166,596 (100.0%) +Types: NoneType:21,453,521, str:11,713,075 +Null/Empty: null:21,453,521, empty_str:7,559,742 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 116 (0.0%) + 'question': 100 (0.0%) + 'male': 65 (0.0%) + 'blue': 50 (0.0%) + 'm4': 45 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 33,166,596/33,166,596 (100.0%) +Types: list:33,166,596 +Null/Empty: empty_arr:27,215,158 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 33,166,596/33,166,596 (100.0%) +Types: NoneType:20,612,176, str:12,554,420 +Null/Empty: null:20,612,176, empty_str:745 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 77 (0.0%) + 'Question': 46 (0.0%) + 'M4F': 20 (0.0%) + 'Female': 15 (0.0%) + 'Other': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 33,166,596/33,166,596 (100.0%) +Types: str:32,915,559, NoneType:251,037 +Null/Empty: null:251,037 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 27,500,775 (83.5%) + 'light': 5,414,784 (16.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 33,166,596/33,166,596 (100.0%) +Types: str:33,166,596 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 27,215,158 (82.1%) + 'richtext': 5,951,438 (17.9%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:33,166,596 +Booleans: true:1,446,368 (4.4%), false:31,720,228 (95.6%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 33,166,596/33,166,596 (100.0%) +Types: NoneType:29,375,495, dict:3,791,101 +Null/Empty: null:29,375,495 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 33,166,596/33,166,596 (100.0%) +Types: dict:33,166,596 +Null/Empty: empty_obj:30,322,451 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:33,166,596 +Booleans: true:1,004 (0.0%), false:33,165,592 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 33,166,596/33,166,596 (100.0%) +Types: str:33,166,596 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_yit2jk': 1 (0.0%) + 't3_yit2jl': 1 (0.0%) + 't3_yit2jm': 1 (0.0%) + 't3_yit2jn': 1 (0.0%) + 't3_yit2jo': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:33,166,596 +Booleans: true:15,986,520 (48.2%), false:17,180,076 (51.8%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 33,166,596/33,166,596 (100.0%) +Types: int:33,166,596 +Numeric values: 33,166,596 total +Numeric range: min:0, max:61,256, avg:6.5 +Numeric std dev: 73.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 33,166,596/33,166,596 (100.0%) +Types: int:33,166,596 +Numeric values: 33,166,596 total +Numeric range: min:0, max:584, avg:0.0 +Numeric std dev: 0.7 +Unique numbers tracked: 175 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:33,166,596 +Booleans: true:13,477,993 (40.6%), false:19,688,603 (59.4%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 33,166,596/33,166,596 (100.0%) +Types: str:20,646,468, NoneType:12,520,128 +Null/Empty: null:12,520,128 +String length avg: 6.6 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 10,476,759 (50.7%) + 'no_ads': 8,939,498 (43.3%) + 'some_ads': 1,230,010 (6.0%) + 'house_only': 136 (0.0%) + 'promo_adult_nsfw': 57 (0.0%) + 'promo_all': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 33,166,596/33,166,596 (100.0%) +Types: str:33,166,596 +String length avg: 66.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/u_Repulsive_Estimate74/comments/yit2jk/10_sec_r...': 1 (0.0%) + '/r/DiscordAdvertising/comments/yit2jl/rave_palace_...': 1 (0.0%) + '/r/Pen_Swap/comments/yit2jm/november_2022_confirme...': 1 (0.0%) + '/r/golf/comments/yit2jn/how_to_fix_a_pitchmark_no_...': 1 (0.0%) + '/r/every15min/comments/yit2jo/currently_its_octobe...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:33,166,596 +Booleans: true:0 (0.0%), false:33,166,596 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 33,166,596/33,166,596 (100.0%) +Types: int:20,646,468, NoneType:12,520,128 +Null/Empty: null:12,520,128 +Numeric values: 20,646,468 total +Numeric range: min:0, max:7, avg:3.5 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 10,476,759 (50.7%) + 0: 8,939,498 (43.3%) + 7: 1,230,010 (6.0%) + 1: 136 (0.0%) + 3: 57 (0.0%) + 5: 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:33,166,596 +Booleans: true:3,344 (0.0%), false:33,163,252 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 33,166,596/33,166,596 (100.0%) +Types: NoneType:33,166,596 +Null/Empty: null:33,166,596 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 33,166,596/33,166,596 (100.0%) +Types: NoneType:18,224,063, str:14,942,533 +Null/Empty: null:18,224,063 +String length avg: 7.4 +Unique strings tracked: 9 +String values distribution: + 'deleted': 7,975,644 (53.4%) + 'moderator': 3,555,805 (23.8%) + 'reddit': 3,222,515 (21.6%) + 'automod_filtered': 133,946 (0.9%) + 'copyright_takedown': 22,306 (0.1%) + 'author': 18,686 (0.1%) + 'content_takedown': 13,512 (0.1%) + 'anti_evil_ops': 64 (0.0%) + 'community_ops': 55 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 33,166,596/33,166,596 (100.0%) +Types: int:33,166,596 +Numeric values: 33,166,596 total +Numeric range: min:1,668,014,431, max:1,673,279,897, avg:1673145606.7 +Numeric std dev: 593122.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 33,166,596/33,166,596 (100.0%) +Types: int:33,166,596 +Numeric values: 33,166,596 total +Numeric range: min:0, max:447,898, avg:51.9 +Numeric std dev: 722.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 33,166,596/33,166,596 (100.0%) +Types: NoneType:29,375,495, dict:3,791,101 +Null/Empty: null:29,375,495 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 33,166,596/33,166,596 (100.0%) +Types: dict:33,166,596 +Null/Empty: empty_obj:30,322,451 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 33,166,596/33,166,596 (100.0%) +Types: str:33,166,596 +Null/Empty: empty_str:17,729,893 +String length avg: 253.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 688 (0.0%) + '[removed]': 557 (0.0%) + ' Signing up with NordVPN has its advantages, and ...': 7 (0.0%) + 'Use this thread to ask anything at all!': 5 (0.0%) + 'Use this thread to promote yourself and/or your wo...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:33,166,596 +Booleans: true:29,421,652 (88.7%), false:3,744,944 (11.3%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:33,166,596 +Booleans: true:436,272 (1.3%), false:32,730,324 (98.7%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 33,166,596/33,166,596 (100.0%) +Types: bool:33,166,596 +Booleans: true:93,426 (0.3%), false:33,073,170 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 33,166,596/33,166,596 (100.0%) +Types: str:33,166,596 +String length avg: 11.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nonutnovember': 15 (0.0%) + 'dirtykikpals': 10 (0.0%) + 'RedditRelived': 10 (0.0%) + 'SanJoseSUCKS': 10 (0.0%) + 'GaySnapchat': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 33,166,596/33,166,596 (100.0%) +Types: str:33,166,596 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_3pnv2': 15 (0.0%) + 't5_2wtau': 10 (0.0%) + 't5_5setsi': 10 (0.0%) + 't5_3fgkl': 10 (0.0%) + 't5_2yzi6': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 33,166,596/33,166,596 (100.0%) +Types: str:33,166,596 +String length avg: 13.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/nonutnovember': 15 (0.0%) + 'r/dirtykikpals': 10 (0.0%) + 'r/RedditRelived': 10 (0.0%) + 'r/SanJoseSUCKS': 10 (0.0%) + 'r/GaySnapchat': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 33,166,596/33,166,596 (100.0%) +Types: int:33,166,596 +Numeric values: 33,166,596 total +Numeric range: min:-663, max:46,442,584, avg:1071970.6 +Numeric std dev: 4687210.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 33,166,596/33,166,596 (100.0%) +Types: str:33,166,596 +String length avg: 6.1 +Unique strings tracked: 4 +String values distribution: + 'public': 28,883,446 (87.1%) + 'user': 2,186,062 (6.6%) + 'restricted': 2,097,087 (6.3%) + 'archived': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 33,166,596/33,166,596 (100.0%) +Types: NoneType:25,789,339, str:7,377,257 +Null/Empty: null:25,789,339 +String length avg: 4.4 +Unique strings tracked: 8 +String values distribution: + 'qa': 2,199,443 (29.8%) + 'new': 2,004,286 (27.2%) + 'confidence': 1,770,445 (24.0%) + 'top': 1,003,867 (13.6%) + 'old': 301,621 (4.1%) + 'live': 83,864 (1.1%) + 'controversial': 11,495 (0.2%) + 'random': 2,236 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 33,166,596/33,166,596 (100.0%) +Types: str:33,166,596 +Null/Empty: empty_str:2,634 +String length avg: 20.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,834 (0.0%) + 'self': 918 (0.0%) + 'nsfw': 835 (0.0%) + 'spoiler': 24 (0.0%) + 'image': 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 33,166,596/33,166,596 (100.0%) +Types: str:33,166,596 +Null/Empty: empty_str:30 +String length avg: 52.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Ask Anything Thread': 7 (0.0%) + 'Visit Her Stylish New Step-grandmother For The Wee...': 5 (0.0%) + 'Self-promotion Thread': 5 (0.0%) + 'Textured Street Slip-ons | Men's Skate & Stree...': 5 (0.0%) + 'New Members Intro': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 33,166,596/33,166,596 (100.0%) +Types: NoneType:33,166,059, str:537 +Null/Empty: null:33,166,059 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 537 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 33,166,596/33,166,596 (100.0%) +Types: int:33,166,596 +Numeric values: 33,166,596 total +Numeric range: min:0, max:4,375, avg:0.0 +Numeric std dev: 1.1 +Unique numbers tracked: 181 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 33,166,596/33,166,596 (100.0%) +Types: list:33,166,596 +Null/Empty: empty_arr:33,166,538 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 33,166,596/33,166,596 (100.0%) +Types: float:33,166,596 +Numeric values: 33,166,596 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 33,166,596/33,166,596 (100.0%) +Types: str:33,166,596 +Null/Empty: empty_str:7,984,072 +String length avg: 62.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/decimaldarkgoldenrod...': 5 (0.0%) + 'https://www.redgifs.com/watch/profitablesplendidme...': 5 (0.0%) + 'https://www.freestylefootwear.com/products/texture...': 5 (0.0%) + 'https://www.freestylefootwear.com/products/bona-do...': 5 (0.0%) + 'https://i.imgur.com/QqX68hl.gifv': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 33,166,596/33,166,596 (100.0%) +Types: NoneType:33,166,596 +Null/Empty: null:33,166,596 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 33,166,596/33,166,596 (100.0%) +Types: str:20,646,455, NoneType:12,520,141 +Null/Empty: null:12,520,141 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 10,304,903 (49.9%) + 'no_ads': 8,939,485 (43.3%) + 'some_ads': 1,179,617 (5.7%) + 'promo_adult_nsfw': 222,306 (1.1%) + 'house_only': 136 (0.0%) + 'promo_all': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 33,166,596/33,166,596 (100.0%) +Types: int:20,646,455, NoneType:12,520,141 +Null/Empty: null:12,520,141 +Numeric values: 20,646,455 total +Numeric range: min:0, max:7, avg:3.4 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 10,304,903 (49.9%) + 0: 8,939,485 (43.3%) + 7: 1,179,617 (5.7%) + 3: 222,306 (1.1%) + 1: 136 (0.0%) + 5: 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 33,163,962/33,166,596 (100.0%) +Types: int:20,570,657, NoneType:12,593,305 +Null/Empty: null:12,593,305 +Numeric values: 20,570,657 total +Numeric range: min:0, max:140, avg:121.7 +Numeric std dev: 26.5 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 33,163,962/33,166,596 (100.0%) +Types: int:20,570,657, NoneType:12,593,305 +Null/Empty: null:12,593,305 +Numeric values: 20,570,657 total +Numeric range: min:0, max:140, avg:139.8 +Numeric std dev: 3.6 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 24,577,970/33,166,596 (74.1%) +Types: list:24,577,970 +Null/Empty: empty_arr:23,242,544 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 24,577,970/33,166,596 (74.1%) +Types: str:24,577,970 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 23,242,544 (94.6%) + 'richtext': 1,335,426 (5.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 24,577,970/33,166,596 (74.1%) +Types: str:24,577,970 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 136 (0.0%) + 't2_jano7l08': 10 (0.0%) + 't2_db1wk': 10 (0.0%) + 't2_12elra': 8 (0.0%) + 't2_aw3jlcdn': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 24,577,970/33,166,596 (74.1%) +Types: bool:24,577,970 +Booleans: true:0 (0.0%), false:24,577,970 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 24,577,970/33,166,596 (74.1%) +Types: bool:24,577,970 +Booleans: true:946,455 (3.9%), false:23,631,515 (96.1%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 21,127,461/33,166,596 (63.7%) +Types: str:21,127,461 +Null/Empty: empty_str:4,809,844 +String length avg: 48.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/profitablesplendidme...': 6 (0.0%) + 'https://www.redgifs.com/watch/decimaldarkgoldenrod...': 5 (0.0%) + 'https://www.freestylefootwear.com/products/texture...': 5 (0.0%) + 'https://www.freestylefootwear.com/products/bona-do...': 5 (0.0%) + 'https://www.redgifs.com/watch/dimpledclearbuck': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 11,659,763/33,166,596 (35.2%) +Types: str:11,659,763 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'c6b34c40-84e0-11ec-b707-e6231f3e69f5': 10 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 7 (0.0%) + '86e87e96-ce66-11ea-b671-0eb29aef81b9': 7 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 6 (0.0%) + 'e3937af4-545a-11eb-a4f9-0e85c04e87bb': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 10,672,275/33,166,596 (32.2%) +Types: str:10,672,275 +String length avg: 5.8 +Unique strings tracked: 7 +String values distribution: + 'image': 5,654,967 (53.0%) + 'link': 2,183,288 (20.5%) + 'rich:video': 1,401,359 (13.1%) + 'self': 824,786 (7.7%) + 'hosted:video': 606,850 (5.7%) + 'video': 632 (0.0%) + 'gallery': 393 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 10,672,275/33,166,596 (32.2%) +Types: dict:10,672,275 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 2,625,658/33,166,596 (7.9%) +Types: dict:1,461,117, NoneType:1,164,541 +Null/Empty: null:1,164,541, empty_obj:3 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 2,223,797/33,166,596 (6.7%) +Types: dict:1,177,155, NoneType:1,046,642 +Null/Empty: null:1,046,642 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 2,223,797/33,166,596 (6.7%) +Types: bool:2,223,797 +Booleans: true:2,223,797 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,560,240/33,166,596 (4.7%) +Types: str:1,560,240 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_yinu37': 47 (0.0%) + 't3_yite3s': 24 (0.0%) + 't3_yiqlvq': 22 (0.0%) + 't3_yismjb': 20 (0.0%) + 't3_yiql6p': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,560,240/33,166,596 (4.7%) +Types: list:1,560,240 +Null/Empty: empty_arr:137,608 + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 149,502/33,166,596 (0.5%) +Types: dict:104,044, NoneType:45,458 +Null/Empty: null:45,458 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 70,082/33,166,596 (0.2%) +Types: bool:70,082 +Booleans: true:70,082 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 59,509/33,166,596 (0.2%) +Types: NoneType:59,481, list:28 +Null/Empty: null:59,481 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 59,509/33,166,596 (0.2%) +Types: NoneType:59,264, str:245 +Null/Empty: null:59,264 +String length avg: 167.3 +Unique strings tracked: 143 +Top 5 string values: + 'Click [here](https://www.lokelma-hcp.com/#isi) to ...': 36 (14.7%) + 'Click [here](https://www.saphnelo.com/patient/safe...': 22 (9.0%) + 'Click here to view Safety Information': 16 (6.5%) + '�': 11 (4.5%) + '123': 7 (2.9%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 59,509/33,166,596 (0.2%) +Types: NoneType:59,509 +Null/Empty: null:59,509 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 59,509/33,166,596 (0.2%) +Types: NoneType:59,509 +Null/Empty: null:59,509 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 59,509/33,166,596 (0.2%) +Types: NoneType:59,509 +Null/Empty: null:59,509 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 59,509/33,166,596 (0.2%) +Types: str:59,120, NoneType:389 +Null/Empty: null:389 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_twdzadvz': 1,072 (1.8%) + 't2_p4hpldul': 528 (0.9%) + 't2_tvn3k6de': 448 (0.8%) + 't2_to9o7l7m': 254 (0.4%) + 't2_tvnwrh6a': 246 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 59,509/33,166,596 (0.2%) +Types: str:52,749, NoneType:6,760 +Null/Empty: null:6,760, empty_str:43 +String length avg: 17.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ads.reddit.com': 1,318 (2.5%) + 'apps.apple.com': 484 (0.9%) + 'cake.com': 447 (0.8%) + 'apple.co/Causeway': 164 (0.3%) + 'play.google.com': 151 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 59,509/33,166,596 (0.2%) +Types: NoneType:59,495, str:14 +Null/Empty: null:59,495 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 13 (92.9%) + 'iframe': 1 (7.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 59,509/33,166,596 (0.2%) +Types: NoneType:59,495, str:14 +Null/Empty: null:59,495 +String length avg: 142.1 +Unique strings tracked: 10 +String values distribution: + 'https://camplejeunevictims.com/v3/2step/lac02/?hxc...': 2 (14.3%) + 'https://camplejeunevictims.com/v3/2step/lac02/?hxc...': 2 (14.3%) + 'https://camplejeunevictims.com/v3/2step/lac02/?hxc...': 2 (14.3%) + 'https://camplejeunevictims.com/v3/2step/lac02/?hxc...': 2 (14.3%) + 'https://camplejeunevictims.com/v3/2step/lac02/?hxc...': 1 (7.1%) + 'https://camplejeunevictims.com/v3/2step/lac02/?hxc...': 1 (7.1%) + 'https://camplejeunevictims.com/v3/2step/lac02/?hxc...': 1 (7.1%) + 'https://app.adjust.com/lh3io2d?campaign={{CAMPAIGN...': 1 (7.1%) + 'https://www.cheesebros.com/products/wisconsin-chee...': 1 (7.1%) + 'https://utscollege.edu.au/': 1 (7.1%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 59,509/33,166,596 (0.2%) +Types: list:59,509 +Null/Empty: empty_arr:59,509 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 59,509/33,166,596 (0.2%) +Types: list:59,509 +Null/Empty: empty_arr:59,509 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 59,509/33,166,596 (0.2%) +Types: str:59,509 +String length avg: 128.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit.com': 340 (0.6%) + 'https://play.google.com/store/apps/details?id=com....': 45 (0.1%) + 'https://apps.apple.com/us/app/fanduel-sportsbook-c...': 45 (0.1%) + 'https://legal.thomsonreuters.com/en/insights/white...': 27 (0.0%) + 'https://directv.com/stream/?source=EDDSDS00000DsP0...': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 59,509/33,166,596 (0.2%) +Types: NoneType:59,509 +Null/Empty: null:59,509 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 59,509/33,166,596 (0.2%) +Types: NoneType:59,509 +Null/Empty: null:59,509 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 59,509/33,166,596 (0.2%) +Types: bool:59,509 +Booleans: true:0 (0.0%), false:59,509 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 59,509/33,166,596 (0.2%) +Types: bool:59,509 +Booleans: true:0 (0.0%), false:59,509 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 59,509/33,166,596 (0.2%) +Types: str:59,509 +Null/Empty: empty_str:23,657 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/QdoKMAUDfG8c...': 234 (0.7%) + 'https://reddit-image.s3.amazonaws.com/VHSwgP-dvEa9...': 60 (0.2%) + 'https://reddit-image.s3.amazonaws.com/x-eAAVMhJ7wf...': 32 (0.1%) + 'https://reddit-image.s3.amazonaws.com/fFIIantyI2tz...': 30 (0.1%) + 'https://reddit-image.s3.amazonaws.com/6AF6KheJUOvl...': 26 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 59,509/33,166,596 (0.2%) +Types: NoneType:59,509 +Null/Empty: null:59,509 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 59,509/33,166,596 (0.2%) +Types: dict:59,509 +Null/Empty: empty_obj:59,509 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 59,509/33,166,596 (0.2%) +Types: NoneType:59,509 +Null/Empty: null:59,509 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 59,509/33,166,596 (0.2%) +Types: NoneType:59,503, str:6 +Null/Empty: null:59,503 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 6 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 59,509/33,166,596 (0.2%) +Types: bool:59,509 +Booleans: true:0 (0.0%), false:59,509 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 59,509/33,166,596 (0.2%) +Types: NoneType:59,509 +Null/Empty: null:59,509 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 59,509/33,166,596 (0.2%) +Types: NoneType:59,509 +Null/Empty: null:59,509 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 59,509/33,166,596 (0.2%) +Types: NoneType:59,509 +Null/Empty: null:59,509 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 59,509/33,166,596 (0.2%) +Types: bool:59,509 +Booleans: true:59,509 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 59,509/33,166,596 (0.2%) +Types: NoneType:59,509 +Null/Empty: null:59,509 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 59,509/33,166,596 (0.2%) +Types: list:59,509 +Null/Empty: empty_arr:59,509 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 59,509/33,166,596 (0.2%) +Types: NoneType:59,509 +Null/Empty: null:59,509 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 59,509/33,166,596 (0.2%) +Types: NoneType:59,509 +Null/Empty: null:59,509 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 51,944/33,166,596 (0.2%) +Types: str:51,944 +Null/Empty: empty_str:14 +String length avg: 8.8 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 18,600 (35.8%) + 'Shop Now': 13,966 (26.9%) + 'Sign Up': 5,420 (10.4%) + 'Download': 2,694 (5.2%) + 'View More': 2,087 (4.0%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 11,717/33,166,596 (0.0%) +Types: list:11,717 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 2,122/33,166,596 (0.0%) +Types: str:2,122 +String length avg: 18.6 +Unique strings tracked: 237 +Top 5 string values: + '$30.00': 71 (3.3%) + '$19.99': 65 (3.1%) + '$24.99': 62 (2.9%) + '$99.99': 60 (2.8%) + '$89.99': 42 (2.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 1,661/33,166,596 (0.0%) +Types: float:1,661 +Numeric values: 1,661 total +Numeric range: min:1,667,278,800.0, max:1,727,654,400.0, avg:1669095031.1 +Numeric std dev: 2619769.7 +Unique numbers tracked: 984 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 1,661/33,166,596 (0.0%) +Types: bool:1,661 +Booleans: true:2 (0.1%), false:1,659 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 1,661/33,166,596 (0.0%) +Types: float:1,661 +Numeric values: 1,661 total +Numeric range: min:1,667,264,400.0, max:1,727,640,000.0, avg:1669012146.7 +Numeric std dev: 2478728.7 +Unique numbers tracked: 999 + +──────────────────────────────────────────────────────────── +FIELD: live_audio Occurrence: 1,179/33,166,596 (0.0%) +Types: dict:1,179 + +──────────────────────────────────────────────────────────── +FIELD: tournament_data Occurrence: 129/33,166,596 (0.0%) +Types: dict:129 + +──────────────────────────────────────────────────────────── +FIELD: rpan_video Occurrence: 94/33,166,596 (0.0%) +Types: dict:94 + +================================================================================ + +================================================================================ +FILE: RS_2022-12.jsonl +Analysis Time: 2026-01-16 13:49:34 +================================================================================ +Processed lines: 35,865,148 +Total unique fields: 137 +Max unique values tracked per field: 1,000 +Sample size: 35,865,148 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 35,865,148/35,865,148 (100.0%) +Types: list:35,865,148 +Null/Empty: empty_arr:35,433,858 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,865,148 +Booleans: true:1,604,237 (4.5%), false:34,260,911 (95.5%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,865,148 +Booleans: true:0 (0.0%), false:35,865,148 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 35,865,148/35,865,148 (100.0%) +Types: str:35,865,148 +String length avg: 12.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 314 (0.0%) + 'AutoModerator': 150 (0.0%) + 'AutoNewsAdmin': 11 (0.0%) + 'RedditRelivedBot': 10 (0.0%) + 'BabiMuniz69': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 35,865,148/35,865,148 (100.0%) +Types: int:27,704,358, NoneType:8,160,790 +Null/Empty: null:8,160,790 +Numeric values: 27,704,358 total +Numeric range: min:1,120,363,200, max:1,672,531,111, avg:1607244719.0 +Numeric std dev: 78688119.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 35,865,148/35,865,148 (100.0%) +Types: NoneType:25,577,868, str:10,287,280 +Null/Empty: null:25,577,868, empty_str:8,644,740 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 3,111 (0.2%) + '#dadada': 1,093 (0.1%) + '#ff66ac': 854 (0.1%) + '#ea0027': 664 (0.0%) + '#d3d6da': 592 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 35,865,148/35,865,148 (100.0%) +Types: NoneType:34,764,202, str:1,100,946 +Null/Empty: null:34,764,202, empty_str:104,171 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 149 (0.0%) + 'team-harmony': 46 (0.0%) + 'vam': 39 (0.0%) + 'green': 36 (0.0%) + 'verified': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 35,865,148/35,865,148 (100.0%) +Types: NoneType:33,822,467, str:2,042,681 +Null/Empty: null:33,822,467 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '55bac45a-146f-11e7-839d-0ef2495765a4': 16 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 16 (0.0%) + 'd479911a-ee96-11e8-a1e5-0e928c379f44': 15 (0.0%) + '54fcc2e0-dee4-11eb-bc7b-0eb60619cbfd': 12 (0.0%) + '300004a8-f8d9-11ea-b38f-0e96c35929b7': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 35,865,148/35,865,148 (100.0%) +Types: NoneType:33,352,096, str:2,513,052 +Null/Empty: null:33,352,096, empty_str:135,539 +String length avg: 17.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified': 32 (0.0%) + 'Mod': 24 (0.0%) + 'Still IN:goldennut18:': 14 (0.0%) + 'FC: <unknown> Trainer name: <unknown>': 13 (0.0%) + 'DiamondNoNutter 2021 :diamondnut18:': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 35,865,148/35,865,148 (100.0%) +Types: NoneType:25,177,148, str:10,688,000 +Null/Empty: null:25,177,148, empty_str:28,691 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 10,023,913 (94.0%) + 'light': 635,396 (6.0%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 35,865,148/35,865,148 (100.0%) +Types: list:35,865,148 +Null/Empty: empty_arr:35,865,148 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 35,865,148/35,865,148 (100.0%) +Types: NoneType:35,865,148 +Null/Empty: null:35,865,148 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,865,148 +Booleans: true:27,709,893 (77.3%), false:8,155,255 (22.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,865,148 +Booleans: true:0 (0.0%), false:35,865,148 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 35,865,148/35,865,148 (100.0%) +Types: NoneType:35,856,278, str:8,870 +Null/Empty: null:35,856,278, empty_str:8,449 +String length avg: 12.6 +Unique strings tracked: 11 +Top 5 string values: + 'drawing_and_painting': 155 (36.8%) + 'animals': 102 (24.2%) + 'gaming': 66 (15.7%) + 'photography': 44 (10.5%) + 'entertainment': 32 (7.6%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 35,865,148/35,865,148 (100.0%) +Types: NoneType:35,663,356, list:201,792 +Null/Empty: null:35,663,356 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,865,148 +Booleans: true:43,063 (0.1%), false:35,822,085 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 35,865,148/35,865,148 (100.0%) +Types: int:35,865,148 +Numeric values: 35,865,148 total +Numeric range: min:1,669,852,800, max:1,672,531,199, avg:1671199047.9 +Numeric std dev: 769247.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 35,865,148/35,865,148 (100.0%) +Types: NoneType:35,283,082, str:582,066 +Null/Empty: null:35,283,082 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 582,066 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 35,865,148/35,865,148 (100.0%) +Types: NoneType:35,819,959, str:45,189 +Null/Empty: null:35,819,959 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 45,126 (99.9%) + 'admin': 63 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 35,865,148/35,865,148 (100.0%) +Types: str:35,865,148 +Null/Empty: empty_str:7,675,921 +String length avg: 12.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 516 (0.0%) + 'i.imgur.com': 212 (0.0%) + 'redgifs.com': 177 (0.0%) + 'reddit.com': 171 (0.0%) + 'v.redd.it': 67 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,218,665, float:646,483 +Booleans: true:0 (0.0%), false:35,218,665 (100.0%) +Numeric values: 646,483 total +Numeric range: min:1,669,852,937.0, max:1,673,197,647.0, avg:1671252988.3 +Numeric std dev: 795316.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 35,865,148/35,865,148 (100.0%) +Types: int:35,865,148 +Numeric values: 35,865,148 total +Numeric range: min:0, max:27, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 17 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 35,865,148/35,865,148 (100.0%) +Types: dict:35,865,148 +Null/Empty: empty_obj:35,723,204 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,865,148 +Booleans: true:0 (0.0%), false:35,865,148 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,865,148 +Booleans: true:18,628 (0.1%), false:35,846,520 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 35,865,148/35,865,148 (100.0%) +Types: str:35,865,148 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'z97uwu': 1 (0.0%) + 'z97uww': 1 (0.0%) + 'z97uwx': 1 (0.0%) + 'z97uwy': 1 (0.0%) + 'z97uwz': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,865,148 +Booleans: true:47,274 (0.1%), false:35,817,874 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,865,148 +Booleans: true:20,174,791 (56.3%), false:15,690,357 (43.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,865,148 +Booleans: true:55 (0.0%), false:35,865,093 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,865,148 +Booleans: true:296,234 (0.8%), false:35,568,914 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,865,148 +Booleans: true:10,618,358 (29.6%), false:25,246,790 (70.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,865,148 +Booleans: true:20,241,221 (56.4%), false:15,623,927 (43.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,865,148 +Booleans: true:13,247,870 (36.9%), false:22,617,278 (63.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,865,148 +Booleans: true:962,157 (2.7%), false:34,902,991 (97.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 35,865,148/35,865,148 (100.0%) +Types: str:35,520,106, NoneType:345,042 +Null/Empty: null:345,042, empty_str:24,560,230 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 606 (0.0%) + '#ea0027': 421 (0.0%) + '#0079d3': 364 (0.0%) + '#ff66ac': 350 (0.0%) + '#46d160': 297 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 35,865,148/35,865,148 (100.0%) +Types: NoneType:23,161,338, str:12,703,810 +Null/Empty: null:23,161,338, empty_str:8,218,258 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 136 (0.0%) + 'question': 136 (0.0%) + 'male': 62 (0.0%) + 'blue': 56 (0.0%) + 'help': 47 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 35,865,148/35,865,148 (100.0%) +Types: list:35,865,148 +Null/Empty: empty_arr:29,608,791 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 35,865,148/35,865,148 (100.0%) +Types: NoneType:22,279,635, str:13,585,513 +Null/Empty: null:22,279,635, empty_str:3,209 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Question': 71 (0.0%) + 'Discussion': 62 (0.0%) + 'Video': 18 (0.0%) + 'Female': 15 (0.0%) + 'M4F': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 35,865,148/35,865,148 (100.0%) +Types: str:35,612,985, NoneType:252,163 +Null/Empty: null:252,163 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 29,777,943 (83.6%) + 'light': 5,835,042 (16.4%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 35,865,148/35,865,148 (100.0%) +Types: str:35,865,148 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 29,608,791 (82.6%) + 'richtext': 6,256,357 (17.4%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,865,148 +Booleans: true:1,525,715 (4.3%), false:34,339,433 (95.7%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 35,865,148/35,865,148 (100.0%) +Types: NoneType:31,818,424, dict:4,046,724 +Null/Empty: null:31,818,424 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 35,865,148/35,865,148 (100.0%) +Types: dict:35,865,148 +Null/Empty: empty_obj:32,778,414 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,865,148 +Booleans: true:585 (0.0%), false:35,864,563 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 35,865,148/35,865,148 (100.0%) +Types: str:35,865,148 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_z97uwu': 1 (0.0%) + 't3_z97uww': 1 (0.0%) + 't3_z97uwx': 1 (0.0%) + 't3_z97uwy': 1 (0.0%) + 't3_z97uwz': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,865,148 +Booleans: true:17,483,044 (48.7%), false:18,382,104 (51.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 35,865,148/35,865,148 (100.0%) +Types: int:35,865,148 +Numeric values: 35,865,148 total +Numeric range: min:0, max:100,001, avg:6.3 +Numeric std dev: 86.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 35,865,148/35,865,148 (100.0%) +Types: int:35,865,148 +Numeric values: 35,865,148 total +Numeric range: min:0, max:2,184, avg:0.0 +Numeric std dev: 1.1 +Unique numbers tracked: 225 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,865,148 +Booleans: true:15,249,172 (42.5%), false:20,615,976 (57.5%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 35,865,148/35,865,148 (100.0%) +Types: str:21,535,024, NoneType:14,330,124 +Null/Empty: null:14,330,124 +String length avg: 6.6 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 11,010,071 (51.1%) + 'no_ads': 9,267,633 (43.0%) + 'some_ads': 1,257,147 (5.8%) + 'house_only': 129 (0.0%) + 'promo_adult_nsfw': 29 (0.0%) + 'promo_all': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 35,865,148/35,865,148 (100.0%) +Types: str:35,865,148 +String length avg: 66.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/u_icepirate87/comments/z97uwu/meirl_i_love_subt...': 1 (0.0%) + '/r/nba/comments/z97uww/game_thread_toronto_raptors...': 1 (0.0%) + '/r/nba/comments/z97uwx/game_thread_san_antonio_spu...': 1 (0.0%) + '/r/nba/comments/z97uwy/game_thread_memphis_grizzli...': 1 (0.0%) + '/r/Pen_Swap/comments/z97uwz/december_2022_confirme...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,865,148 +Booleans: true:0 (0.0%), false:35,865,148 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 35,865,148/35,865,148 (100.0%) +Types: int:21,535,024, NoneType:14,330,124 +Null/Empty: null:14,330,124 +Numeric values: 21,535,024 total +Numeric range: min:0, max:7, avg:3.5 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 11,010,071 (51.1%) + 0: 9,267,633 (43.0%) + 7: 1,257,147 (5.8%) + 1: 129 (0.0%) + 3: 29 (0.0%) + 5: 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,865,148 +Booleans: true:3,241 (0.0%), false:35,861,907 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 35,865,148/35,865,148 (100.0%) +Types: NoneType:35,865,148 +Null/Empty: null:35,865,148 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 35,865,148/35,865,148 (100.0%) +Types: NoneType:20,223,440, str:15,641,708 +Null/Empty: null:20,223,440 +String length avg: 7.4 +Unique strings tracked: 9 +String values distribution: + 'deleted': 7,671,702 (49.0%) + 'moderator': 3,980,142 (25.4%) + 'reddit': 3,786,990 (24.2%) + 'automod_filtered': 142,690 (0.9%) + 'copyright_takedown': 26,267 (0.2%) + 'author': 18,250 (0.1%) + 'content_takedown': 15,499 (0.1%) + 'community_ops': 101 (0.0%) + 'anti_evil_ops': 67 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 35,865,148/35,865,148 (100.0%) +Types: int:35,865,148 +Numeric values: 35,865,148 total +Numeric range: min:1,673,167,604, max:1,673,285,356, avg:1673182964.1 +Numeric std dev: 9114.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 35,865,148/35,865,148 (100.0%) +Types: int:35,865,148 +Numeric values: 35,865,148 total +Numeric range: min:0, max:208,216, avg:48.1 +Numeric std dev: 692.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 35,865,148/35,865,148 (100.0%) +Types: NoneType:31,818,424, dict:4,046,724 +Null/Empty: null:31,818,424 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 35,865,148/35,865,148 (100.0%) +Types: dict:35,865,148 +Null/Empty: empty_obj:32,778,414 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 35,865,148/35,865,148 (100.0%) +Types: str:35,865,148 +Null/Empty: empty_str:19,392,040 +String length avg: 254.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 662 (0.0%) + '[removed]': 634 (0.0%) + 'Use this thread to ask anything at all!': 7 (0.0%) + 'If you’re new to the community, introduce yourself...': 7 (0.0%) + '[ Removed by reddit in response to a copyright not...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,865,148 +Booleans: true:31,766,474 (88.6%), false:4,098,674 (11.4%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,865,148 +Booleans: true:536,840 (1.5%), false:35,328,308 (98.5%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 35,865,148/35,865,148 (100.0%) +Types: bool:35,865,148 +Booleans: true:108,505 (0.3%), false:35,756,643 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 35,865,148/35,865,148 (100.0%) +Types: str:35,865,148 +String length avg: 11.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'N_E_W_S': 11 (0.0%) + 'RedditRelived': 10 (0.0%) + 'AskReddit': 9 (0.0%) + 'CollegeBasketball': 8 (0.0%) + 'TORONTOSTARauto': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 35,865,148/35,865,148 (100.0%) +Types: str:35,865,148 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6ud7x9': 11 (0.0%) + 't5_5setsi': 10 (0.0%) + 't5_2qh1i': 9 (0.0%) + 't5_2rj3j': 8 (0.0%) + 't5_3hbd2': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 35,865,148/35,865,148 (100.0%) +Types: str:35,865,148 +String length avg: 13.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/N_E_W_S': 11 (0.0%) + 'r/RedditRelived': 10 (0.0%) + 'r/AskReddit': 9 (0.0%) + 'r/CollegeBasketball': 8 (0.0%) + 'r/TORONTOSTARauto': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 35,865,148/35,865,148 (100.0%) +Types: int:35,865,148 +Numeric values: 35,865,148 total +Numeric range: min:-663, max:46,429,602, avg:1028099.6 +Numeric std dev: 4606557.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 35,865,148/35,865,148 (100.0%) +Types: str:35,865,148 +String length avg: 6.1 +Unique strings tracked: 4 +String values distribution: + 'public': 31,970,124 (89.1%) + 'restricted': 1,967,655 (5.5%) + 'user': 1,927,368 (5.4%) + 'private': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 35,865,148/35,865,148 (100.0%) +Types: NoneType:28,516,599, str:7,348,549 +Null/Empty: null:28,516,599 +String length avg: 4.4 +Unique strings tracked: 8 +String values distribution: + 'new': 2,321,435 (31.6%) + 'qa': 1,915,882 (26.1%) + 'confidence': 1,711,934 (23.3%) + 'top': 1,017,567 (13.8%) + 'old': 280,212 (3.8%) + 'live': 88,966 (1.2%) + 'controversial': 10,685 (0.1%) + 'random': 1,868 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 35,865,148/35,865,148 (100.0%) +Types: str:35,865,148 +Null/Empty: empty_str:2,483 +String length avg: 19.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,337 (0.0%) + 'self': 1,043 (0.0%) + 'nsfw': 1,002 (0.0%) + 'image': 27 (0.0%) + 'spoiler': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 35,865,148/35,865,148 (100.0%) +Types: str:35,865,148 +Null/Empty: empty_str:198 +String length avg: 53.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'New Members Intro': 10 (0.0%) + 'Ask Anything Thread': 9 (0.0%) + 'When you ask your Tinder match to send you a vid, ...': 7 (0.0%) + 'DEFEND YOUR VALOR/ DEFEATING GNA THE VALKYRIE QUEE...': 4 (0.0%) + '💖 Verified! I love making men pay for my wants and...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 35,865,148/35,865,148 (100.0%) +Types: NoneType:35,864,622, str:526 +Null/Empty: null:35,864,622 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 526 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 35,865,148/35,865,148 (100.0%) +Types: int:35,865,148 +Numeric values: 35,865,148 total +Numeric range: min:0, max:3,522, avg:0.0 +Numeric std dev: 1.2 +Unique numbers tracked: 179 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 35,865,148/35,865,148 (100.0%) +Types: list:35,865,148 +Null/Empty: empty_arr:35,865,080 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 35,865,148/35,865,148 (100.0%) +Types: float:35,865,148 +Numeric values: 35,865,148 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 35,865,148/35,865,148 (100.0%) +Types: str:35,865,148 +Null/Empty: empty_str:7,676,035 +String length avg: 63.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/positiveicyemperorshrimp': 9 (0.0%) + 'https://youtu.be/od4NRk7xIHg': 5 (0.0%) + 'https://i.imgur.com/pW8c4MD.jpg': 5 (0.0%) + 'https://i.imgur.com/D5u3dHk.jpg': 4 (0.0%) + 'https://www.redgifs.com/watch/gleamingjadedwhitebe...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 35,865,148/35,865,148 (100.0%) +Types: NoneType:35,865,148 +Null/Empty: null:35,865,148 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 35,865,148/35,865,148 (100.0%) +Types: str:21,535,012, NoneType:14,330,136 +Null/Empty: null:14,330,136 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 10,810,390 (50.2%) + 'no_ads': 9,267,621 (43.0%) + 'some_ads': 1,197,188 (5.6%) + 'promo_adult_nsfw': 259,669 (1.2%) + 'house_only': 129 (0.0%) + 'promo_all': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 35,865,148/35,865,148 (100.0%) +Types: int:21,535,012, NoneType:14,330,136 +Null/Empty: null:14,330,136 +Numeric values: 21,535,012 total +Numeric range: min:0, max:7, avg:3.4 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 10,810,390 (50.2%) + 0: 9,267,621 (43.0%) + 7: 1,197,188 (5.6%) + 3: 259,669 (1.2%) + 1: 129 (0.0%) + 5: 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 35,862,665/35,865,148 (100.0%) +Types: int:21,777,535, NoneType:14,085,130 +Null/Empty: null:14,085,130 +Numeric values: 21,777,535 total +Numeric range: min:0, max:140, avg:121.9 +Numeric std dev: 26.5 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 35,862,665/35,865,148 (100.0%) +Types: int:21,777,535, NoneType:14,085,130 +Null/Empty: null:14,085,130 +Numeric values: 21,777,535 total +Numeric range: min:0, max:140, avg:139.9 +Numeric std dev: 3.1 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 27,711,887/35,865,148 (77.3%) +Types: list:27,711,887 +Null/Empty: empty_arr:26,316,313 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 27,711,887/35,865,148 (77.3%) +Types: str:27,711,887 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 26,316,313 (95.0%) + 'richtext': 1,395,574 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 27,711,887/35,865,148 (77.3%) +Types: str:27,711,887 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 150 (0.0%) + 't2_12elra': 11 (0.0%) + 't2_jano7l08': 10 (0.0%) + 't2_rzwninyu': 9 (0.0%) + 't2_gze6slzp': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 27,711,887/35,865,148 (77.3%) +Types: bool:27,711,887 +Booleans: true:0 (0.0%), false:27,711,887 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 27,711,887/35,865,148 (77.3%) +Types: bool:27,711,887 +Booleans: true:1,129,019 (4.1%), false:26,582,868 (95.9%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 22,616,749/35,865,148 (63.1%) +Types: str:22,616,749 +Null/Empty: empty_str:4,589,224 +String length avg: 47.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/creamypleasedeskimodog': 11 (0.0%) + 'https://redgifs.com/watch/positiveicyemperorshrimp': 9 (0.0%) + 'https://i.imgur.com/pW8c4MD.jpg': 7 (0.0%) + 'https://www.redgifs.com/watch/acrobaticimperfectse...': 7 (0.0%) + 'https://youtu.be/od4NRk7xIHg': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 12,657,281/35,865,148 (35.3%) +Types: str:12,657,281 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'e3937af4-545a-11eb-a4f9-0e85c04e87bb': 11 (0.0%) + 'c6b34c40-84e0-11ec-b707-e6231f3e69f5': 10 (0.0%) + '2be569e0-872b-11e6-a895-0e2ab20e1f97': 8 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 8 (0.0%) + 'ef26e504-58a4-11ed-839a-92491df682ac': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 11,894,541/35,865,148 (33.2%) +Types: str:11,894,541 +String length avg: 5.8 +Unique strings tracked: 7 +String values distribution: + 'image': 6,603,096 (55.5%) + 'link': 2,212,824 (18.6%) + 'rich:video': 1,602,911 (13.5%) + 'self': 827,302 (7.0%) + 'hosted:video': 647,043 (5.4%) + 'video': 969 (0.0%) + 'gallery': 396 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 11,894,541/35,865,148 (33.2%) +Types: dict:11,894,541 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 2,983,943/35,865,148 (8.3%) +Types: dict:1,623,111, NoneType:1,360,832 +Null/Empty: null:1,360,832 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 2,572,609/35,865,148 (7.2%) +Types: dict:1,324,624, NoneType:1,247,985 +Null/Empty: null:1,247,985 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 2,572,609/35,865,148 (7.2%) +Types: bool:2,572,609 +Booleans: true:2,572,609 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,755,565/35,865,148 (4.9%) +Types: str:1,755,565 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_z97xjw': 43 (0.0%) + 't3_z98e05': 27 (0.0%) + 't3_ykmjc7': 24 (0.0%) + 't3_z97xdd': 23 (0.0%) + 't3_ykl0ui': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,755,565/35,865,148 (4.9%) +Types: list:1,755,565 +Null/Empty: empty_arr:73,803 + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 142,478/35,865,148 (0.4%) +Types: dict:103,140, NoneType:39,338 +Null/Empty: null:39,338 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 83,074/35,865,148 (0.2%) +Types: bool:83,074 +Booleans: true:83,074 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 47,274/35,865,148 (0.1%) +Types: NoneType:47,269, list:5 +Null/Empty: null:47,269 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 47,274/35,865,148 (0.1%) +Types: NoneType:46,105, str:1,169 +Null/Empty: null:46,105 +String length avg: 65.9 +Unique strings tracked: 354 +Top 5 string values: + 'Track your stocks, trades, dividends, currency cha...': 95 (8.1%) + 'Track your stocks, trades, dividends, CGT & mo...': 77 (6.6%) + 'Mysterium Network allows you to browse the interne...': 43 (3.7%) + 'Get Xfinity Internet and Mobile': 31 (2.7%) + 'Win Better. Gift Better.': 19 (1.6%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 47,274/35,865,148 (0.1%) +Types: NoneType:47,274 +Null/Empty: null:47,274 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 47,274/35,865,148 (0.1%) +Types: NoneType:47,274 +Null/Empty: null:47,274 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 47,274/35,865,148 (0.1%) +Types: NoneType:47,274 +Null/Empty: null:47,274 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 47,274/35,865,148 (0.1%) +Types: str:47,057, NoneType:217 +Null/Empty: null:217 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_2q9crlrw': 169 (0.4%) + 't2_4kfv0g6z': 73 (0.2%) + 't2_fwatgqmu': 68 (0.1%) + 't2_2yutkjzv': 61 (0.1%) + 't2_8k3gw7pi': 60 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 47,274/35,865,148 (0.1%) +Types: str:38,389, NoneType:8,885 +Null/Empty: null:8,885, empty_str:26 +String length avg: 18.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'apps.apple.com': 233 (0.6%) + 'play.google.com': 176 (0.5%) + 'apple.com/ca/iphone-14': 92 (0.2%) + 'amazon.com': 53 (0.1%) + 'startrekfleetcommand.com': 52 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 47,274/35,865,148 (0.1%) +Types: NoneType:47,268, str:6 +Null/Empty: null:47,268 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 5 (83.3%) + 'iframe': 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 47,274/35,865,148 (0.1%) +Types: NoneType:47,268, str:6 +Null/Empty: null:47,268 +String length avg: 95.2 +Unique strings tracked: 6 +String values distribution: + 'https://sansdrinks.com.au/products/v-no-sparkling-...': 1 (16.7%) + 'https://www.polarismail.com': 1 (16.7%) + 'https://kellyright.com/': 1 (16.7%) + 'https://azure.microsoft.com/en-us/resources/whitep...': 1 (16.7%) + 'https://www.google.com/url?sa=i&url=https%3A%2...': 1 (16.7%) + 'https://tokapi.com/drops/b971d37b-4e18-416b-8068-1...': 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 47,274/35,865,148 (0.1%) +Types: list:47,274 +Null/Empty: empty_arr:47,274 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 47,274/35,865,148 (0.1%) +Types: list:47,274 +Null/Empty: empty_arr:47,274 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 47,274/35,865,148 (0.1%) +Types: str:47,274 +String length avg: 115.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.peacocktv.com/': 33 (0.1%) + 'https://www.visualdx.com/blackfriday/?utm_source=r...': 27 (0.1%) + 'https://apps.apple.com/us/app/summoners-war-chroni...': 26 (0.1%) + 'https://us.themoneytizer.com': 24 (0.1%) + 'https://play.google.com/store/apps/details?id=com....': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 47,274/35,865,148 (0.1%) +Types: NoneType:47,274 +Null/Empty: null:47,274 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 47,274/35,865,148 (0.1%) +Types: NoneType:47,274 +Null/Empty: null:47,274 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 47,274/35,865,148 (0.1%) +Types: bool:47,274 +Booleans: true:0 (0.0%), false:47,274 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 47,274/35,865,148 (0.1%) +Types: bool:47,274 +Booleans: true:0 (0.0%), false:47,274 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 47,274/35,865,148 (0.1%) +Types: str:47,274 +Null/Empty: empty_str:22,074 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/JQjFmlLkqoi2...': 26 (0.1%) + 'https://reddit-image.s3.amazonaws.com/nD3yXQsSLUFQ...': 26 (0.1%) + 'https://reddit-image.s3.amazonaws.com/02NIL5_lycqJ...': 12 (0.0%) + 'https://reddit-image.s3.amazonaws.com/kz6lnD6TRyFt...': 10 (0.0%) + 'https://reddit-image.s3.amazonaws.com/2trrB1_q6fLC...': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 47,274/35,865,148 (0.1%) +Types: NoneType:47,274 +Null/Empty: null:47,274 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 47,274/35,865,148 (0.1%) +Types: dict:47,274 +Null/Empty: empty_obj:47,274 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 47,274/35,865,148 (0.1%) +Types: NoneType:47,274 +Null/Empty: null:47,274 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 47,274/35,865,148 (0.1%) +Types: NoneType:47,262, str:12 +Null/Empty: null:47,262 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 12 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 47,274/35,865,148 (0.1%) +Types: bool:47,274 +Booleans: true:0 (0.0%), false:47,274 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 47,274/35,865,148 (0.1%) +Types: NoneType:47,274 +Null/Empty: null:47,274 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 47,274/35,865,148 (0.1%) +Types: NoneType:47,274 +Null/Empty: null:47,274 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 47,274/35,865,148 (0.1%) +Types: NoneType:47,274 +Null/Empty: null:47,274 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 47,274/35,865,148 (0.1%) +Types: bool:47,274 +Booleans: true:47,274 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 47,274/35,865,148 (0.1%) +Types: NoneType:47,274 +Null/Empty: null:47,274 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 47,274/35,865,148 (0.1%) +Types: list:47,274 +Null/Empty: empty_arr:47,274 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 47,274/35,865,148 (0.1%) +Types: NoneType:47,274 +Null/Empty: null:47,274 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 47,274/35,865,148 (0.1%) +Types: NoneType:47,274 +Null/Empty: null:47,274 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 37,579/35,865,148 (0.1%) +Types: str:37,579 +Null/Empty: empty_str:3 +String length avg: 8.9 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 13,533 (36.0%) + 'Shop Now': 6,438 (17.1%) + 'Sign Up': 4,534 (12.1%) + 'Download': 2,945 (7.8%) + 'View More': 1,890 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 10,604/35,865,148 (0.0%) +Types: list:10,604 + +──────────────────────────────────────────────────────────── +FIELD: live_audio Occurrence: 1,178/35,865,148 (0.0%) +Types: dict:1,178 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 128/35,865,148 (0.0%) +Types: float:128 +Numeric values: 128 total +Numeric range: min:1,669,651,140.0, max:1,672,538,400.0, avg:1670792026.9 +Numeric std dev: 786445.8 +Unique numbers tracked: 99 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 128/35,865,148 (0.0%) +Types: bool:128 +Booleans: true:0 (0.0%), false:128 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 128/35,865,148 (0.0%) +Types: float:128 +Numeric values: 128 total +Numeric range: min:1,669,532,400.0, max:1,672,524,000.0, avg:1670757253.4 +Numeric std dev: 793082.7 +Unique numbers tracked: 95 + +──────────────────────────────────────────────────────────── +FIELD: tournament_data Occurrence: 99/35,865,148 (0.0%) +Types: dict:99 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 16/35,865,148 (0.0%) +Types: str:16 +String length avg: 6.9 +Unique strings tracked: 2 +String values distribution: + '$399.99': 15 (93.8%) + '$0.50': 1 (6.2%) + +================================================================================ \ No newline at end of file diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2023.txt b/analysis/original_schema_analysis/submissions/analysis_report_2023.txt new file mode 100644 index 0000000000000000000000000000000000000000..efee23a2979afdc934e2f75c5722c92bafb2daab --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2023.txt @@ -0,0 +1,14957 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2023 +Analysis Started: 2026-01-15 09:20:03 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2023-01.jsonl +Analysis Time: 2026-01-15 10:36:59 +================================================================================ +Processed lines: 36,090,941 +Total unique fields: 137 +Max unique values tracked per field: 1,000 +Sample size: 36,090,941 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 36,090,941/36,090,941 (100.0%) +Types: list:36,090,941 +Null/Empty: empty_arr:35,861,893 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:36,090,941 +Booleans: true:1,619,085 (4.5%), false:34,471,856 (95.5%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:36,090,941 +Booleans: true:0 (0.0%), false:36,090,941 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 36,090,941/36,090,941 (100.0%) +Types: str:36,090,941 +String length avg: 11.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 256 (0.0%) + 'AutoModerator': 187 (0.0%) + 'EchoJobs': 26 (0.0%) + 'programmingbuddyclub': 9 (0.0%) + 'YourGenericRedditor': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 36,090,941/36,090,941 (100.0%) +Types: int:27,411,988, NoneType:8,678,953 +Null/Empty: null:8,678,953 +Numeric values: 27,411,988 total +Numeric range: min:1,120,363,200, max:1,675,209,515, avg:1606553447.4 +Numeric std dev: 80712366.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 36,090,941/36,090,941 (100.0%) +Types: NoneType:25,283,943, str:10,806,998 +Null/Empty: null:25,283,943, empty_str:9,175,316 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 3,670 (0.2%) + '#dadada': 1,302 (0.1%) + '#ea0027': 899 (0.1%) + '#d3d6da': 762 (0.0%) + '#ff66ac': 632 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 36,090,941/36,090,941 (100.0%) +Types: NoneType:34,973,151, str:1,117,790 +Null/Empty: null:34,973,151, empty_str:109,205 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 101 (0.0%) + 'green': 89 (0.0%) + 'team-harmony': 70 (0.0%) + 'verified': 47 (0.0%) + 'ver': 34 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 36,090,941/36,090,941 (100.0%) +Types: NoneType:34,059,638, str:2,031,303 +Null/Empty: null:34,059,638 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 21 (0.0%) + 'f1c6dad0-9bc7-11e1-83d5-12313b088941': 18 (0.0%) + '9811a942-f7ec-11e8-ba86-0e2871aefb54': 15 (0.0%) + '8480160a-8c3b-11e9-9825-0e2a9691d096': 12 (0.0%) + '42a2a1cc-16ad-11ec-bd64-c2025446f9e2': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 36,090,941/36,090,941 (100.0%) +Types: NoneType:33,581,194, str:2,509,747 +Null/Empty: null:33,581,194, empty_str:151,809 +String length avg: 17.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified': 25 (0.0%) + 'FC: <unknown> Trainer name: <unknown>': 17 (0.0%) + 'Official Bot': 16 (0.0%) + '16': 15 (0.0%) + 'freenatasha.com': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 36,090,941/36,090,941 (100.0%) +Types: NoneType:24,883,790, str:11,207,151 +Null/Empty: null:24,883,790, empty_str:26,985 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 10,552,690 (94.4%) + 'light': 627,476 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 36,090,941/36,090,941 (100.0%) +Types: list:36,090,941 +Null/Empty: empty_arr:36,090,941 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 36,090,941/36,090,941 (100.0%) +Types: NoneType:36,090,941 +Null/Empty: null:36,090,941 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:36,090,941 +Booleans: true:27,412,052 (76.0%), false:8,678,889 (24.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:36,090,941 +Booleans: true:0 (0.0%), false:36,090,941 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 36,090,941/36,090,941 (100.0%) +Types: NoneType:36,080,086, str:10,855 +Null/Empty: null:36,080,086, empty_str:10,329 +String length avg: 12.6 +Unique strings tracked: 12 +Top 5 string values: + 'drawing_and_painting': 182 (34.6%) + 'gaming': 107 (20.3%) + 'photography': 87 (16.5%) + 'animals': 82 (15.6%) + 'entertainment': 42 (8.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 36,090,941/36,090,941 (100.0%) +Types: NoneType:35,881,882, list:209,059 +Null/Empty: null:35,881,882 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:36,090,941 +Booleans: true:45,464 (0.1%), false:36,045,477 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 36,090,941/36,090,941 (100.0%) +Types: int:36,090,941 +Numeric values: 36,090,941 total +Numeric range: min:1,672,531,200, max:1,675,209,597, avg:1673889235.8 +Numeric std dev: 772703.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 36,090,941/36,090,941 (100.0%) +Types: NoneType:35,573,042, str:517,899 +Null/Empty: null:35,573,042 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 517,899 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 36,090,941/36,090,941 (100.0%) +Types: NoneType:36,044,088, str:46,853 +Null/Empty: null:36,044,088 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 46,811 (99.9%) + 'admin': 42 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 36,090,941/36,090,941 (100.0%) +Types: str:36,090,941 +Null/Empty: empty_str:8,113,215 +String length avg: 12.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 546 (0.0%) + 'i.imgur.com': 190 (0.0%) + 'reddit.com': 149 (0.0%) + 'redgifs.com': 92 (0.0%) + 'v.redd.it': 65 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:35,392,074, float:698,867 +Booleans: true:0 (0.0%), false:35,392,074 (100.0%) +Numeric values: 698,867 total +Numeric range: min:1,672,531,425.0, max:1,676,250,481.0, avg:1673937604.9 +Numeric std dev: 802179.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 36,090,941/36,090,941 (100.0%) +Types: int:36,090,941 +Numeric values: 36,090,941 total +Numeric range: min:0, max:37, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 17 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 36,090,941/36,090,941 (100.0%) +Types: dict:36,090,941 +Null/Empty: empty_obj:36,042,333 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:36,090,941 +Booleans: true:0 (0.0%), false:36,090,941 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:36,090,941 +Booleans: true:19,091 (0.1%), false:36,071,850 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 36,090,941/36,090,941 (100.0%) +Types: str:36,090,941 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '10073tm': 1 (0.0%) + '10073to': 1 (0.0%) + '10073tp': 1 (0.0%) + '10073tr': 1 (0.0%) + '10073ts': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:36,090,941 +Booleans: true:53,442 (0.1%), false:36,037,499 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:36,090,941 +Booleans: true:20,887,065 (57.9%), false:15,203,876 (42.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:36,090,941 +Booleans: true:61 (0.0%), false:36,090,880 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:36,090,941 +Booleans: true:556,640 (1.5%), false:35,534,301 (98.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:36,090,941 +Booleans: true:11,023,826 (30.5%), false:25,067,115 (69.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:36,090,941 +Booleans: true:20,962,234 (58.1%), false:15,128,707 (41.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:36,090,941 +Booleans: true:12,846,322 (35.6%), false:23,244,619 (64.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:36,090,941 +Booleans: true:1,013,666 (2.8%), false:35,077,275 (97.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 36,090,941/36,090,941 (100.0%) +Types: str:35,742,564, NoneType:348,377 +Null/Empty: null:348,377, empty_str:24,824,111 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 542 (0.0%) + '#ea0027': 375 (0.0%) + '#0079d3': 357 (0.0%) + '#ff66ac': 330 (0.0%) + '#ffd635': 265 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 36,090,941/36,090,941 (100.0%) +Types: NoneType:23,357,019, str:12,733,922 +Null/Empty: null:23,357,019, empty_str:8,212,443 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 135 (0.0%) + 'question': 104 (0.0%) + 'other': 54 (0.0%) + 'blue': 51 (0.0%) + 'red': 47 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 36,090,941/36,090,941 (100.0%) +Types: list:36,090,941 +Null/Empty: empty_arr:29,983,515 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 36,090,941/36,090,941 (100.0%) +Types: NoneType:22,486,524, str:13,604,417 +Null/Empty: null:22,486,524, empty_str:757 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 69 (0.0%) + 'Question': 58 (0.0%) + 'Other': 25 (0.0%) + 'Meme': 16 (0.0%) + '[F4M]': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 36,090,941/36,090,941 (100.0%) +Types: str:35,824,043, NoneType:266,898 +Null/Empty: null:266,898 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 30,069,874 (83.9%) + 'light': 5,754,169 (16.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 36,090,941/36,090,941 (100.0%) +Types: str:36,090,941 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 29,983,515 (83.1%) + 'richtext': 6,107,426 (16.9%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:36,090,941 +Booleans: true:1,607,413 (4.5%), false:34,483,528 (95.5%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 36,090,941/36,090,941 (100.0%) +Types: NoneType:31,907,878, dict:4,183,063 +Null/Empty: null:31,907,878 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 36,090,941/36,090,941 (100.0%) +Types: dict:36,090,941 +Null/Empty: empty_obj:32,918,365 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:36,090,941 +Booleans: true:377 (0.0%), false:36,090,564 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 36,090,941/36,090,941 (100.0%) +Types: str:36,090,941 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_10073tm': 1 (0.0%) + 't3_10073to': 1 (0.0%) + 't3_10073tp': 1 (0.0%) + 't3_10073tr': 1 (0.0%) + 't3_10073ts': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:36,090,941 +Booleans: true:17,146,629 (47.5%), false:18,944,312 (52.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 36,090,941/36,090,941 (100.0%) +Types: int:36,090,941 +Numeric values: 36,090,941 total +Numeric range: min:0, max:100,001, avg:6.6 +Numeric std dev: 96.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 36,090,941/36,090,941 (100.0%) +Types: int:36,090,941 +Numeric values: 36,090,941 total +Numeric range: min:0, max:1,279, avg:0.0 +Numeric std dev: 0.7 +Unique numbers tracked: 173 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:36,090,941 +Booleans: true:15,920,689 (44.1%), false:20,170,252 (55.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 36,090,941/36,090,941 (100.0%) +Types: str:24,304,271, NoneType:11,786,670 +Null/Empty: null:11,786,670 +String length avg: 6.6 +Unique strings tracked: 6 +String values distribution: + 'no_ads': 11,895,855 (48.9%) + 'all_ads': 11,116,381 (45.7%) + 'some_ads': 1,291,863 (5.3%) + 'house_only': 135 (0.0%) + 'promo_adult_nsfw': 31 (0.0%) + 'promo_all': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 36,090,941/36,090,941 (100.0%) +Types: str:36,090,941 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/u_Miserable_Ad_6497/comments/10073tm/so_what_wi...': 1 (0.0%) + '/r/nba/comments/10073to/game_thread_detroit_piston...': 1 (0.0%) + '/r/nba/comments/10073tp/game_thread_philadelphia_7...': 1 (0.0%) + '/r/nba/comments/10073tr/game_thread_new_orleans_pe...': 1 (0.0%) + '/r/every15min/comments/10073ts/currently_its_decem...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:36,090,941 +Booleans: true:0 (0.0%), false:36,090,941 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 36,090,941/36,090,941 (100.0%) +Types: int:24,304,271, NoneType:11,786,670 +Null/Empty: null:11,786,670 +Numeric values: 24,304,271 total +Numeric range: min:0, max:7, avg:3.1 +Numeric std dev: 3.1 +Unique numbers tracked: 6 +Numeric values distribution: + 0: 11,895,855 (48.9%) + 6: 11,116,381 (45.7%) + 7: 1,291,863 (5.3%) + 1: 135 (0.0%) + 3: 31 (0.0%) + 5: 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:36,090,941 +Booleans: true:3,453 (0.0%), false:36,087,488 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 36,090,941/36,090,941 (100.0%) +Types: NoneType:36,090,941 +Null/Empty: null:36,090,941 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 36,090,941/36,090,941 (100.0%) +Types: NoneType:20,939,457, str:15,151,484 +Null/Empty: null:20,939,457 +String length avg: 7.5 +Unique strings tracked: 9 +String values distribution: + 'deleted': 8,109,028 (53.5%) + 'moderator': 4,022,798 (26.6%) + 'reddit': 2,805,308 (18.5%) + 'automod_filtered': 149,996 (1.0%) + 'copyright_takedown': 27,153 (0.2%) + 'author': 18,870 (0.1%) + 'content_takedown': 18,224 (0.1%) + 'community_ops': 94 (0.0%) + 'anti_evil_ops': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 36,090,941/36,090,941 (100.0%) +Types: int:36,090,941 +Numeric values: 36,090,941 total +Numeric range: min:1,673,167,148, max:1,676,284,496, avg:1676184614.4 +Numeric std dev: 399336.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 36,090,941/36,090,941 (100.0%) +Types: int:36,090,941 +Numeric values: 36,090,941 total +Numeric range: min:0, max:202,227, avg:47.4 +Numeric std dev: 667.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 36,090,941/36,090,941 (100.0%) +Types: NoneType:31,907,878, dict:4,183,063 +Null/Empty: null:31,907,878 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 36,090,941/36,090,941 (100.0%) +Types: dict:36,090,941 +Null/Empty: empty_obj:32,918,365 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 36,090,941/36,090,941 (100.0%) +Types: str:36,090,941 +Null/Empty: empty_str:20,058,999 +String length avg: 252.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 521 (0.0%) + '[removed]': 468 (0.0%) + 'If you’re new to the community, introduce yourself...': 8 (0.0%) + 'Use this thread to ask anything at all!': 5 (0.0%) + 'A hormone called HUMAN CHORIONIC GONADOTROPIN. For...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:36,090,941 +Booleans: true:31,708,860 (87.9%), false:4,382,081 (12.1%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:36,090,941 +Booleans: true:500,566 (1.4%), false:35,590,375 (98.6%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 36,090,941/36,090,941 (100.0%) +Types: bool:36,090,941 +Booleans: true:108,623 (0.3%), false:35,982,318 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 36,090,941/36,090,941 (100.0%) +Types: str:36,090,941 +String length avg: 11.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'N_E_W_S': 23 (0.0%) + 'teenagers': 8 (0.0%) + 'AskReddit': 8 (0.0%) + 'gaysnapchatxx': 5 (0.0%) + 'CasualUK': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 36,090,941/36,090,941 (100.0%) +Types: str:36,090,941 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6ud7x9': 23 (0.0%) + 't5_2rjli': 8 (0.0%) + 't5_2qh1i': 8 (0.0%) + 't5_7mf1xx': 5 (0.0%) + 't5_3j2jr': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 36,090,941/36,090,941 (100.0%) +Types: str:36,090,941 +String length avg: 13.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/N_E_W_S': 23 (0.0%) + 'r/teenagers': 8 (0.0%) + 'r/AskReddit': 8 (0.0%) + 'r/gaysnapchatxx': 5 (0.0%) + 'r/CasualUK': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 36,090,941/36,090,941 (100.0%) +Types: int:36,090,941 +Numeric values: 36,090,941 total +Numeric range: min:-665, max:47,434,507, avg:1061694.5 +Numeric std dev: 4690807.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 36,090,941/36,090,941 (100.0%) +Types: str:36,090,941 +String length avg: 6.1 +Unique strings tracked: 3 +String values distribution: + 'public': 32,656,304 (90.5%) + 'user': 1,869,595 (5.2%) + 'restricted': 1,565,042 (4.3%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 36,090,941/36,090,941 (100.0%) +Types: NoneType:28,514,508, str:7,576,433 +Null/Empty: null:28,514,508 +String length avg: 4.4 +Unique strings tracked: 8 +String values distribution: + 'new': 2,343,821 (30.9%) + 'qa': 1,893,942 (25.0%) + 'confidence': 1,793,209 (23.7%) + 'top': 1,031,433 (13.6%) + 'old': 483,325 (6.4%) + 'live': 15,813 (0.2%) + 'controversial': 12,743 (0.2%) + 'random': 2,147 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 36,090,941/36,090,941 (100.0%) +Types: str:36,090,941 +Null/Empty: empty_str:2,538 +String length avg: 19.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,891 (0.0%) + 'self': 1,047 (0.0%) + 'nsfw': 928 (0.0%) + 'spoiler': 23 (0.0%) + 'image': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 36,090,941/36,090,941 (100.0%) +Types: str:36,090,941 +String length avg: 52.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'New Members Intro': 9 (0.0%) + 'sofiathebaddie twitter video': 5 (0.0%) + 'Ask Anything Thread': 4 (0.0%) + 'Complétez votre inscription maintenant!': 3 (0.0%) + 'I seriously need a man to make my titties happy 😍': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 36,090,941/36,090,941 (100.0%) +Types: NoneType:36,090,725, str:216 +Null/Empty: null:36,090,725 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 216 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 36,090,941/36,090,941 (100.0%) +Types: int:36,090,941 +Numeric values: 36,090,941 total +Numeric range: min:0, max:455, avg:0.0 +Numeric std dev: 0.2 +Unique numbers tracked: 91 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 36,090,941/36,090,941 (100.0%) +Types: list:36,090,941 +Null/Empty: empty_arr:36,090,858 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 36,090,941/36,090,941 (100.0%) +Types: float:36,090,941 +Numeric values: 36,090,941 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 36,090,941/36,090,941 (100.0%) +Types: str:36,090,941 +Null/Empty: empty_str:8,113,342 +String length avg: 62.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/0WxiyxV.jpg': 4 (0.0%) + 'https://tundrafile.com/show.php?l=0&u=593121&a...': 3 (0.0%) + 'https://i.imgur.com/QWb82sr.jpg': 3 (0.0%) + 'https://evereferral.com/': 3 (0.0%) + 'https://youtu.be/Skzk99jqsZ4': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 36,090,941/36,090,941 (100.0%) +Types: NoneType:36,090,941 +Null/Empty: null:36,090,941 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 36,090,941/36,090,941 (100.0%) +Types: str:24,304,194, NoneType:11,786,747 +Null/Empty: null:11,786,747 +String length avg: 6.7 +Unique strings tracked: 6 +String values distribution: + 'no_ads': 11,895,778 (48.9%) + 'all_ads': 10,926,274 (45.0%) + 'some_ads': 1,223,374 (5.0%) + 'promo_adult_nsfw': 258,627 (1.1%) + 'house_only': 135 (0.0%) + 'promo_all': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 36,090,941/36,090,941 (100.0%) +Types: int:24,304,194, NoneType:11,786,747 +Null/Empty: null:11,786,747 +Numeric values: 24,304,194 total +Numeric range: min:0, max:7, avg:3.1 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 0: 11,895,778 (48.9%) + 6: 10,926,274 (45.0%) + 7: 1,223,374 (5.0%) + 3: 258,627 (1.1%) + 1: 135 (0.0%) + 5: 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 36,088,403/36,090,941 (100.0%) +Types: int:22,688,865, NoneType:13,399,538 +Null/Empty: null:13,399,538 +Numeric values: 22,688,865 total +Numeric range: min:0, max:140, avg:122.3 +Numeric std dev: 26.3 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 36,088,403/36,090,941 (100.0%) +Types: int:22,688,865, NoneType:13,399,538 +Null/Empty: null:13,399,538 +Numeric values: 22,688,865 total +Numeric range: min:0, max:140, avg:139.9 +Numeric std dev: 3.2 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 27,414,237/36,090,941 (76.0%) +Types: list:27,414,237 +Null/Empty: empty_arr:26,070,864 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 27,414,237/36,090,941 (76.0%) +Types: str:27,414,237 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 26,070,864 (95.1%) + 'richtext': 1,343,373 (4.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 27,414,237/36,090,941 (76.0%) +Types: str:27,414,237 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 187 (0.0%) + 't2_ox6r7kz9': 26 (0.0%) + 't2_13q7ls': 9 (0.0%) + 't2_duadr54e': 7 (0.0%) + 't2_9fquhjii': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 27,414,237/36,090,941 (76.0%) +Types: bool:27,414,237 +Booleans: true:0 (0.0%), false:27,414,237 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 27,414,237/36,090,941 (76.0%) +Types: bool:27,414,237 +Booleans: true:1,132,607 (4.1%), false:26,281,630 (95.9%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 23,244,451/36,090,941 (64.4%) +Types: str:23,244,451 +Null/Empty: empty_str:4,898,401 +String length avg: 47.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/5axwKJt.jpg': 15 (0.0%) + 'https://i.imgur.com/QWb82sr.jpg': 7 (0.0%) + 'https://i.imgur.com/0WxiyxV.jpg': 6 (0.0%) + 'https://tundrafile.com/show.php?l=0&u=593121&a...': 4 (0.0%) + 'https://youtu.be/z5pl49qVITY': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 12,643,753/36,090,941 (35.0%) +Types: str:12,643,753 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'd897238a-545a-11eb-8db1-0e23163a9deb': 9 (0.0%) + '08702a52-91bd-11ec-9117-766de63c4e76': 6 (0.0%) + '855d88d0-845f-11e3-8645-12313d18400c': 5 (0.0%) + '1b713a20-845f-11e3-a1ce-12313d224170': 5 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 12,539,250/36,090,941 (34.7%) +Types: str:12,539,250 +String length avg: 5.8 +Unique strings tracked: 7 +String values distribution: + 'image': 7,281,765 (58.1%) + 'link': 2,279,737 (18.2%) + 'rich:video': 1,621,372 (12.9%) + 'hosted:video': 680,603 (5.4%) + 'self': 674,823 (5.4%) + 'video': 933 (0.0%) + 'gallery': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 12,539,250/36,090,941 (34.7%) +Types: dict:12,539,250 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 2,850,536/36,090,941 (7.9%) +Types: dict:1,703,421, NoneType:1,147,115 +Null/Empty: null:1,147,115 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 2,437,019/36,090,941 (6.8%) +Types: dict:1,412,386, NoneType:1,024,633 +Null/Empty: null:1,024,633 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 2,437,019/36,090,941 (6.8%) +Types: bool:2,437,019 +Booleans: true:2,437,019 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,670,094/36,090,941 (4.6%) +Types: str:1,670,094 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_100796s': 33 (0.0%) + 't3_1007515': 17 (0.0%) + 't3_1007crl': 11 (0.0%) + 't3_zzrau6': 10 (0.0%) + 't3_10073r4': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,670,094/36,090,941 (4.6%) +Types: list:1,670,094 +Null/Empty: empty_arr:59,641 + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 143,926/36,090,941 (0.4%) +Types: dict:104,759, NoneType:39,167 +Null/Empty: null:39,167 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 70,932/36,090,941 (0.2%) +Types: bool:70,932 +Booleans: true:70,932 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 53,442/36,090,941 (0.1%) +Types: NoneType:53,442 +Null/Empty: null:53,442 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 53,442/36,090,941 (0.1%) +Types: NoneType:50,990, str:2,452 +Null/Empty: null:50,990 +String length avg: 48.9 +Unique strings tracked: 709 +Top 5 string values: + 'Gods Revel, Lands Tremble - Patch 6.3 Out Now': 52 (2.1%) + '【Benefit from a Wide Choice of Trading Instruments...': 42 (1.7%) + 'Adventure your way!': 37 (1.5%) + 'FORSPOKEN - ab sofort für PlayStation 5': 34 (1.4%) + '*Register by 5am AEDT 2 February 2023. T&Cs ap...': 29 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 53,442/36,090,941 (0.1%) +Types: NoneType:53,442 +Null/Empty: null:53,442 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 53,442/36,090,941 (0.1%) +Types: NoneType:53,442 +Null/Empty: null:53,442 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 53,442/36,090,941 (0.1%) +Types: NoneType:53,442 +Null/Empty: null:53,442 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 53,442/36,090,941 (0.1%) +Types: str:53,103, NoneType:339 +Null/Empty: null:339 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_jyoztx11': 374 (0.7%) + 't2_jyms1ejh': 354 (0.7%) + 't2_tnk0sxl7': 301 (0.6%) + 't2_tnjwypik': 300 (0.6%) + 't2_4kfv0g6z': 95 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 53,442/36,090,941 (0.1%) +Types: str:41,720, NoneType:11,722 +Null/Empty: null:11,722, empty_str:27 +String length avg: 18.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Optimum.com': 72 (0.2%) + 'apps.apple.com': 69 (0.2%) + 'nexo.io': 60 (0.1%) + 'QuickBooks.com': 48 (0.1%) + 'play.google.com': 43 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 53,442/36,090,941 (0.1%) +Types: NoneType:53,396, str:46 +Null/Empty: null:53,396 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 46 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 53,442/36,090,941 (0.1%) +Types: NoneType:53,396, str:46 +Null/Empty: null:53,396 +String length avg: 35.4 +Unique strings tracked: 3 +String values distribution: + 'https://www.colovore.com/data-center/': 25 (54.3%) + 'https://gretel.ai/synthesize2023': 18 (39.1%) + 'https://www.youtube.com/watch?v=jfKfPfyJRdk': 3 (6.5%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 53,442/36,090,941 (0.1%) +Types: list:53,442 +Null/Empty: empty_arr:53,442 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 53,442/36,090,941 (0.1%) +Types: list:53,442 +Null/Empty: empty_arr:53,442 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 53,442/36,090,941 (0.1%) +Types: str:53,442 +String length avg: 108.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.liquid-iv.com/products/limited-hydrati...': 26 (0.0%) + 'https://asana.com/campaign/nux/think?utm_source=Re...': 21 (0.0%) + 'https://jimmyjoy.com/products/plenny-shake/?utm_me...': 19 (0.0%) + 'https://apps.apple.com/us/app/queryable/id16615983...': 11 (0.0%) + 'https://apps.apple.com/us/app/truebill-budget-bill...': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 53,442/36,090,941 (0.1%) +Types: NoneType:53,442 +Null/Empty: null:53,442 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 53,442/36,090,941 (0.1%) +Types: NoneType:53,442 +Null/Empty: null:53,442 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 53,442/36,090,941 (0.1%) +Types: bool:53,442 +Booleans: true:0 (0.0%), false:53,442 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 53,442/36,090,941 (0.1%) +Types: bool:53,442 +Booleans: true:0 (0.0%), false:53,442 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 53,442/36,090,941 (0.1%) +Types: str:53,442 +Null/Empty: empty_str:26,348 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/lpolQgtzLDAb...': 140 (0.5%) + 'https://reddit-image.s3.amazonaws.com/vXMHl6Spwpqu...': 24 (0.1%) + 'https://reddit-image.s3.amazonaws.com/r0PvQ2UFhSi_...': 21 (0.1%) + 'https://reddit-image.s3.amazonaws.com/YxpJPN2tHQ9P...': 20 (0.1%) + 'https://reddit-image.s3.amazonaws.com/cU-8lDlBcKke...': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 53,442/36,090,941 (0.1%) +Types: NoneType:53,442 +Null/Empty: null:53,442 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 53,442/36,090,941 (0.1%) +Types: dict:53,442 +Null/Empty: empty_obj:53,442 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 53,442/36,090,941 (0.1%) +Types: NoneType:53,442 +Null/Empty: null:53,442 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 53,442/36,090,941 (0.1%) +Types: NoneType:53,432, str:10 +Null/Empty: null:53,432 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 10 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 53,442/36,090,941 (0.1%) +Types: bool:53,442 +Booleans: true:0 (0.0%), false:53,442 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 53,442/36,090,941 (0.1%) +Types: NoneType:53,442 +Null/Empty: null:53,442 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 53,442/36,090,941 (0.1%) +Types: NoneType:53,442 +Null/Empty: null:53,442 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 53,442/36,090,941 (0.1%) +Types: NoneType:53,442 +Null/Empty: null:53,442 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 53,442/36,090,941 (0.1%) +Types: bool:53,442 +Booleans: true:53,442 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 53,442/36,090,941 (0.1%) +Types: NoneType:53,442 +Null/Empty: null:53,442 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 53,442/36,090,941 (0.1%) +Types: list:53,442 +Null/Empty: empty_arr:53,442 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 53,442/36,090,941 (0.1%) +Types: NoneType:53,442 +Null/Empty: null:53,442 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 53,442/36,090,941 (0.1%) +Types: NoneType:53,442 +Null/Empty: null:53,442 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 40,135/36,090,941 (0.1%) +Types: str:40,135 +Null/Empty: empty_str:2 +String length avg: 9.0 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 15,093 (37.6%) + 'Shop Now': 6,004 (15.0%) + 'Sign Up': 5,363 (13.4%) + 'Download': 2,526 (6.3%) + 'View More': 1,859 (4.6%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 11,626/36,090,941 (0.0%) +Types: list:11,626 + +──────────────────────────────────────────────────────────── +FIELD: live_audio Occurrence: 1,006/36,090,941 (0.0%) +Types: dict:1,006 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 281/36,090,941 (0.0%) +Types: str:281 +String length avg: 6.1 +Unique strings tracked: 157 +Top 5 string values: + '$30.00': 13 (4.6%) + '$10.00': 9 (3.2%) + '$25.00': 7 (2.5%) + '$20.00': 7 (2.5%) + '$19.99': 6 (2.1%) + +──────────────────────────────────────────────────────────── +FIELD: tournament_data Occurrence: 80/36,090,941 (0.0%) +Types: dict:80 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 47/36,090,941 (0.0%) +Types: float:47 +Numeric values: 47 total +Numeric range: min:1,672,819,200.0, max:1,675,638,000.0, avg:1674379274.0 +Numeric std dev: 716862.9 +Unique numbers tracked: 38 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 47/36,090,941 (0.0%) +Types: bool:47 +Booleans: true:0 (0.0%), false:47 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 47/36,090,941 (0.0%) +Types: float:47 +Numeric values: 47 total +Numeric range: min:1,672,678,800.0, max:1,675,623,600.0, avg:1674364031.5 +Numeric std dev: 721910.7 +Unique numbers tracked: 38 + +================================================================================ + +================================================================================ +FILE: RS_2023-02.jsonl +Analysis Time: 2026-01-15 11:47:43 +================================================================================ +Processed lines: 33,928,903 +Total unique fields: 137 +Max unique values tracked per field: 1,000 +Sample size: 33,928,903 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 33,928,903/33,928,903 (100.0%) +Types: list:33,928,903 +Null/Empty: empty_arr:33,749,938 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,928,903 +Booleans: true:1,463,985 (4.3%), false:32,464,918 (95.7%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,928,903 +Booleans: true:0 (0.0%), false:33,928,903 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 33,928,903/33,928,903 (100.0%) +Types: str:33,928,903 +String length avg: 11.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 273 (0.0%) + 'AutoModerator': 174 (0.0%) + 'EchoJobs': 21 (0.0%) + 'allChickensFearRice': 14 (0.0%) + 'Great_Fold_6463': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 33,928,903/33,928,903 (100.0%) +Types: int:22,009,509, NoneType:11,919,394 +Null/Empty: null:11,919,394 +Numeric values: 22,009,509 total +Numeric range: min:1,120,363,200, max:1,675,278,616, avg:1599137033.1 +Numeric std dev: 82882498.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 33,928,903/33,928,903 (100.0%) +Types: NoneType:24,037,105, str:9,891,798 +Null/Empty: null:24,037,105, empty_str:8,360,263 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 3,023 (0.2%) + '#dadada': 1,353 (0.1%) + '#ff66ac': 1,106 (0.1%) + '#ea0027': 700 (0.0%) + '#edeff1': 570 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 33,928,903/33,928,903 (100.0%) +Types: NoneType:32,846,064, str:1,082,839 +Null/Empty: null:32,846,064, empty_str:115,576 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 93 (0.0%) + '10': 74 (0.0%) + 'green': 69 (0.0%) + 'verified': 50 (0.0%) + 'VERIFIED': 47 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 33,928,903/33,928,903 (100.0%) +Types: NoneType:32,044,450, str:1,884,453 +Null/Empty: null:32,044,450 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'a8ad979e-7c07-11e9-b588-0e55aa3940a6': 15 (0.0%) + '08814690-91f1-11ed-9a7a-62d2d0d47e01': 15 (0.0%) + 'f6b50a62-fe86-11ec-8e4f-06098848fbf2': 13 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 11 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 33,928,903/33,928,903 (100.0%) +Types: NoneType:31,558,649, str:2,370,254 +Null/Empty: null:31,558,649, empty_str:163,557 +String length avg: 17.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified': 33 (0.0%) + 'unverified': 18 (0.0%) + 'UNVERIFIED': 15 (0.0%) + 'Unverified': 13 (0.0%) + ' ': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 33,928,903/33,928,903 (100.0%) +Types: NoneType:23,683,197, str:10,245,706 +Null/Empty: null:23,683,197, empty_str:28,436 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 9,628,348 (94.2%) + 'light': 588,922 (5.8%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 33,928,903/33,928,903 (100.0%) +Types: list:33,928,903 +Null/Empty: empty_arr:33,928,903 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 33,928,903/33,928,903 (100.0%) +Types: NoneType:33,928,903 +Null/Empty: null:33,928,903 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,928,903 +Booleans: true:26,071,241 (76.8%), false:7,857,662 (23.2%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,928,903 +Booleans: true:0 (0.0%), false:33,928,903 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 33,928,903/33,928,903 (100.0%) +Types: NoneType:33,924,820, str:4,083 +Null/Empty: null:33,924,820, empty_str:3,729 +String length avg: 13.7 +Unique strings tracked: 11 +Top 5 string values: + 'drawing_and_painting': 157 (44.4%) + 'animals': 76 (21.5%) + 'photography': 34 (9.6%) + 'gaming': 31 (8.8%) + 'entertainment': 26 (7.3%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 33,928,903/33,928,903 (100.0%) +Types: NoneType:33,746,034, list:182,869 +Null/Empty: null:33,746,034 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,928,903 +Booleans: true:32,682 (0.1%), false:33,896,221 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 33,928,903/33,928,903 (100.0%) +Types: int:33,928,903 +Numeric values: 33,928,903 total +Numeric range: min:1,675,209,600, max:1,677,628,799, avg:1676440249.5 +Numeric std dev: 702535.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 33,928,903/33,928,903 (100.0%) +Types: NoneType:33,397,250, str:531,653 +Null/Empty: null:33,397,250 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 531,653 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 33,928,903/33,928,903 (100.0%) +Types: NoneType:33,884,924, str:43,979 +Null/Empty: null:33,884,924 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 43,897 (99.8%) + 'admin': 82 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 33,928,903/33,928,903 (100.0%) +Types: str:33,928,903 +Null/Empty: empty_str:7,411,637 +String length avg: 12.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 453 (0.0%) + 'i.imgur.com': 231 (0.0%) + 'reddit.com': 109 (0.0%) + 'redgifs.com': 107 (0.0%) + 'youtube.com': 51 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,314,302, float:614,601 +Booleans: true:0 (0.0%), false:33,314,302 (100.0%) +Numeric values: 614,601 total +Numeric range: min:1,675,209,853.0, max:1,678,372,287.0, avg:1676491766.7 +Numeric std dev: 726220.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 33,928,903/33,928,903 (100.0%) +Types: int:33,928,903 +Numeric values: 33,928,903 total +Numeric range: min:0, max:29, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 14 +Top 5 numeric values: + 0: 33,908,231 (99.9%) + 1: 19,445 (0.1%) + 2: 945 (0.0%) + 3: 160 (0.0%) + 4: 61 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 33,928,903/33,928,903 (100.0%) +Types: dict:33,928,903 +Null/Empty: empty_obj:33,897,411 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,928,903 +Booleans: true:0 (0.0%), false:33,928,903 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,928,903 +Booleans: true:31,276 (0.1%), false:33,897,627 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 33,928,903/33,928,903 (100.0%) +Types: str:33,928,903 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '10qeq03': 1 (0.0%) + '10qeq05': 1 (0.0%) + '10qeq06': 1 (0.0%) + '10qeq07': 1 (0.0%) + '10qeq08': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,928,903 +Booleans: true:84,132 (0.2%), false:33,844,771 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,928,903 +Booleans: true:19,615,328 (57.8%), false:14,313,575 (42.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,928,903 +Booleans: true:69 (0.0%), false:33,928,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,928,903 +Booleans: true:519,955 (1.5%), false:33,408,948 (98.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,928,903 +Booleans: true:10,232,080 (30.2%), false:23,696,823 (69.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,928,903 +Booleans: true:19,718,685 (58.1%), false:14,210,218 (41.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,928,903 +Booleans: true:11,483,151 (33.8%), false:22,445,752 (66.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,928,903 +Booleans: true:924,745 (2.7%), false:33,004,158 (97.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 33,928,903/33,928,903 (100.0%) +Types: str:33,631,889, NoneType:297,014 +Null/Empty: null:297,014, empty_str:23,413,842 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 664 (0.0%) + '#ff66ac': 475 (0.0%) + '#ea0027': 406 (0.0%) + '#0079d3': 393 (0.0%) + '#ffd635': 320 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 33,928,903/33,928,903 (100.0%) +Types: NoneType:22,311,465, str:11,617,438 +Null/Empty: null:22,311,465, empty_str:7,763,333 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'question': 119 (0.0%) + 'discussion': 115 (0.0%) + 'male': 81 (0.0%) + 'blue': 61 (0.0%) + 'm4': 59 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 33,928,903/33,928,903 (100.0%) +Types: list:33,928,903 +Null/Empty: empty_arr:28,284,248 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 33,928,903/33,928,903 (100.0%) +Types: NoneType:21,445,826, str:12,483,077 +Null/Empty: null:21,445,826, empty_str:320 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 59 (0.0%) + 'Question': 57 (0.0%) + 'M4F': 24 (0.0%) + 'Female': 19 (0.0%) + 'MALE': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 33,928,903/33,928,903 (100.0%) +Types: str:33,704,779, NoneType:224,124 +Null/Empty: null:224,124 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 28,368,122 (84.2%) + 'light': 5,336,657 (15.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 33,928,903/33,928,903 (100.0%) +Types: str:33,928,903 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 28,284,248 (83.4%) + 'richtext': 5,644,655 (16.6%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,928,903 +Booleans: true:1,363,005 (4.0%), false:32,565,898 (96.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 33,928,903/33,928,903 (100.0%) +Types: NoneType:30,189,124, dict:3,739,779 +Null/Empty: null:30,189,124 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 33,928,903/33,928,903 (100.0%) +Types: dict:33,928,903 +Null/Empty: empty_obj:31,111,427 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,928,903 +Booleans: true:560 (0.0%), false:33,928,343 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 33,928,903/33,928,903 (100.0%) +Types: str:33,928,903 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_10qeq03': 1 (0.0%) + 't3_10qeq05': 1 (0.0%) + 't3_10qeq06': 1 (0.0%) + 't3_10qeq07': 1 (0.0%) + 't3_10qeq08': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,928,903 +Booleans: true:16,533,687 (48.7%), false:17,395,216 (51.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 33,928,903/33,928,903 (100.0%) +Types: int:33,928,903 +Numeric values: 33,928,903 total +Numeric range: min:0, max:100,001, avg:6.1 +Numeric std dev: 78.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 33,928,903/33,928,903 (100.0%) +Types: int:33,928,903 +Numeric values: 33,928,903 total +Numeric range: min:0, max:911, avg:0.0 +Numeric std dev: 0.7 +Unique numbers tracked: 209 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,928,903 +Booleans: true:15,827,704 (46.6%), false:18,101,199 (53.4%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 33,928,903/33,928,903 (100.0%) +Types: str:22,108,968, NoneType:11,819,935 +Null/Empty: null:11,819,935 +String length avg: 6.6 +Unique strings tracked: 6 +String values distribution: + 'no_ads': 10,994,745 (49.7%) + 'all_ads': 10,007,257 (45.3%) + 'some_ads': 1,106,811 (5.0%) + 'house_only': 127 (0.0%) + 'promo_adult_nsfw': 22 (0.0%) + 'promo_all': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 33,928,903/33,928,903 (100.0%) +Types: str:33,928,903 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/dirtypenpals/comments/10qeq03/m4f_the_town_wher...': 1 (0.0%) + '/r/nba/comments/10qeq05/game_thread_charlotte_horn...': 1 (0.0%) + '/r/nba/comments/10qeq06/game_thread_los_angeles_cl...': 1 (0.0%) + '/r/rapefantasies/comments/10qeq07/f18_give_me_some...': 1 (0.0%) + '/r/Mersh/comments/10qeq08/was_anybody_else_worried...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,928,903 +Booleans: true:0 (0.0%), false:33,928,903 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 33,928,903/33,928,903 (100.0%) +Types: int:22,108,968, NoneType:11,819,935 +Null/Empty: null:11,819,935 +Numeric values: 22,108,968 total +Numeric range: min:0, max:7, avg:3.1 +Numeric std dev: 3.1 +Unique numbers tracked: 6 +Numeric values distribution: + 0: 10,994,745 (49.7%) + 6: 10,007,257 (45.3%) + 7: 1,106,811 (5.0%) + 1: 127 (0.0%) + 3: 22 (0.0%) + 5: 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,928,903 +Booleans: true:2,783 (0.0%), false:33,926,120 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 33,928,903/33,928,903 (100.0%) +Types: NoneType:33,928,903 +Null/Empty: null:33,928,903 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 33,928,903/33,928,903 (100.0%) +Types: NoneType:19,701,285, str:14,227,618 +Null/Empty: null:19,701,285 +String length avg: 7.5 +Unique strings tracked: 9 +String values distribution: + 'deleted': 7,406,265 (52.1%) + 'moderator': 3,915,668 (27.5%) + 'reddit': 2,695,306 (18.9%) + 'automod_filtered': 149,361 (1.0%) + 'copyright_takedown': 27,402 (0.2%) + 'content_takedown': 17,401 (0.1%) + 'author': 16,141 (0.1%) + 'community_ops': 72 (0.0%) + 'anti_evil_ops': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 33,928,903/33,928,903 (100.0%) +Types: int:33,928,903 +Numeric values: 33,928,903 total +Numeric range: min:1,676,223,267, max:1,678,485,832, avg:1678284068.5 +Numeric std dev: 297800.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 33,928,903/33,928,903 (100.0%) +Types: int:33,928,903 +Numeric values: 33,928,903 total +Numeric range: min:0, max:187,884, avg:43.7 +Numeric std dev: 640.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 33,928,903/33,928,903 (100.0%) +Types: NoneType:30,189,124, dict:3,739,779 +Null/Empty: null:30,189,124 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 33,928,903/33,928,903 (100.0%) +Types: dict:33,928,903 +Null/Empty: empty_obj:31,111,427 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 33,928,903/33,928,903 (100.0%) +Types: str:33,928,903 +Null/Empty: empty_str:19,171,919 +String length avg: 255.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 577 (0.0%) + '[removed]': 471 (0.0%) + 'If you’re new to the community, introduce yourself...': 9 (0.0%) + 'https://i.imgur.com/c7kLUIr.jpg': 9 (0.0%) + 'Use this thread to ask anything at all!': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,928,903 +Booleans: true:29,651,043 (87.4%), false:4,277,860 (12.6%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,928,903 +Booleans: true:446,580 (1.3%), false:33,482,323 (98.7%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 33,928,903/33,928,903 (100.0%) +Types: bool:33,928,903 +Booleans: true:95,764 (0.3%), false:33,833,139 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 33,928,903/33,928,903 (100.0%) +Types: str:33,928,903 +String length avg: 11.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'N_E_W_S': 36 (0.0%) + 'dirtykikpals': 9 (0.0%) + 'AskReddit': 9 (0.0%) + 'dirtyr4r': 8 (0.0%) + 'DirtySnapchat': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 33,928,903/33,928,903 (100.0%) +Types: str:33,928,903 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6ud7x9': 36 (0.0%) + 't5_2wtau': 9 (0.0%) + 't5_2qh1i': 9 (0.0%) + 't5_2vqun': 8 (0.0%) + 't5_2vuxw': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 33,928,903/33,928,903 (100.0%) +Types: str:33,928,903 +String length avg: 13.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/N_E_W_S': 36 (0.0%) + 'r/dirtykikpals': 9 (0.0%) + 'r/AskReddit': 9 (0.0%) + 'r/dirtyr4r': 8 (0.0%) + 'r/DirtySnapchat': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 33,928,903/33,928,903 (100.0%) +Types: int:33,928,903 +Numeric values: 33,928,903 total +Numeric range: min:-663, max:47,967,461, avg:1004643.0 +Numeric std dev: 4568645.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 33,928,903/33,928,903 (100.0%) +Types: str:33,928,903 +String length avg: 6.1 +Unique strings tracked: 4 +String values distribution: + 'public': 30,783,230 (90.7%) + 'user': 1,648,540 (4.9%) + 'restricted': 1,497,126 (4.4%) + 'private': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 33,928,903/33,928,903 (100.0%) +Types: NoneType:27,103,687, str:6,825,216 +Null/Empty: null:27,103,687 +String length avg: 4.5 +Unique strings tracked: 8 +String values distribution: + 'new': 2,033,205 (29.8%) + 'confidence': 1,672,265 (24.5%) + 'qa': 1,669,622 (24.5%) + 'top': 914,138 (13.4%) + 'old': 510,130 (7.5%) + 'controversial': 12,735 (0.2%) + 'live': 9,930 (0.1%) + 'random': 3,191 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 33,928,903/33,928,903 (100.0%) +Types: str:33,928,903 +Null/Empty: empty_str:2,058 +String length avg: 19.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,025 (0.0%) + 'nsfw': 1,176 (0.0%) + 'self': 1,030 (0.0%) + 'image': 31 (0.0%) + 'spoiler': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 33,928,903/33,928,903 (100.0%) +Types: str:33,928,903 +String length avg: 52.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'New Members Intro': 10 (0.0%) + 'College Babe Cumming On BBC': 4 (0.0%) + 'VTUBER DEBUT MARCH 1st': 4 (0.0%) + 'Ktoś o leosi ze nas dominuje chetnie różne fetysze...': 3 (0.0%) + 'Ask Anything Thread': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 33,928,903/33,928,903 (100.0%) +Types: NoneType:33,928,761, str:142 +Null/Empty: null:33,928,761 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 142 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 33,928,903/33,928,903 (100.0%) +Types: int:33,928,903 +Numeric values: 33,928,903 total +Numeric range: min:0, max:139, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 63 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 33,928,903/33,928,903 (100.0%) +Types: list:33,928,903 +Null/Empty: empty_arr:33,928,842 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 33,928,903/33,928,903 (100.0%) +Types: float:33,928,903 +Numeric values: 33,928,903 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 33,928,903/33,928,903 (100.0%) +Types: str:33,928,903 +Null/Empty: empty_str:7,411,684 +String length avg: 61.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/vitalnextnijssenissdwarf...': 5 (0.0%) + 'https://www.youtube.com/watch?v=VeDpPZ20Er0': 4 (0.0%) + 'https://www.sacbee.com/news/politics-government/ca...': 2 (0.0%) + 'https://www.youtube.com/watch?v=kHQy-gdOc2o&t=...': 2 (0.0%) + 'https://imgur.com/a/Fhsg94U': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 33,928,903/33,928,903 (100.0%) +Types: NoneType:33,928,903 +Null/Empty: null:33,928,903 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 33,928,903/33,928,903 (100.0%) +Types: str:22,108,899, NoneType:11,820,004 +Null/Empty: null:11,820,004 +String length avg: 6.6 +Unique strings tracked: 6 +String values distribution: + 'no_ads': 10,994,676 (49.7%) + 'all_ads': 9,844,021 (44.5%) + 'some_ads': 1,054,932 (4.8%) + 'promo_adult_nsfw': 215,137 (1.0%) + 'house_only': 127 (0.0%) + 'promo_all': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 33,928,903/33,928,903 (100.0%) +Types: int:22,108,899, NoneType:11,820,004 +Null/Empty: null:11,820,004 +Numeric values: 22,108,899 total +Numeric range: min:0, max:7, avg:3.0 +Numeric std dev: 3.0 +Unique numbers tracked: 6 +Numeric values distribution: + 0: 10,994,676 (49.7%) + 6: 9,844,021 (44.5%) + 7: 1,054,932 (4.8%) + 3: 215,137 (1.0%) + 1: 127 (0.0%) + 5: 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 33,926,845/33,928,903 (100.0%) +Types: int:21,999,821, NoneType:11,927,024 +Null/Empty: null:11,927,024 +Numeric values: 21,999,821 total +Numeric range: min:0, max:140, avg:122.9 +Numeric std dev: 26.0 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 33,926,845/33,928,903 (100.0%) +Types: int:21,999,821, NoneType:11,927,024 +Null/Empty: null:11,927,024 +Numeric values: 21,999,821 total +Numeric range: min:0, max:140, avg:139.9 +Numeric std dev: 3.0 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 26,072,984/33,928,903 (76.8%) +Types: list:26,072,984 +Null/Empty: empty_arr:24,845,775 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 26,072,984/33,928,903 (76.8%) +Types: str:26,072,984 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 24,845,775 (95.3%) + 'richtext': 1,227,209 (4.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 26,072,984/33,928,903 (76.8%) +Types: str:26,072,984 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 174 (0.0%) + 't2_ox6r7kz9': 21 (0.0%) + 't2_b3jl1cp2': 14 (0.0%) + 't2_ijzsdt5y': 7 (0.0%) + 't2_enhwo90u': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 26,072,984/33,928,903 (76.8%) +Types: bool:26,072,984 +Booleans: true:0 (0.0%), false:26,072,984 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 26,072,984/33,928,903 (76.8%) +Types: bool:26,072,984 +Booleans: true:1,102,334 (4.2%), false:24,970,650 (95.8%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 22,445,544/33,928,903 (66.2%) +Types: str:22,445,544 +Null/Empty: empty_str:4,700,769 +String length avg: 46.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/vitalnextnijssenissdwarf...': 11 (0.0%) + 'https://www.youtube.com/watch?v=kHQy-gdOc2o&t=...': 5 (0.0%) + 'https://redgifs.com/watch/necessaryglaringchanticl...': 5 (0.0%) + 'https://www.youtube.com/watch?v=VeDpPZ20Er0': 4 (0.0%) + 'https://v3.redgifs.com/watch/grimyfuzzypiranha': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 12,159,459/33,928,903 (35.8%) +Types: str:12,159,459 +String length avg: 5.7 +Unique strings tracked: 7 +String values distribution: + 'image': 7,245,522 (59.6%) + 'link': 2,277,165 (18.7%) + 'rich:video': 1,394,629 (11.5%) + 'hosted:video': 626,019 (5.1%) + 'self': 615,257 (5.1%) + 'video': 663 (0.0%) + 'gallery': 204 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 12,159,459/33,928,903 (35.8%) +Types: dict:12,159,459 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 11,694,553/33,928,903 (34.5%) +Types: str:11,694,553 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'd897238a-545a-11eb-8db1-0e23163a9deb': 13 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 12 (0.0%) + 'e3937af4-545a-11eb-a4f9-0e85c04e87bb': 9 (0.0%) + '08702a52-91bd-11ec-9117-766de63c4e76': 7 (0.0%) + '86e87e96-ce66-11ea-b671-0eb29aef81b9': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 2,667,303/33,928,903 (7.9%) +Types: dict:1,583,201, NoneType:1,084,102 +Null/Empty: null:1,084,102, empty_obj:1 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 2,272,001/33,928,903 (6.7%) +Types: dict:1,311,176, NoneType:960,825 +Null/Empty: null:960,825 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 2,272,001/33,928,903 (6.7%) +Types: bool:2,272,001 +Booleans: true:2,272,001 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,571,005/33,928,903 (4.6%) +Types: str:1,571,005 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_10pgwh1': 27 (0.0%) + 't3_10qewvl': 21 (0.0%) + 't3_10qexd6': 15 (0.0%) + 't3_10qeoxa': 13 (0.0%) + 't3_10qeqym': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,571,005/33,928,903 (4.6%) +Types: list:1,571,005 +Null/Empty: empty_arr:64,107 + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 125,242/33,928,903 (0.4%) +Types: dict:91,393, NoneType:33,849 +Null/Empty: null:33,849 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 95,784/33,928,903 (0.3%) +Types: bool:95,784 +Booleans: true:95,784 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 84,132/33,928,903 (0.2%) +Types: NoneType:84,127, list:5 +Null/Empty: null:84,127 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 84,132/33,928,903 (0.2%) +Types: NoneType:80,157, str:3,975 +Null/Empty: null:80,157 +String length avg: 54.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Play Free up to Level 60': 109 (2.7%) + '︽Klips™ is an International Broker that works with...': 94 (2.4%) + '︽Klips™ is Always Improving and Expanding its Serv...': 84 (2.1%) + '【Benefit from a Wide Choice of Trading Instruments...': 80 (2.0%) + 'Upgrade your internet with Frontier!': 68 (1.7%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 84,132/33,928,903 (0.2%) +Types: NoneType:84,132 +Null/Empty: null:84,132 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 84,132/33,928,903 (0.2%) +Types: NoneType:84,132 +Null/Empty: null:84,132 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 84,132/33,928,903 (0.2%) +Types: NoneType:84,132 +Null/Empty: null:84,132 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 84,132/33,928,903 (0.2%) +Types: str:83,687, NoneType:445 +Null/Empty: null:445 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_jyms1ejh': 282 (0.3%) + 't2_jyoztx11': 282 (0.3%) + 't2_1603lh': 225 (0.3%) + 't2_tnk0sxl7': 196 (0.2%) + 't2_tnjwypik': 196 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 84,132/33,928,903 (0.2%) +Types: str:72,461, NoneType:11,671 +Null/Empty: null:11,671, empty_str:51 +String length avg: 17.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'apps.apple.com': 280 (0.4%) + 'play.google.com': 261 (0.4%) + 'reddit.com': 236 (0.3%) + 'dndbeyond.com': 225 (0.3%) + 'TE.com': 177 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 84,132/33,928,903 (0.2%) +Types: NoneType:84,043, str:89 +Null/Empty: null:84,043 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 87 (97.8%) + 'iframe': 2 (2.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 84,132/33,928,903 (0.2%) +Types: NoneType:84,043, str:89 +Null/Empty: null:84,043 +String length avg: 37.0 +Unique strings tracked: 14 +Top 5 string values: + 'https://icytutors.com/tutorsapply': 30 (33.7%) + 'https://ouachitafarms.com/': 13 (14.6%) + 'https://www.youtube.com/watch?v=rUxyKA_-grg': 9 (10.1%) + 'https://www.youtube.com/watch?v=hgEF6F0nKeI&t=...': 9 (10.1%) + 'https://www.youtube.com/watch?v=hgEF6F0nKeI': 9 (10.1%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 84,132/33,928,903 (0.2%) +Types: list:84,132 +Null/Empty: empty_arr:84,132 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 84,132/33,928,903 (0.2%) +Types: list:84,132 +Null/Empty: empty_arr:84,132 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 84,132/33,928,903 (0.2%) +Types: str:84,132 +String length avg: 104.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://apps.apple.com/us/app/joe-the-juice/id1347...': 105 (0.1%) + 'https://play.google.com/store/apps/details?id=com....': 83 (0.1%) + 'https://www.reddit.com/': 67 (0.1%) + 'https://play.google.com/store/apps/details?id=com....': 59 (0.1%) + 'https://www.rtest.ai/?domain=ACT': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 84,132/33,928,903 (0.2%) +Types: NoneType:84,132 +Null/Empty: null:84,132 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 84,132/33,928,903 (0.2%) +Types: NoneType:84,132 +Null/Empty: null:84,132 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 84,132/33,928,903 (0.2%) +Types: bool:84,132 +Booleans: true:0 (0.0%), false:84,132 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 84,132/33,928,903 (0.2%) +Types: bool:84,132 +Booleans: true:0 (0.0%), false:84,132 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 84,132/33,928,903 (0.2%) +Types: str:84,132 +Null/Empty: empty_str:33,777 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/6Nn9ZnnBW1QY...': 41 (0.1%) + 'https://reddit-image.s3.amazonaws.com/lpolQgtzLDAb...': 40 (0.1%) + 'https://reddit-image.s3.amazonaws.com/5nm53eXSr-fh...': 32 (0.1%) + 'https://reddit-image.s3.amazonaws.com/B8iq6ahX_QMy...': 26 (0.1%) + 'https://reddit-image.s3.amazonaws.com/q1wEHDJOdZBP...': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 84,132/33,928,903 (0.2%) +Types: NoneType:84,132 +Null/Empty: null:84,132 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 84,132/33,928,903 (0.2%) +Types: dict:84,132 +Null/Empty: empty_obj:84,132 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 84,132/33,928,903 (0.2%) +Types: NoneType:84,132 +Null/Empty: null:84,132 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 84,132/33,928,903 (0.2%) +Types: NoneType:84,115, str:17 +Null/Empty: null:84,115 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 17 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 84,132/33,928,903 (0.2%) +Types: bool:84,132 +Booleans: true:0 (0.0%), false:84,132 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 84,132/33,928,903 (0.2%) +Types: NoneType:84,132 +Null/Empty: null:84,132 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 84,132/33,928,903 (0.2%) +Types: NoneType:84,132 +Null/Empty: null:84,132 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 84,132/33,928,903 (0.2%) +Types: NoneType:84,132 +Null/Empty: null:84,132 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 84,132/33,928,903 (0.2%) +Types: bool:84,132 +Booleans: true:84,132 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 84,132/33,928,903 (0.2%) +Types: NoneType:84,132 +Null/Empty: null:84,132 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 84,132/33,928,903 (0.2%) +Types: list:84,132 +Null/Empty: empty_arr:84,132 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 84,132/33,928,903 (0.2%) +Types: NoneType:84,132 +Null/Empty: null:84,132 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 84,132/33,928,903 (0.2%) +Types: NoneType:84,132 +Null/Empty: null:84,132 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 68,707/33,928,903 (0.2%) +Types: str:68,707 +Null/Empty: empty_str:5 +String length avg: 8.8 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 25,449 (37.0%) + 'Shop Now': 11,091 (16.1%) + 'Sign Up': 9,595 (14.0%) + 'View More': 4,127 (6.0%) + 'Install': 3,295 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 11,363/33,928,903 (0.0%) +Types: list:11,363 + +──────────────────────────────────────────────────────────── +FIELD: live_audio Occurrence: 879/33,928,903 (0.0%) +Types: dict:879 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 358/33,928,903 (0.0%) +Types: str:358 +String length avg: 26.3 +Unique strings tracked: 66 +Top 5 string values: + '$9999.00': 200 (55.9%) + '$24.99': 15 (4.2%) + '$19.99': 13 (3.6%) + '$39.99': 10 (2.8%) + '$59.99': 9 (2.5%) + +──────────────────────────────────────────────────────────── +FIELD: tournament_data Occurrence: 92/33,928,903 (0.0%) +Types: dict:92 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 38/33,928,903 (0.0%) +Types: float:38 +Numeric values: 38 total +Numeric range: min:1,675,292,400.0, max:1,677,636,000.0, avg:1675936515.8 +Numeric std dev: 474066.7 +Unique numbers tracked: 33 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 38/33,928,903 (0.0%) +Types: bool:38 +Booleans: true:0 (0.0%), false:38 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 38/33,928,903 (0.0%) +Types: float:38 +Numeric values: 38 total +Numeric range: min:1,675,278,000.0, max:1,677,632,400.0, avg:1675924531.6 +Numeric std dev: 476119.0 +Unique numbers tracked: 32 + +================================================================================ + +================================================================================ +FILE: RS_2023-03.jsonl +Analysis Time: 2026-01-15 13:11:21 +================================================================================ +Processed lines: 39,724,726 +Total unique fields: 137 +Max unique values tracked per field: 1,000 +Sample size: 39,724,726 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 39,724,726/39,724,726 (100.0%) +Types: list:39,724,726 +Null/Empty: empty_arr:39,538,773 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,724,726 +Booleans: true:1,666,689 (4.2%), false:38,058,037 (95.8%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,724,726 +Booleans: true:0 (0.0%), false:39,724,726 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 39,724,726/39,724,726 (100.0%) +Types: str:39,724,726 +String length avg: 12.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 256 (0.0%) + 'AutoModerator': 58 (0.0%) + 'EchoJobs': 24 (0.0%) + 'Amidshippropound330': 10 (0.0%) + 'Mrjiggyman': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 39,724,726/39,724,726 (100.0%) +Types: int:22,860,541, NoneType:16,864,185 +Null/Empty: null:16,864,185 +Numeric values: 22,860,541 total +Numeric range: min:1,120,363,200, max:1,675,278,616, avg:1596062087.3 +Numeric std dev: 83492700.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 39,724,726/39,724,726 (100.0%) +Types: NoneType:28,469,689, str:11,255,037 +Null/Empty: null:28,469,689, empty_str:9,573,379 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 2,971 (0.2%) + '#dadada': 1,251 (0.1%) + '#ff66ac': 991 (0.1%) + '#d3d6da': 603 (0.0%) + '#ea0027': 600 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 39,724,726/39,724,726 (100.0%) +Types: NoneType:38,535,933, str:1,188,793 +Null/Empty: null:38,535,933, empty_str:131,108 +String length avg: 7.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'team-harmony': 87 (0.0%) + 'default': 86 (0.0%) + 'green': 79 (0.0%) + 'vam': 60 (0.0%) + 'verified': 44 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 39,724,726/39,724,726 (100.0%) +Types: NoneType:37,652,256, str:2,072,470 +Null/Empty: null:37,652,256 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 38 (0.0%) + '300004a8-f8d9-11ea-b38f-0e96c35929b7': 20 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 14 (0.0%) + '08814690-91f1-11ed-9a7a-62d2d0d47e01': 10 (0.0%) + '9e65bc20-734d-11e9-8af3-0e0da18da3f2': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 39,724,726/39,724,726 (100.0%) +Types: NoneType:37,097,308, str:2,627,418 +Null/Empty: null:37,097,308, empty_str:170,548 +String length avg: 16.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified': 37 (0.0%) + 'FC: <unknown> Trainer name: <unknown>': 32 (0.0%) + '​': 16 (0.0%) + 'Verified NeedySlut ': 14 (0.0%) + 'Official Bot': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 39,724,726/39,724,726 (100.0%) +Types: NoneType:28,078,072, str:11,646,654 +Null/Empty: null:28,078,072, empty_str:31,069 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 10,947,289 (94.2%) + 'light': 668,296 (5.8%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 39,724,726/39,724,726 (100.0%) +Types: list:39,724,726 +Null/Empty: empty_arr:39,724,726 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 39,724,726/39,724,726 (100.0%) +Types: NoneType:39,724,726 +Null/Empty: null:39,724,726 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,724,726 +Booleans: true:30,725,784 (77.3%), false:8,998,942 (22.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,724,726 +Booleans: true:0 (0.0%), false:39,724,726 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 39,724,726/39,724,726 (100.0%) +Types: NoneType:39,722,774, str:1,952 +Null/Empty: null:39,722,774, empty_str:711 +String length avg: 13.6 +Unique strings tracked: 10 +String values distribution: + 'diy_and_crafts': 931 (75.0%) + 'drawing_and_painting': 104 (8.4%) + 'animals': 81 (6.5%) + 'gaming': 50 (4.0%) + 'photography': 38 (3.1%) + 'entertainment': 29 (2.3%) + 'videos': 3 (0.2%) + 'food': 3 (0.2%) + 'memes': 1 (0.1%) + 'writing': 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 39,724,726/39,724,726 (100.0%) +Types: NoneType:39,535,710, list:189,016 +Null/Empty: null:39,535,710 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,724,726 +Booleans: true:30,178 (0.1%), false:39,694,548 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 39,724,726/39,724,726 (100.0%) +Types: int:39,724,726 +Numeric values: 39,724,726 total +Numeric range: min:1,677,628,800, max:1,680,307,199, avg:1678994640.5 +Numeric std dev: 774014.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 39,724,726/39,724,726 (100.0%) +Types: NoneType:39,078,064, str:646,662 +Null/Empty: null:39,078,064 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 646,662 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 39,724,726/39,724,726 (100.0%) +Types: NoneType:39,675,340, str:49,386 +Null/Empty: null:39,675,340 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 49,153 (99.5%) + 'admin': 233 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 39,724,726/39,724,726 (100.0%) +Types: str:39,724,726 +Null/Empty: empty_str:8,479,838 +String length avg: 12.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 482 (0.0%) + 'i.imgur.com': 354 (0.0%) + 'redgifs.com': 168 (0.0%) + 'reddit.com': 143 (0.0%) + 'v.redd.it': 59 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,049,824, float:674,902 +Booleans: true:0 (0.0%), false:39,049,824 (100.0%) +Numeric values: 674,902 total +Numeric range: min:1,677,628,911.0, max:1,681,024,511.0, avg:1679036758.2 +Numeric std dev: 797094.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 39,724,726/39,724,726 (100.0%) +Types: int:39,724,726 +Numeric values: 39,724,726 total +Numeric range: min:0, max:58, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 20 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 39,724,726/39,724,726 (100.0%) +Types: dict:39,724,726 +Null/Empty: empty_obj:39,691,095 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,724,726 +Booleans: true:0 (0.0%), false:39,724,726 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,724,726 +Booleans: true:36,345 (0.1%), false:39,688,381 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 39,724,726/39,724,726 (100.0%) +Types: str:39,724,726 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '11eoagd': 1 (0.0%) + '11eoagg': 1 (0.0%) + '11eoagh': 1 (0.0%) + '11eoagi': 1 (0.0%) + '11eoagj': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,724,726 +Booleans: true:95,107 (0.2%), false:39,629,619 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,724,726 +Booleans: true:22,716,209 (57.2%), false:17,008,517 (42.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,724,726 +Booleans: true:80 (0.0%), false:39,724,646 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,724,726 +Booleans: true:573,206 (1.4%), false:39,151,520 (98.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,724,726 +Booleans: true:11,473,463 (28.9%), false:28,251,263 (71.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,724,726 +Booleans: true:22,835,396 (57.5%), false:16,889,330 (42.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,724,726 +Booleans: true:13,248,098 (33.3%), false:26,476,628 (66.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,724,726 +Booleans: true:1,024,189 (2.6%), false:38,700,537 (97.4%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 39,724,726/39,724,726 (100.0%) +Types: str:39,410,346, NoneType:314,380 +Null/Empty: null:314,380, empty_str:27,789,367 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 558 (0.0%) + '#ff66ac': 437 (0.0%) + '#0079d3': 415 (0.0%) + '#ea0027': 371 (0.0%) + '#ffd635': 295 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 39,724,726/39,724,726 (100.0%) +Types: NoneType:26,593,287, str:13,131,439 +Null/Empty: null:26,593,287, empty_str:8,912,456 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 150 (0.0%) + 'question': 112 (0.0%) + 'male': 68 (0.0%) + 'help': 53 (0.0%) + 'blue': 49 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 39,724,726/39,724,726 (100.0%) +Types: list:39,724,726 +Null/Empty: empty_arr:33,504,970 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 39,724,726/39,724,726 (100.0%) +Types: NoneType:25,677,984, str:14,046,742 +Null/Empty: null:25,677,984, empty_str:1,099 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 62 (0.0%) + 'Question': 58 (0.0%) + 'Female': 23 (0.0%) + 'M4F': 18 (0.0%) + 'Video': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 39,724,726/39,724,726 (100.0%) +Types: str:39,480,564, NoneType:244,162 +Null/Empty: null:244,162 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 33,473,245 (84.8%) + 'light': 6,007,319 (15.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 39,724,726/39,724,726 (100.0%) +Types: str:39,724,726 +String length avg: 4.6 +Unique strings tracked: 2 +String values distribution: + 'text': 33,504,970 (84.3%) + 'richtext': 6,219,756 (15.7%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,724,726 +Booleans: true:1,575,820 (4.0%), false:38,148,906 (96.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 39,724,726/39,724,726 (100.0%) +Types: NoneType:35,559,432, dict:4,165,294 +Null/Empty: null:35,559,432 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 39,724,726/39,724,726 (100.0%) +Types: dict:39,724,726 +Null/Empty: empty_obj:36,580,971 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,724,726 +Booleans: true:679 (0.0%), false:39,724,047 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 39,724,726/39,724,726 (100.0%) +Types: str:39,724,726 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_11eoagd': 1 (0.0%) + 't3_11eoagg': 1 (0.0%) + 't3_11eoagh': 1 (0.0%) + 't3_11eoagi': 1 (0.0%) + 't3_11eoagj': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,724,726 +Booleans: true:19,457,825 (49.0%), false:20,266,901 (51.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 39,724,726/39,724,726 (100.0%) +Types: int:39,724,726 +Numeric values: 39,724,726 total +Numeric range: min:0, max:40,939, avg:5.7 +Numeric std dev: 57.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 39,724,726/39,724,726 (100.0%) +Types: int:39,724,726 +Numeric values: 39,724,726 total +Numeric range: min:0, max:1,154, avg:0.0 +Numeric std dev: 0.9 +Unique numbers tracked: 269 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,724,726 +Booleans: true:19,451,023 (49.0%), false:20,273,703 (51.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 39,724,726/39,724,726 (100.0%) +Types: NoneType:27,458,764, str:12,265,962 +Null/Empty: null:27,458,764 +String length avg: 7.1 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 10,941,145 (89.2%) + 'some_ads': 1,236,921 (10.1%) + 'no_ads': 87,715 (0.7%) + 'house_only': 120 (0.0%) + 'promo_adult_nsfw': 51 (0.0%) + 'promo_all': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 39,724,726/39,724,726 (100.0%) +Types: str:39,724,726 +String length avg: 67.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/nba/comments/11eoagd/game_thread_denver_nuggets...': 1 (0.0%) + '/r/fuckdoll/comments/11eoagg/im_happy_because_im_y...': 1 (0.0%) + '/r/BrownU/comments/11eoagh/did_you_get_into_brown_...': 1 (0.0%) + '/r/CWEB/comments/11eoagi/student_loan_forgiveness_...': 1 (0.0%) + '/r/Androgynoushotties/comments/11eoagj/happy_tokin...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,724,726 +Booleans: true:0 (0.0%), false:39,724,726 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 39,724,726/39,724,726 (100.0%) +Types: NoneType:27,458,764, int:12,265,962 +Null/Empty: null:27,458,764 +Numeric values: 12,265,962 total +Numeric range: min:0, max:7, avg:6.1 +Numeric std dev: 0.6 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 10,941,145 (89.2%) + 7: 1,236,921 (10.1%) + 0: 87,715 (0.7%) + 1: 120 (0.0%) + 3: 51 (0.0%) + 5: 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,724,726 +Booleans: true:2,910 (0.0%), false:39,721,816 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 39,724,726/39,724,726 (100.0%) +Types: NoneType:39,724,726 +Null/Empty: null:39,724,726 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 39,724,726/39,724,726 (100.0%) +Types: NoneType:22,806,243, str:16,918,483 +Null/Empty: null:22,806,243 +String length avg: 7.5 +Unique strings tracked: 9 +String values distribution: + 'deleted': 8,474,487 (50.1%) + 'moderator': 4,693,087 (27.7%) + 'reddit': 3,496,215 (20.7%) + 'automod_filtered': 155,806 (0.9%) + 'content_takedown': 55,914 (0.3%) + 'copyright_takedown': 24,994 (0.1%) + 'author': 17,800 (0.1%) + 'community_ops': 100 (0.0%) + 'anti_evil_ops': 80 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 39,724,726/39,724,726 (100.0%) +Types: int:39,724,726 +Numeric values: 39,724,726 total +Numeric range: min:1,678,309,403, max:1,681,168,435, avg:1680987391.3 +Numeric std dev: 223114.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 39,724,726/39,724,726 (100.0%) +Types: int:39,724,726 +Numeric values: 39,724,726 total +Numeric range: min:0, max:282,232, avg:42.0 +Numeric std dev: 609.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 39,724,726/39,724,726 (100.0%) +Types: NoneType:35,559,432, dict:4,165,294 +Null/Empty: null:35,559,432 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 39,724,726/39,724,726 (100.0%) +Types: dict:39,724,726 +Null/Empty: empty_obj:36,580,971 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 39,724,726/39,724,726 (100.0%) +Types: str:39,724,726 +Null/Empty: empty_str:22,759,754 +String length avg: 251.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 616 (0.0%) + '[removed]': 498 (0.0%) + ' +Allow me to introduce myself. My name is Jack.O A...': 8 (0.0%) + 'I don't know what I want to play, but we can make ...': 7 (0.0%) + 'If you’re new to the community, introduce yourself...': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,724,726 +Booleans: true:35,580,414 (89.6%), false:4,144,312 (10.4%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,724,726 +Booleans: true:492,634 (1.2%), false:39,232,092 (98.8%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 39,724,726/39,724,726 (100.0%) +Types: bool:39,724,726 +Booleans: true:105,079 (0.3%), false:39,619,647 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 39,724,726/39,724,726 (100.0%) +Types: str:39,724,726 +String length avg: 11.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'u_Mrjiggyman': 6 (0.0%) + 'DiabloItalia': 6 (0.0%) + 'jerkbudsssssss': 5 (0.0%) + 'AskReddit': 5 (0.0%) + 'SanFranciscoTechJobs': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 39,724,726/39,724,726 (100.0%) +Types: str:39,724,726 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_7ys5jn': 6 (0.0%) + 't5_2vkp4': 6 (0.0%) + 't5_7nqfwp': 5 (0.0%) + 't5_2qh1i': 5 (0.0%) + 't5_7763au': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 39,724,726/39,724,726 (100.0%) +Types: str:39,724,726 +String length avg: 13.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'u/Mrjiggyman': 6 (0.0%) + 'r/DiabloItalia': 6 (0.0%) + 'r/jerkbudsssssss': 5 (0.0%) + 'r/AskReddit': 5 (0.0%) + 'r/SanFranciscoTechJobs': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 39,724,726/39,724,726 (100.0%) +Types: int:39,724,726 +Numeric values: 39,724,726 total +Numeric range: min:-664, max:48,451,840, avg:915831.6 +Numeric std dev: 4320365.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 39,724,726/39,724,726 (100.0%) +Types: str:39,724,726 +String length avg: 6.1 +Unique strings tracked: 3 +String values distribution: + 'public': 36,114,721 (90.9%) + 'user': 1,870,980 (4.7%) + 'restricted': 1,739,025 (4.4%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 39,724,726/39,724,726 (100.0%) +Types: NoneType:32,067,392, str:7,657,334 +Null/Empty: null:32,067,392 +String length avg: 4.5 +Unique strings tracked: 8 +String values distribution: + 'new': 2,335,897 (30.5%) + 'qa': 1,901,940 (24.8%) + 'confidence': 1,863,667 (24.3%) + 'top': 1,051,361 (13.7%) + 'old': 471,363 (6.2%) + 'controversial': 17,815 (0.2%) + 'live': 12,932 (0.2%) + 'random': 2,359 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 39,724,726/39,724,726 (100.0%) +Types: str:39,724,726 +Null/Empty: empty_str:2,315 +String length avg: 18.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,105 (0.0%) + 'nsfw': 1,302 (0.0%) + 'self': 1,014 (0.0%) + 'image': 22 (0.0%) + 'spoiler': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 39,724,726/39,724,726 (100.0%) +Types: str:39,724,726 +String length avg: 52.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nataliemusarra': 5 (0.0%) + 'Creampie or pull out? 😈': 5 (0.0%) + '24[F4M] I’m available to swallow loads 🍆 ❤️ I want...': 3 (0.0%) + 'Blaster set to stun. #Dominican [40]': 3 (0.0%) + '24[f4m] I’m down for meetup,sext and FaceTime pls,...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 39,724,726/39,724,726 (100.0%) +Types: NoneType:39,724,511, str:215 +Null/Empty: null:39,724,511 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 215 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 39,724,726/39,724,726 (100.0%) +Types: int:39,724,726 +Numeric values: 39,724,726 total +Numeric range: min:0, max:838, avg:0.0 +Numeric std dev: 0.2 +Unique numbers tracked: 80 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 39,724,726/39,724,726 (100.0%) +Types: list:39,724,726 +Null/Empty: empty_arr:39,724,680 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 39,724,726/39,724,726 (100.0%) +Types: float:39,724,726 +Numeric values: 39,724,726 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 39,724,726/39,724,726 (100.0%) +Types: str:39,724,726 +Null/Empty: empty_str:8,479,987 +String length avg: 60.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/7cGWM8G.jpg': 5 (0.0%) + 'https://i.imgur.com/QTEBf4c.gif': 5 (0.0%) + 'https://www.redgifs.com/watch/importantshamelessce...': 4 (0.0%) + 'https://i.imgur.com/ZLUr2bU.jpg': 3 (0.0%) + 'https://www.redgifs.com/watch/secondarywhitearielt...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 39,724,726/39,724,726 (100.0%) +Types: NoneType:39,724,726 +Null/Empty: null:39,724,726 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 39,724,726/39,724,726 (100.0%) +Types: NoneType:27,458,764, str:12,265,962 +Null/Empty: null:27,458,764 +String length avg: 7.2 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 10,780,778 (87.9%) + 'some_ads': 1,188,048 (9.7%) + 'promo_adult_nsfw': 209,291 (1.7%) + 'no_ads': 87,715 (0.7%) + 'house_only': 120 (0.0%) + 'promo_all': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 39,724,726/39,724,726 (100.0%) +Types: NoneType:27,458,764, int:12,265,962 +Null/Empty: null:27,458,764 +Numeric values: 12,265,962 total +Numeric range: min:0, max:7, avg:6.0 +Numeric std dev: 0.7 +Unique numbers tracked: 6 +Numeric values distribution: + 6: 10,780,778 (87.9%) + 7: 1,188,048 (9.7%) + 3: 209,291 (1.7%) + 0: 87,715 (0.7%) + 1: 120 (0.0%) + 5: 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 39,722,411/39,724,726 (100.0%) +Types: int:26,020,117, NoneType:13,702,294 +Null/Empty: null:13,702,294 +Numeric values: 26,020,117 total +Numeric range: min:0, max:140, avg:123.6 +Numeric std dev: 25.7 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 39,722,411/39,724,726 (100.0%) +Types: int:26,020,117, NoneType:13,702,294 +Null/Empty: null:13,702,294 +Numeric values: 26,020,117 total +Numeric range: min:0, max:140, avg:139.9 +Numeric std dev: 2.6 +Unique numbers tracked: 69 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 30,727,517/39,724,726 (77.4%) +Types: list:30,727,517 +Null/Empty: empty_arr:29,378,636 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 30,727,517/39,724,726 (77.4%) +Types: str:30,727,517 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 29,378,636 (95.6%) + 'richtext': 1,348,881 (4.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 30,727,517/39,724,726 (77.4%) +Types: str:30,727,517 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 58 (0.0%) + 't2_ox6r7kz9': 24 (0.0%) + 't2_gfnirv8w': 10 (0.0%) + 't2_487039xee': 7 (0.0%) + 't2_81p8g': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 30,727,517/39,724,726 (77.4%) +Types: bool:30,727,517 +Booleans: true:0 (0.0%), false:30,727,517 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 30,727,517/39,724,726 (77.4%) +Types: bool:30,727,517 +Booleans: true:1,155,847 (3.8%), false:29,571,670 (96.2%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 26,476,402/39,724,726 (66.6%) +Types: str:26,476,402 +Null/Empty: empty_str:5,400,241 +String length avg: 45.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/GhVHRyW.jpg': 12 (0.0%) + 'https://i.imgur.com/QTEBf4c.gif': 11 (0.0%) + 'https://www.redgifs.com/watch/temptingpleasingbunn...': 6 (0.0%) + 'https://i.imgur.com/7cGWM8G.jpg': 5 (0.0%) + 'https://www.redgifs.com/watch/secondarywhitearielt...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 14,415,101/39,724,726 (36.3%) +Types: str:14,415,101 +String length avg: 5.6 +Unique strings tracked: 7 +String values distribution: + 'image': 8,650,788 (60.0%) + 'link': 2,755,687 (19.1%) + 'rich:video': 1,512,560 (10.5%) + 'self': 787,303 (5.5%) + 'hosted:video': 708,140 (4.9%) + 'video': 529 (0.0%) + 'gallery': 94 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 14,415,101/39,724,726 (36.3%) +Types: dict:14,415,101 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 13,215,937/39,724,726 (33.3%) +Types: str:13,215,937 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 10 (0.0%) + '08702a52-91bd-11ec-9117-766de63c4e76': 10 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 8 (0.0%) + 'e3937af4-545a-11eb-a4f9-0e85c04e87bb': 7 (0.0%) + 'd794547e-b495-11ed-95c6-aa653a2f0d0d': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 3,329,510/39,724,726 (8.4%) +Types: dict:1,832,204, NoneType:1,497,306 +Null/Empty: null:1,497,306 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 2,871,319/39,724,726 (7.2%) +Types: dict:1,499,375, NoneType:1,371,944 +Null/Empty: null:1,371,944 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 2,871,319/39,724,726 (7.2%) +Types: bool:2,871,319 +Booleans: true:2,871,319 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,991,723/39,724,726 (5.0%) +Types: str:1,991,723 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_11eol0n': 30 (0.0%) + 't3_11eonvq': 18 (0.0%) + 't3_11eo9de': 14 (0.0%) + 't3_11eomq8': 11 (0.0%) + 't3_11ef5s0': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,991,723/39,724,726 (5.0%) +Types: list:1,991,723 +Null/Empty: empty_arr:146,064 + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 137,990/39,724,726 (0.3%) +Types: dict:99,671, NoneType:38,319 +Null/Empty: null:38,319 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 100,618/39,724,726 (0.3%) +Types: bool:100,618 +Booleans: true:100,618 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 95,107/39,724,726 (0.2%) +Types: NoneType:95,084, list:23 +Null/Empty: null:95,084 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 95,107/39,724,726 (0.2%) +Types: NoneType:90,724, str:4,383 +Null/Empty: null:90,724 +String length avg: 52.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Clean, Comfortable Skin.': 213 (4.9%) + '*Excludes tax, fees, port expenses and deposit. Te...': 107 (2.4%) + '4.20% APY. FDIC Insured. Online Savings Account.': 53 (1.2%) + 'Buy with card BTC, ETH, ADA, DOT and more on Nexo....': 53 (1.2%) + 'Must be 18+ to play. No real money can be won.': 44 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 95,107/39,724,726 (0.2%) +Types: NoneType:95,107 +Null/Empty: null:95,107 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 95,107/39,724,726 (0.2%) +Types: NoneType:95,107 +Null/Empty: null:95,107 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 95,107/39,724,726 (0.2%) +Types: NoneType:95,107 +Null/Empty: null:95,107 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 95,107/39,724,726 (0.2%) +Types: str:94,506, NoneType:601 +Null/Empty: null:601 +String length avg: 11.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_jyms1ejh': 258 (0.3%) + 't2_jyoztx11': 256 (0.3%) + 't2_5d7uvgqcc': 187 (0.2%) + 't2_1fhbul8q': 103 (0.1%) + 't2_59dhngk00': 96 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 95,107/39,724,726 (0.2%) +Types: str:81,991, NoneType:13,116 +Null/Empty: null:13,116, empty_str:45 +String length avg: 17.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'apps.apple.com': 266 (0.3%) + 'reddit.com': 258 (0.3%) + 'play.google.com': 198 (0.2%) + 'nike.com': 186 (0.2%) + 'amazon.com': 125 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 95,107/39,724,726 (0.2%) +Types: NoneType:95,001, str:106 +Null/Empty: null:95,001 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 106 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 95,107/39,724,726 (0.2%) +Types: NoneType:95,001, str:106 +Null/Empty: null:95,001 +String length avg: 31.9 +Unique strings tracked: 14 +Top 5 string values: + 'https://www.ouachitafarm.com/': 34 (32.1%) + 'https://memehouse.app/home.html': 30 (28.3%) + 'https://www.skidmore.edu/': 14 (13.2%) + 'https://www.skidmore.edu/admissions/aid/index.php': 10 (9.4%) + 'https://www.skidmore.edu/about/': 6 (5.7%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 95,107/39,724,726 (0.2%) +Types: list:95,107 +Null/Empty: empty_arr:95,107 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 95,107/39,724,726 (0.2%) +Types: list:95,107 +Null/Empty: empty_arr:95,107 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 95,107/39,724,726 (0.2%) +Types: str:95,107 +String length avg: 108.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.reddit.com/': 68 (0.1%) + 'https://www.everyamp.com/snapplate-features': 50 (0.1%) + 'https://apps.apple.com/US/app/id1634853694?mt=8': 48 (0.1%) + 'https://www.microcenter.com/site/content/intel-arc...': 36 (0.0%) + 'https://modern.onelink.me/b0FI/3h0042k9': 32 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 95,107/39,724,726 (0.2%) +Types: NoneType:95,107 +Null/Empty: null:95,107 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 95,107/39,724,726 (0.2%) +Types: NoneType:95,107 +Null/Empty: null:95,107 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 95,107/39,724,726 (0.2%) +Types: bool:95,107 +Booleans: true:0 (0.0%), false:95,107 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 95,107/39,724,726 (0.2%) +Types: bool:95,107 +Booleans: true:0 (0.0%), false:95,107 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 95,107/39,724,726 (0.2%) +Types: str:95,107 +Null/Empty: empty_str:36,934 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/6Nn9ZnnBW1QY...': 46 (0.1%) + 'https://reddit-image.s3.amazonaws.com/5WaQzYTjFLK4...': 20 (0.0%) + 'https://reddit-image.s3.amazonaws.com/jPQQ7YS3OdEn...': 20 (0.0%) + 'https://reddit-image.s3.amazonaws.com/winKgfmwDCbB...': 20 (0.0%) + 'https://reddit-image.s3.amazonaws.com/co6fGxclR1sJ...': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 95,107/39,724,726 (0.2%) +Types: NoneType:95,107 +Null/Empty: null:95,107 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 95,107/39,724,726 (0.2%) +Types: dict:95,107 +Null/Empty: empty_obj:95,107 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 95,107/39,724,726 (0.2%) +Types: NoneType:95,107 +Null/Empty: null:95,107 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 95,107/39,724,726 (0.2%) +Types: NoneType:94,887, str:220 +Null/Empty: null:94,887 +String length avg: 8.3 +Unique strings tracked: 2 +String values distribution: + 'PRODUCT': 183 (83.2%) + 'SPOTLIGHT_VIDEO': 37 (16.8%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 95,107/39,724,726 (0.2%) +Types: bool:95,107 +Booleans: true:94,644 (99.5%), false:463 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 95,107/39,724,726 (0.2%) +Types: NoneType:95,107 +Null/Empty: null:95,107 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 95,107/39,724,726 (0.2%) +Types: NoneType:95,107 +Null/Empty: null:95,107 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 95,107/39,724,726 (0.2%) +Types: NoneType:95,107 +Null/Empty: null:95,107 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 95,107/39,724,726 (0.2%) +Types: bool:95,107 +Booleans: true:95,107 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 95,107/39,724,726 (0.2%) +Types: NoneType:95,107 +Null/Empty: null:95,107 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 95,107/39,724,726 (0.2%) +Types: list:95,107 +Null/Empty: empty_arr:95,107 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 95,107/39,724,726 (0.2%) +Types: NoneType:95,107 +Null/Empty: null:95,107 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 95,107/39,724,726 (0.2%) +Types: NoneType:95,107 +Null/Empty: null:95,107 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 76,826/39,724,726 (0.2%) +Types: str:76,826 +Null/Empty: empty_str:6 +String length avg: 8.8 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 27,025 (35.2%) + 'Shop Now': 14,762 (19.2%) + 'Sign Up': 10,671 (13.9%) + 'View More': 4,634 (6.0%) + 'Play Now': 3,941 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 12,867/39,724,726 (0.0%) +Types: list:12,867 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 1,588/39,724,726 (0.0%) +Types: str:1,588 +String length avg: 6.3 +Unique strings tracked: 291 +Top 5 string values: + '$30.00': 47 (3.0%) + '$19.99': 45 (2.8%) + '$40.00': 42 (2.6%) + '$29.99': 41 (2.6%) + '$39.99': 41 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: live_audio Occurrence: 806/39,724,726 (0.0%) +Types: dict:806 + +──────────────────────────────────────────────────────────── +FIELD: tournament_data Occurrence: 88/39,724,726 (0.0%) +Types: dict:88 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 11/39,724,726 (0.0%) +Types: float:11 +Numeric values: 11 total +Numeric range: min:1,677,808,800.0, max:1,680,224,400.0, avg:1678934127.3 +Numeric std dev: 774411.2 +Unique numbers tracked: 11 +Top 5 numeric values: + 1,677,808,800.0: 1 (9.1%) + 1,678,051,800.0: 1 (9.1%) + 1,678,240,800.0: 1 (9.1%) + 1,678,413,600.0: 1 (9.1%) + 1,678,561,200.0: 1 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 11/39,724,726 (0.0%) +Types: bool:11 +Booleans: true:0 (0.0%), false:11 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 11/39,724,726 (0.0%) +Types: float:11 +Numeric values: 11 total +Numeric range: min:1,677,805,200.0, max:1,680,220,800.0, avg:1678930036.4 +Numeric std dev: 774971.9 +Unique numbers tracked: 11 +Top 5 numeric values: + 1,677,805,200.0: 1 (9.1%) + 1,678,042,800.0: 1 (9.1%) + 1,678,237,200.0: 1 (9.1%) + 1,678,410,000.0: 1 (9.1%) + 1,678,557,600.0: 1 (9.1%) + +================================================================================ + +================================================================================ +FILE: RS_2023-04.jsonl +Analysis Time: 2026-01-15 15:05:43 +================================================================================ +Processed lines: 52,094,224 +Total unique fields: 159 +Max unique values tracked per field: 1,000 +Sample size: 52,094,224 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 52,094,224/52,094,224 (100.0%) +Types: list:52,094,224 +Null/Empty: empty_arr:51,930,590 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 52,094,224/52,094,224 (100.0%) +Types: bool:52,094,224 +Booleans: true:1,747,628 (3.4%), false:50,346,596 (96.6%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 52,094,224/52,094,224 (100.0%) +Types: bool:52,094,224 +Booleans: true:0 (0.0%), false:52,094,224 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 52,094,224/52,094,224 (100.0%) +Types: str:52,094,224 +String length avg: 11.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 336 (0.0%) + 'AutoModerator': 61 (0.0%) + 'EchoJobs': 24 (0.0%) + 'robert_cortese': 20 (0.0%) + 'Ambi4r': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 52,094,224/52,094,224 (100.0%) +Types: NoneType:40,284,419, str:11,809,805 +Null/Empty: null:40,284,419, empty_str:10,180,992 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 2,870 (0.2%) + '#ff66ac': 853 (0.1%) + '#dadada': 844 (0.1%) + '#ea0027': 600 (0.0%) + '#edeff1': 545 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 52,094,224/52,094,224 (100.0%) +Types: NoneType:51,022,124, str:1,072,100 +Null/Empty: null:51,022,124, empty_str:114,920 +String length avg: 7.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 90 (0.0%) + 'a': 54 (0.0%) + 'green': 48 (0.0%) + 'team-harmony': 43 (0.0%) + 'verified': 39 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 52,094,224/52,094,224 (100.0%) +Types: NoneType:50,090,429, str:2,003,795 +Null/Empty: null:50,090,429 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'c2fbfa7c-5ded-11eb-9f41-0e7ae22bb899': 14 (0.0%) + '55bac45a-146f-11e7-839d-0ef2495765a4': 13 (0.0%) + '6acd51ae-2ba5-11eb-b178-0ebaad13550f': 12 (0.0%) + 'f6b50a62-fe86-11ec-8e4f-06098848fbf2': 11 (0.0%) + '300004a8-f8d9-11ea-b38f-0e96c35929b7': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 52,094,224/52,094,224 (100.0%) +Types: NoneType:49,593,186, str:2,501,038 +Null/Empty: null:49,593,186, empty_str:159,218 +String length avg: 17.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified': 27 (0.0%) + 'VERIFIED': 17 (0.0%) + 'Mod': 17 (0.0%) + 'CardCreator': 15 (0.0%) + 'Official Bot': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 52,094,224/52,094,224 (100.0%) +Types: NoneType:39,746,111, str:12,348,113 +Null/Empty: null:39,746,111, empty_str:31,730 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 11,653,033 (94.6%) + 'light': 663,350 (5.4%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 52,094,224/52,094,224 (100.0%) +Types: list:52,094,224 +Null/Empty: empty_arr:52,094,224 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 52,094,224/52,094,224 (100.0%) +Types: bool:52,094,224 +Booleans: true:42,253,042 (81.1%), false:9,841,182 (18.9%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 52,094,224/52,094,224 (100.0%) +Types: NoneType:52,092,648, str:1,576 +Null/Empty: null:52,092,648, empty_str:27 +String length avg: 13.8 +Unique strings tracked: 10 +String values distribution: + 'diy_and_crafts': 1,206 (77.9%) + 'drawing_and_painting': 142 (9.2%) + 'animals': 74 (4.8%) + 'gaming': 51 (3.3%) + 'photography': 42 (2.7%) + 'entertainment': 25 (1.6%) + 'music': 3 (0.2%) + 'writing': 3 (0.2%) + 'food': 2 (0.1%) + 'videos': 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 52,094,224/52,094,224 (100.0%) +Types: NoneType:51,902,693, list:191,531 +Null/Empty: null:51,902,693 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 52,094,224/52,094,224 (100.0%) +Types: bool:52,094,224 +Booleans: true:33,230 (0.1%), false:52,060,994 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 52,094,224/52,094,224 (100.0%) +Types: float:35,455,322, int:16,638,902 +Numeric values: 52,094,224 total +Numeric range: min:1,680,307,200.0, max:1,682,899,194.0, avg:1681626619.3 +Numeric std dev: 728734.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 52,094,224/52,094,224 (100.0%) +Types: NoneType:51,394,379, str:699,845 +Null/Empty: null:51,394,379 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 699,845 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 52,094,224/52,094,224 (100.0%) +Types: NoneType:52,040,454, str:53,770 +Null/Empty: null:52,040,454 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 53,715 (99.9%) + 'admin': 55 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 52,094,224/52,094,224 (100.0%) +Types: str:52,094,224 +Null/Empty: empty_str:8,776,323 +String length avg: 12.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 461 (0.0%) + 'google.com': 375 (0.0%) + 'i.imgur.com': 294 (0.0%) + 'reddit.com': 176 (0.0%) + 'videored.online': 168 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 52,094,224/52,094,224 (100.0%) +Types: bool:51,444,466, float:649,758 +Booleans: true:0 (0.0%), false:51,444,466 (100.0%) +Numeric values: 649,758 total +Numeric range: min:1,680,307,461.0, max:1,693,324,479.0, avg:1681744445.7 +Numeric std dev: 940893.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 52,094,224/52,094,224 (100.0%) +Types: int:52,094,224 +Numeric values: 52,094,224 total +Numeric range: min:0, max:21, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 14 +Top 5 numeric values: + 0: 52,072,857 (100.0%) + 1: 19,995 (0.0%) + 2: 1,033 (0.0%) + 3: 210 (0.0%) + 4: 67 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 52,094,224/52,094,224 (100.0%) +Types: dict:52,094,224 +Null/Empty: empty_obj:52,063,357 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 52,094,224/52,094,224 (100.0%) +Types: bool:52,094,224 +Booleans: true:0 (0.0%), false:52,094,224 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 52,094,224/52,094,224 (100.0%) +Types: bool:52,094,224 +Booleans: true:16,070,096 (30.8%), false:36,024,128 (69.2%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 52,094,224/52,094,224 (100.0%) +Types: str:52,094,224 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1284kk8': 1 (0.0%) + '1284kk9': 1 (0.0%) + '1284kka': 1 (0.0%) + '1284kkb': 1 (0.0%) + '1284kkc': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 52,094,224/52,094,224 (100.0%) +Types: bool:52,094,224 +Booleans: true:88,917 (0.2%), false:52,005,307 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 52,094,224/52,094,224 (100.0%) +Types: bool:52,094,224 +Booleans: true:25,534,649 (49.0%), false:26,559,575 (51.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 52,094,224/52,094,224 (100.0%) +Types: bool:52,094,224 +Booleans: true:58 (0.0%), false:52,094,166 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 52,094,224/52,094,224 (100.0%) +Types: bool:52,094,224 +Booleans: true:564,192 (1.1%), false:51,530,032 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 52,094,224/52,094,224 (100.0%) +Types: bool:52,094,224 +Booleans: true:11,184,765 (21.5%), false:40,909,459 (78.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 52,094,224/52,094,224 (100.0%) +Types: bool:52,094,224 +Booleans: true:25,643,871 (49.2%), false:26,450,353 (50.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 52,094,224/52,094,224 (100.0%) +Types: bool:52,094,224 +Booleans: true:14,470,019 (27.8%), false:37,624,205 (72.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 52,094,224/52,094,224 (100.0%) +Types: bool:52,094,224 +Booleans: true:1,085,882 (2.1%), false:51,008,342 (97.9%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 52,094,224/52,094,224 (100.0%) +Types: str:51,929,716, NoneType:164,508 +Null/Empty: null:164,508, empty_str:40,450,594 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 678 (0.0%) + '#ff66ac': 531 (0.0%) + '#0079d3': 517 (0.0%) + '#ea0027': 441 (0.0%) + '#7193ff': 352 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 52,094,224/52,094,224 (100.0%) +Types: NoneType:39,251,454, str:12,842,770 +Null/Empty: null:39,251,454, empty_str:8,879,672 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 137 (0.0%) + 'question': 104 (0.0%) + 'male': 61 (0.0%) + 'red': 57 (0.0%) + 'blue': 56 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 52,094,224/52,094,224 (100.0%) +Types: list:52,094,224 +Null/Empty: empty_arr:46,125,563 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 52,094,224/52,094,224 (100.0%) +Types: NoneType:38,376,989, str:13,717,235 +Null/Empty: null:38,376,989, empty_str:1,659 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 61 (0.0%) + 'Question': 48 (0.0%) + 'male': 21 (0.0%) + 'M4F': 18 (0.0%) + 'Video': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 52,094,224/52,094,224 (100.0%) +Types: str:52,053,218, NoneType:41,006 +Null/Empty: null:41,006 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 46,198,703 (88.8%) + 'light': 5,854,515 (11.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 52,094,224/52,094,224 (100.0%) +Types: str:52,094,224 +String length avg: 4.5 +Unique strings tracked: 2 +String values distribution: + 'text': 46,142,017 (88.6%) + 'richtext': 5,952,207 (11.4%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 52,094,224/52,094,224 (100.0%) +Types: bool:52,094,224 +Booleans: true:1,554,289 (3.0%), false:50,539,935 (97.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 52,094,224/52,094,224 (100.0%) +Types: NoneType:48,356,753, dict:3,737,471 +Null/Empty: null:48,356,753 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 52,094,224/52,094,224 (100.0%) +Types: dict:52,094,224 +Null/Empty: empty_obj:49,349,292 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 52,094,224/52,094,224 (100.0%) +Types: bool:52,094,224 +Booleans: true:537 (0.0%), false:52,093,687 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 52,094,224/52,094,224 (100.0%) +Types: bool:52,094,224 +Booleans: true:31,463,806 (60.4%), false:20,630,418 (39.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 52,094,224/52,094,224 (100.0%) +Types: int:52,094,224 +Numeric values: 52,094,224 total +Numeric range: min:0, max:69,003, avg:4.1 +Numeric std dev: 51.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 52,094,224/52,094,224 (100.0%) +Types: int:52,094,224 +Numeric values: 52,094,224 total +Numeric range: min:0, max:3,024, avg:0.0 +Numeric std dev: 0.8 +Unique numbers tracked: 146 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 52,094,224/52,094,224 (100.0%) +Types: bool:52,094,224 +Booleans: true:22,009,351 (42.2%), false:30,084,873 (57.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 52,094,224/52,094,224 (100.0%) +Types: NoneType:39,735,914, str:12,358,310 +Null/Empty: null:39,735,914 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 10,869,774 (88.0%) + 'some_ads': 1,488,372 (12.0%) + 'house_only': 139 (0.0%) + 'promo_adult_nsfw': 19 (0.0%) + 'promo_all': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 52,094,224/52,094,224 (100.0%) +Types: str:52,094,224 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/AutoNewspaper/comments/1284kk8/lifestyle_your_p...': 1 (0.0%) + '/r/HomescapesOfficial/comments/1284kk9/i_am_so_mad...': 1 (0.0%) + '/r/uofm/comments/1284kka/eecs_441_or_eecs_497_for_...': 1 (0.0%) + '/r/alasjuicy/comments/1284kkb/girls_with_bitchyint...': 1 (0.0%) + '/r/Yarnswap/comments/1284kkc/april_2023_confirmed_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 52,094,224/52,094,224 (100.0%) +Types: bool:52,094,224 +Booleans: true:0 (0.0%), false:52,094,224 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 52,094,224/52,094,224 (100.0%) +Types: NoneType:39,735,914, int:12,358,310 +Null/Empty: null:39,735,914 +Numeric values: 12,358,310 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 10,869,774 (88.0%) + 7: 1,488,372 (12.0%) + 1: 139 (0.0%) + 3: 19 (0.0%) + 5: 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 52,094,224/52,094,224 (100.0%) +Types: bool:52,094,224 +Booleans: true:2,202 (0.0%), false:52,092,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 52,094,224/52,094,224 (100.0%) +Types: NoneType:52,094,224 +Null/Empty: null:52,094,224 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 52,094,224/52,094,224 (100.0%) +Types: str:26,349,584, NoneType:25,744,640 +Null/Empty: null:25,744,640 +String length avg: 6.9 +Unique strings tracked: 9 +String values distribution: + 'reddit': 13,181,364 (50.0%) + 'deleted': 8,806,525 (33.4%) + 'moderator': 4,139,422 (15.7%) + 'automod_filtered': 136,723 (0.5%) + 'content_takedown': 41,005 (0.2%) + 'copyright_takedown': 23,893 (0.1%) + 'author': 20,325 (0.1%) + 'anti_evil_ops': 206 (0.0%) + 'community_ops': 121 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 52,094,224/52,094,224 (100.0%) +Types: int:52,094,224 +Numeric values: 52,094,224 total +Numeric range: min:1,680,307,214, max:1,693,813,532, avg:1685599646.8 +Numeric std dev: 2756350.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 52,094,224/52,094,224 (100.0%) +Types: int:52,094,224 +Numeric values: 52,094,224 total +Numeric range: min:0, max:197,428, avg:32.3 +Numeric std dev: 530.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 52,094,224/52,094,224 (100.0%) +Types: NoneType:48,356,753, dict:3,737,471 +Null/Empty: null:48,356,753 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 52,094,224/52,094,224 (100.0%) +Types: dict:52,094,224 +Null/Empty: empty_obj:49,349,292 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 52,094,224/52,094,224 (100.0%) +Types: str:52,094,224 +Null/Empty: empty_str:33,566,845 +String length avg: 245.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 712 (0.0%) + '[removed]': 613 (0.0%) + 'Use this thread to ask anything at all!': 6 (0.0%) + 'LINK: [t.me/megaspremium](https://t.me/megaspremiu...': 5 (0.0%) + '[ Removed by reddit in response to a copyright not...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 52,094,224/52,094,224 (100.0%) +Types: bool:52,094,224 +Booleans: true:48,264,836 (92.6%), false:3,829,388 (7.4%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 52,094,224/52,094,224 (100.0%) +Types: bool:52,094,224 +Booleans: true:485,672 (0.9%), false:51,608,552 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 52,094,224/52,094,224 (100.0%) +Types: bool:52,094,224 +Booleans: true:143,584 (0.3%), false:51,950,640 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 52,094,224/52,094,224 (100.0%) +Types: str:52,094,224 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'liness770': 64 (0.0%) + 'Hjgd345': 64 (0.0%) + 'liness7701': 47 (0.0%) + 'JSJFJ': 27 (0.0%) + 'GDGVF': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 52,094,224/52,094,224 (100.0%) +Types: str:52,094,224 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_856g27': 64 (0.0%) + 't5_859iob': 64 (0.0%) + 't5_856g6f': 47 (0.0%) + 't5_859okn': 27 (0.0%) + 't5_859kh7': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 52,094,224/52,094,224 (100.0%) +Types: str:52,094,224 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/liness770': 64 (0.0%) + 'r/Hjgd345': 64 (0.0%) + 'r/liness7701': 47 (0.0%) + 'r/JSJFJ': 27 (0.0%) + 'r/GDGVF': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 52,094,224/52,094,224 (100.0%) +Types: int:52,094,224 +Numeric values: 52,094,224 total +Numeric range: min:-663, max:50,089,491, avg:656600.3 +Numeric std dev: 3659647.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 52,094,224/52,094,224 (100.0%) +Types: str:52,094,224 +String length avg: 6.2 +Unique strings tracked: 4 +String values distribution: + 'public': 45,354,860 (87.1%) + 'restricted': 3,848,447 (7.4%) + 'user': 2,875,023 (5.5%) + 'archived': 15,894 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 52,094,224/52,094,224 (100.0%) +Types: NoneType:43,500,810, str:8,593,414 +Null/Empty: null:43,500,810 +String length avg: 4.2 +Unique strings tracked: 8 +String values distribution: + 'qa': 2,863,047 (33.3%) + 'new': 2,401,525 (27.9%) + 'confidence': 1,833,672 (21.3%) + 'top': 1,012,748 (11.8%) + 'old': 439,576 (5.1%) + 'controversial': 30,720 (0.4%) + 'live': 9,831 (0.1%) + 'random': 2,295 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 52,094,224/52,094,224 (100.0%) +Types: str:52,094,224 +Null/Empty: empty_str:1,756 +String length avg: 29.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,206 (0.0%) + 'nsfw': 752 (0.0%) + 'self': 512 (0.0%) + 'spoiler': 22 (0.0%) + 'image': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 52,094,224/52,094,224 (100.0%) +Types: str:52,094,224 +String length avg: 50.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '20 [F4M] kik MalaveVictoria My Snapchat alysshaaba...': 4 (0.0%) + 'Hey”I’m so hot and very horny mature girl with thi...': 4 (0.0%) + 'I wish I had someone to lick all of this': 3 (0.0%) + 'Saferbot performed action `banuser`': 3 (0.0%) + 'April 2023 Confirmed Trade Thread': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 52,094,224/52,094,224 (100.0%) +Types: NoneType:52,094,057, str:167 +Null/Empty: null:52,094,057 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 167 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 52,094,224/52,094,224 (100.0%) +Types: int:52,094,224 +Numeric values: 52,094,224 total +Numeric range: min:0, max:158, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 68 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 52,094,224/52,094,224 (100.0%) +Types: list:52,094,224 +Null/Empty: empty_arr:52,094,177 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 52,094,224/52,094,224 (100.0%) +Types: float:52,094,224 +Numeric values: 52,094,224 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.1 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 52,094,224/52,094,224 (100.0%) +Types: str:52,094,224 +Null/Empty: empty_str:8,776,560 +String length avg: 63.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=0GBVMkYglww': 2 (0.0%) + 'https://i.imgur.com/dsF1OHd.jpg': 2 (0.0%) + 'https://www.tiktok.com/@truthseeking8787/video/721...': 2 (0.0%) + 'https://revistas.juridicas.unam.mx/index.php/hecho...': 2 (0.0%) + 'https://i.imgur.com/qZOgqSA.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 52,094,224/52,094,224 (100.0%) +Types: NoneType:52,094,224 +Null/Empty: null:52,094,224 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 52,094,224/52,094,224 (100.0%) +Types: NoneType:39,735,914, str:12,358,310 +Null/Empty: null:39,735,914 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 10,869,114 (87.9%) + 'some_ads': 1,487,551 (12.0%) + 'promo_adult_nsfw': 1,500 (0.0%) + 'house_only': 139 (0.0%) + 'promo_all': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 52,094,224/52,094,224 (100.0%) +Types: NoneType:39,735,914, int:12,358,310 +Null/Empty: null:39,735,914 +Numeric values: 12,358,310 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 10,869,114 (87.9%) + 7: 1,487,551 (12.0%) + 3: 1,500 (0.0%) + 1: 139 (0.0%) + 5: 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 52,092,468/52,094,224 (100.0%) +Types: int:36,011,341, NoneType:16,081,127 +Null/Empty: null:16,081,127 +Numeric values: 36,011,341 total +Numeric range: min:0, max:140, avg:111.1 +Numeric std dev: 29.9 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 52,092,468/52,094,224 (100.0%) +Types: int:36,011,341, NoneType:16,081,127 +Null/Empty: null:16,081,127 +Numeric values: 36,011,341 total +Numeric range: min:0, max:140, avg:139.9 +Numeric std dev: 2.2 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 42,427,571/52,094,224 (81.4%) +Types: list:42,427,571 +Null/Empty: empty_arr:41,134,447 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 42,427,571/52,094,224 (81.4%) +Types: str:42,427,571 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 41,134,619 (97.0%) + 'richtext': 1,292,952 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 42,427,571/52,094,224 (81.4%) +Types: str:42,427,571 +String length avg: 11.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 62 (0.0%) + 't2_ox6r7kz9': 24 (0.0%) + 't2_db1wk': 20 (0.0%) + 't2_ueqvxm1t': 14 (0.0%) + 't2_tdmk09o7': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 42,427,571/52,094,224 (81.4%) +Types: bool:42,427,571 +Booleans: true:0 (0.0%), false:42,427,571 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 42,427,571/52,094,224 (81.4%) +Types: bool:42,427,571 +Booleans: true:1,041,551 (2.5%), false:41,386,020 (97.5%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 37,623,397/52,094,224 (72.2%) +Types: str:37,623,397 +Null/Empty: empty_str:5,539,721 +String length avg: 53.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://qosvideos.com/black-men-are-just-better-in...': 5 (0.0%) + 'https://i.imgur.com/yMYoMwT.jpg': 3 (0.0%) + 'https://www.youtube.com/watch?v=0GBVMkYglww': 2 (0.0%) + 'https://i.imgur.com/dsF1OHd.jpg': 2 (0.0%) + 'https://www.tiktok.com/@truthseeking8787/video/721...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 36,056,115/52,094,224 (69.2%) +Types: float:36,056,115 +Numeric values: 36,056,115 total +Numeric range: min:1,680,307,200.0, max:1,683,588,301.0, avg:1681621986.6 +Numeric std dev: 746979.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 36,056,115/52,094,224 (69.2%) +Types: str:36,056,115 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1284kk8': 1 (0.0%) + 't3_1284kk9': 1 (0.0%) + 't3_1284kka': 1 (0.0%) + 't3_1284kkb': 1 (0.0%) + 't3_1284kkc': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 36,012,700/52,094,224 (69.1%) +Types: int:36,012,700 +Numeric values: 36,012,700 total +Numeric range: min:0, max:197,428, avg:46.2 +Numeric std dev: 637.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 35,456,683/52,094,224 (68.1%) +Types: NoneType:35,387,684, str:68,999 +Null/Empty: null:35,387,684 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 68,999 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 35,455,322/52,094,224 (68.1%) +Types: NoneType:35,455,322 +Null/Empty: null:35,455,322 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 35,455,322/52,094,224 (68.1%) +Types: NoneType:35,455,322 +Null/Empty: null:35,455,322 + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 35,455,322/52,094,224 (68.1%) +Types: bool:35,455,322 +Booleans: true:0 (0.0%), false:35,455,322 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 35,455,322/52,094,224 (68.1%) +Types: NoneType:35,455,322 +Null/Empty: null:35,455,322 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 35,455,322/52,094,224 (68.1%) +Types: NoneType:35,455,322 +Null/Empty: null:35,455,322 + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 35,455,322/52,094,224 (68.1%) +Types: bool:35,455,322 +Booleans: true:0 (0.0%), false:35,455,322 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 35,455,322/52,094,224 (68.1%) +Types: bool:35,455,322 +Booleans: true:0 (0.0%), false:35,455,322 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 35,455,322/52,094,224 (68.1%) +Types: int:35,455,322 +Numeric values: 35,455,322 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 35,455,322 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 35,455,322/52,094,224 (68.1%) +Types: NoneType:35,455,322 +Null/Empty: null:35,455,322 + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 35,455,322/52,094,224 (68.1%) +Types: NoneType:35,455,322 +Null/Empty: null:35,455,322 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 35,455,322/52,094,224 (68.1%) +Types: NoneType:35,455,322 +Null/Empty: null:35,455,322 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 35,455,322/52,094,224 (68.1%) +Types: NoneType:35,455,322 +Null/Empty: null:35,455,322 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 35,455,322/52,094,224 (68.1%) +Types: list:35,455,322 +Null/Empty: empty_arr:35,455,322 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 35,455,322/52,094,224 (68.1%) +Types: int:35,455,322 +Numeric values: 35,455,322 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 35,455,322 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 35,455,322/52,094,224 (68.1%) +Types: list:35,455,322 +Null/Empty: empty_arr:35,455,322 + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 35,455,322/52,094,224 (68.1%) +Types: bool:35,455,322 +Booleans: true:0 (0.0%), false:35,455,322 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 35,455,322/52,094,224 (68.1%) +Types: list:35,455,322 +Null/Empty: empty_arr:35,455,322 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 35,455,322/52,094,224 (68.1%) +Types: bool:35,455,322 +Booleans: true:0 (0.0%), false:35,455,322 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 24,706,404/52,094,224 (47.4%) +Types: str:24,706,404 +String length avg: 4.9 +Unique strings tracked: 7 +String values distribution: + 'link': 13,206,028 (53.5%) + 'image': 8,369,719 (33.9%) + 'rich:video': 1,418,799 (5.7%) + 'self': 946,190 (3.8%) + 'hosted:video': 765,054 (3.1%) + 'video': 418 (0.0%) + 'gallery': 196 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 24,706,404/52,094,224 (47.4%) +Types: dict:24,706,404 + +──────────────────────────────────────────────────────────── +FIELD: updated_on Occurrence: 16,639,866/52,094,224 (31.9%) +Types: int:16,639,866 +Numeric values: 16,639,866 total +Numeric range: min:1,680,307,215, max:1,687,453,677, avg:1681632375.9 +Numeric std dev: 690109.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 12,954,204/52,094,224 (24.9%) +Types: str:12,954,204 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'd897238a-545a-11eb-8db1-0e23163a9deb': 17 (0.0%) + 'c6b34c40-84e0-11ec-b707-e6231f3e69f5': 11 (0.0%) + '4e5b6756-d373-11eb-9563-0ee70d6a723d': 11 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 10 (0.0%) + 'c4d23e44-8781-11ea-a2f4-0e5ba116084d': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 3,526,737/52,094,224 (6.8%) +Types: dict:2,121,539, NoneType:1,405,198 +Null/Empty: null:1,405,198, empty_obj:469 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 2,965,535/52,094,224 (5.7%) +Types: dict:1,679,403, NoneType:1,286,132 +Null/Empty: null:1,286,132 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 2,965,535/52,094,224 (5.7%) +Types: bool:2,965,535 +Booleans: true:2,965,535 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,951,976/52,094,224 (3.7%) +Types: str:1,951,976 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1283jis': 58 (0.0%) + 't3_127v7qb': 22 (0.0%) + 't3_127vta7': 22 (0.0%) + 't3_127wub6': 22 (0.0%) + 't3_1284qn6': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,951,976/52,094,224 (3.7%) +Types: list:1,951,976 +Null/Empty: empty_arr:303,809 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 141,063/52,094,224 (0.3%) +Types: bool:141,063 +Booleans: true:141,063 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 138,424/52,094,224 (0.3%) +Types: dict:95,062, NoneType:43,362 +Null/Empty: null:43,362 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 88,917/52,094,224 (0.2%) +Types: NoneType:88,889, list:28 +Null/Empty: null:88,889, empty_arr:2 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 88,917/52,094,224 (0.2%) +Types: NoneType:84,649, str:4,268 +Null/Empty: null:84,649 +String length avg: 49.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2 Gigs $85/mo. 1 Month Free Thru April 16': 89 (2.1%) + 'The Elder Scrolls Online': 73 (1.7%) + 'Join for free': 62 (1.5%) + 'Create effortlessly': 60 (1.4%) + '*Only available in BC, AB, MB, ON, NB, PE, NL & NS': 56 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 88,917/52,094,224 (0.2%) +Types: NoneType:88,917 +Null/Empty: null:88,917 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 88,917/52,094,224 (0.2%) +Types: NoneType:88,917 +Null/Empty: null:88,917 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 88,917/52,094,224 (0.2%) +Types: NoneType:88,917 +Null/Empty: null:88,917 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 88,917/52,094,224 (0.2%) +Types: str:88,036, NoneType:881 +Null/Empty: null:881 +String length avg: 11.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_tnjwypik': 288 (0.3%) + 't2_tnk0sxl7': 288 (0.3%) + 't2_jyms1ejh': 288 (0.3%) + 't2_jyoztx11': 281 (0.3%) + 't2_4kfv0g6z': 128 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 88,917/52,094,224 (0.2%) +Types: NoneType:88,917 +Null/Empty: null:88,917 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 88,917/52,094,224 (0.2%) +Types: str:73,834, NoneType:15,083 +Null/Empty: null:15,083, empty_str:27 +String length avg: 18.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 177 (0.2%) + 'play.google.com': 113 (0.2%) + 'apps.apple.com': 99 (0.1%) + 'store.steampowered.com': 87 (0.1%) + 'NBA.com': 84 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 88,917/52,094,224 (0.2%) +Types: NoneType:88,846, str:71 +Null/Empty: null:88,846 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 71 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 88,917/52,094,224 (0.2%) +Types: NoneType:88,846, str:71 +Null/Empty: null:88,846 +String length avg: 56.3 +Unique strings tracked: 26 +Top 5 string values: + 'https://filmfreeway.com/SantaBarbaraInternationalS...': 15 (21.1%) + 'https://solcyber.com/': 9 (12.7%) + 'https://solcyber.com/competitions/': 4 (5.6%) + 'https://www.bsquare.com/data-sheets/': 4 (5.6%) + 'https://www.bsquare.com/blog/win10provswin10iot/': 4 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 88,917/52,094,224 (0.2%) +Types: list:88,917 +Null/Empty: empty_arr:88,917 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 88,917/52,094,224 (0.2%) +Types: list:88,917 +Null/Empty: empty_arr:88,917 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 88,917/52,094,224 (0.2%) +Types: str:88,917 +String length avg: 90.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.reddit.com/': 87 (0.1%) + 'https://www.peacocktv.com': 56 (0.1%) + 'https://presetum.gumroad.com/l/dEUxN': 50 (0.1%) + 'https://www.digistore24.com/redir/283755/shoaibhms...': 41 (0.0%) + 'https://www.growthramp.io/start': 39 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 88,917/52,094,224 (0.2%) +Types: NoneType:88,917 +Null/Empty: null:88,917 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 88,917/52,094,224 (0.2%) +Types: NoneType:88,917 +Null/Empty: null:88,917 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 88,917/52,094,224 (0.2%) +Types: bool:88,917 +Booleans: true:0 (0.0%), false:88,917 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 88,917/52,094,224 (0.2%) +Types: bool:88,917 +Booleans: true:0 (0.0%), false:88,917 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 88,917/52,094,224 (0.2%) +Types: str:88,917 +Null/Empty: empty_str:38,426 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/lpolQgtzLDAb...': 120 (0.2%) + 'https://reddit-image.s3.amazonaws.com/6Nn9ZnnBW1QY...': 119 (0.2%) + 'https://reddit-image.s3.amazonaws.com/SY2VDCNrRh0z...': 13 (0.0%) + 'https://reddit-image.s3.amazonaws.com/zWR-PeglpvpC...': 13 (0.0%) + 'https://reddit-image.s3.amazonaws.com/E66wpr1k1DFX...': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 88,917/52,094,224 (0.2%) +Types: NoneType:88,917 +Null/Empty: null:88,917 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 88,917/52,094,224 (0.2%) +Types: dict:88,917 +Null/Empty: empty_obj:88,917 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 88,917/52,094,224 (0.2%) +Types: NoneType:88,917 +Null/Empty: null:88,917 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 88,917/52,094,224 (0.2%) +Types: list:88,917 +Null/Empty: empty_arr:88,917 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 88,917/52,094,224 (0.2%) +Types: NoneType:88,588, str:329 +Null/Empty: null:88,588 +String length avg: 7.4 +Unique strings tracked: 2 +String values distribution: + 'PRODUCT': 312 (94.8%) + 'SPOTLIGHT_VIDEO': 17 (5.2%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 88,917/52,094,224 (0.2%) +Types: bool:88,917 +Booleans: true:0 (0.0%), false:88,917 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 88,917/52,094,224 (0.2%) +Types: NoneType:88,917 +Null/Empty: null:88,917 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 88,917/52,094,224 (0.2%) +Types: NoneType:88,917 +Null/Empty: null:88,917 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 88,917/52,094,224 (0.2%) +Types: NoneType:88,917 +Null/Empty: null:88,917 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 88,917/52,094,224 (0.2%) +Types: bool:88,917 +Booleans: true:88,917 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 88,917/52,094,224 (0.2%) +Types: NoneType:88,917 +Null/Empty: null:88,917 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 88,917/52,094,224 (0.2%) +Types: list:88,917 +Null/Empty: empty_arr:88,917 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 88,917/52,094,224 (0.2%) +Types: NoneType:88,917 +Null/Empty: null:88,917 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 88,917/52,094,224 (0.2%) +Types: NoneType:88,917 +Null/Empty: null:88,917 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 68,677/52,094,224 (0.1%) +Types: str:68,677 +Null/Empty: empty_str:2 +String length avg: 8.8 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 22,654 (33.0%) + 'Shop Now': 11,753 (17.1%) + 'Sign Up': 9,955 (14.5%) + 'View More': 4,591 (6.7%) + 'Download': 3,925 (5.7%) + +──────────────────────────────────────────────────────────── +FIELD: previous_selftext Occurrence: 29,741/52,094,224 (0.1%) +Types: str:29,741 +Null/Empty: empty_str:374 +String length avg: 1023.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 205 (0.7%) + 'Contact me to get Iman Gadzhi - Agency Navigator b...': 18 (0.1%) + '[trade link](https://steamcommunity.com/tradeoffer...': 4 (0.0%) + '#Everything in my inventory is up for trade. The m...': 3 (0.0%) + 'Chat +447593882116 (Telegram/Whatsapp) to get Todd...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 10,866/52,094,224 (0.0%) +Types: list:10,866 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 935/52,094,224 (0.0%) +Types: str:935 +String length avg: 6.2 +Unique strings tracked: 149 +Top 5 string values: + '$35.00': 52 (5.6%) + '$70.00': 33 (3.5%) + '$30.00': 29 (3.1%) + '$120.00': 28 (3.0%) + '$45.00': 25 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 86/52,094,224 (0.0%) +Types: float:86 +Numeric values: 86 total +Numeric range: min:1,680,467,400.0, max:1,682,895,600.0, avg:1682023730.2 +Numeric std dev: 576119.5 +Unique numbers tracked: 57 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 86/52,094,224 (0.0%) +Types: bool:86 +Booleans: true:0 (0.0%), false:86 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 86/52,094,224 (0.0%) +Types: float:86 +Numeric values: 86 total +Numeric range: min:1,680,458,400.0, max:1,682,881,200.0, avg:1682010523.3 +Numeric std dev: 575078.7 +Unique numbers tracked: 57 + +──────────────────────────────────────────────────────────── +FIELD: tournament_data Occurrence: 49/52,094,224 (0.0%) +Types: dict:49 + +──────────────────────────────────────────────────────────── +FIELD: edited_on Occurrence: 1/52,094,224 (0.0%) +Types: int:1 +Numeric values: 1 total +Numeric range: min:1,682,201,999, max:1,682,201,999, avg:1682201999.0 +Unique numbers tracked: 1 +Numeric values distribution: + 1,682,201,999: 1 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2023-05.jsonl +Analysis Time: 2026-01-15 16:33:04 +================================================================================ +Processed lines: 38,450,420 +Total unique fields: 159 +Max unique values tracked per field: 1,000 +Sample size: 38,450,420 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 38,450,420/38,450,420 (100.0%) +Types: list:38,450,420 +Null/Empty: empty_arr:38,301,228 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 38,450,420/38,450,420 (100.0%) +Types: bool:38,450,420 +Booleans: true:1,534,958 (4.0%), false:36,915,462 (96.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 38,450,420/38,450,420 (100.0%) +Types: bool:38,450,420 +Booleans: true:0 (0.0%), false:38,450,420 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 38,450,420/38,450,420 (100.0%) +Types: str:38,450,420 +String length avg: 12.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 357 (0.0%) + 'AutoModerator': 89 (0.0%) + 'OwlishlyBusy': 42 (0.0%) + 'EchoJobs': 23 (0.0%) + 'RedditRelivedBot': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 38,450,420/38,450,420 (100.0%) +Types: NoneType:26,556,658, str:11,893,762 +Null/Empty: null:26,556,658, empty_str:10,277,110 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 2,999 (0.2%) + '#dadada': 966 (0.1%) + '#ff66ac': 678 (0.0%) + '#d3d6da': 653 (0.0%) + '#ea0027': 634 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 38,450,420/38,450,420 (100.0%) +Types: NoneType:37,382,660, str:1,067,760 +Null/Empty: null:37,382,660, empty_str:111,958 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 106 (0.0%) + 'green': 74 (0.0%) + 'orange': 43 (0.0%) + 'VERIFIED': 42 (0.0%) + 'a': 42 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 38,450,420/38,450,420 (100.0%) +Types: NoneType:36,472,567, str:1,977,853 +Null/Empty: null:36,472,567 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9811a942-f7ec-11e8-ba86-0e2871aefb54': 14 (0.0%) + 'f6b50a62-fe86-11ec-8e4f-06098848fbf2': 11 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 11 (0.0%) + '314a55fa-6979-11eb-8ca5-0e62e784e6d5': 11 (0.0%) + '300004a8-f8d9-11ea-b38f-0e96c35929b7': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 38,450,420/38,450,420 (100.0%) +Types: NoneType:35,987,384, str:2,463,036 +Null/Empty: null:35,987,384, empty_str:137,892 +String length avg: 16.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified': 34 (0.0%) + 'Official Bot': 20 (0.0%) + 'Mihari's Biggest Fan!': 18 (0.0%) + 'Verified Model': 13 (0.0%) + 'VERIFIED': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 38,450,420/38,450,420 (100.0%) +Types: NoneType:26,169,775, str:12,280,645 +Null/Empty: null:26,169,775, empty_str:29,222 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 11,579,288 (94.5%) + 'light': 672,135 (5.5%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 38,450,420/38,450,420 (100.0%) +Types: list:38,450,420 +Null/Empty: empty_arr:38,450,420 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 38,450,420/38,450,420 (100.0%) +Types: bool:38,450,420 +Booleans: true:28,646,443 (74.5%), false:9,803,977 (25.5%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 38,450,420/38,450,420 (100.0%) +Types: NoneType:38,448,909, str:1,511 +Null/Empty: null:38,448,909, empty_str:25 +String length avg: 13.9 +Unique strings tracked: 9 +String values distribution: + 'diy_and_crafts': 1,174 (79.0%) + 'drawing_and_painting': 141 (9.5%) + 'animals': 64 (4.3%) + 'gaming': 41 (2.8%) + 'photography': 34 (2.3%) + 'entertainment': 22 (1.5%) + 'food': 4 (0.3%) + 'videos': 3 (0.2%) + 'writing': 3 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 38,450,420/38,450,420 (100.0%) +Types: NoneType:38,274,554, list:175,866 +Null/Empty: null:38,274,554 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 38,450,420/38,450,420 (100.0%) +Types: bool:38,450,420 +Booleans: true:33,196 (0.1%), false:38,417,224 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 38,450,420/38,450,420 (100.0%) +Types: float:37,067,936, int:1,382,484 +Numeric values: 38,450,420 total +Numeric range: min:1,682,899,200.0, max:1,685,577,596.0, avg:1684240001.1 +Numeric std dev: 779727.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 38,450,420/38,450,420 (100.0%) +Types: NoneType:38,000,489, str:449,931 +Null/Empty: null:38,000,489 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 449,931 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 38,450,420/38,450,420 (100.0%) +Types: NoneType:38,399,535, str:50,885 +Null/Empty: null:38,399,535 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 50,837 (99.9%) + 'admin': 48 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 38,450,420/38,450,420 (100.0%) +Types: str:38,450,420 +Null/Empty: empty_str:9,039,764 +String length avg: 12.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 476 (0.0%) + 'i.imgur.com': 304 (0.0%) + 'reddit.com': 142 (0.0%) + 'redgifs.com': 100 (0.0%) + 'v.redd.it': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 38,450,420/38,450,420 (100.0%) +Types: bool:37,783,832, float:666,588 +Booleans: true:4,671 (0.0%), false:37,779,161 (100.0%) +Numeric values: 666,588 total +Numeric range: min:1,682,899,455.0, max:1,694,170,441.0, avg:1684338641.7 +Numeric std dev: 851379.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 38,450,420/38,450,420 (100.0%) +Types: int:38,450,420 +Numeric values: 38,450,420 total +Numeric range: min:0, max:119, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 17 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 38,450,420/38,450,420 (100.0%) +Types: dict:38,450,420 +Null/Empty: empty_obj:38,421,596 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 38,450,420/38,450,420 (100.0%) +Types: bool:38,450,420 +Booleans: true:0 (0.0%), false:38,450,420 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 38,450,420/38,450,420 (100.0%) +Types: bool:38,450,420 +Booleans: true:201,744 (0.5%), false:38,248,676 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 38,450,420/38,450,420 (100.0%) +Types: str:38,450,420 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '13472qg': 1 (0.0%) + '13472qh': 1 (0.0%) + '13472qj': 1 (0.0%) + '13472qk': 1 (0.0%) + '13472ql': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 38,450,420/38,450,420 (100.0%) +Types: bool:38,450,420 +Booleans: true:139,150 (0.4%), false:38,311,270 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 38,450,420/38,450,420 (100.0%) +Types: bool:38,450,420 +Booleans: true:21,042,823 (54.7%), false:17,407,597 (45.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 38,450,420/38,450,420 (100.0%) +Types: bool:38,450,420 +Booleans: true:36 (0.0%), false:38,450,384 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 38,450,420/38,450,420 (100.0%) +Types: bool:38,450,420 +Booleans: true:540,133 (1.4%), false:37,910,287 (98.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 38,450,420/38,450,420 (100.0%) +Types: bool:38,450,420 +Booleans: true:12,725,405 (33.1%), false:25,725,015 (66.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 38,450,420/38,450,420 (100.0%) +Types: bool:38,450,420 +Booleans: true:21,191,524 (55.1%), false:17,258,896 (44.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 38,450,420/38,450,420 (100.0%) +Types: bool:38,450,420 +Booleans: true:13,313,722 (34.6%), false:25,136,698 (65.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 38,450,420/38,450,420 (100.0%) +Types: bool:38,450,420 +Booleans: true:1,091,339 (2.8%), false:37,359,081 (97.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 38,450,420/38,450,420 (100.0%) +Types: str:38,320,642, NoneType:129,778 +Null/Empty: null:129,778, empty_str:26,920,439 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 612 (0.0%) + '#ff66ac': 551 (0.0%) + '#0079d3': 497 (0.0%) + '#ea0027': 418 (0.0%) + '#46d160': 348 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 38,450,420/38,450,420 (100.0%) +Types: NoneType:25,698,384, str:12,752,036 +Null/Empty: null:25,698,384, empty_str:8,850,895 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 161 (0.0%) + 'green': 126 (0.0%) + 'question': 110 (0.0%) + 'male': 77 (0.0%) + 'blue': 61 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 38,450,420/38,450,420 (100.0%) +Types: list:38,450,420 +Null/Empty: empty_arr:32,531,063 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 38,450,420/38,450,420 (100.0%) +Types: NoneType:24,840,615, str:13,609,805 +Null/Empty: null:24,840,615, empty_str:1,705 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 74 (0.0%) + 'Question': 43 (0.0%) + 'M4F': 18 (0.0%) + 'Unverified': 16 (0.0%) + 'Solved': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 38,450,420/38,450,420 (100.0%) +Types: str:38,444,503, NoneType:5,917 +Null/Empty: null:5,917 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 32,539,083 (84.6%) + 'light': 5,905,420 (15.4%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 38,450,420/38,450,420 (100.0%) +Types: str:38,450,420 +String length avg: 4.6 +Unique strings tracked: 2 +String values distribution: + 'text': 32,543,230 (84.6%) + 'richtext': 5,907,190 (15.4%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 38,450,420/38,450,420 (100.0%) +Types: bool:38,450,420 +Booleans: true:1,564,173 (4.1%), false:36,886,247 (95.9%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 38,450,420/38,450,420 (100.0%) +Types: NoneType:34,360,878, dict:4,089,542 +Null/Empty: null:34,360,878 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 38,450,420/38,450,420 (100.0%) +Types: dict:38,450,420 +Null/Empty: empty_obj:35,429,265 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 38,450,420/38,450,420 (100.0%) +Types: bool:38,450,420 +Booleans: true:720 (0.0%), false:38,449,700 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 38,450,420/38,450,420 (100.0%) +Types: bool:38,450,420 +Booleans: true:19,116,349 (49.7%), false:19,334,071 (50.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 38,450,420/38,450,420 (100.0%) +Types: int:38,450,420 +Numeric values: 38,450,420 total +Numeric range: min:0, max:70,136, avg:5.8 +Numeric std dev: 61.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 38,450,420/38,450,420 (100.0%) +Types: int:38,450,420 +Numeric values: 38,450,420 total +Numeric range: min:0, max:2,972, avg:0.0 +Numeric std dev: 0.8 +Unique numbers tracked: 170 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 38,450,420/38,450,420 (100.0%) +Types: bool:38,450,420 +Booleans: true:18,564,418 (48.3%), false:19,886,002 (51.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 38,450,420/38,450,420 (100.0%) +Types: NoneType:25,545,347, str:12,905,073 +Null/Empty: null:25,545,347 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 11,346,886 (87.9%) + 'some_ads': 1,557,984 (12.1%) + 'house_only': 170 (0.0%) + 'promo_all': 27 (0.0%) + 'promo_adult_nsfw': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 38,450,420/38,450,420 (100.0%) +Types: str:38,450,420 +String length avg: 67.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/BornToBeFucked/comments/13472qg/before_this_mom...': 1 (0.0%) + '/r/OldSchoolCool/comments/13472qh/do_you_yahooo/': 1 (0.0%) + '/r/Pen_Swap/comments/13472qj/may_2023_confirmed_tr...': 1 (0.0%) + '/r/DirtyChatPals/comments/13472qk/28_f4m_californi...': 1 (0.0%) + '/r/every15min/comments/13472ql/currently_its_april...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 38,450,420/38,450,420 (100.0%) +Types: bool:38,450,420 +Booleans: true:0 (0.0%), false:38,450,420 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 38,450,420/38,450,420 (100.0%) +Types: NoneType:25,545,347, int:12,905,073 +Null/Empty: null:25,545,347 +Numeric values: 12,905,073 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 11,346,886 (87.9%) + 7: 1,557,984 (12.1%) + 1: 170 (0.0%) + 5: 27 (0.0%) + 3: 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 38,450,420/38,450,420 (100.0%) +Types: bool:38,450,420 +Booleans: true:2,247 (0.0%), false:38,448,173 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 38,450,420/38,450,420 (100.0%) +Types: NoneType:38,450,420 +Null/Empty: null:38,450,420 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 38,450,420/38,450,420 (100.0%) +Types: NoneType:21,273,508, str:17,176,912 +Null/Empty: null:21,273,508 +String length avg: 7.4 +Unique strings tracked: 9 +String values distribution: + 'deleted': 8,948,985 (52.1%) + 'moderator': 4,222,679 (24.6%) + 'reddit': 3,731,520 (21.7%) + 'automod_filtered': 150,941 (0.9%) + 'content_takedown': 75,307 (0.4%) + 'copyright_takedown': 28,273 (0.2%) + 'author': 19,119 (0.1%) + 'community_ops': 73 (0.0%) + 'anti_evil_ops': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 38,450,420/38,450,420 (100.0%) +Types: int:38,450,420 +Numeric values: 38,450,420 total +Numeric range: min:1,682,899,210, max:1,694,242,868, avg:1687570211.8 +Numeric std dev: 514678.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 38,450,420/38,450,420 (100.0%) +Types: int:38,450,420 +Numeric values: 38,450,420 total +Numeric range: min:0, max:179,210, avg:43.5 +Numeric std dev: 602.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 38,450,420/38,450,420 (100.0%) +Types: NoneType:34,360,878, dict:4,089,542 +Null/Empty: null:34,360,878 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 38,450,420/38,450,420 (100.0%) +Types: dict:38,450,420 +Null/Empty: empty_obj:35,429,265 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 38,450,420/38,450,420 (100.0%) +Types: str:38,450,420 +Null/Empty: empty_str:19,687,338 +String length avg: 232.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 617 (0.0%) + '[removed]': 612 (0.0%) + 'Im a busty blonde girl with german roots looking t...': 11 (0.0%) + 'I'm seeking a Personal & Business Assistant with J...': 8 (0.0%) + 'I'm writing this down because I'm still shaking fr...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 38,450,420/38,450,420 (100.0%) +Types: bool:38,450,420 +Booleans: true:35,566,855 (92.5%), false:2,883,565 (7.5%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 38,450,420/38,450,420 (100.0%) +Types: bool:38,450,420 +Booleans: true:436,287 (1.1%), false:38,014,133 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 38,450,420/38,450,420 (100.0%) +Types: bool:38,450,420 +Booleans: true:95,622 (0.2%), false:38,354,798 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 38,450,420/38,450,420 (100.0%) +Types: str:38,450,420 +String length avg: 11.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'RedditRelived': 11 (0.0%) + 'wichsenperversextrem': 10 (0.0%) + 'cuckik_goonn': 7 (0.0%) + '9vozonlyfans': 6 (0.0%) + 'linuxupskillchallenge': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 38,450,420/38,450,420 (100.0%) +Types: str:38,450,420 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_5setsi': 11 (0.0%) + 't5_87z2oa': 10 (0.0%) + 't5_8bjdj5': 7 (0.0%) + 't5_8bjxgx': 6 (0.0%) + 't5_2e5iew': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 38,450,420/38,450,420 (100.0%) +Types: str:38,450,420 +String length avg: 13.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/RedditRelived': 11 (0.0%) + 'r/wichsenperversextrem': 10 (0.0%) + 'r/cuckik_goonn': 7 (0.0%) + 'r/9vozonlyfans': 6 (0.0%) + 'r/linuxupskillchallenge': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 38,450,420/38,450,420 (100.0%) +Types: int:38,450,420 +Numeric values: 38,450,420 total +Numeric range: min:-663, max:50,123,173, avg:881917.0 +Numeric std dev: 4205907.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 38,450,420/38,450,420 (100.0%) +Types: str:38,450,420 +String length avg: 6.2 +Unique strings tracked: 5 +String values distribution: + 'public': 33,626,116 (87.5%) + 'restricted': 2,690,529 (7.0%) + 'user': 2,118,581 (5.5%) + 'archived': 15,193 (0.0%) + 'private': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 38,450,420/38,450,420 (100.0%) +Types: NoneType:30,788,862, str:7,661,558 +Null/Empty: null:30,788,862 +String length avg: 4.4 +Unique strings tracked: 8 +String values distribution: + 'new': 2,272,759 (29.7%) + 'qa': 2,095,102 (27.3%) + 'confidence': 1,811,944 (23.6%) + 'top': 1,027,790 (13.4%) + 'old': 415,506 (5.4%) + 'controversial': 26,801 (0.3%) + 'live': 9,193 (0.1%) + 'random': 2,463 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 38,450,420/38,450,420 (100.0%) +Types: str:38,450,420 +Null/Empty: empty_str:1,857 +String length avg: 20.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,535 (0.0%) + 'nsfw': 1,702 (0.0%) + 'self': 1,000 (0.0%) + 'image': 28 (0.0%) + 'spoiler': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 38,450,420/38,450,420 (100.0%) +Types: str:38,450,420 +String length avg: 50.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '20 [F4M] Im looking for men to make content with f...': 34 (0.0%) + '😈': 30 (0.0%) + 'Hiii 🥰 28F life long fetishist here making custom ...': 4 (0.0%) + 'have a playful weekend 🐰': 3 (0.0%) + '22[f4m]i’m down for meetup ,sexting. pls add my sn...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 38,450,420/38,450,420 (100.0%) +Types: NoneType:38,450,257, str:163 +Null/Empty: null:38,450,257 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'INACTIVE': 163 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 38,450,420/38,450,420 (100.0%) +Types: int:38,450,420 +Numeric values: 38,450,420 total +Numeric range: min:0, max:591, avg:0.0 +Numeric std dev: 0.2 +Unique numbers tracked: 63 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 38,450,420/38,450,420 (100.0%) +Types: list:38,450,420 +Null/Empty: empty_arr:38,450,357 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 38,450,420/38,450,420 (100.0%) +Types: float:38,450,420 +Numeric values: 38,450,420 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 38,450,420/38,450,420 (100.0%) +Types: str:38,450,420 +Null/Empty: empty_str:9,039,870 +String length avg: 60.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/GcQIyp3.jpg': 4 (0.0%) + 'https://www.redgifs.com/watch/comfortableunrealist...': 3 (0.0%) + 'https://youtu.be/S6f6wWbvQSk': 2 (0.0%) + 'https://i.imgur.com/H1bXMgT.gifv': 2 (0.0%) + 'https://youtube.com/watch?v=URkwVPmCQv8&feature=sh...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 38,450,420/38,450,420 (100.0%) +Types: NoneType:38,450,420 +Null/Empty: null:38,450,420 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 38,450,420/38,450,420 (100.0%) +Types: NoneType:25,545,347, str:12,905,073 +Null/Empty: null:25,545,347 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 11,346,873 (87.9%) + 'some_ads': 1,557,972 (12.1%) + 'house_only': 170 (0.0%) + 'promo_adult_nsfw': 31 (0.0%) + 'promo_all': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 38,450,420/38,450,420 (100.0%) +Types: NoneType:25,545,347, int:12,905,073 +Null/Empty: null:25,545,347 +Numeric values: 12,905,073 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 11,346,873 (87.9%) + 7: 1,557,972 (12.1%) + 1: 170 (0.0%) + 3: 31 (0.0%) + 5: 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 38,448,563/38,450,420 (100.0%) +Types: int:24,597,205, NoneType:13,851,358 +Null/Empty: null:13,851,358 +Numeric values: 24,597,205 total +Numeric range: min:0, max:140, avg:123.8 +Numeric std dev: 25.7 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 38,448,563/38,450,420 (100.0%) +Types: int:24,597,205, NoneType:13,851,358 +Null/Empty: null:13,851,358 +Numeric values: 24,597,205 total +Numeric range: min:0, max:140, avg:139.9 +Numeric std dev: 2.7 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 37,521,328/38,450,420 (97.6%) +Types: float:37,521,328 +Numeric values: 37,521,328 total +Numeric range: min:1,682,899,200.0, max:1,685,577,596.0, avg:1684242753.0 +Numeric std dev: 776764.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 37,521,328/38,450,420 (97.6%) +Types: str:37,521,328 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_13472qg': 1 (0.0%) + 't3_13472qh': 1 (0.0%) + 't3_13472qj': 1 (0.0%) + 't3_13472qk': 1 (0.0%) + 't3_13472ql': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 37,483,625/38,450,420 (97.5%) +Types: int:37,483,625 +Numeric values: 37,483,625 total +Numeric range: min:0, max:179,210, avg:44.4 +Numeric std dev: 609.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 37,069,735/38,450,420 (96.4%) +Types: NoneType:36,969,291, str:100,444 +Null/Empty: null:36,969,291 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 100,444 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 37,067,936/38,450,420 (96.4%) +Types: NoneType:37,067,936 +Null/Empty: null:37,067,936 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 37,067,936/38,450,420 (96.4%) +Types: NoneType:37,067,936 +Null/Empty: null:37,067,936 + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 37,067,936/38,450,420 (96.4%) +Types: bool:37,067,936 +Booleans: true:0 (0.0%), false:37,067,936 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 37,067,936/38,450,420 (96.4%) +Types: NoneType:37,067,936 +Null/Empty: null:37,067,936 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 37,067,936/38,450,420 (96.4%) +Types: NoneType:37,067,936 +Null/Empty: null:37,067,936 + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 37,067,936/38,450,420 (96.4%) +Types: bool:37,067,936 +Booleans: true:0 (0.0%), false:37,067,936 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 37,067,936/38,450,420 (96.4%) +Types: bool:37,067,936 +Booleans: true:0 (0.0%), false:37,067,936 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 37,067,936/38,450,420 (96.4%) +Types: int:37,067,936 +Numeric values: 37,067,936 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 37,067,936 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 37,067,936/38,450,420 (96.4%) +Types: NoneType:37,067,936 +Null/Empty: null:37,067,936 + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 37,067,936/38,450,420 (96.4%) +Types: NoneType:37,067,936 +Null/Empty: null:37,067,936 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 37,067,936/38,450,420 (96.4%) +Types: NoneType:37,067,936 +Null/Empty: null:37,067,936 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 37,067,936/38,450,420 (96.4%) +Types: NoneType:37,067,936 +Null/Empty: null:37,067,936 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 37,067,936/38,450,420 (96.4%) +Types: list:37,067,936 +Null/Empty: empty_arr:37,067,936 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 37,067,936/38,450,420 (96.4%) +Types: int:37,067,936 +Numeric values: 37,067,936 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 37,067,936 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 37,067,936/38,450,420 (96.4%) +Types: list:37,067,936 +Null/Empty: empty_arr:37,067,936 + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 37,067,936/38,450,420 (96.4%) +Types: bool:37,067,936 +Booleans: true:0 (0.0%), false:37,067,936 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 37,067,936/38,450,420 (96.4%) +Types: list:37,067,936 +Null/Empty: empty_arr:37,067,936 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 37,067,936/38,450,420 (96.4%) +Types: bool:37,067,936 +Booleans: true:0 (0.0%), false:37,067,936 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 28,673,469/38,450,420 (74.6%) +Types: list:28,673,469 +Null/Empty: empty_arr:27,396,043 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 28,673,469/38,450,420 (74.6%) +Types: str:28,673,469 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 27,396,089 (95.5%) + 'richtext': 1,277,380 (4.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 28,673,469/38,450,420 (74.6%) +Types: str:28,673,469 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 89 (0.0%) + 't2_tvndjkcf': 42 (0.0%) + 't2_ox6r7kz9': 23 (0.0%) + 't2_jano7l08': 11 (0.0%) + 't2_tvnm7dv1': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 28,673,469/38,450,420 (74.6%) +Types: bool:28,673,469 +Booleans: true:0 (0.0%), false:28,673,469 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 28,673,469/38,450,420 (74.6%) +Types: bool:28,673,469 +Booleans: true:968,008 (3.4%), false:27,705,461 (96.6%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 25,136,505/38,450,420 (65.4%) +Types: str:25,136,505 +Null/Empty: empty_str:5,713,104 +String length avg: 44.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/GcQIyp3.jpg': 5 (0.0%) + 'https://www.freestylefootwear.com/products/texture...': 5 (0.0%) + 'https://www.freestylefootwear.com/products/bona-do...': 5 (0.0%) + 'https://i.imgur.com/yfIYlDd.gifv': 4 (0.0%) + 'https://imgur.com/a/6yLsWew': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 12,968,570/38,450,420 (33.7%) +Types: str:12,968,570 +String length avg: 5.8 +Unique strings tracked: 7 +String values distribution: + 'image': 7,669,765 (59.1%) + 'link': 2,223,586 (17.1%) + 'rich:video': 1,513,329 (11.7%) + 'self': 815,378 (6.3%) + 'hosted:video': 745,908 (5.8%) + 'video': 429 (0.0%) + 'gallery': 175 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 12,968,570/38,450,420 (33.7%) +Types: dict:12,968,570 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 12,840,158/38,450,420 (33.4%) +Types: str:12,840,158 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'd897238a-545a-11eb-8db1-0e23163a9deb': 12 (0.0%) + 'c6b34c40-84e0-11ec-b707-e6231f3e69f5': 11 (0.0%) + 'a49b2aa2-1bdd-11e4-90d5-12313b0eb482': 10 (0.0%) + '86e87e96-ce66-11ea-b671-0eb29aef81b9': 10 (0.0%) + 'e3937af4-545a-11eb-a4f9-0e85c04e87bb': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 3,261,746/38,450,420 (8.5%) +Types: dict:1,870,554, NoneType:1,391,192 +Null/Empty: null:1,391,192, empty_obj:210 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 2,780,584/38,450,420 (7.2%) +Types: dict:1,518,409, NoneType:1,262,175 +Null/Empty: null:1,262,175 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 2,780,584/38,450,420 (7.2%) +Types: bool:2,780,584 +Booleans: true:2,780,584 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,703,383/38,450,420 (4.4%) +Types: str:1,703,383 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1346yq3': 25 (0.0%) + 't3_13474pm': 18 (0.0%) + 't3_13471do': 17 (0.0%) + 't3_13478if': 13 (0.0%) + 't3_1347513': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,703,383/38,450,420 (4.4%) +Types: list:1,703,383 +Null/Empty: empty_arr:237,555 + +──────────────────────────────────────────────────────────── +FIELD: updated_on Occurrence: 1,383,429/38,450,420 (3.6%) +Types: int:1,383,429 +Numeric values: 1,383,429 total +Numeric range: min:1,682,899,211, max:1,687,584,584, avg:1686123354.1 +Numeric std dev: 1216191.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 139,150/38,450,420 (0.4%) +Types: NoneType:139,120, list:30 +Null/Empty: null:139,120 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 139,150/38,450,420 (0.4%) +Types: NoneType:132,211, str:6,939 +Null/Empty: null:132,211 +String length avg: 52.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Taxes & Restrictions Apply': 197 (2.8%) + '90% of users say Grammarly helps them edit their w...': 58 (0.8%) + 'Rated Excellent on Trustpilot, est 1992.': 41 (0.6%) + 'Sign up today using code REDDIT50': 40 (0.6%) + 'InsureShield® Shipping Insurance': 38 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 139,150/38,450,420 (0.4%) +Types: NoneType:139,150 +Null/Empty: null:139,150 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 139,150/38,450,420 (0.4%) +Types: NoneType:139,150 +Null/Empty: null:139,150 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 139,150/38,450,420 (0.4%) +Types: NoneType:139,150 +Null/Empty: null:139,150 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 139,150/38,450,420 (0.4%) +Types: str:134,214, NoneType:4,936 +Null/Empty: null:4,936 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_jyms1ejh': 630 (0.5%) + 't2_jyoztx11': 619 (0.5%) + 't2_tnjwypik': 176 (0.1%) + 't2_tnk0sxl7': 172 (0.1%) + 't2_25usvnh7': 71 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 139,150/38,450,420 (0.4%) +Types: NoneType:139,150 +Null/Empty: null:139,150 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 139,150/38,450,420 (0.4%) +Types: str:121,706, NoneType:17,444 +Null/Empty: null:17,444, empty_str:49 +String length avg: 15.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 493 (0.4%) + 'ads.reddit.com': 378 (0.3%) + 'https://www.peacocktv.com/dr/bupkis': 370 (0.3%) + 'apps.apple.com': 151 (0.1%) + 'play.google.com': 140 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 139,150/38,450,420 (0.4%) +Types: NoneType:139,140, str:10 +Null/Empty: null:139,140 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 10 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 139,150/38,450,420 (0.4%) +Types: NoneType:139,140, str:10 +Null/Empty: null:139,140 +String length avg: 43.6 +Unique strings tracked: 7 +String values distribution: + 'https://www.redditforbusiness.com/advertise': 4 (40.0%) + 'https://www.youtube.com/watch?v=fVW8-px4Ufw': 1 (10.0%) + 'https://reddit.atlassian.net/browse/CAM-4056': 1 (10.0%) + 'https://en.wikipedia.org/wiki/Cat#Evolution': 1 (10.0%) + 'https://www.bellabora.com/': 1 (10.0%) + 'https://info.xvoucher.com/xvoucher-partners-with-c...': 1 (10.0%) + 'https://www.telus.com': 1 (10.0%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 139,150/38,450,420 (0.4%) +Types: list:139,150 +Null/Empty: empty_arr:139,150 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 139,150/38,450,420 (0.4%) +Types: list:139,150 +Null/Empty: empty_arr:139,150 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 139,150/38,450,420 (0.4%) +Types: str:139,150 +String length avg: 79.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.reddit.com/': 116 (0.1%) + 'https://www.webacy.com/wallet-watch?utm_source=red...': 50 (0.0%) + 'https://www.vwsouthtowne.com/?utm_source=ifocus&ut...': 50 (0.0%) + 'https://play.google.com/store/apps/details?id=com....': 47 (0.0%) + 'https://www.shapeways.com/marketplace/miniatures/s...': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 139,150/38,450,420 (0.4%) +Types: NoneType:139,150 +Null/Empty: null:139,150 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 139,150/38,450,420 (0.4%) +Types: NoneType:139,150 +Null/Empty: null:139,150 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 139,150/38,450,420 (0.4%) +Types: bool:139,150 +Booleans: true:0 (0.0%), false:139,150 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 139,150/38,450,420 (0.4%) +Types: bool:139,150 +Booleans: true:0 (0.0%), false:139,150 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 139,150/38,450,420 (0.4%) +Types: str:139,150 +Null/Empty: empty_str:45,569 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/lpolQgtzLDAb...': 53 (0.1%) + 'https://reddit-image.s3.amazonaws.com/6Nn9ZnnBW1QY...': 52 (0.1%) + 'https://reddit-image.s3.amazonaws.com/iFImr6APhx1Y...': 18 (0.0%) + 'https://reddit-image.s3.amazonaws.com/_xOM22u1x2PY...': 12 (0.0%) + 'https://reddit-image.s3.amazonaws.com/L4_F99WzQtU8...': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 139,150/38,450,420 (0.4%) +Types: NoneType:139,150 +Null/Empty: null:139,150 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 139,150/38,450,420 (0.4%) +Types: dict:139,150 +Null/Empty: empty_obj:139,150 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 139,150/38,450,420 (0.4%) +Types: NoneType:139,150 +Null/Empty: null:139,150 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 139,150/38,450,420 (0.4%) +Types: list:139,150 +Null/Empty: empty_arr:139,150 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 139,150/38,450,420 (0.4%) +Types: NoneType:138,685, str:465 +Null/Empty: null:138,685 +String length avg: 7.3 +Unique strings tracked: 2 +String values distribution: + 'PRODUCT': 449 (96.6%) + 'SPOTLIGHT_VIDEO': 16 (3.4%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 139,150/38,450,420 (0.4%) +Types: bool:139,150 +Booleans: true:0 (0.0%), false:139,150 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 139,150/38,450,420 (0.4%) +Types: NoneType:139,150 +Null/Empty: null:139,150 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 139,150/38,450,420 (0.4%) +Types: NoneType:139,150 +Null/Empty: null:139,150 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 139,150/38,450,420 (0.4%) +Types: NoneType:139,150 +Null/Empty: null:139,150 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 139,150/38,450,420 (0.4%) +Types: bool:139,150 +Booleans: true:139,150 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 139,150/38,450,420 (0.4%) +Types: NoneType:139,150 +Null/Empty: null:139,150 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 139,150/38,450,420 (0.4%) +Types: list:139,150 +Null/Empty: empty_arr:139,150 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 139,150/38,450,420 (0.4%) +Types: NoneType:139,150 +Null/Empty: null:139,150 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 139,150/38,450,420 (0.4%) +Types: NoneType:139,150 +Null/Empty: null:139,150 + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 124,287/38,450,420 (0.3%) +Types: dict:90,726, NoneType:33,561 +Null/Empty: null:33,561 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 113,636/38,450,420 (0.3%) +Types: str:113,636 +Null/Empty: empty_str:1 +String length avg: 8.8 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 31,101 (27.4%) + 'Download': 19,317 (17.0%) + 'View More': 17,909 (15.8%) + 'Shop Now': 14,978 (13.2%) + 'Sign Up': 12,368 (10.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 96,858/38,450,420 (0.3%) +Types: bool:96,858 +Booleans: true:96,858 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited_on Occurrence: 15,221/38,450,420 (0.0%) +Types: int:15,221 +Numeric values: 15,221 total +Numeric range: min:1,682,961,465, max:1,686,504,945, avg:1684327817.4 +Numeric std dev: 784308.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: previous_selftext Occurrence: 13,508/38,450,420 (0.0%) +Types: str:13,508 +Null/Empty: empty_str:15 +String length avg: 1686.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 106 (0.8%) + 'Contact me to get Iman Gadzhi - Agency Navigator b...': 11 (0.1%) + '**Hello everyone, Have some items up for trade** + +...': 6 (0.0%) + '**Hi dear friends, everything in my inventory is u...': 6 (0.0%) + '#Everything in my inventory is up for trade. The m...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 10,205/38,450,420 (0.0%) +Types: list:10,205 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 2,281/38,450,420 (0.0%) +Types: str:2,281 +String length avg: 6.2 +Unique strings tracked: 380 +Top 5 string values: + '$41.50': 264 (11.6%) + '$40.00': 128 (5.6%) + '$73.25': 114 (5.0%) + '$74.50': 113 (5.0%) + '$9999.00': 109 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 150/38,450,420 (0.0%) +Types: float:150 +Numeric values: 150 total +Numeric range: min:1,682,978,400.0, max:1,685,919,600.0, avg:1684333740.0 +Numeric std dev: 865654.9 +Unique numbers tracked: 103 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 150/38,450,420 (0.0%) +Types: bool:150 +Booleans: true:0 (0.0%), false:150 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 150/38,450,420 (0.0%) +Types: float:150 +Numeric values: 150 total +Numeric range: min:1,682,964,000.0, max:1,685,905,200.0, avg:1684320168.0 +Numeric std dev: 865628.3 +Unique numbers tracked: 102 + +──────────────────────────────────────────────────────────── +FIELD: tournament_data Occurrence: 3/38,450,420 (0.0%) +Types: dict:3 + +================================================================================ + +================================================================================ +FILE: RS_2023-06.jsonl +Analysis Time: 2026-01-15 18:12:34 +================================================================================ +Processed lines: 42,820,922 +Total unique fields: 158 +Max unique values tracked per field: 1,000 +Sample size: 42,820,922 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 42,820,922/42,820,922 (100.0%) +Types: list:42,820,922 +Null/Empty: empty_arr:42,697,303 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 42,820,922/42,820,922 (100.0%) +Types: bool:42,820,922 +Booleans: true:1,737,700 (4.1%), false:41,083,222 (95.9%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 42,820,922/42,820,922 (100.0%) +Types: bool:42,820,922 +Booleans: true:0 (0.0%), false:42,820,922 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 42,820,922/42,820,922 (100.0%) +Types: str:42,820,922 +String length avg: 13.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 333 (0.0%) + 'AutoModerator': 66 (0.0%) + 'EchoJobs': 25 (0.0%) + 'sharewithme': 15 (0.0%) + 'ai_jobs': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 42,820,922/42,820,922 (100.0%) +Types: NoneType:35,941,911, str:6,879,011 +Null/Empty: null:35,941,911, empty_str:5,185,900 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 2,672 (0.2%) + '#dadada': 930 (0.1%) + '#ff66ac': 717 (0.0%) + '#ea0027': 521 (0.0%) + '#373c3f': 472 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 42,820,922/42,820,922 (100.0%) +Types: NoneType:41,722,360, str:1,098,562 +Null/Empty: null:41,722,360, empty_str:122,038 +String length avg: 7.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'team-harmony': 99 (0.0%) + 'default': 89 (0.0%) + 'verified': 50 (0.0%) + 'green': 47 (0.0%) + 'VERIFIED': 46 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 42,820,922/42,820,922 (100.0%) +Types: NoneType:40,781,838, str:2,039,084 +Null/Empty: null:40,781,838 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 33 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 14 (0.0%) + '1eca8cc4-ed77-11eb-8729-0a8108b07139': 13 (0.0%) + 'f1c6dad0-9bc7-11e1-83d5-12313b088941': 12 (0.0%) + 'f6b50a62-fe86-11ec-8e4f-06098848fbf2': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 42,820,922/42,820,922 (100.0%) +Types: NoneType:40,285,099, str:2,535,823 +Null/Empty: null:40,285,099, empty_str:139,440 +String length avg: 16.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'FC: Trainer name: ': 26 (0.0%) + 'Verified': 22 (0.0%) + 'Verified Model': 14 (0.0%) + 'Moderator': 14 (0.0%) + 'VERIFIED': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 42,820,922/42,820,922 (100.0%) +Types: NoneType:32,878,112, str:9,942,810 +Null/Empty: null:32,878,112, empty_str:24,947 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 9,251,850 (93.3%) + 'light': 666,013 (6.7%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 42,820,922/42,820,922 (100.0%) +Types: list:42,820,922 +Null/Empty: empty_arr:42,820,922 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 42,820,922/42,820,922 (100.0%) +Types: bool:42,820,922 +Booleans: true:35,293,568 (82.4%), false:7,527,354 (17.6%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 42,820,922/42,820,922 (100.0%) +Types: NoneType:42,820,364, str:558 +Null/Empty: null:42,820,364, empty_str:6 +String length avg: 13.5 +Unique strings tracked: 10 +String values distribution: + 'diy_and_crafts': 351 (63.6%) + 'drawing_and_painting': 78 (14.1%) + 'gaming': 40 (7.2%) + 'animals': 32 (5.8%) + 'entertainment': 21 (3.8%) + 'photography': 18 (3.3%) + 'videos': 4 (0.7%) + 'writing': 4 (0.7%) + 'food': 2 (0.4%) + 'music': 2 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 42,820,922/42,820,922 (100.0%) +Types: NoneType:42,690,561, list:130,361 +Null/Empty: null:42,690,561 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 42,820,922/42,820,922 (100.0%) +Types: bool:42,820,922 +Booleans: true:31,893 (0.1%), false:42,789,029 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 42,820,922/42,820,922 (100.0%) +Types: float:41,196,983, int:1,623,939 +Numeric values: 42,820,922 total +Numeric range: min:1,685,577,600.0, max:1,688,169,599.0, avg:1686875618.1 +Numeric std dev: 754267.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 42,820,922/42,820,922 (100.0%) +Types: NoneType:42,015,664, str:805,258 +Null/Empty: null:42,015,664 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 805,258 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 42,820,922/42,820,922 (100.0%) +Types: NoneType:42,754,601, str:66,321 +Null/Empty: null:42,754,601 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 66,288 (100.0%) + 'admin': 33 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 42,820,922/42,820,922 (100.0%) +Types: str:42,820,922 +Null/Empty: empty_str:4,373,594 +String length avg: 15.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 649 (0.0%) + 'reddit.com': 174 (0.0%) + 'redgifs.com': 103 (0.0%) + 'i.imgur.com': 91 (0.0%) + 'v.redd.it': 66 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 42,820,922/42,820,922 (100.0%) +Types: bool:42,218,728, float:602,194 +Booleans: true:1,204 (0.0%), false:42,217,524 (100.0%) +Numeric values: 602,194 total +Numeric range: min:1,685,577,932.0, max:1,694,067,746.0, avg:1686888500.6 +Numeric std dev: 752475.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 42,820,922/42,820,922 (100.0%) +Types: int:42,820,922 +Numeric values: 42,820,922 total +Numeric range: min:0, max:339, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 25 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 42,820,922/42,820,922 (100.0%) +Types: dict:42,820,922 +Null/Empty: empty_obj:42,797,331 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 42,820,922/42,820,922 (100.0%) +Types: bool:42,820,922 +Booleans: true:0 (0.0%), false:42,820,922 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 42,820,922/42,820,922 (100.0%) +Types: bool:42,820,922 +Booleans: true:2,708,339 (6.3%), false:40,112,583 (93.7%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 42,820,922/42,820,922 (100.0%) +Types: str:42,820,922 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '13x2h8x': 1 (0.0%) + '13x2h90': 1 (0.0%) + '13x2h91': 1 (0.0%) + '13x2h92': 1 (0.0%) + '13x2h93': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 42,820,922/42,820,922 (100.0%) +Types: bool:42,820,922 +Booleans: true:1,410,189 (3.3%), false:41,410,733 (96.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 42,820,922/42,820,922 (100.0%) +Types: bool:42,820,922 +Booleans: true:25,608,833 (59.8%), false:17,212,089 (40.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 42,820,922/42,820,922 (100.0%) +Types: bool:42,820,922 +Booleans: true:36 (0.0%), false:42,820,886 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 42,820,922/42,820,922 (100.0%) +Types: bool:42,820,922 +Booleans: true:376,559 (0.9%), false:42,444,363 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 42,820,922/42,820,922 (100.0%) +Types: bool:42,820,922 +Booleans: true:13,797,919 (32.2%), false:29,023,003 (67.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 42,820,922/42,820,922 (100.0%) +Types: bool:42,820,922 +Booleans: true:27,039,044 (63.1%), false:15,781,878 (36.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 42,820,922/42,820,922 (100.0%) +Types: bool:42,820,922 +Booleans: true:14,995,683 (35.0%), false:27,825,239 (65.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 42,820,922/42,820,922 (100.0%) +Types: bool:42,820,922 +Booleans: true:2,333,064 (5.4%), false:40,487,858 (94.6%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 42,820,922/42,820,922 (100.0%) +Types: str:42,681,299, NoneType:139,623 +Null/Empty: null:139,623, empty_str:31,684,169 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 600 (0.0%) + '#0079d3': 509 (0.0%) + '#ff66ac': 465 (0.0%) + '#ea0027': 413 (0.0%) + '#7193ff': 332 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 42,820,922/42,820,922 (100.0%) +Types: NoneType:30,739,394, str:12,081,528 +Null/Empty: null:30,739,394, empty_str:8,636,505 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 164 (0.0%) + 'question': 108 (0.0%) + 'male': 69 (0.0%) + 'blue': 49 (0.0%) + 'help': 37 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 42,820,922/42,820,922 (100.0%) +Types: list:42,820,922 +Null/Empty: empty_arr:37,321,841 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 42,820,922/42,820,922 (100.0%) +Types: NoneType:29,842,728, str:12,978,194 +Null/Empty: null:29,842,728, empty_str:1,722 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Question': 70 (0.0%) + 'Discussion': 57 (0.0%) + 'Unverified': 15 (0.0%) + 'Original Content': 15 (0.0%) + 'male': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 42,820,922/42,820,922 (100.0%) +Types: str:42,817,496, NoneType:3,426 +Null/Empty: null:3,426 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 37,062,955 (86.6%) + 'light': 5,754,541 (13.4%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 42,820,922/42,820,922 (100.0%) +Types: str:42,820,922 +String length avg: 4.5 +Unique strings tracked: 2 +String values distribution: + 'text': 37,329,124 (87.2%) + 'richtext': 5,491,798 (12.8%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 42,820,922/42,820,922 (100.0%) +Types: bool:42,820,922 +Booleans: true:1,603,272 (3.7%), false:41,217,650 (96.3%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 42,820,922/42,820,922 (100.0%) +Types: NoneType:39,119,656, dict:3,701,266 +Null/Empty: null:39,119,656 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 42,820,922/42,820,922 (100.0%) +Types: dict:42,820,922 +Null/Empty: empty_obj:40,120,045 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 42,820,922/42,820,922 (100.0%) +Types: bool:42,820,922 +Booleans: true:627 (0.0%), false:42,820,295 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 42,820,922/42,820,922 (100.0%) +Types: bool:42,820,922 +Booleans: true:24,119,579 (56.3%), false:18,701,343 (43.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 42,820,922/42,820,922 (100.0%) +Types: int:42,820,922 +Numeric values: 42,820,922 total +Numeric range: min:0, max:41,714, avg:4.8 +Numeric std dev: 52.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 42,820,922/42,820,922 (100.0%) +Types: int:42,820,922 +Numeric values: 42,820,922 total +Numeric range: min:0, max:1,755, avg:0.0 +Numeric std dev: 0.6 +Unique numbers tracked: 168 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 42,820,922/42,820,922 (100.0%) +Types: bool:42,820,922 +Booleans: true:21,169,845 (49.4%), false:21,651,077 (50.6%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 42,820,922/42,820,922 (100.0%) +Types: NoneType:30,717,838, str:12,103,084 +Null/Empty: null:30,717,838 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 10,591,656 (87.5%) + 'some_ads': 1,510,959 (12.5%) + 'house_only': 453 (0.0%) + 'promo_adult_nsfw': 8 (0.0%) + 'promo_all': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 42,820,922/42,820,922 (100.0%) +Types: str:42,820,922 +String length avg: 68.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/MeowMeowUwU/comments/13x2h8x/describe_my_riding...': 1 (0.0%) + '/r/Freemoneyoffers/comments/13x2h90/rakuten_referr...': 1 (0.0%) + '/r/kpopforsale/comments/13x2h91/wtb_snsd_jessicas_...': 1 (0.0%) + '/r/every15min/comments/13x2h92/currently_its_may_3...': 1 (0.0%) + '/r/Yarnswap/comments/13x2h93/june_2023_confirmed_t...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 42,820,922/42,820,922 (100.0%) +Types: bool:42,820,922 +Booleans: true:0 (0.0%), false:42,820,922 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 42,820,922/42,820,922 (100.0%) +Types: NoneType:30,717,838, int:12,103,084 +Null/Empty: null:30,717,838 +Numeric values: 12,103,084 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 10,591,656 (87.5%) + 7: 1,510,959 (12.5%) + 1: 453 (0.0%) + 3: 8 (0.0%) + 5: 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 42,820,922/42,820,922 (100.0%) +Types: bool:42,820,922 +Booleans: true:1,931 (0.0%), false:42,818,991 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 42,820,922/42,820,922 (100.0%) +Types: NoneType:42,820,922 +Null/Empty: null:42,820,922 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 42,820,922/42,820,922 (100.0%) +Types: NoneType:27,060,609, str:15,760,313 +Null/Empty: null:27,060,609 +String length avg: 7.5 +Unique strings tracked: 9 +String values distribution: + 'deleted': 7,134,578 (45.3%) + 'moderator': 4,275,798 (27.1%) + 'reddit': 4,044,295 (25.7%) + 'automod_filtered': 212,111 (1.3%) + 'content_takedown': 70,132 (0.4%) + 'author': 17,362 (0.1%) + 'copyright_takedown': 5,957 (0.0%) + 'community_ops': 62 (0.0%) + 'anti_evil_ops': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 42,820,922/42,820,922 (100.0%) +Types: int:42,820,922 +Numeric values: 42,820,922 total +Numeric range: min:1,686,344,645, max:1,694,638,118, avg:1687576102.1 +Numeric std dev: 388468.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 42,820,922/42,820,922 (100.0%) +Types: int:42,820,922 +Numeric values: 42,820,922 total +Numeric range: min:0, max:216,703, avg:31.3 +Numeric std dev: 469.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 42,820,922/42,820,922 (100.0%) +Types: NoneType:39,119,656, dict:3,701,266 +Null/Empty: null:39,119,656 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 42,820,922/42,820,922 (100.0%) +Types: dict:42,820,922 +Null/Empty: empty_obj:40,120,045 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 42,820,922/42,820,922 (100.0%) +Types: str:42,820,922 +Null/Empty: empty_str:26,690,777 +String length avg: 324.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 616 (0.0%) + '[removed]': 584 (0.0%) + ' + +**GTA MONEY Services** + +\- PC, PS4, PS5, XBOX O...': 30 (0.0%) + ' + +**GTA MONEY Services** + +\- PC, PS4, PS5, XBOX O...': 13 (0.0%) + 'If you’re new to the community, introduce yourself...': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 42,820,922/42,820,922 (100.0%) +Types: bool:42,820,922 +Booleans: true:39,844,770 (93.0%), false:2,976,152 (7.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 42,820,922/42,820,922 (100.0%) +Types: bool:42,820,922 +Booleans: true:432,478 (1.0%), false:42,388,444 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 42,820,922/42,820,922 (100.0%) +Types: bool:42,820,922 +Booleans: true:175,156 (0.4%), false:42,645,766 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 42,820,922/42,820,922 (100.0%) +Types: str:42,820,922 +String length avg: 12.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'GaySnapchat': 8 (0.0%) + 'dirtyr4r': 7 (0.0%) + 'jerkbudsssssss': 7 (0.0%) + 'ai_ml_jobs': 6 (0.0%) + 'HALFAI2': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 42,820,922/42,820,922 (100.0%) +Types: str:42,820,922 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2yzi6': 8 (0.0%) + 't5_2vqun': 7 (0.0%) + 't5_7nqfwp': 7 (0.0%) + 't5_7o6mrb': 6 (0.0%) + 't5_8gc0e5': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 42,820,922/42,820,922 (100.0%) +Types: str:42,820,922 +String length avg: 14.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/GaySnapchat': 8 (0.0%) + 'r/dirtyr4r': 7 (0.0%) + 'r/jerkbudsssssss': 7 (0.0%) + 'r/ai_ml_jobs': 6 (0.0%) + 'r/HALFAI2': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 42,820,922/42,820,922 (100.0%) +Types: int:42,820,922 +Numeric values: 42,820,922 total +Numeric range: min:-663, max:50,303,760, avg:737600.9 +Numeric std dev: 3944469.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 42,820,922/42,820,922 (100.0%) +Types: str:42,820,922 +String length avg: 6.0 +Unique strings tracked: 5 +String values distribution: + 'public': 36,194,145 (84.5%) + 'user': 4,247,494 (9.9%) + 'restricted': 2,373,716 (5.5%) + 'archived': 5,566 (0.0%) + 'private': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 42,820,922/42,820,922 (100.0%) +Types: NoneType:34,288,127, str:8,532,795 +Null/Empty: null:34,288,127 +String length avg: 3.7 +Unique strings tracked: 8 +String values distribution: + 'qa': 3,722,204 (43.6%) + 'new': 2,316,881 (27.2%) + 'confidence': 1,386,225 (16.2%) + 'top': 827,129 (9.7%) + 'old': 257,116 (3.0%) + 'controversial': 14,172 (0.2%) + 'live': 7,380 (0.1%) + 'random': 1,688 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 42,820,922/42,820,922 (100.0%) +Types: str:42,820,922 +Null/Empty: empty_str:1,578 +String length avg: 19.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,663 (0.0%) + 'nsfw': 1,306 (0.0%) + 'self': 1,132 (0.0%) + 'image': 31 (0.0%) + 'spoiler': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 42,820,922/42,820,922 (100.0%) +Types: str:42,820,922 +Null/Empty: empty_str:3,731 +String length avg: 54.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'New Members Intro': 7 (0.0%) + 'HALF AI | 🎨🤖 #HALFAI #AI #ART [Join our Discord](h...': 6 (0.0%) + '23f and 22f threesome,we need a clean m who just w...': 3 (0.0%) + 'BREAKING: Police in the US state of Georgia have a...': 3 (0.0%) + 'Her, Angela White And Bridgette B:titty Heaven.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 42,820,922/42,820,922 (100.0%) +Types: NoneType:42,820,721, str:201 +Null/Empty: null:42,820,721 +String length avg: 7.9 +Unique strings tracked: 2 +String values distribution: + 'INACTIVE': 188 (93.5%) + 'ACTIVE': 13 (6.5%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 42,820,922/42,820,922 (100.0%) +Types: int:42,820,922 +Numeric values: 42,820,922 total +Numeric range: min:0, max:2,460, avg:0.0 +Numeric std dev: 0.4 +Unique numbers tracked: 75 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 42,820,922/42,820,922 (100.0%) +Types: list:42,820,922 +Null/Empty: empty_arr:42,820,847 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 42,820,922/42,820,922 (100.0%) +Types: float:42,820,922 +Numeric values: 42,820,922 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.1 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 42,820,922/42,820,922 (100.0%) +Types: str:42,820,922 +Null/Empty: empty_str:4,373,744 +String length avg: 64.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://twitter.com/SDonziger/status/1663946335735...': 3 (0.0%) + 'https://redgifs.com/watch/ecstaticlightheartedindo...': 3 (0.0%) + 'https://youtube.com/watch?v=ZOi6m9o41uY&feature=sh...': 3 (0.0%) + 'https://youtube.com/watch?v=oIVEfEZrSUQ&feature=sh...': 3 (0.0%) + 'https://i.redgifs.com/i/pasteldirectviceroybutterf...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 42,820,922/42,820,922 (100.0%) +Types: NoneType:42,820,922 +Null/Empty: null:42,820,922 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 42,820,922/42,820,922 (100.0%) +Types: NoneType:30,717,838, str:12,103,084 +Null/Empty: null:30,717,838 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 10,591,656 (87.5%) + 'some_ads': 1,510,959 (12.5%) + 'house_only': 453 (0.0%) + 'promo_adult_nsfw': 8 (0.0%) + 'promo_all': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 42,820,922/42,820,922 (100.0%) +Types: NoneType:30,717,838, int:12,103,084 +Null/Empty: null:30,717,838 +Numeric values: 12,103,084 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 10,591,656 (87.5%) + 7: 1,510,959 (12.5%) + 1: 453 (0.0%) + 3: 8 (0.0%) + 5: 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 42,819,344/42,820,922 (100.0%) +Types: int:25,944,270, NoneType:16,875,074 +Null/Empty: null:16,875,074 +Numeric values: 25,944,270 total +Numeric range: min:0, max:140, avg:123.7 +Numeric std dev: 25.8 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 42,819,344/42,820,922 (100.0%) +Types: int:25,944,270, NoneType:16,875,074 +Null/Empty: null:16,875,074 +Numeric values: 25,944,270 total +Numeric range: min:0, max:140, avg:139.9 +Numeric std dev: 2.6 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 41,368,552/42,820,922 (96.6%) +Types: float:41,368,552 +Numeric values: 41,368,552 total +Numeric range: min:1,685,577,600.0, max:1,688,169,599.0, avg:1686892652.2 +Numeric std dev: 758725.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 41,368,552/42,820,922 (96.6%) +Types: str:41,368,552 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_13x2h8x': 1 (0.0%) + 't3_13x2h90': 1 (0.0%) + 't3_13x2h91': 1 (0.0%) + 't3_13x2h92': 1 (0.0%) + 't3_13x2h93': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 41,354,461/42,820,922 (96.6%) +Types: int:41,354,461 +Numeric values: 41,354,461 total +Numeric range: min:0, max:216,703, avg:32.4 +Numeric std dev: 477.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 41,198,115/42,820,922 (96.2%) +Types: NoneType:41,123,935, str:74,180 +Null/Empty: null:41,123,935 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 74,180 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 41,196,983/42,820,922 (96.2%) +Types: NoneType:41,196,983 +Null/Empty: null:41,196,983 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 41,196,983/42,820,922 (96.2%) +Types: NoneType:41,196,983 +Null/Empty: null:41,196,983 + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 41,196,983/42,820,922 (96.2%) +Types: bool:41,196,983 +Booleans: true:0 (0.0%), false:41,196,983 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 41,196,983/42,820,922 (96.2%) +Types: NoneType:41,196,983 +Null/Empty: null:41,196,983 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 41,196,983/42,820,922 (96.2%) +Types: NoneType:41,196,983 +Null/Empty: null:41,196,983 + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 41,196,983/42,820,922 (96.2%) +Types: bool:41,196,983 +Booleans: true:0 (0.0%), false:41,196,983 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 41,196,983/42,820,922 (96.2%) +Types: bool:41,196,983 +Booleans: true:0 (0.0%), false:41,196,983 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 41,196,983/42,820,922 (96.2%) +Types: int:41,196,983 +Numeric values: 41,196,983 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 41,196,983 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 41,196,983/42,820,922 (96.2%) +Types: NoneType:41,196,983 +Null/Empty: null:41,196,983 + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 41,196,983/42,820,922 (96.2%) +Types: NoneType:41,196,983 +Null/Empty: null:41,196,983 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 41,196,983/42,820,922 (96.2%) +Types: NoneType:41,196,983 +Null/Empty: null:41,196,983 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 41,196,983/42,820,922 (96.2%) +Types: NoneType:41,196,983 +Null/Empty: null:41,196,983 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 41,196,983/42,820,922 (96.2%) +Types: list:41,196,983 +Null/Empty: empty_arr:41,196,983 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 41,196,983/42,820,922 (96.2%) +Types: int:41,196,983 +Numeric values: 41,196,983 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 41,196,983 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 41,196,983/42,820,922 (96.2%) +Types: list:41,196,983 +Null/Empty: empty_arr:41,196,983 + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 41,196,983/42,820,922 (96.2%) +Types: bool:41,196,983 +Booleans: true:0 (0.0%), false:41,196,983 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 41,196,983/42,820,922 (96.2%) +Types: list:41,196,983 +Null/Empty: empty_arr:41,196,983 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 41,196,983/42,820,922 (96.2%) +Types: bool:41,196,983 +Booleans: true:0 (0.0%), false:41,196,983 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 38,213,429/42,820,922 (89.2%) +Types: str:38,213,429 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 36,926,602 (96.6%) + 'richtext': 1,286,827 (3.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 38,213,429/42,820,922 (89.2%) +Types: str:38,213,429 +String length avg: 11.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 66 (0.0%) + 't2_ox6r7kz9': 25 (0.0%) + 't2_bcevk': 15 (0.0%) + 't2_2dx4q7wn': 8 (0.0%) + 't2_san8pesj': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 38,213,429/42,820,922 (89.2%) +Types: bool:38,213,429 +Booleans: true:0 (0.0%), false:38,213,429 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 38,213,429/42,820,922 (89.2%) +Types: bool:38,213,429 +Booleans: true:1,498,497 (3.9%), false:36,714,932 (96.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 38,139,262/42,820,922 (89.1%) +Types: list:38,139,262 +Null/Empty: empty_arr:36,850,818 + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 27,825,397/42,820,922 (65.0%) +Types: str:27,825,397 +Null/Empty: empty_str:2,759,034 +String length avg: 44.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redgifs.com/watch/ecstaticlightheartedindo...': 5 (0.0%) + 'https://www.redgifs.com/watch/impressionablemedium...': 4 (0.0%) + 'https://youtube.com/shorts/4rRtHKRr-qw?feature=sha...': 4 (0.0%) + 'https://twitter.com/SDonziger/status/1663946335735...': 3 (0.0%) + 'https://youtube.com/watch?v=ZOi6m9o41uY&feature=sh...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: updated_on Occurrence: 21,443,812/42,820,922 (50.1%) +Types: int:21,443,812 +Numeric values: 21,443,812 total +Numeric range: min:1,686,581,119, max:1,688,255,999, avg:1687750954.4 +Numeric std dev: 357828.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 18,906,940/42,820,922 (44.2%) +Types: str:18,906,940 +String length avg: 5.6 +Unique strings tracked: 7 +String values distribution: + 'image': 10,842,208 (57.3%) + 'link': 4,100,533 (21.7%) + 'rich:video': 2,027,476 (10.7%) + 'self': 1,065,587 (5.6%) + 'hosted:video': 870,364 (4.6%) + 'gallery': 401 (0.0%) + 'video': 371 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 18,906,940/42,820,922 (44.2%) +Types: dict:18,906,940 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 12,277,283/42,820,922 (28.7%) +Types: str:12,277,283 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'd897238a-545a-11eb-8db1-0e23163a9deb': 12 (0.0%) + 'e3937af4-545a-11eb-a4f9-0e85c04e87bb': 10 (0.0%) + '8ddb17d4-cded-11ed-8d37-a261e8c75466': 10 (0.0%) + '88911c20-c8c4-11ed-9e38-3e8478243302': 6 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 3,763,558/42,820,922 (8.8%) +Types: dict:2,574,374, NoneType:1,189,184 +Null/Empty: null:1,189,184, empty_obj:4 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 3,275,184/42,820,922 (7.6%) +Types: dict:2,200,183, NoneType:1,075,001 +Null/Empty: null:1,075,001 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 3,275,184/42,820,922 (7.6%) +Types: bool:3,275,184 +Booleans: true:3,275,184 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,531,779/42,820,922 (3.6%) +Types: str:1,531,779 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_13x1kg6': 39 (0.0%) + 't3_13x2mmx': 23 (0.0%) + 't3_13x1x2v': 22 (0.0%) + 't3_13vj37y': 17 (0.0%) + 't3_13x1fv4': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,531,779/42,820,922 (3.6%) +Types: list:1,531,779 +Null/Empty: empty_arr:30,648 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 1,410,189/42,820,922 (3.3%) +Types: NoneType:1,410,177, list:12 +Null/Empty: null:1,410,177 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 1,410,189/42,820,922 (3.3%) +Types: NoneType:1,403,165, str:7,024 +Null/Empty: null:1,403,165 +String length avg: 59.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Foxtel’s like a one-stop-shop. The world's best en...': 115 (1.6%) + 'Preorder Tales of Middle-earth™': 73 (1.0%) + 'GAME ON AMD': 71 (1.0%) + 'Download Dabble Today!': 55 (0.8%) + 'Deploy Auvik on your network in under 30 minutes.': 54 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 1,410,189/42,820,922 (3.3%) +Types: NoneType:1,410,189 +Null/Empty: null:1,410,189 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 1,410,189/42,820,922 (3.3%) +Types: NoneType:1,410,189 +Null/Empty: null:1,410,189 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 1,410,189/42,820,922 (3.3%) +Types: NoneType:1,410,189 +Null/Empty: null:1,410,189 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 1,410,189/42,820,922 (3.3%) +Types: str:1,409,950, NoneType:239 +Null/Empty: null:239 +String length avg: 11.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_4kfv0g6z': 223 (0.0%) + 't2_4bw34yxz': 208 (0.0%) + 't2_3wj1jorhy': 181 (0.0%) + 't2_qszzbj7d': 161 (0.0%) + 't2_aye3i08': 158 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 1,410,189/42,820,922 (3.3%) +Types: NoneType:1,410,189 +Null/Empty: null:1,410,189 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 1,410,189/42,820,922 (3.3%) +Types: str:1,401,985, NoneType:8,204 +Null/Empty: null:8,204, empty_str:2 +String length avg: 18.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 392 (0.0%) + 'ads.reddit.com': 373 (0.0%) + 'apps.apple.com': 259 (0.0%) + 'play.google.com': 182 (0.0%) + 'shop.familyguardusa.com': 181 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 1,410,189/42,820,922 (3.3%) +Types: NoneType:1,410,187, str:2 +Null/Empty: null:1,410,187 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 1,410,189/42,820,922 (3.3%) +Types: NoneType:1,410,187, str:2 +Null/Empty: null:1,410,187 +String length avg: 31.0 +Unique strings tracked: 2 +String values distribution: + 'https://google.com': 1 (50.0%) + 'https://danielanderikatravel.com/moving-out/': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 1,410,189/42,820,922 (3.3%) +Types: list:1,410,189 +Null/Empty: empty_arr:1,410,189 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 1,410,189/42,820,922 (3.3%) +Types: list:1,410,189 +Null/Empty: empty_arr:1,410,189 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 1,410,189/42,820,922 (3.3%) +Types: str:1,410,189 +String length avg: 126.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.reddit.com/': 130 (0.0%) + 'https://store.steampowered.com/app/640160/Galactic...': 55 (0.0%) + 'https://play.google.com/store/apps/details?id=com....': 41 (0.0%) + 'https://werkenbijrocvaf.nl/vacatures/docent-vliegt...': 39 (0.0%) + 'https://apps.apple.com/us/app/fanduel-sportsbook-c...': 39 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 1,410,189/42,820,922 (3.3%) +Types: NoneType:1,410,189 +Null/Empty: null:1,410,189 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 1,410,189/42,820,922 (3.3%) +Types: NoneType:1,410,189 +Null/Empty: null:1,410,189 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 1,410,189/42,820,922 (3.3%) +Types: bool:1,410,189 +Booleans: true:0 (0.0%), false:1,410,189 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 1,410,189/42,820,922 (3.3%) +Types: bool:1,410,189 +Booleans: true:0 (0.0%), false:1,410,189 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 1,410,189/42,820,922 (3.3%) +Types: str:1,410,189 +Null/Empty: empty_str:1,347,158 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/6Nn9ZnnBW1QY...': 41 (0.1%) + 'https://reddit-image.s3.amazonaws.com/lpolQgtzLDAb...': 32 (0.1%) + 'https://reddit-image.s3.amazonaws.com/l8xYxB8dhzJV...': 24 (0.0%) + 'https://reddit-image.s3.amazonaws.com/7R6kJdApudGy...': 18 (0.0%) + 'https://reddit-image.s3.amazonaws.com/PqHrxy2gzYjT...': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 1,410,189/42,820,922 (3.3%) +Types: NoneType:1,410,189 +Null/Empty: null:1,410,189 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 1,410,189/42,820,922 (3.3%) +Types: dict:1,410,189 +Null/Empty: empty_obj:1,410,189 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 1,410,189/42,820,922 (3.3%) +Types: NoneType:1,410,189 +Null/Empty: null:1,410,189 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 1,410,189/42,820,922 (3.3%) +Types: list:1,410,189 +Null/Empty: empty_arr:1,410,189 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 1,410,189/42,820,922 (3.3%) +Types: NoneType:1,409,470, str:719 +Null/Empty: null:1,409,470 +String length avg: 7.5 +Unique strings tracked: 2 +String values distribution: + 'PRODUCT': 678 (94.3%) + 'SPOTLIGHT_VIDEO': 41 (5.7%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,410,189/42,820,922 (3.3%) +Types: bool:1,410,189 +Booleans: true:0 (0.0%), false:1,410,189 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 1,410,189/42,820,922 (3.3%) +Types: NoneType:1,410,189 +Null/Empty: null:1,410,189 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 1,410,189/42,820,922 (3.3%) +Types: NoneType:1,410,189 +Null/Empty: null:1,410,189 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 1,410,189/42,820,922 (3.3%) +Types: NoneType:1,410,189 +Null/Empty: null:1,410,189 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 1,410,189/42,820,922 (3.3%) +Types: bool:1,410,189 +Booleans: true:1,410,189 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 1,410,189/42,820,922 (3.3%) +Types: NoneType:1,410,189 +Null/Empty: null:1,410,189 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 1,410,189/42,820,922 (3.3%) +Types: list:1,410,189 +Null/Empty: empty_arr:1,410,189 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 1,410,189/42,820,922 (3.3%) +Types: NoneType:1,410,189 +Null/Empty: null:1,410,189 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 1,410,189/42,820,922 (3.3%) +Types: NoneType:1,410,189 +Null/Empty: null:1,410,189 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 1,394,320/42,820,922 (3.3%) +Types: str:1,394,320 +Null/Empty: empty_str:2 +String length avg: 8.1 +Unique strings tracked: 15 +Top 5 string values: + 'Shop Now': 1,326,297 (95.1%) + 'Learn More': 31,393 (2.3%) + 'Sign Up': 9,303 (0.7%) + 'View More': 6,714 (0.5%) + 'Download': 3,455 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: previous_selftext Occurrence: 457,551/42,820,922 (1.1%) +Types: str:457,551 +Null/Empty: empty_str:6,931 +String length avg: 675.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 62 (0.0%) + '#Everything in my inventory is up for trade. The m...': 8 (0.0%) + '# I'm only looking for trade offers, not intrested...': 8 (0.0%) + 'Hi dear friends, everything in my inventory is up ...': 7 (0.0%) + 'Taking csgo skins mainly (knives, gloves, aks, m4s...': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 112,341/42,820,922 (0.3%) +Types: dict:93,544, NoneType:18,797 +Null/Empty: null:18,797 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 107,770/42,820,922 (0.3%) +Types: bool:107,770 +Booleans: true:107,770 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 9,218/42,820,922 (0.0%) +Types: list:9,218 + +──────────────────────────────────────────────────────────── +FIELD: edited_on Occurrence: 4,127/42,820,922 (0.0%) +Types: int:4,127 +Numeric values: 4,127 total +Numeric range: min:1,685,578,022, max:1,686,838,628, avg:1685986617.9 +Numeric std dev: 222243.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 2,438/42,820,922 (0.0%) +Types: str:2,438 +String length avg: 6.4 +Unique strings tracked: 247 +Top 5 string values: + '$41.50': 325 (13.3%) + '$40.00': 168 (6.9%) + '$73.25': 161 (6.6%) + '$74.50': 161 (6.6%) + '$9999.00': 161 (6.6%) + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 117/42,820,922 (0.0%) +Types: float:117 +Numeric values: 117 total +Numeric range: min:1,685,656,800.0, max:1,688,337,000.0, avg:1687171015.4 +Numeric std dev: 779196.1 +Unique numbers tracked: 82 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 117/42,820,922 (0.0%) +Types: bool:117 +Booleans: true:1 (0.9%), false:116 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 117/42,820,922 (0.0%) +Types: float:117 +Numeric values: 117 total +Numeric range: min:1,685,642,400.0, max:1,688,322,600.0, avg:1687157169.2 +Numeric std dev: 779090.2 +Unique numbers tracked: 82 + +================================================================================ + +================================================================================ +FILE: RS_2023-07.jsonl +Analysis Time: 2026-01-16 08:40:10 +================================================================================ +Processed lines: 45,437,960 +Total unique fields: 158 +Max unique values tracked per field: 1,000 +Sample size: 45,437,960 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 45,437,960/45,437,960 (100.0%) +Types: list:45,437,960 +Null/Empty: empty_arr:45,260,353 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 45,437,960/45,437,960 (100.0%) +Types: bool:45,437,960 +Booleans: true:1,304,570 (2.9%), false:44,133,390 (97.1%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 45,437,960/45,437,960 (100.0%) +Types: bool:45,437,960 +Booleans: true:0 (0.0%), false:45,437,960 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 45,437,960/45,437,960 (100.0%) +Types: str:45,437,960 +String length avg: 13.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 47 (0.0%) + 'EchoJobs': 19 (0.0%) + '[deleted]': 13 (0.0%) + 'New_Commission_9408': 11 (0.0%) + 'Short_Algo': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 45,437,960/45,437,960 (100.0%) +Types: NoneType:42,035,924, str:3,402,036 +Null/Empty: null:42,035,924, empty_str:1,379,208 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 3,464 (0.2%) + '#dadada': 1,058 (0.1%) + '#ff66ac': 1,017 (0.1%) + '#ea0027': 711 (0.0%) + '#373c3f': 686 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 45,437,960/45,437,960 (100.0%) +Types: NoneType:44,110,835, str:1,327,125 +Null/Empty: null:44,110,835, empty_str:134,216 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'green': 78 (0.0%) + 'default': 70 (0.0%) + 'team-harmony': 64 (0.0%) + 'ver': 55 (0.0%) + 'verified': 53 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 45,437,960/45,437,960 (100.0%) +Types: NoneType:43,013,917, str:2,424,043 +Null/Empty: null:43,013,917 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 15 (0.0%) + '9811a942-f7ec-11e8-ba86-0e2871aefb54': 11 (0.0%) + 'f6b50a62-fe86-11ec-8e4f-06098848fbf2': 11 (0.0%) + '38fb4ae2-4e59-11e1-912e-12313d18ad57': 11 (0.0%) + 'f1c6dad0-9bc7-11e1-83d5-12313b088941': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 45,437,960/45,437,960 (100.0%) +Types: NoneType:42,457,722, str:2,980,238 +Null/Empty: null:42,457,722, empty_str:163,054 +String length avg: 16.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified': 40 (0.0%) + 'verified': 14 (0.0%) + 'FC: Trainer name: ': 13 (0.0%) + 'Unverified': 11 (0.0%) + 'UNVERIFIED': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 45,437,960/45,437,960 (100.0%) +Types: NoneType:35,848,795, str:9,589,165 +Null/Empty: null:35,848,795, empty_str:21,878 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 8,764,979 (91.6%) + 'light': 802,308 (8.4%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 45,437,960/45,437,960 (100.0%) +Types: list:45,437,960 +Null/Empty: empty_arr:45,437,960 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 45,437,960/45,437,960 (100.0%) +Types: bool:45,437,960 +Booleans: true:3,889,890 (8.6%), false:41,548,070 (91.4%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 45,437,960/45,437,960 (100.0%) +Types: NoneType:45,436,830, str:1,130 +Null/Empty: null:45,436,830, empty_str:1 +String length avg: 14.0 +Unique strings tracked: 10 +String values distribution: + 'diy_and_crafts': 912 (80.8%) + 'drawing_and_painting': 112 (9.9%) + 'gaming': 32 (2.8%) + 'animals': 27 (2.4%) + 'entertainment': 24 (2.1%) + 'food': 8 (0.7%) + 'photography': 7 (0.6%) + 'videos': 4 (0.4%) + 'writing': 2 (0.2%) + 'memes': 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 45,437,960/45,437,960 (100.0%) +Types: NoneType:45,289,763, list:148,197 +Null/Empty: null:45,289,763 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 45,437,960/45,437,960 (100.0%) +Types: bool:45,437,960 +Booleans: true:53,104 (0.1%), false:45,384,856 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 45,437,960/45,437,960 (100.0%) +Types: float:44,311,941, int:1,126,019 +Numeric values: 45,437,960 total +Numeric range: min:1,688,169,600.0, max:1,690,847,999.0, avg:1689509507.7 +Numeric std dev: 768278.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 45,437,960/45,437,960 (100.0%) +Types: NoneType:44,495,145, str:942,815 +Null/Empty: null:44,495,145 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 942,815 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 45,437,960/45,437,960 (100.0%) +Types: NoneType:45,394,613, str:43,347 +Null/Empty: null:45,394,613 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 43,295 (99.9%) + 'admin': 52 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 45,437,960/45,437,960 (100.0%) +Types: str:45,437,960 +Null/Empty: empty_str:436,672 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 898 (0.0%) + 'reddit.com': 285 (0.0%) + 'i.imgur.com': 223 (0.0%) + 'redgifs.com': 124 (0.0%) + 'v.redd.it': 52 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 45,437,960/45,437,960 (100.0%) +Types: bool:45,199,804, float:210,874, int:27,282 +Booleans: true:0 (0.0%), false:45,199,804 (100.0%) +Numeric values: 238,156 total +Numeric range: min:1,688,169,830.0, max:1,693,971,147.0, avg:1688824987.9 +Numeric std dev: 550903.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 45,437,960/45,437,960 (100.0%) +Types: int:45,437,960 +Numeric values: 45,437,960 total +Numeric range: min:0, max:679, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 54 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 45,437,960/45,437,960 (100.0%) +Types: dict:45,437,960 +Null/Empty: empty_obj:45,388,020 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 45,437,960/45,437,960 (100.0%) +Types: bool:45,437,960 +Booleans: true:0 (0.0%), false:45,437,960 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 45,437,960/45,437,960 (100.0%) +Types: bool:45,437,960 +Booleans: true:30,066,163 (66.2%), false:15,371,797 (33.8%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 45,437,960/45,437,960 (100.0%) +Types: str:45,437,960 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '14ng935': 1 (0.0%) + '14ng936': 1 (0.0%) + '14ng937': 1 (0.0%) + '14ng938': 1 (0.0%) + '14ng939': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 45,437,960/45,437,960 (100.0%) +Types: bool:45,437,960 +Booleans: true:118,909 (0.3%), false:45,319,051 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 45,437,960/45,437,960 (100.0%) +Types: bool:45,437,960 +Booleans: true:3,107,010 (6.8%), false:42,330,950 (93.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 45,437,960/45,437,960 (100.0%) +Types: bool:45,437,960 +Booleans: true:59 (0.0%), false:45,437,901 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 45,437,960/45,437,960 (100.0%) +Types: bool:45,437,960 +Booleans: true:323,209 (0.7%), false:45,114,751 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 45,437,960/45,437,960 (100.0%) +Types: bool:45,437,960 +Booleans: true:14,884,362 (32.8%), false:30,553,598 (67.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 45,437,960/45,437,960 (100.0%) +Types: bool:45,437,960 +Booleans: true:33,872,745 (74.5%), false:11,565,215 (25.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 45,437,960/45,437,960 (100.0%) +Types: bool:45,437,960 +Booleans: true:16,800,224 (37.0%), false:28,637,736 (63.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 45,437,960/45,437,960 (100.0%) +Types: bool:45,437,960 +Booleans: true:1,076,508 (2.4%), false:44,361,452 (97.6%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 45,437,960/45,437,960 (100.0%) +Types: str:44,984,893, NoneType:453,067 +Null/Empty: null:453,067, empty_str:32,840,419 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 676 (0.0%) + '#0079d3': 620 (0.0%) + '#ff66ac': 544 (0.0%) + '#ea0027': 467 (0.0%) + '#ffd635': 401 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 45,437,960/45,437,960 (100.0%) +Types: NoneType:32,211,697, str:13,226,263 +Null/Empty: null:32,211,697, empty_str:9,380,367 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 139 (0.0%) + 'question': 102 (0.0%) + 'male': 75 (0.0%) + 'blue': 63 (0.0%) + 'green': 52 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 45,437,960/45,437,960 (100.0%) +Types: list:45,437,960 +Null/Empty: empty_arr:39,378,249 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 45,437,960/45,437,960 (100.0%) +Types: NoneType:31,156,292, str:14,281,668 +Null/Empty: null:31,156,292, empty_str:1,884 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 75 (0.0%) + 'Question': 60 (0.0%) + 'male': 28 (0.0%) + 'Original Content': 17 (0.0%) + 'female': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 45,437,960/45,437,960 (100.0%) +Types: str:45,149,122, NoneType:288,838 +Null/Empty: null:288,838 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 38,932,808 (86.2%) + 'light': 6,216,314 (13.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 45,437,960/45,437,960 (100.0%) +Types: str:45,437,960 +String length avg: 4.5 +Unique strings tracked: 2 +String values distribution: + 'text': 39,453,253 (86.8%) + 'richtext': 5,984,707 (13.2%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 45,437,960/45,437,960 (100.0%) +Types: bool:45,437,960 +Booleans: true:1,598,734 (3.5%), false:43,839,226 (96.5%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 45,437,960/45,437,960 (100.0%) +Types: NoneType:41,415,517, dict:4,022,443 +Null/Empty: null:41,415,517 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 45,437,960/45,437,960 (100.0%) +Types: dict:45,437,960 +Null/Empty: empty_obj:42,487,998 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 45,437,960/45,437,960 (100.0%) +Types: bool:45,437,960 +Booleans: true:508 (0.0%), false:45,437,452 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 45,437,960/45,437,960 (100.0%) +Types: bool:45,437,960 +Booleans: true:34,026,504 (74.9%), false:11,411,456 (25.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 45,437,960/45,437,960 (100.0%) +Types: int:45,437,960 +Numeric values: 45,437,960 total +Numeric range: min:0, max:94,364, avg:4.0 +Numeric std dev: 48.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 45,437,960/45,437,960 (100.0%) +Types: int:45,437,960 +Numeric values: 45,437,960 total +Numeric range: min:0, max:1,855, avg:0.0 +Numeric std dev: 0.9 +Unique numbers tracked: 165 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 45,437,960/45,437,960 (100.0%) +Types: bool:45,437,960 +Booleans: true:23,301,611 (51.3%), false:22,136,349 (48.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 45,437,960/45,437,960 (100.0%) +Types: NoneType:32,280,118, str:13,157,842 +Null/Empty: null:32,280,118 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 11,564,271 (87.9%) + 'some_ads': 1,593,008 (12.1%) + 'house_only': 546 (0.0%) + 'promo_all': 10 (0.0%) + 'promo_adult_nsfw': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 45,437,960/45,437,960 (100.0%) +Types: str:45,437,960 +String length avg: 68.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/GOONED/comments/14ng935/gooned_out_to_buds_usin...': 1 (0.0%) + '/r/ezrealmains/comments/14ng936/is_ezreal_a_vastay...': 1 (0.0%) + '/r/onlyfansbbwfatpuss/comments/14ng937/bbw_babe/': 1 (0.0%) + '/r/WeLoveBlackGirls/comments/14ng938/what_would_yo...': 1 (0.0%) + '/r/MakeNewFriendsHere/comments/14ng939/hello_im_lo...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 45,437,960/45,437,960 (100.0%) +Types: bool:45,437,960 +Booleans: true:0 (0.0%), false:45,437,960 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 45,437,960/45,437,960 (100.0%) +Types: NoneType:32,280,118, int:13,157,842 +Null/Empty: null:32,280,118 +Numeric values: 13,157,842 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 11,564,271 (87.9%) + 7: 1,593,008 (12.1%) + 1: 546 (0.0%) + 5: 10 (0.0%) + 3: 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 45,437,960/45,437,960 (100.0%) +Types: bool:45,437,960 +Booleans: true:2,061 (0.0%), false:45,435,899 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 45,437,960/45,437,960 (100.0%) +Types: NoneType:45,437,960 +Null/Empty: null:45,437,960 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 45,437,960/45,437,960 (100.0%) +Types: NoneType:33,872,129, str:11,565,831 +Null/Empty: null:33,872,129 +String length avg: 8.0 +Unique strings tracked: 9 +String values distribution: + 'moderator': 4,259,474 (36.8%) + 'reddit': 3,484,889 (30.1%) + 'deleted': 3,035,084 (26.2%) + 'automod_filtered': 750,059 (6.5%) + 'content_takedown': 24,967 (0.2%) + 'author': 8,879 (0.1%) + 'copyright_takedown': 2,457 (0.0%) + 'community_ops': 14 (0.0%) + 'anti_evil_ops': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 45,437,960/45,437,960 (100.0%) +Types: int:45,437,960 +Numeric values: 45,437,960 total +Numeric range: min:1,688,169,634, max:1,694,718,791, avg:1689511803.4 +Numeric std dev: 775399.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 45,437,960/45,437,960 (100.0%) +Types: int:45,437,960 +Numeric values: 45,437,960 total +Numeric range: min:0, max:143,167, avg:10.6 +Numeric std dev: 232.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 45,437,960/45,437,960 (100.0%) +Types: NoneType:41,415,517, dict:4,022,443 +Null/Empty: null:41,415,517 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 45,437,960/45,437,960 (100.0%) +Types: dict:45,437,960 +Null/Empty: empty_obj:42,487,998 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 45,437,960/45,437,960 (100.0%) +Types: str:45,437,960 +Null/Empty: empty_str:30,394,750 +String length avg: 440.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 198 (0.0%) + '[deleted]': 30 (0.0%) + ' + +**GTA MONEY Services** + +\- PC, PS4, PS5, XBOX O...': 30 (0.0%) + ' + +**GTA MONEY Services** + +\- PC, PS4, PS5, XBOX O...': 13 (0.0%) + 'what is this sub for (i forgot) (please help)': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 45,437,960/45,437,960 (100.0%) +Types: bool:45,437,960 +Booleans: true:42,352,762 (93.2%), false:3,085,198 (6.8%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 45,437,960/45,437,960 (100.0%) +Types: bool:45,437,960 +Booleans: true:420,675 (0.9%), false:45,017,285 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 45,437,960/45,437,960 (100.0%) +Types: bool:45,437,960 +Booleans: true:224,672 (0.5%), false:45,213,288 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 45,437,960/45,437,960 (100.0%) +Types: str:45,437,960 +String length avg: 12.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'dirtyr4r': 17 (0.0%) + 'GaySnapchat': 16 (0.0%) + 'wichsbrosNeu132': 13 (0.0%) + 'jewelry': 12 (0.0%) + '18y': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 45,437,960/45,437,960 (100.0%) +Types: str:45,437,960 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2vqun': 17 (0.0%) + 't5_2yzi6': 16 (0.0%) + 't5_8q6qig': 13 (0.0%) + 't5_2qkpi': 12 (0.0%) + 't5_58zg5c': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 45,437,960/45,437,960 (100.0%) +Types: str:45,437,960 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/dirtyr4r': 17 (0.0%) + 'r/GaySnapchat': 16 (0.0%) + 'r/wichsbrosNeu132': 13 (0.0%) + 'r/jewelry': 12 (0.0%) + 'r/18y': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 45,437,960/45,437,960 (100.0%) +Types: int:45,437,960 +Numeric values: 45,437,960 total +Numeric range: min:-663, max:51,381,713, avg:778302.1 +Numeric std dev: 3960570.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 45,437,960/45,437,960 (100.0%) +Types: str:45,437,960 +String length avg: 6.1 +Unique strings tracked: 5 +String values distribution: + 'public': 40,277,783 (88.6%) + 'user': 3,005,317 (6.6%) + 'restricted': 2,154,856 (4.7%) + 'private': 2 (0.0%) + 'archived': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 45,437,960/45,437,960 (100.0%) +Types: NoneType:39,621,966, str:5,815,994 +Null/Empty: null:39,621,966 +String length avg: 4.0 +Unique strings tracked: 8 +String values distribution: + 'new': 1,978,385 (34.0%) + 'qa': 1,912,599 (32.9%) + 'confidence': 1,074,450 (18.5%) + 'top': 674,107 (11.6%) + 'old': 162,699 (2.8%) + 'controversial': 6,761 (0.1%) + 'live': 6,215 (0.1%) + 'random': 778 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 45,437,960/45,437,960 (100.0%) +Types: str:45,437,960 +Null/Empty: empty_str:1,647 +String length avg: 21.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,511 (0.0%) + 'nsfw': 1,964 (0.0%) + 'self': 1,153 (0.0%) + 'spoiler': 29 (0.0%) + 'image': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 45,437,960/45,437,960 (100.0%) +Types: str:45,437,960 +String length avg: 52.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'any dipshit civilian can get a CS DEGREE READING A...': 5 (0.0%) + 'F4M DTF who can fuck me 🍆and my sexy ass SC: ave_w...': 4 (0.0%) + '24 F4M DTF TEXT ME ON SNAP::::: fatwf63 or text me...': 4 (0.0%) + '26F down to fuck and open to try anything🥵 I’m in ...': 3 (0.0%) + '[F4m] I’m available for ,facetime, anal,blowjob an...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 45,437,960/45,437,960 (100.0%) +Types: NoneType:45,437,872, str:88 +Null/Empty: null:45,437,872 +String length avg: 7.8 +Unique strings tracked: 2 +String values distribution: + 'INACTIVE': 78 (88.6%) + 'ACTIVE': 10 (11.4%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 45,437,960/45,437,960 (100.0%) +Types: int:45,437,960 +Numeric values: 45,437,960 total +Numeric range: min:0, max:6,162, avg:0.0 +Numeric std dev: 1.1 +Unique numbers tracked: 153 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 45,437,960/45,437,960 (100.0%) +Types: list:45,437,960 +Null/Empty: empty_arr:45,437,955 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 45,437,960/45,437,960 (100.0%) +Types: float:36,165,296, int:9,272,664 +Numeric values: 45,437,960 total +Numeric range: min:0.01, max:1.0, avg:1.0 +Numeric std dev: 0.1 +Unique numbers tracked: 100 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 45,437,960/45,437,960 (100.0%) +Types: str:45,437,960 +Null/Empty: empty_str:436,875 +String length avg: 62.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/swingphilippines/comments/14ng927/fm4fm_both_30...': 3 (0.0%) + 'https://www.redgifs.com/watch/fittingspottedanophe...': 2 (0.0%) + 'https://i.imgur.com/eDA1EL5.jpg': 2 (0.0%) + 'https://www.redgifs.com/watch/infamousmustyhagfish': 2 (0.0%) + 'https://youtu.be/1lf5QaNZnDI': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 45,437,960/45,437,960 (100.0%) +Types: NoneType:45,437,960 +Null/Empty: null:45,437,960 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 45,437,960/45,437,960 (100.0%) +Types: NoneType:32,280,118, str:13,157,842 +Null/Empty: null:32,280,118 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 11,564,271 (87.9%) + 'some_ads': 1,593,008 (12.1%) + 'house_only': 546 (0.0%) + 'promo_all': 10 (0.0%) + 'promo_adult_nsfw': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 45,437,960/45,437,960 (100.0%) +Types: NoneType:32,280,118, int:13,157,842 +Null/Empty: null:32,280,118 +Numeric values: 13,157,842 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 11,564,271 (87.9%) + 7: 1,593,008 (12.1%) + 1: 546 (0.0%) + 5: 10 (0.0%) + 3: 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 45,436,313/45,437,960 (100.0%) +Types: int:27,882,602, NoneType:17,553,711 +Null/Empty: null:17,553,711 +Numeric values: 27,882,602 total +Numeric range: min:0, max:140, avg:124.0 +Numeric std dev: 25.7 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 45,436,313/45,437,960 (100.0%) +Types: int:27,882,602, NoneType:17,553,711 +Null/Empty: null:17,553,711 +Numeric values: 27,882,602 total +Numeric range: min:0, max:140, avg:139.9 +Numeric std dev: 2.6 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 45,427,596/45,437,960 (100.0%) +Types: float:44,311,965, int:1,115,631 +Numeric values: 45,427,596 total +Numeric range: min:1,688,169,600.0, max:1,690,847,999.0, avg:1689509634.4 +Numeric std dev: 768263.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 45,427,596/45,437,960 (100.0%) +Types: str:45,427,596 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_14ng935': 1 (0.0%) + 't3_14ng936': 1 (0.0%) + 't3_14ng937': 1 (0.0%) + 't3_14ng938': 1 (0.0%) + 't3_14ng939': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 45,427,596/45,437,960 (100.0%) +Types: int:45,427,596 +Numeric values: 45,427,596 total +Numeric range: min:0, max:143,167, avg:10.6 +Numeric std dev: 232.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 45,427,572/45,437,960 (100.0%) +Types: NoneType:45,427,572 +Null/Empty: null:45,427,572 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 45,427,572/45,437,960 (100.0%) +Types: NoneType:45,427,572 +Null/Empty: null:45,427,572 + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 45,427,572/45,437,960 (100.0%) +Types: bool:45,427,572 +Booleans: true:0 (0.0%), false:45,427,572 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 45,427,572/45,437,960 (100.0%) +Types: NoneType:45,427,572 +Null/Empty: null:45,427,572 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 45,427,572/45,437,960 (100.0%) +Types: NoneType:45,427,572 +Null/Empty: null:45,427,572 + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 45,427,572/45,437,960 (100.0%) +Types: bool:45,427,572 +Booleans: true:0 (0.0%), false:45,427,572 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 45,427,572/45,437,960 (100.0%) +Types: bool:45,427,572 +Booleans: true:0 (0.0%), false:45,427,572 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 45,427,572/45,437,960 (100.0%) +Types: int:45,427,572 +Numeric values: 45,427,572 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 45,427,572 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 45,427,572/45,437,960 (100.0%) +Types: NoneType:45,427,572 +Null/Empty: null:45,427,572 + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 45,427,572/45,437,960 (100.0%) +Types: NoneType:45,427,572 +Null/Empty: null:45,427,572 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 45,427,572/45,437,960 (100.0%) +Types: NoneType:45,427,572 +Null/Empty: null:45,427,572 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 45,427,572/45,437,960 (100.0%) +Types: NoneType:45,427,572 +Null/Empty: null:45,427,572 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 45,427,572/45,437,960 (100.0%) +Types: list:45,427,572 +Null/Empty: empty_arr:45,427,572 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 45,427,572/45,437,960 (100.0%) +Types: int:45,427,572 +Numeric values: 45,427,572 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 45,427,572 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 45,427,572/45,437,960 (100.0%) +Types: NoneType:45,398,765, str:28,807 +Null/Empty: null:45,398,765 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 28,807 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 45,427,572/45,437,960 (100.0%) +Types: list:45,427,572 +Null/Empty: empty_arr:45,427,572 + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 45,427,572/45,437,960 (100.0%) +Types: bool:45,427,572 +Booleans: true:0 (0.0%), false:45,427,572 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 45,427,572/45,437,960 (100.0%) +Types: list:45,427,572 +Null/Empty: empty_arr:45,427,572 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 45,427,572/45,437,960 (100.0%) +Types: bool:45,427,572 +Booleans: true:0 (0.0%), false:45,427,572 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 44,999,505/45,437,960 (99.0%) +Types: str:44,999,505 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 43,518,323 (96.7%) + 'richtext': 1,481,182 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 44,999,505/45,437,960 (99.0%) +Types: str:44,999,505 +String length avg: 11.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 47 (0.0%) + 't2_ox6r7kz9': 19 (0.0%) + 't2_eit6m1jrf': 11 (0.0%) + 't2_a6oko1cq': 9 (0.0%) + 't2_r06u9zje': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 44,999,505/45,437,960 (99.0%) +Types: bool:44,999,505 +Booleans: true:0 (0.0%), false:44,999,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 44,999,505/45,437,960 (99.0%) +Types: bool:44,999,505 +Booleans: true:2,161,551 (4.8%), false:42,837,954 (95.2%) + +──────────────────────────────────────────────────────────── +FIELD: updated_on Occurrence: 44,756,793/45,437,960 (98.5%) +Types: int:44,756,793 +Numeric values: 44,756,793 total +Numeric range: min:1,688,169,764, max:1,694,657,892, avg:1689757136.1 +Numeric std dev: 537504.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 44,612,748/45,437,960 (98.2%) +Types: list:44,612,748 +Null/Empty: empty_arr:43,101,949 + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 28,638,476/45,437,960 (63.0%) +Types: str:28,638,476 +Null/Empty: empty_str:304,187 +String length avg: 44.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/swingphilippines/comments/14ng927/fm4fm_both_30...': 4 (0.0%) + 'https://www.redgifs.com/watch/fittingspottedanophe...': 3 (0.0%) + 'https://i.imgur.com/NbOdZkR.gifv': 3 (0.0%) + 'https://www.redgifs.com/watch/shortstrongmetamorph...': 3 (0.0%) + 'https://i.imgur.com/eDA1EL5.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 24,490,096/45,437,960 (53.9%) +Types: str:24,490,096 +String length avg: 5.6 +Unique strings tracked: 7 +String values distribution: + 'image': 14,514,950 (59.3%) + 'link': 5,097,392 (20.8%) + 'rich:video': 2,706,215 (11.1%) + 'self': 1,099,454 (4.5%) + 'hosted:video': 1,071,028 (4.4%) + 'video': 708 (0.0%) + 'gallery': 349 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 24,490,096/45,437,960 (53.9%) +Types: dict:24,490,096 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 13,533,937/45,437,960 (29.8%) +Types: str:13,533,937 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'd897238a-545a-11eb-8db1-0e23163a9deb': 23 (0.0%) + 'e3937af4-545a-11eb-a4f9-0e85c04e87bb': 14 (0.0%) + '20737946-fc0d-11ec-872d-c2f2c772916e': 8 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 7 (0.0%) + '00731294-36e4-11ec-a710-26e44141d868': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 4,143,299/45,437,960 (9.1%) +Types: dict:3,339,301, NoneType:803,998 +Null/Empty: null:803,998, empty_obj:1 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 3,602,964/45,437,960 (7.9%) +Types: dict:2,891,534, NoneType:711,430 +Null/Empty: null:711,430 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 3,602,964/45,437,960 (7.9%) +Types: bool:3,602,964 +Booleans: true:3,602,964 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,572,806/45,437,960 (3.5%) +Types: str:1,572,806 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_14ngzf0': 8 (0.0%) + 't3_14ngqng': 7 (0.0%) + 't3_14ljsjv': 7 (0.0%) + 't3_13gqz8t': 6 (0.0%) + 't3_14nejdr': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,572,806/45,437,960 (3.5%) +Types: list:1,572,806 +Null/Empty: empty_arr:103 + +──────────────────────────────────────────────────────────── +FIELD: previous_selftext Occurrence: 1,287,140/45,437,960 (2.8%) +Types: str:1,287,140 +Null/Empty: empty_str:16,966 +String length avg: 662.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 427 (0.0%) + '[deleted]': 93 (0.0%) + ' +-2-FA, or 2-Fluoroamphetamine is an functional st...': 3 (0.0%) + '[HERE](https://youtu.be/3BOhZMuSgm8) is a gameplay...': 2 (0.0%) + 'M 21 and F 20 are looking for F to join us tonight...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 124,750/45,437,960 (0.3%) +Types: dict:115,044, NoneType:9,706 +Null/Empty: null:9,706 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 118,909/45,437,960 (0.3%) +Types: NoneType:118,905, list:4 +Null/Empty: null:118,905 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 118,909/45,437,960 (0.3%) +Types: NoneType:113,289, str:5,620 +Null/Empty: null:113,289 +String length avg: 51.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'T&C's Apply, offer ends 27th July.': 91 (1.6%) + 'No Hassles and No Gimmicks': 58 (1.0%) + 'Prime Day is here!': 52 (0.9%) + 'Foxtel’s like a one-stop-shop. The world's best en...': 49 (0.9%) + 'Get Breaking News From WSJ': 45 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 118,909/45,437,960 (0.3%) +Types: NoneType:118,909 +Null/Empty: null:118,909 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 118,909/45,437,960 (0.3%) +Types: NoneType:118,909 +Null/Empty: null:118,909 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 118,909/45,437,960 (0.3%) +Types: NoneType:118,909 +Null/Empty: null:118,909 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 118,909/45,437,960 (0.3%) +Types: str:118,909 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_rtst9lji': 549 (0.5%) + 't2_tnk0sxl7': 385 (0.3%) + 't2_tnjwypik': 371 (0.3%) + 't2_3xt2t0l3': 150 (0.1%) + 't2_9782kksb3': 121 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 118,909/45,437,960 (0.3%) +Types: NoneType:118,909 +Null/Empty: null:118,909 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 118,909/45,437,960 (0.3%) +Types: str:105,339, NoneType:13,570 +Null/Empty: null:13,570 +String length avg: 14.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'it-talents.de': 549 (0.5%) + 'reddit.com': 332 (0.3%) + 'play.google.com': 189 (0.2%) + 'apps.apple.com': 150 (0.1%) + 'shopify.com': 148 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 118,909/45,437,960 (0.3%) +Types: NoneType:118,907, str:2 +Null/Empty: null:118,907 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 118,909/45,437,960 (0.3%) +Types: NoneType:118,907, str:2 +Null/Empty: null:118,907 +String length avg: 41.0 +Unique strings tracked: 1 +String values distribution: + 'https://www.twitch.tv/gamers8gg_colosseum': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 118,909/45,437,960 (0.3%) +Types: list:118,909 +Null/Empty: empty_arr:118,909 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 118,909/45,437,960 (0.3%) +Types: list:118,909 +Null/Empty: empty_arr:118,909 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 118,909/45,437,960 (0.3%) +Types: str:118,909 +String length avg: 98.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.reddit.com/': 177 (0.1%) + 'https://www.bloombergconnects.org/?utm_source=cp-r...': 67 (0.1%) + 'https://abpba.com': 61 (0.1%) + 'https://apps.apple.com/us/app/summoners-war/id8529...': 59 (0.0%) + 'https://play.google.com/store/apps/details?id=com....': 52 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 118,909/45,437,960 (0.3%) +Types: NoneType:118,909 +Null/Empty: null:118,909 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 118,909/45,437,960 (0.3%) +Types: NoneType:118,909 +Null/Empty: null:118,909 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 118,909/45,437,960 (0.3%) +Types: bool:118,909 +Booleans: true:0 (0.0%), false:118,909 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 118,909/45,437,960 (0.3%) +Types: bool:118,909 +Booleans: true:0 (0.0%), false:118,909 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 118,909/45,437,960 (0.3%) +Types: str:118,909 +Null/Empty: empty_str:37,323 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/6Nn9ZnnBW1QY...': 186 (0.2%) + 'https://reddit-image.s3.amazonaws.com/lpolQgtzLDAb...': 124 (0.2%) + 'https://reddit-image.s3.amazonaws.com/CrJ4V58KuI6Z...': 61 (0.1%) + 'https://reddit-image.s3.amazonaws.com/u03t3-YGaBmU...': 61 (0.1%) + 'https://reddit-image.s3.amazonaws.com/qnHE0UyLNNsu...': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 118,909/45,437,960 (0.3%) +Types: NoneType:118,909 +Null/Empty: null:118,909 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 118,909/45,437,960 (0.3%) +Types: dict:118,909 +Null/Empty: empty_obj:118,909 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 118,909/45,437,960 (0.3%) +Types: NoneType:118,909 +Null/Empty: null:118,909 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 118,909/45,437,960 (0.3%) +Types: list:118,909 +Null/Empty: empty_arr:118,909 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 118,909/45,437,960 (0.3%) +Types: NoneType:118,379, str:530 +Null/Empty: null:118,379 +String length avg: 7.2 +Unique strings tracked: 2 +String values distribution: + 'PRODUCT': 514 (97.0%) + 'SPOTLIGHT_VIDEO': 16 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 118,909/45,437,960 (0.3%) +Types: bool:118,909 +Booleans: true:0 (0.0%), false:118,909 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 118,909/45,437,960 (0.3%) +Types: NoneType:118,909 +Null/Empty: null:118,909 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 118,909/45,437,960 (0.3%) +Types: NoneType:118,909 +Null/Empty: null:118,909 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 118,909/45,437,960 (0.3%) +Types: NoneType:118,909 +Null/Empty: null:118,909 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 118,909/45,437,960 (0.3%) +Types: bool:118,909 +Booleans: true:118,909 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 118,909/45,437,960 (0.3%) +Types: NoneType:118,909 +Null/Empty: null:118,909 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 118,909/45,437,960 (0.3%) +Types: list:118,909 +Null/Empty: empty_arr:118,909 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 118,909/45,437,960 (0.3%) +Types: NoneType:118,909 +Null/Empty: null:118,909 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 118,909/45,437,960 (0.3%) +Types: NoneType:118,909 +Null/Empty: null:118,909 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 98,857/45,437,960 (0.2%) +Types: str:98,857 +Null/Empty: empty_str:12 +String length avg: 8.7 +Unique strings tracked: 15 +Top 5 string values: + 'Shop Now': 35,661 (36.1%) + 'Learn More': 22,571 (22.8%) + 'Apply Now': 14,351 (14.5%) + 'Sign Up': 6,893 (7.0%) + 'View More': 4,043 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 98,841/45,437,960 (0.2%) +Types: bool:98,841 +Booleans: true:98,841 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 9,909/45,437,960 (0.0%) +Types: list:9,909 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 1,194/45,437,960 (0.0%) +Types: str:1,194 +String length avg: 6.5 +Unique strings tracked: 251 +Top 5 string values: + '$39.99': 64 (5.4%) + '$29.99': 57 (4.8%) + '$19.99': 52 (4.4%) + '$27.99': 42 (3.5%) + '$24.99': 40 (3.4%) + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 78/45,437,960 (0.0%) +Types: float:78 +Numeric values: 78 total +Numeric range: min:1,688,421,600.0, max:1,691,769,600.0, avg:1689622061.5 +Numeric std dev: 804180.7 +Unique numbers tracked: 63 + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 78/45,437,960 (0.0%) +Types: float:78 +Numeric values: 78 total +Numeric range: min:1,688,407,200.0, max:1,691,755,200.0, avg:1689608907.7 +Numeric std dev: 804318.8 +Unique numbers tracked: 63 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 77/45,437,960 (0.0%) +Types: bool:77 +Booleans: true:0 (0.0%), false:77 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports_dismissed Occurrence: 2/45,437,960 (0.0%) +Types: NoneType:2 +Null/Empty: null:2 + +================================================================================ + +================================================================================ +FILE: RS_2023-08.jsonl +Analysis Time: 2026-01-16 11:14:26 +================================================================================ +Processed lines: 46,212,450 +Total unique fields: 158 +Max unique values tracked per field: 1,000 +Sample size: 46,212,450 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 46,212,450/46,212,450 (100.0%) +Types: list:46,212,450 +Null/Empty: empty_arr:46,123,332 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 46,212,450/46,212,450 (100.0%) +Types: bool:46,212,450 +Booleans: true:821,630 (1.8%), false:45,390,820 (98.2%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 46,212,450/46,212,450 (100.0%) +Types: bool:46,212,450 +Booleans: true:0 (0.0%), false:46,212,450 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 46,212,450/46,212,450 (100.0%) +Types: str:46,212,450 +String length avg: 13.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 34 (0.0%) + 'EchoJobs': 16 (0.0%) + 'HazyShooter': 13 (0.0%) + 'Standard_Reason1': 8 (0.0%) + 'AutoNewsAdmin': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 46,212,450/46,212,450 (100.0%) +Types: NoneType:42,710,029, str:3,502,421 +Null/Empty: null:42,710,029, empty_str:1,413,824 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 3,283 (0.2%) + '#dadada': 1,318 (0.1%) + '#ff66ac': 949 (0.0%) + '#373c3f': 656 (0.0%) + '#ea0027': 583 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 46,212,450/46,212,450 (100.0%) +Types: NoneType:44,849,237, str:1,363,213 +Null/Empty: null:44,849,237, empty_str:132,855 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 109 (0.0%) + 'team-harmony': 91 (0.0%) + 'verified': 85 (0.0%) + 'green': 63 (0.0%) + 'v18': 57 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 46,212,450/46,212,450 (100.0%) +Types: NoneType:43,718,870, str:2,493,580 +Null/Empty: null:43,718,870 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'b54d8de2-6c35-11e9-924d-122677b24742': 14 (0.0%) + 'ef54aab6-9bc7-11e1-a725-12313b0c247a': 13 (0.0%) + '9e65bc20-734d-11e9-8af3-0e0da18da3f2': 10 (0.0%) + '38fb4ae2-4e59-11e1-912e-12313d18ad57': 8 (0.0%) + '7af9a994-9e12-11eb-964d-0e2ca025cbcf': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 46,212,450/46,212,450 (100.0%) +Types: NoneType:43,159,478, str:3,052,972 +Null/Empty: null:43,159,478, empty_str:167,511 +String length avg: 16.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified': 43 (0.0%) + 'Verified Seller': 25 (0.0%) + 'Layperson/not verified as healthcare professional': 14 (0.0%) + '15': 11 (0.0%) + 'Verified (18+)': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 46,212,450/46,212,450 (100.0%) +Types: NoneType:37,221,212, str:8,991,238 +Null/Empty: null:37,221,212, empty_str:23,280 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 8,101,046 (90.3%) + 'light': 866,912 (9.7%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 46,212,450/46,212,450 (100.0%) +Types: list:46,212,450 +Null/Empty: empty_arr:46,212,450 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 46,212,450/46,212,450 (100.0%) +Types: bool:46,212,450 +Booleans: true:39,725,654 (86.0%), false:6,486,796 (14.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 46,212,450/46,212,450 (100.0%) +Types: NoneType:46,211,398, str:1,052 +Null/Empty: null:46,211,398 +String length avg: 14.1 +Unique strings tracked: 10 +String values distribution: + 'diy_and_crafts': 768 (73.0%) + 'drawing_and_painting': 147 (14.0%) + 'gaming': 45 (4.3%) + 'entertainment': 35 (3.3%) + 'animals': 34 (3.2%) + 'photography': 18 (1.7%) + 'videos': 2 (0.2%) + 'memes': 1 (0.1%) + 'writing': 1 (0.1%) + 'funny': 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 46,212,450/46,212,450 (100.0%) +Types: NoneType:46,048,983, list:163,467 +Null/Empty: null:46,048,983 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 46,212,450/46,212,450 (100.0%) +Types: bool:46,212,450 +Booleans: true:56,453 (0.1%), false:46,155,997 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 46,212,450/46,212,450 (100.0%) +Types: float:44,556,823, int:1,655,627 +Numeric values: 46,212,450 total +Numeric range: min:1,690,848,000.0, max:1,693,526,399, avg:1692195146.5 +Numeric std dev: 770487.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 46,212,450/46,212,450 (100.0%) +Types: NoneType:45,413,533, str:798,917 +Null/Empty: null:45,413,533 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 798,917 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 46,212,450/46,212,450 (100.0%) +Types: NoneType:46,175,436, str:37,014 +Null/Empty: null:46,175,436 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 36,940 (99.8%) + 'admin': 74 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 46,212,450/46,212,450 (100.0%) +Types: str:46,212,450 +Null/Empty: empty_str:284,247 +String length avg: 13.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 765 (0.0%) + 'reddit.com': 211 (0.0%) + 'i.imgur.com': 172 (0.0%) + 'redgifs.com': 122 (0.0%) + 'echojobs.io': 41 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 46,212,450/46,212,450 (100.0%) +Types: bool:46,177,606, float:34,519, int:325 +Booleans: true:0 (0.0%), false:46,177,606 (100.0%) +Numeric values: 34,844 total +Numeric range: min:1,690,848,767.0, max:1,694,619,592.0, avg:1692149536.6 +Numeric std dev: 771393.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 46,212,450/46,212,450 (100.0%) +Types: int:46,212,450 +Numeric values: 46,212,450 total +Numeric range: min:0, max:96, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 24 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 46,212,450/46,212,450 (100.0%) +Types: dict:46,212,450 +Null/Empty: empty_obj:46,190,168 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 46,212,450/46,212,450 (100.0%) +Types: bool:46,212,450 +Booleans: true:0 (0.0%), false:46,212,450 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 46,212,450/46,212,450 (100.0%) +Types: bool:46,212,450 +Booleans: true:44,044,445 (95.3%), false:2,168,005 (4.7%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 46,212,450/46,212,450 (100.0%) +Types: str:46,212,450 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '15ewdfi': 1 (0.0%) + '15ewdfj': 1 (0.0%) + '15ewdfl': 1 (0.0%) + '15ewdfn': 1 (0.0%) + '15ewdfo': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 46,212,450/46,212,450 (100.0%) +Types: bool:46,212,450 +Booleans: true:104,385 (0.2%), false:46,108,065 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 46,212,450/46,212,450 (100.0%) +Types: bool:46,212,450 +Booleans: true:33,033,616 (71.5%), false:13,178,834 (28.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 46,212,450/46,212,450 (100.0%) +Types: bool:46,212,450 +Booleans: true:63 (0.0%), false:46,212,387 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 46,212,450/46,212,450 (100.0%) +Types: bool:46,212,450 +Booleans: true:344,815 (0.7%), false:45,867,635 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 46,212,450/46,212,450 (100.0%) +Types: bool:46,212,450 +Booleans: true:14,228,861 (30.8%), false:31,983,589 (69.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 46,212,450/46,212,450 (100.0%) +Types: bool:46,212,450 +Booleans: true:38,052,304 (82.3%), false:8,160,146 (17.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 46,212,450/46,212,450 (100.0%) +Types: bool:46,212,450 +Booleans: true:17,120,902 (37.0%), false:29,091,548 (63.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 46,212,450/46,212,450 (100.0%) +Types: bool:46,212,450 +Booleans: true:1,084,400 (2.3%), false:45,128,050 (97.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 46,212,450/46,212,450 (100.0%) +Types: str:45,272,150, NoneType:940,300 +Null/Empty: null:940,300, empty_str:32,848,686 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 564 (0.0%) + '#0079d3': 523 (0.0%) + '#ea0027': 404 (0.0%) + '#ff66ac': 373 (0.0%) + '#ffd635': 355 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 46,212,450/46,212,450 (100.0%) +Types: NoneType:32,568,729, str:13,643,721 +Null/Empty: null:32,568,729, empty_str:9,665,653 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 155 (0.0%) + 'question': 124 (0.0%) + 'male': 74 (0.0%) + 'blue': 58 (0.0%) + 'red': 40 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 46,212,450/46,212,450 (100.0%) +Types: list:46,212,450 +Null/Empty: empty_arr:39,947,243 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 46,212,450/46,212,450 (100.0%) +Types: NoneType:31,525,604, str:14,686,846 +Null/Empty: null:31,525,604, empty_str:1,968 +String length avg: 11.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 52 (0.0%) + 'Question': 49 (0.0%) + 'male': 24 (0.0%) + 'MALE': 14 (0.0%) + 'M4F': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 46,212,450/46,212,450 (100.0%) +Types: str:45,328,770, NoneType:883,680 +Null/Empty: null:883,680 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 39,041,252 (86.1%) + 'light': 6,287,518 (13.9%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 46,212,450/46,212,450 (100.0%) +Types: str:46,212,450 +String length avg: 4.5 +Unique strings tracked: 2 +String values distribution: + 'text': 40,054,123 (86.7%) + 'richtext': 6,158,327 (13.3%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 46,212,450/46,212,450 (100.0%) +Types: bool:46,212,450 +Booleans: true:1,492,570 (3.2%), false:44,719,880 (96.8%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 46,212,450/46,212,450 (100.0%) +Types: NoneType:42,016,199, dict:4,196,251 +Null/Empty: null:42,016,199 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 46,212,450/46,212,450 (100.0%) +Types: dict:46,212,450 +Null/Empty: empty_obj:43,095,545 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 46,212,450/46,212,450 (100.0%) +Types: bool:46,212,450 +Booleans: true:621 (0.0%), false:46,211,829 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 46,212,450/46,212,450 (100.0%) +Types: bool:46,212,450 +Booleans: true:38,972,746 (84.3%), false:7,239,704 (15.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 46,212,450/46,212,450 (100.0%) +Types: int:46,212,450 +Numeric values: 46,212,450 total +Numeric range: min:0, max:42,785, avg:3.9 +Numeric std dev: 44.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 46,212,450/46,212,450 (100.0%) +Types: int:46,212,450 +Numeric values: 46,212,450 total +Numeric range: min:0, max:273, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 46,212,450/46,212,450 (100.0%) +Types: bool:46,212,450 +Booleans: true:22,447,605 (48.6%), false:23,764,845 (51.4%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 46,212,450/46,212,450 (100.0%) +Types: NoneType:32,322,411, str:13,890,039 +Null/Empty: null:32,322,411 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 12,316,716 (88.7%) + 'some_ads': 1,572,792 (11.3%) + 'house_only': 521 (0.0%) + 'promo_all': 6 (0.0%) + 'promo_adult_nsfw': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 46,212,450/46,212,450 (100.0%) +Types: str:46,212,450 +String length avg: 68.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/NYCinfluencersnark/comments/15ewdfi/the_enigma_...': 1 (0.0%) + '/r/MakeNewFriendsHere/comments/15ewdfj/hello_im_lo...': 1 (0.0%) + '/r/gardening/comments/15ewdfl/can_you_use_peas_dri...': 1 (0.0%) + '/r/NoMansSkyTheGame/comments/15ewdfn/i_may_have_lo...': 1 (0.0%) + '/r/Snapchat_promotions/comments/15ewdfo/22f_f4m_se...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 46,212,450/46,212,450 (100.0%) +Types: bool:46,212,450 +Booleans: true:0 (0.0%), false:46,212,450 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 46,212,450/46,212,450 (100.0%) +Types: NoneType:32,322,411, int:13,890,039 +Null/Empty: null:32,322,411 +Numeric values: 13,890,039 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 12,316,716 (88.7%) + 7: 1,572,792 (11.3%) + 1: 521 (0.0%) + 5: 6 (0.0%) + 3: 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 46,212,450/46,212,450 (100.0%) +Types: bool:46,212,450 +Booleans: true:1,877 (0.0%), false:46,210,573 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 46,212,450/46,212,450 (100.0%) +Types: NoneType:46,212,450 +Null/Empty: null:46,212,450 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 46,212,450/46,212,450 (100.0%) +Types: NoneType:38,055,812, str:8,156,638 +Null/Empty: null:38,055,812 +String length avg: 8.7 +Unique strings tracked: 8 +String values distribution: + 'moderator': 3,687,821 (45.2%) + 'reddit': 2,866,946 (35.1%) + 'automod_filtered': 993,159 (12.2%) + 'deleted': 595,363 (7.3%) + 'content_takedown': 8,149 (0.1%) + 'author': 5,008 (0.1%) + 'copyright_takedown': 187 (0.0%) + 'community_ops': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 46,212,450/46,212,450 (100.0%) +Types: int:46,212,450 +Numeric values: 46,212,450 total +Numeric range: min:1,690,848,021, max:1,694,835,183, avg:1692195866.8 +Numeric std dev: 771423.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 46,212,450/46,212,450 (100.0%) +Types: int:46,212,450 +Numeric values: 46,212,450 total +Numeric range: min:0, max:80,578, avg:2.2 +Numeric std dev: 81.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 46,212,450/46,212,450 (100.0%) +Types: NoneType:42,016,199, dict:4,196,251 +Null/Empty: null:42,016,199 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 46,212,450/46,212,450 (100.0%) +Types: dict:46,212,450 +Null/Empty: empty_obj:43,095,545 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 46,212,450/46,212,450 (100.0%) +Types: str:46,212,450 +Null/Empty: empty_str:30,902,297 +String length avg: 461.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 179 (0.0%) + 'what is this sub for (i forgot) (please help)': 16 (0.0%) + '[deleted]': 13 (0.0%) + '[https://m3alrahman.blogspot.com/2021/02/blog-post...': 8 (0.0%) + 'Use this thread to ask anything at all!': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 46,212,450/46,212,450 (100.0%) +Types: bool:46,212,450 +Booleans: true:41,744,309 (90.3%), false:4,468,141 (9.7%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 46,212,450/46,212,450 (100.0%) +Types: bool:46,212,450 +Booleans: true:505,705 (1.1%), false:45,706,745 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 46,212,450/46,212,450 (100.0%) +Types: bool:46,212,450 +Booleans: true:215,952 (0.5%), false:45,996,498 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 46,212,450/46,212,450 (100.0%) +Types: str:46,212,450 +String length avg: 12.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 10 (0.0%) + 'RoleplayHentai': 6 (0.0%) + 'SextingSC_': 6 (0.0%) + 'desijobudds11': 6 (0.0%) + 'jobboardsearch': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 46,212,450/46,212,450 (100.0%) +Types: str:46,212,450 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 10 (0.0%) + 't5_2zry07': 6 (0.0%) + 't5_7wbki7': 6 (0.0%) + 't5_903k7w': 6 (0.0%) + 't5_75flg6': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 46,212,450/46,212,450 (100.0%) +Types: str:46,212,450 +String length avg: 14.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/AskReddit': 10 (0.0%) + 'r/RoleplayHentai': 6 (0.0%) + 'r/SextingSC_': 6 (0.0%) + 'r/desijobudds11': 6 (0.0%) + 'r/jobboardsearch': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 46,212,450/46,212,450 (100.0%) +Types: int:46,212,450 +Numeric values: 46,212,450 total +Numeric range: min:-1, max:52,661,311, avg:760144.9 +Numeric std dev: 3929961.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 46,212,450/46,212,450 (100.0%) +Types: str:46,212,450 +String length avg: 6.1 +Unique strings tracked: 5 +String values distribution: + 'public': 39,980,035 (86.5%) + 'user': 3,661,483 (7.9%) + 'restricted': 2,570,926 (5.6%) + 'archived': 3 (0.0%) + 'private': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 46,212,450/46,212,450 (100.0%) +Types: NoneType:37,311,040, str:8,901,410 +Null/Empty: null:37,311,040 +String length avg: 4.0 +Unique strings tracked: 8 +String values distribution: + 'qa': 3,298,677 (37.1%) + 'new': 2,468,463 (27.7%) + 'confidence': 1,716,802 (19.3%) + 'top': 998,134 (11.2%) + 'old': 390,392 (4.4%) + 'controversial': 14,367 (0.2%) + 'live': 9,926 (0.1%) + 'random': 4,649 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 46,212,450/46,212,450 (100.0%) +Types: str:46,212,450 +Null/Empty: empty_str:1,567 +String length avg: 24.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 2,243 (0.0%) + 'self': 1,121 (0.0%) + 'default': 129 (0.0%) + 'image': 26 (0.0%) + 'spoiler': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 46,212,450/46,212,450 (100.0%) +Types: str:46,212,450 +String length avg: 54.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Grab me like i am your Pet': 11 (0.0%) + 'الْماهِرُ بالقُرْآنِ مع السَّفَرَةِ الكِرامِ البَر...': 8 (0.0%) + 'Teen, Deep fuck,solo teen, Brothers and sister, Fa...': 6 (0.0%) + 'how would you make me cum?': 4 (0.0%) + 'Join my Live Group "AmberLynn’s Dungeon", ONLY val...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 46,212,450/46,212,450 (100.0%) +Types: NoneType:46,212,431, str:19 +Null/Empty: null:46,212,431 +String length avg: 7.4 +Unique strings tracked: 2 +String values distribution: + 'INACTIVE': 13 (68.4%) + 'ACTIVE': 6 (31.6%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 46,212,450/46,212,450 (100.0%) +Types: int:46,212,450 +Numeric values: 46,212,450 total +Numeric range: min:0, max:667, avg:0.0 +Numeric std dev: 0.2 +Unique numbers tracked: 77 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 46,212,450/46,212,450 (100.0%) +Types: list:46,212,450 +Null/Empty: empty_arr:46,212,445 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 46,212,450/46,212,450 (100.0%) +Types: float:33,287,246, int:12,925,204 +Numeric values: 46,212,450 total +Numeric range: min:0.01, max:1, avg:1.0 +Numeric std dev: 0.0 +Unique numbers tracked: 100 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 46,212,450/46,212,450 (100.0%) +Types: str:46,212,450 +Null/Empty: empty_str:284,341 +String length avg: 65.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/rundowndecimaleider': 4 (0.0%) + 'https://joinfambase.com/invite?c=P7MxPBgm': 4 (0.0%) + 'https://youtube.com/watch?v=gqQVE00tgsE&feature=sh...': 2 (0.0%) + 'https://www.redgifs.com/watch/denseeverlastingmilk...': 2 (0.0%) + 'https://i.imgur.com/Srzl5W0.gifv': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 46,212,450/46,212,450 (100.0%) +Types: NoneType:46,212,450 +Null/Empty: null:46,212,450 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 46,212,450/46,212,450 (100.0%) +Types: NoneType:32,322,411, str:13,890,039 +Null/Empty: null:32,322,411 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 12,316,716 (88.7%) + 'some_ads': 1,572,792 (11.3%) + 'house_only': 521 (0.0%) + 'promo_all': 6 (0.0%) + 'promo_adult_nsfw': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 46,212,450/46,212,450 (100.0%) +Types: NoneType:32,322,411, int:13,890,039 +Null/Empty: null:32,322,411 +Numeric values: 13,890,039 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 12,316,716 (88.7%) + 7: 1,572,792 (11.3%) + 1: 521 (0.0%) + 5: 6 (0.0%) + 3: 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 46,210,883/46,212,450 (100.0%) +Types: int:27,833,771, NoneType:18,377,112 +Null/Empty: null:18,377,112 +Numeric values: 27,833,771 total +Numeric range: min:0, max:140, avg:122.8 +Numeric std dev: 26.3 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 46,210,883/46,212,450 (100.0%) +Types: int:27,833,771, NoneType:18,377,112 +Null/Empty: null:18,377,112 +Numeric values: 27,833,771 total +Numeric range: min:0, max:140, avg:139.9 +Numeric std dev: 2.4 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 46,210,296/46,212,450 (100.0%) +Types: float:45,014,770, int:1,195,526 +Numeric values: 46,210,296 total +Numeric range: min:1,690,848,000.0, max:1,693,526,399, avg:1692195143.4 +Numeric std dev: 770490.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 46,210,296/46,212,450 (100.0%) +Types: str:46,210,296 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_15ewdfi': 1 (0.0%) + 't3_15ewdfj': 1 (0.0%) + 't3_15ewdfl': 1 (0.0%) + 't3_15ewdfn': 1 (0.0%) + 't3_15ewdfo': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 46,210,218/46,212,450 (100.0%) +Types: int:46,210,218 +Numeric values: 46,210,218 total +Numeric range: min:0, max:80,578, avg:2.2 +Numeric std dev: 81.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: updated_on Occurrence: 46,174,215/46,212,450 (99.9%) +Types: int:46,174,215 +Numeric values: 46,174,215 total +Numeric range: min:1,690,848,036, max:1,694,829,718, avg:1692199323.2 +Numeric std dev: 770635.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 45,927,813/46,212,450 (99.4%) +Types: str:45,927,813 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 44,422,319 (96.7%) + 'richtext': 1,505,494 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 45,927,813/46,212,450 (99.4%) +Types: str:45,927,813 +String length avg: 11.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 34 (0.0%) + 't2_ox6r7kz9': 16 (0.0%) + 't2_f921be9tt': 13 (0.0%) + 't2_990opka0': 8 (0.0%) + 't2_12elra': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 45,927,813/46,212,450 (99.4%) +Types: bool:45,927,813 +Booleans: true:0 (0.0%), false:45,927,813 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 45,927,813/46,212,450 (99.4%) +Types: bool:45,927,813 +Booleans: true:1,701,747 (3.7%), false:44,226,066 (96.3%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 45,751,193/46,212,450 (99.0%) +Types: NoneType:45,742,712, str:8,481 +Null/Empty: null:45,742,712 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 8,481 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 45,749,393/46,212,450 (99.0%) +Types: NoneType:45,749,393 +Null/Empty: null:45,749,393 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 45,749,393/46,212,450 (99.0%) +Types: NoneType:45,749,393 +Null/Empty: null:45,749,393 + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 45,749,393/46,212,450 (99.0%) +Types: bool:45,749,393 +Booleans: true:0 (0.0%), false:45,749,393 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 45,749,393/46,212,450 (99.0%) +Types: NoneType:45,749,393 +Null/Empty: null:45,749,393 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 45,749,393/46,212,450 (99.0%) +Types: NoneType:45,749,393 +Null/Empty: null:45,749,393 + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 45,749,393/46,212,450 (99.0%) +Types: bool:45,749,393 +Booleans: true:0 (0.0%), false:45,749,393 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 45,749,393/46,212,450 (99.0%) +Types: bool:45,749,393 +Booleans: true:0 (0.0%), false:45,749,393 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 45,749,393/46,212,450 (99.0%) +Types: int:45,749,393 +Numeric values: 45,749,393 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 45,749,393 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 45,749,393/46,212,450 (99.0%) +Types: NoneType:45,749,393 +Null/Empty: null:45,749,393 + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 45,749,393/46,212,450 (99.0%) +Types: NoneType:45,749,393 +Null/Empty: null:45,749,393 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 45,749,393/46,212,450 (99.0%) +Types: NoneType:45,749,393 +Null/Empty: null:45,749,393 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 45,749,393/46,212,450 (99.0%) +Types: NoneType:45,749,393 +Null/Empty: null:45,749,393 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 45,749,393/46,212,450 (99.0%) +Types: list:45,749,393 +Null/Empty: empty_arr:45,749,393 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 45,749,393/46,212,450 (99.0%) +Types: int:45,749,393 +Numeric values: 45,749,393 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 45,749,393 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 45,749,393/46,212,450 (99.0%) +Types: list:45,749,393 +Null/Empty: empty_arr:45,749,393 + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 45,749,393/46,212,450 (99.0%) +Types: bool:45,749,393 +Booleans: true:0 (0.0%), false:45,749,393 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 45,749,393/46,212,450 (99.0%) +Types: list:45,749,393 +Null/Empty: empty_arr:45,749,393 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 45,749,393/46,212,450 (99.0%) +Types: bool:45,749,393 +Booleans: true:0 (0.0%), false:45,749,393 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 45,356,270/46,212,450 (98.1%) +Types: list:45,356,270 +Null/Empty: empty_arr:43,808,469 + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 29,092,597/46,212,450 (63.0%) +Types: str:29,092,597 +Null/Empty: empty_str:198,565 +String length avg: 49.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/rundowndecimaleider': 4 (0.0%) + 'https://joinfambase.com/invite?c=P7MxPBgm': 4 (0.0%) + 'https://youtube.com/watch?v=Slzj_2Z84NE&feature=sh...': 3 (0.0%) + 'https://youtube.com/watch?v=gqQVE00tgsE&feature=sh...': 2 (0.0%) + 'https://www.redgifs.com/watch/denseeverlastingmilk...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 24,813,621/46,212,450 (53.7%) +Types: str:24,813,621 +String length avg: 5.6 +Unique strings tracked: 7 +String values distribution: + 'image': 14,028,287 (56.5%) + 'link': 5,688,190 (22.9%) + 'rich:video': 2,891,501 (11.7%) + 'self': 1,123,419 (4.5%) + 'hosted:video': 1,081,699 (4.4%) + 'video': 349 (0.0%) + 'gallery': 176 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 24,813,621/46,212,450 (53.7%) +Types: dict:24,813,621 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 13,860,496/46,212,450 (30.0%) +Types: str:13,860,496 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'd897238a-545a-11eb-8db1-0e23163a9deb': 19 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 11 (0.0%) + 'e3937af4-545a-11eb-a4f9-0e85c04e87bb': 7 (0.0%) + '999b570e-178c-11e8-b845-0e3eb9302c3a': 6 (0.0%) + 'a3fee9e4-a1be-11eb-a631-0e07e934703b': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 3,875,090/46,212,450 (8.4%) +Types: dict:3,387,399, NoneType:487,691 +Null/Empty: null:487,691, empty_obj:4 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 3,373,354/46,212,450 (7.3%) +Types: dict:2,962,186, NoneType:411,168 +Null/Empty: null:411,168 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 3,373,354/46,212,450 (7.3%) +Types: bool:3,373,354 +Booleans: true:3,373,354 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,462,379/46,212,450 (3.2%) +Types: str:1,462,379 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_15evw9i': 15 (0.0%) + 't3_15etl0e': 11 (0.0%) + 't3_15etfkg': 7 (0.0%) + 't3_15etbn2': 6 (0.0%) + 't3_15ewdai': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,462,379/46,212,450 (3.2%) +Types: list:1,462,379 +Null/Empty: empty_arr:62 + +──────────────────────────────────────────────────────────── +FIELD: previous_selftext Occurrence: 1,326,028/46,212,450 (2.9%) +Types: str:1,326,028 +Null/Empty: empty_str:18,316 +String length avg: 627.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 586 (0.0%) + '[deleted]': 122 (0.0%) + 'Hi! I'm seeking a genuine, long term friendship wh...': 2 (0.0%) + 'I made a Minecraft loading screen in style of Gran...': 2 (0.0%) + 'Hi all! I'm moving into a furnished apartment in T...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 121,302/46,212,450 (0.3%) +Types: dict:113,119, NoneType:8,183 +Null/Empty: null:8,183 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 106,545/46,212,450 (0.2%) +Types: bool:106,545 +Booleans: true:106,545 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 104,385/46,212,450 (0.2%) +Types: NoneType:104,372, list:13 +Null/Empty: null:104,372 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 104,385/46,212,450 (0.2%) +Types: NoneType:96,063, str:8,322 +Null/Empty: null:96,063 +String length avg: 53.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '*Excludes tax, fees, port expenses and deposit. Te...': 101 (1.2%) + 'Acura Precision Certified, back at a dealer near y...': 75 (0.9%) + 'Check [carnival.com/fmterms](http://www.carnival.c...': 55 (0.7%) + 'Pre-Order Starfield Now': 48 (0.6%) + 'Tickets on sale now!': 45 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 104,385/46,212,450 (0.2%) +Types: NoneType:104,385 +Null/Empty: null:104,385 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 104,385/46,212,450 (0.2%) +Types: NoneType:104,385 +Null/Empty: null:104,385 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 104,385/46,212,450 (0.2%) +Types: NoneType:104,385 +Null/Empty: null:104,385 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 104,385/46,212,450 (0.2%) +Types: str:104,380, NoneType:5 +Null/Empty: null:5 +String length avg: 11.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_bzv9vgqp': 340 (0.3%) + 't2_jyoztx11': 245 (0.2%) + 't2_tnk0sxl7': 179 (0.2%) + 't2_tnjwypik': 179 (0.2%) + 't2_4kfv0g6z': 153 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 104,385/46,212,450 (0.2%) +Types: NoneType:104,385 +Null/Empty: null:104,385 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 104,385/46,212,450 (0.2%) +Types: str:87,072, NoneType:17,313 +Null/Empty: null:17,313 +String length avg: 15.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 403 (0.5%) + 'apps.apple.com': 162 (0.2%) + 'peacocktv.com': 153 (0.2%) + 'play.google.com': 117 (0.1%) + 'iu.org': 105 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 104,385/46,212,450 (0.2%) +Types: NoneType:104,377, str:8 +Null/Empty: null:104,377 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'iframe': 7 (87.5%) + 'scrape': 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 104,385/46,212,450 (0.2%) +Types: NoneType:104,377, str:8 +Null/Empty: null:104,377 +String length avg: 22.4 +Unique strings tracked: 3 +String values distribution: + 'https://reddit.com': 6 (75.0%) + 'https://www.youtube.com/watch?v=jfKfPfyJRdk': 1 (12.5%) + 'https://gilsgaragedoors.com/': 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 104,385/46,212,450 (0.2%) +Types: list:104,385 +Null/Empty: empty_arr:104,385 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 104,385/46,212,450 (0.2%) +Types: list:104,385 +Null/Empty: empty_arr:104,385 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 104,385/46,212,450 (0.2%) +Types: str:104,385 +String length avg: 92.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.reddit.com/': 150 (0.1%) + 'https://apps.apple.com/us/app/joe-the-juice/id1347...': 60 (0.1%) + 'https://www.iu.org/lp/distance-learning-degrees?ut...': 50 (0.0%) + 'https://trevorfosterstudio.com/shop/?utm_source=re...': 42 (0.0%) + 'https://fallout.bethesda.net/en/buy-now': 36 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 104,385/46,212,450 (0.2%) +Types: NoneType:104,385 +Null/Empty: null:104,385 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 104,385/46,212,450 (0.2%) +Types: NoneType:104,385 +Null/Empty: null:104,385 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 104,385/46,212,450 (0.2%) +Types: bool:104,385 +Booleans: true:0 (0.0%), false:104,385 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 104,385/46,212,450 (0.2%) +Types: bool:104,385 +Booleans: true:0 (0.0%), false:104,385 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 104,385/46,212,450 (0.2%) +Types: str:104,385 +Null/Empty: empty_str:43,685 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/6Nn9ZnnBW1QY...': 56 (0.1%) + 'https://reddit-image.s3.amazonaws.com/lpolQgtzLDAb...': 38 (0.1%) + 'https://reddit-image.s3.amazonaws.com/qWwPb1Zyju5x...': 37 (0.1%) + 'https://reddit-image.s3.amazonaws.com/WJs7gHBuyU6I...': 20 (0.0%) + 'https://reddit-image.s3.amazonaws.com/orFU7zXtPsJv...': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 104,385/46,212,450 (0.2%) +Types: NoneType:104,385 +Null/Empty: null:104,385 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 104,385/46,212,450 (0.2%) +Types: dict:104,385 +Null/Empty: empty_obj:104,385 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 104,385/46,212,450 (0.2%) +Types: NoneType:104,385 +Null/Empty: null:104,385 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 104,385/46,212,450 (0.2%) +Types: list:104,385 +Null/Empty: empty_arr:104,385 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 104,385/46,212,450 (0.2%) +Types: NoneType:103,983, str:402 +Null/Empty: null:103,983 +String length avg: 7.9 +Unique strings tracked: 2 +String values distribution: + 'PRODUCT': 357 (88.8%) + 'SPOTLIGHT_VIDEO': 45 (11.2%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 104,385/46,212,450 (0.2%) +Types: bool:104,385 +Booleans: true:0 (0.0%), false:104,385 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 104,385/46,212,450 (0.2%) +Types: NoneType:104,385 +Null/Empty: null:104,385 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 104,385/46,212,450 (0.2%) +Types: NoneType:104,385 +Null/Empty: null:104,385 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 104,385/46,212,450 (0.2%) +Types: NoneType:104,385 +Null/Empty: null:104,385 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 104,385/46,212,450 (0.2%) +Types: bool:104,385 +Booleans: true:104,385 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 104,385/46,212,450 (0.2%) +Types: NoneType:104,385 +Null/Empty: null:104,385 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 104,385/46,212,450 (0.2%) +Types: list:104,385 +Null/Empty: empty_arr:104,385 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 104,385/46,212,450 (0.2%) +Types: NoneType:104,385 +Null/Empty: null:104,385 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 104,385/46,212,450 (0.2%) +Types: NoneType:104,385 +Null/Empty: null:104,385 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 85,012/46,212,450 (0.2%) +Types: str:85,012 +String length avg: 8.8 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 26,582 (31.3%) + 'Shop Now': 15,312 (18.0%) + 'Download': 11,862 (14.0%) + 'Sign Up': 9,906 (11.7%) + 'View More': 4,598 (5.4%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 8,289/46,212,450 (0.0%) +Types: list:8,289 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 715/46,212,450 (0.0%) +Types: str:715 +String length avg: 6.2 +Unique strings tracked: 103 +Top 5 string values: + '$41.50': 61 (8.5%) + '$24.99': 48 (6.7%) + '$629.00': 30 (4.2%) + '$29.99': 27 (3.8%) + '$39.99': 26 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 80/46,212,450 (0.0%) +Types: float:80 +Numeric values: 80 total +Numeric range: min:1,690,929,000.0, max:1,693,695,600.0, avg:1692408442.5 +Numeric std dev: 823623.9 +Unique numbers tracked: 63 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 80/46,212,450 (0.0%) +Types: bool:80 +Booleans: true:0 (0.0%), false:80 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 80/46,212,450 (0.0%) +Types: float:80 +Numeric values: 80 total +Numeric range: min:1,690,914,600.0, max:1,693,681,200.0, avg:1692395212.5 +Numeric std dev: 823350.7 +Unique numbers tracked: 63 + +──────────────────────────────────────────────────────────── +FIELD: user_reports_dismissed Occurrence: 12/46,212,450 (0.0%) +Types: NoneType:12 +Null/Empty: null:12 + +================================================================================ + +================================================================================ +FILE: RS_2023-09.jsonl +Analysis Time: 2026-01-16 13:08:58 +================================================================================ +Processed lines: 42,881,758 +Total unique fields: 159 +Max unique values tracked per field: 1,000 +Sample size: 42,881,758 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 42,881,758/42,881,758 (100.0%) +Types: list:42,881,758 +Null/Empty: empty_arr:42,833,497 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 42,881,758/42,881,758 (100.0%) +Types: bool:42,881,758 +Booleans: true:384,539 (0.9%), false:42,497,219 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 42,881,758/42,881,758 (100.0%) +Types: bool:42,881,758 +Booleans: true:0 (0.0%), false:42,881,758 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 42,881,758/42,881,758 (100.0%) +Types: str:42,881,758 +String length avg: 13.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 25 (0.0%) + 'Starbaby92': 14 (0.0%) + 'EchoJobs': 14 (0.0%) + 'CommitteeShort4567': 8 (0.0%) + 'PersonalizedGameRecs': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 42,881,758/42,881,758 (100.0%) +Types: NoneType:39,721,844, str:3,159,914 +Null/Empty: null:39,721,844, empty_str:1,211,217 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 3,498 (0.2%) + '#dadada': 1,137 (0.1%) + '#ff66ac': 1,035 (0.1%) + '#373c3f': 733 (0.0%) + '#ea0027': 654 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 42,881,758/42,881,758 (100.0%) +Types: NoneType:41,666,574, str:1,215,184 +Null/Empty: null:41,666,574, empty_str:119,627 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 106 (0.0%) + 'verified': 78 (0.0%) + 'green': 76 (0.0%) + 'team-harmony': 65 (0.0%) + 'v18': 49 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 42,881,758/42,881,758 (100.0%) +Types: NoneType:40,552,702, str:2,329,056 +Null/Empty: null:40,552,702 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'f8768868-cc77-11eb-a6a3-0e2607badfed': 41 (0.0%) + '83552846-1686-11ed-969b-ba4537410bba': 25 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 22 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 15 (0.0%) + 'f11e1114-ab94-11ed-9af9-6a320c8eba37': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 42,881,758/42,881,758 (100.0%) +Types: NoneType:40,062,769, str:2,818,989 +Null/Empty: null:40,062,769, empty_str:159,802 +String length avg: 17.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified': 48 (0.0%) + ':Constellation: Constellation': 36 (0.0%) + 'VERIFIED': 24 (0.0%) + ':Crimson_Fleet: Crimson Fleet': 22 (0.0%) + 'Layperson/not verified as healthcare professional': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 42,881,758/42,881,758 (100.0%) +Types: NoneType:34,491,917, str:8,389,841 +Null/Empty: null:34,491,917, empty_str:24,894 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 7,550,506 (90.3%) + 'light': 814,441 (9.7%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 42,881,758/42,881,758 (100.0%) +Types: list:42,881,758 +Null/Empty: empty_arr:42,881,758 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 42,881,758/42,881,758 (100.0%) +Types: bool:42,881,758 +Booleans: true:18,298,252 (42.7%), false:24,583,506 (57.3%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 42,881,758/42,881,758 (100.0%) +Types: NoneType:42,880,709, str:1,049 +Null/Empty: null:42,880,709 +String length avg: 13.7 +Unique strings tracked: 11 +Top 5 string values: + 'diy_and_crafts': 852 (81.2%) + 'drawing_and_painting': 70 (6.7%) + 'gaming': 38 (3.6%) + 'animals': 28 (2.7%) + 'entertainment': 25 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 42,881,758/42,881,758 (100.0%) +Types: NoneType:42,730,317, list:151,441 +Null/Empty: null:42,730,317 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 42,881,758/42,881,758 (100.0%) +Types: bool:42,881,758 +Booleans: true:49,317 (0.1%), false:42,832,441 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 42,881,758/42,881,758 (100.0%) +Types: float:41,688,373, int:1,193,385 +Numeric values: 42,881,758 total +Numeric range: min:1,693,526,400.0, max:1,696,118,399.0, avg:1694820855.7 +Numeric std dev: 750589.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 42,881,758/42,881,758 (100.0%) +Types: NoneType:42,510,376, str:371,382 +Null/Empty: null:42,510,376 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 371,382 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 42,881,758/42,881,758 (100.0%) +Types: NoneType:42,853,500, str:28,258 +Null/Empty: null:42,853,500 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 28,243 (99.9%) + 'admin': 15 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 42,881,758/42,881,758 (100.0%) +Types: str:42,881,758 +Null/Empty: empty_str:220,055 +String length avg: 13.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 865 (0.0%) + 'reddit.com': 209 (0.0%) + 'redgifs.com': 135 (0.0%) + 'i.imgur.com': 95 (0.0%) + 'self.Starfield': 54 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 42,881,758/42,881,758 (100.0%) +Types: bool:42,848,487, float:33,081, int:190 +Booleans: true:0 (0.0%), false:42,848,487 (100.0%) +Numeric values: 33,271 total +Numeric range: min:1,693,526,633.0, max:1,696,551,565.0, avg:1694829767.9 +Numeric std dev: 735928.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 42,881,758/42,881,758 (100.0%) +Types: int:42,881,758 +Numeric values: 42,881,758 total +Numeric range: min:0, max:244, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 36 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 42,881,758/42,881,758 (100.0%) +Types: dict:42,881,758 +Null/Empty: empty_obj:42,865,953 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 42,881,758/42,881,758 (100.0%) +Types: bool:42,881,758 +Booleans: true:0 (0.0%), false:42,881,758 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 42,881,758/42,881,758 (100.0%) +Types: bool:42,881,758 +Booleans: true:40,935,929 (95.5%), false:1,945,829 (4.5%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 42,881,758/42,881,758 (100.0%) +Types: str:42,881,758 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '166rg7m': 1 (0.0%) + '166rg7n': 1 (0.0%) + '166rg7o': 1 (0.0%) + '166rg7r': 1 (0.0%) + '166rg7s': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 42,881,758/42,881,758 (100.0%) +Types: bool:42,881,758 +Booleans: true:95,080 (0.2%), false:42,786,678 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 42,881,758/42,881,758 (100.0%) +Types: bool:42,881,758 +Booleans: true:35,003,749 (81.6%), false:7,878,009 (18.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 42,881,758/42,881,758 (100.0%) +Types: bool:42,881,758 +Booleans: true:51 (0.0%), false:42,881,707 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 42,881,758/42,881,758 (100.0%) +Types: bool:42,881,758 +Booleans: true:366,232 (0.9%), false:42,515,526 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 42,881,758/42,881,758 (100.0%) +Types: bool:42,881,758 +Booleans: true:13,260,074 (30.9%), false:29,621,684 (69.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 42,881,758/42,881,758 (100.0%) +Types: bool:42,881,758 +Booleans: true:35,123,326 (81.9%), false:7,758,432 (18.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 42,881,758/42,881,758 (100.0%) +Types: bool:42,881,758 +Booleans: true:17,111,363 (39.9%), false:25,770,395 (60.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 42,881,758/42,881,758 (100.0%) +Types: bool:42,881,758 +Booleans: true:1,009,288 (2.4%), false:41,872,470 (97.6%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 42,881,758/42,881,758 (100.0%) +Types: str:42,053,566, NoneType:828,192 +Null/Empty: null:828,192, empty_str:30,528,466 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#0079d3': 619 (0.0%) + '#dadada': 601 (0.0%) + '#ea0027': 432 (0.0%) + '#ff66ac': 382 (0.0%) + '#ffd635': 370 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 42,881,758/42,881,758 (100.0%) +Types: NoneType:30,114,260, str:12,767,498 +Null/Empty: null:30,114,260, empty_str:9,035,027 +String length avg: 7.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 217 (0.0%) + 'question': 119 (0.0%) + 'male': 82 (0.0%) + 'help': 52 (0.0%) + 'blue': 41 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 42,881,758/42,881,758 (100.0%) +Types: list:42,881,758 +Null/Empty: empty_arr:36,914,789 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 42,881,758/42,881,758 (100.0%) +Types: NoneType:29,185,606, str:13,696,152 +Null/Empty: null:29,185,606, empty_str:1,693 +String length avg: 11.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 186 (0.0%) + 'Question': 87 (0.0%) + 'male': 27 (0.0%) + 'News': 22 (0.0%) + 'Meme': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 42,881,758/42,881,758 (100.0%) +Types: str:42,078,562, NoneType:803,196 +Null/Empty: null:803,196 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 36,199,934 (86.0%) + 'light': 5,878,628 (14.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 42,881,758/42,881,758 (100.0%) +Types: str:42,881,758 +String length avg: 4.5 +Unique strings tracked: 2 +String values distribution: + 'text': 37,013,723 (86.3%) + 'richtext': 5,868,035 (13.7%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 42,881,758/42,881,758 (100.0%) +Types: bool:42,881,758 +Booleans: true:1,409,853 (3.3%), false:41,471,905 (96.7%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 42,881,758/42,881,758 (100.0%) +Types: NoneType:38,866,520, dict:4,015,238 +Null/Empty: null:38,866,520 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 42,881,758/42,881,758 (100.0%) +Types: dict:42,881,758 +Null/Empty: empty_obj:39,863,058 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 42,881,758/42,881,758 (100.0%) +Types: bool:42,881,758 +Booleans: true:929 (0.0%), false:42,880,829 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 42,881,758/42,881,758 (100.0%) +Types: bool:42,881,758 +Booleans: true:36,026,729 (84.0%), false:6,855,029 (16.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 42,881,758/42,881,758 (100.0%) +Types: int:42,881,758 +Numeric values: 42,881,758 total +Numeric range: min:0, max:55,769, avg:4.2 +Numeric std dev: 54.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 42,881,758/42,881,758 (100.0%) +Types: int:42,881,758 +Numeric values: 42,881,758 total +Numeric range: min:0, max:218, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 61 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 42,881,758/42,881,758 (100.0%) +Types: bool:42,881,758 +Booleans: true:20,985,290 (48.9%), false:21,896,468 (51.1%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 42,881,758/42,881,758 (100.0%) +Types: NoneType:29,783,324, str:13,098,434 +Null/Empty: null:29,783,324 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 11,720,534 (89.5%) + 'some_ads': 1,377,098 (10.5%) + 'house_only': 795 (0.0%) + 'promo_adult_nsfw': 4 (0.0%) + 'promo_all': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 42,881,758/42,881,758 (100.0%) +Types: str:42,881,758 +String length avg: 68.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/barelylegalteens/comments/166rg7m/naughty_wild_...': 1 (0.0%) + '/r/OnlyPromos/comments/166rg7n/want_to_feel_how_we...': 1 (0.0%) + '/r/pokemon/comments/166rg7o/howd_i_do_lads_i_drew_...': 1 (0.0%) + '/r/DuvalCounty/comments/166rg7r/in_gators_we_trust...': 1 (0.0%) + '/r/196/comments/166rg7s/weapons_of_mass_destructio...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 42,881,758/42,881,758 (100.0%) +Types: bool:42,881,758 +Booleans: true:0 (0.0%), false:42,881,758 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 42,881,758/42,881,758 (100.0%) +Types: NoneType:29,783,324, int:13,098,434 +Null/Empty: null:29,783,324 +Numeric values: 13,098,434 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 11,720,534 (89.5%) + 7: 1,377,098 (10.5%) + 1: 795 (0.0%) + 3: 4 (0.0%) + 5: 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 42,881,758/42,881,758 (100.0%) +Types: bool:42,881,758 +Booleans: true:1,788 (0.0%), false:42,879,970 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 42,881,758/42,881,758 (100.0%) +Types: NoneType:42,881,758 +Null/Empty: null:42,881,758 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 42,881,758/42,881,758 (100.0%) +Types: NoneType:35,125,880, str:7,755,878 +Null/Empty: null:35,125,880 +String length avg: 8.5 +Unique strings tracked: 9 +String values distribution: + 'moderator': 3,196,964 (41.2%) + 'reddit': 3,125,975 (40.3%) + 'automod_filtered': 901,141 (11.6%) + 'deleted': 514,463 (6.6%) + 'content_takedown': 13,142 (0.2%) + 'author': 3,912 (0.1%) + 'copyright_takedown': 274 (0.0%) + 'anti_evil_ops': 6 (0.0%) + 'community_ops': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 42,881,758/42,881,758 (100.0%) +Types: int:42,881,758 +Numeric values: 42,881,758 total +Numeric range: min:1,693,526,421, max:1,696,737,999, avg:1694821018.4 +Numeric std dev: 750694.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 42,881,758/42,881,758 (100.0%) +Types: int:42,881,758 +Numeric values: 42,881,758 total +Numeric range: min:0, max:83,699, avg:2.3 +Numeric std dev: 79.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 42,881,758/42,881,758 (100.0%) +Types: NoneType:38,866,520, dict:4,015,238 +Null/Empty: null:38,866,520 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 42,881,758/42,881,758 (100.0%) +Types: dict:42,881,758 +Null/Empty: empty_obj:39,863,058 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 42,881,758/42,881,758 (100.0%) +Types: str:42,881,758 +Null/Empty: empty_str:27,956,460 +String length avg: 440.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 208 (0.0%) + '[deleted]': 17 (0.0%) + '.': 5 (0.0%) + '[source video](https://www.google.com/url?sa=t&sou...': 4 (0.0%) + '[source video](https://www.google.com/url?sa=t&sou...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 42,881,758/42,881,758 (100.0%) +Types: bool:42,881,758 +Booleans: true:39,561,138 (92.3%), false:3,320,620 (7.7%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 42,881,758/42,881,758 (100.0%) +Types: bool:42,881,758 +Booleans: true:458,245 (1.1%), false:42,423,513 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 42,881,758/42,881,758 (100.0%) +Types: bool:42,881,758 +Booleans: true:207,677 (0.5%), false:42,674,081 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 42,881,758/42,881,758 (100.0%) +Types: str:42,881,758 +String length avg: 12.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Starfield': 37 (0.0%) + 'jerkbudsNL12453': 26 (0.0%) + 'cuckik_addicted': 14 (0.0%) + 'slutsofsnapchat': 9 (0.0%) + 'wichsbros2556': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 42,881,758/42,881,758 (100.0%) +Types: str:42,881,758 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_3g41m': 37 (0.0%) + 't5_97xhh9': 26 (0.0%) + 't5_9812op': 14 (0.0%) + 't5_3brme': 9 (0.0%) + 't5_8txjjs': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 42,881,758/42,881,758 (100.0%) +Types: str:42,881,758 +String length avg: 14.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/Starfield': 37 (0.0%) + 'r/jerkbudsNL12453': 26 (0.0%) + 'r/cuckik_addicted': 14 (0.0%) + 'r/slutsofsnapchat': 9 (0.0%) + 'r/wichsbros2556': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 42,881,758/42,881,758 (100.0%) +Types: int:42,881,758 +Numeric values: 42,881,758 total +Numeric range: min:-663, max:53,077,935, avg:789266.6 +Numeric std dev: 4022661.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 42,881,758/42,881,758 (100.0%) +Types: str:42,881,758 +String length avg: 6.1 +Unique strings tracked: 4 +String values distribution: + 'public': 37,806,637 (88.2%) + 'user': 2,812,724 (6.6%) + 'restricted': 2,262,396 (5.3%) + 'private': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 42,881,758/42,881,758 (100.0%) +Types: NoneType:34,599,012, str:8,282,746 +Null/Empty: null:34,599,012 +String length avg: 4.3 +Unique strings tracked: 8 +String values distribution: + 'qa': 2,842,879 (34.3%) + 'new': 2,095,298 (25.3%) + 'confidence': 1,954,687 (23.6%) + 'top': 1,011,396 (12.2%) + 'old': 339,967 (4.1%) + 'live': 19,002 (0.2%) + 'controversial': 13,422 (0.2%) + 'random': 6,095 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 42,881,758/42,881,758 (100.0%) +Types: str:42,881,758 +Null/Empty: empty_str:1,495 +String length avg: 24.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 2,295 (0.0%) + 'self': 1,189 (0.0%) + 'default': 237 (0.0%) + 'spoiler': 34 (0.0%) + 'image': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 42,881,758/42,881,758 (100.0%) +Types: str:42,881,758 +String length avg: 55.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Craving some dick ;P': 10 (0.0%) + '⚠️⚠️Now Fresh Megas Newly uploaded 4500+ meg... te...': 7 (0.0%) + '4300+ meg...teen videos, f*ck, B.J, black cheap me...': 4 (0.0%) + 'I want to be spanked and spank them. ADD: Snapchat...': 4 (0.0%) + 'F23 (F4M) I’m feeling cold right now, I’m pretty l...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 42,881,758/42,881,758 (100.0%) +Types: NoneType:42,881,746, str:12 +Null/Empty: null:42,881,746 +String length avg: 7.7 +Unique strings tracked: 2 +String values distribution: + 'INACTIVE': 10 (83.3%) + 'ACTIVE': 2 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 42,881,758/42,881,758 (100.0%) +Types: int:42,881,758 +Numeric values: 42,881,758 total +Numeric range: min:0, max:1,649, avg:0.0 +Numeric std dev: 0.4 +Unique numbers tracked: 83 + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 42,881,758/42,881,758 (100.0%) +Types: list:42,881,758 +Null/Empty: empty_arr:42,881,755 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 42,881,758/42,881,758 (100.0%) +Types: float:30,602,230, int:12,279,528 +Numeric values: 42,881,758 total +Numeric range: min:0.01, max:1.0, avg:1.0 +Numeric std dev: 0.0 +Unique numbers tracked: 100 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 42,881,758/42,881,758 (100.0%) +Types: str:42,881,758 +Null/Empty: empty_str:220,046 +String length avg: 65.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/oo6XvsG.jpg': 12 (0.0%) + 'https://i.redgifs.com/i/luckyalienatedmoth.jpg': 4 (0.0%) + 'https://joinfambase.com/invite?c=NmVzJvam': 3 (0.0%) + 'https://i.imgur.com/sW4X873.gifv': 3 (0.0%) + 'https://rsbarrosphd.medium.com/10-must-read-books-...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 42,881,758/42,881,758 (100.0%) +Types: NoneType:42,881,758 +Null/Empty: null:42,881,758 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 42,881,758/42,881,758 (100.0%) +Types: NoneType:29,783,324, str:13,098,434 +Null/Empty: null:29,783,324 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 11,720,534 (89.5%) + 'some_ads': 1,377,098 (10.5%) + 'house_only': 795 (0.0%) + 'promo_adult_nsfw': 4 (0.0%) + 'promo_all': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 42,881,758/42,881,758 (100.0%) +Types: NoneType:29,783,324, int:13,098,434 +Null/Empty: null:29,783,324 +Numeric values: 13,098,434 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 11,720,534 (89.5%) + 7: 1,377,098 (10.5%) + 1: 795 (0.0%) + 3: 4 (0.0%) + 5: 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 42,880,264/42,881,758 (100.0%) +Types: float:41,689,502, int:1,190,762 +Numeric values: 42,880,264 total +Numeric range: min:1,693,526,400.0, max:1,696,118,399.0, avg:1694820855.0 +Numeric std dev: 750590.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 42,880,264/42,881,758 (100.0%) +Types: str:42,880,264 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_166rg7m': 1 (0.0%) + 't3_166rg7n': 1 (0.0%) + 't3_166rg7o': 1 (0.0%) + 't3_166rg7r': 1 (0.0%) + 't3_166rg7s': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 42,880,264/42,881,758 (100.0%) +Types: int:42,880,264 +Numeric values: 42,880,264 total +Numeric range: min:0, max:83,699, avg:2.3 +Numeric std dev: 79.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 42,880,263/42,881,758 (100.0%) +Types: int:24,668,151, NoneType:18,212,112 +Null/Empty: null:18,212,112 +Numeric values: 24,668,151 total +Numeric range: min:1, max:140, avg:123.4 +Numeric std dev: 26.0 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 42,880,263/42,881,758 (100.0%) +Types: int:24,668,151, NoneType:18,212,112 +Null/Empty: null:18,212,112 +Numeric values: 24,668,151 total +Numeric range: min:1, max:140, avg:139.9 +Numeric std dev: 2.5 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 42,879,135/42,881,758 (100.0%) +Types: NoneType:42,865,564, str:13,571 +Null/Empty: null:42,865,564 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 13,571 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 42,879,134/42,881,758 (100.0%) +Types: NoneType:42,879,134 +Null/Empty: null:42,879,134 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 42,879,134/42,881,758 (100.0%) +Types: NoneType:42,879,134 +Null/Empty: null:42,879,134 + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 42,879,134/42,881,758 (100.0%) +Types: bool:42,879,134 +Booleans: true:0 (0.0%), false:42,879,134 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 42,879,134/42,881,758 (100.0%) +Types: NoneType:42,879,134 +Null/Empty: null:42,879,134 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 42,879,134/42,881,758 (100.0%) +Types: NoneType:42,879,134 +Null/Empty: null:42,879,134 + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 42,879,134/42,881,758 (100.0%) +Types: bool:42,879,134 +Booleans: true:0 (0.0%), false:42,879,134 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 42,879,134/42,881,758 (100.0%) +Types: bool:42,879,134 +Booleans: true:0 (0.0%), false:42,879,134 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 42,879,134/42,881,758 (100.0%) +Types: int:42,879,134 +Numeric values: 42,879,134 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 42,879,134 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 42,879,134/42,881,758 (100.0%) +Types: NoneType:42,879,134 +Null/Empty: null:42,879,134 + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 42,879,134/42,881,758 (100.0%) +Types: NoneType:42,879,134 +Null/Empty: null:42,879,134 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 42,879,134/42,881,758 (100.0%) +Types: NoneType:42,879,134 +Null/Empty: null:42,879,134 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 42,879,134/42,881,758 (100.0%) +Types: NoneType:42,879,134 +Null/Empty: null:42,879,134 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 42,879,134/42,881,758 (100.0%) +Types: list:42,879,134 +Null/Empty: empty_arr:42,879,134 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 42,879,134/42,881,758 (100.0%) +Types: int:42,879,134 +Numeric values: 42,879,134 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 42,879,134 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 42,879,134/42,881,758 (100.0%) +Types: list:42,879,134 +Null/Empty: empty_arr:42,879,134 + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 42,879,134/42,881,758 (100.0%) +Types: bool:42,879,134 +Booleans: true:0 (0.0%), false:42,879,134 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 42,879,134/42,881,758 (100.0%) +Types: list:42,879,134 +Null/Empty: empty_arr:42,879,134 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 42,879,134/42,881,758 (100.0%) +Types: bool:42,879,134 +Booleans: true:0 (0.0%), false:42,879,134 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: updated_on Occurrence: 42,858,256/42,881,758 (99.9%) +Types: int:42,858,256 +Numeric values: 42,858,256 total +Numeric range: min:1,693,526,432, max:1,696,204,742, avg:1694824799.5 +Numeric std dev: 750782.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 42,661,183/42,881,758 (99.5%) +Types: str:42,661,183 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 41,281,145 (96.8%) + 'richtext': 1,380,038 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 42,661,183/42,881,758 (99.5%) +Types: str:42,661,183 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 25 (0.0%) + 't2_imalcc2mk': 14 (0.0%) + 't2_ox6r7kz9': 14 (0.0%) + 't2_irq05smy2': 8 (0.0%) + 't2_58rqc9j': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 42,661,183/42,881,758 (99.5%) +Types: bool:42,661,183 +Booleans: true:0 (0.0%), false:42,661,183 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 42,661,183/42,881,758 (99.5%) +Types: bool:42,661,183 +Booleans: true:1,387,100 (3.3%), false:41,274,083 (96.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 42,160,356/42,881,758 (98.3%) +Types: list:42,160,356 +Null/Empty: empty_arr:40,740,095 + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 25,770,963/42,881,758 (60.1%) +Types: str:25,770,963 +Null/Empty: empty_str:149,138 +String length avg: 47.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/oo6XvsG.jpg': 13 (0.0%) + 'https://i.redgifs.com/i/luckyalienatedmoth.jpg': 8 (0.0%) + 'https://i.imgur.com/sW4X873.gifv': 7 (0.0%) + 'https://joinfambase.com/invite?c=NmVzJvam': 5 (0.0%) + 'https://i.imgur.com/23bLIfg.gifv': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 21,957,013/42,881,758 (51.2%) +Types: str:21,957,013 +String length avg: 5.7 +Unique strings tracked: 7 +String values distribution: + 'image': 13,029,716 (59.3%) + 'link': 3,895,205 (17.7%) + 'rich:video': 2,817,047 (12.8%) + 'self': 1,207,178 (5.5%) + 'hosted:video': 1,007,243 (4.6%) + 'video': 442 (0.0%) + 'gallery': 182 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 21,957,013/42,881,758 (51.2%) +Types: dict:21,957,013 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 13,014,409/42,881,758 (30.3%) +Types: str:13,014,409 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2886d260-3ecc-11e9-87c6-0eaf02abd2f6': 72 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 19 (0.0%) + '2abe43ba-3ecc-11e9-968d-0eb363a197d4': 14 (0.0%) + '678d042a-a619-11e9-8afa-0e4524ea0e4e': 8 (0.0%) + '999b570e-178c-11e8-b845-0e3eb9302c3a': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 3,715,377/42,881,758 (8.7%) +Types: dict:3,224,921, NoneType:490,456 +Null/Empty: null:490,456 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 3,260,281/42,881,758 (7.6%) +Types: dict:2,826,390, NoneType:433,891 +Null/Empty: null:433,891 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 3,260,281/42,881,758 (7.6%) +Types: bool:3,260,281 +Booleans: true:3,260,281 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,290,924/42,881,758 (3.0%) +Types: str:1,290,924 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_166rup7': 14 (0.0%) + 't3_166nb53': 10 (0.0%) + 't3_146gsyp': 9 (0.0%) + 't3_166rk89': 7 (0.0%) + 't3_166r8a7': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,290,924/42,881,758 (3.0%) +Types: list:1,290,924 +Null/Empty: empty_arr:76 + +──────────────────────────────────────────────────────────── +FIELD: previous_selftext Occurrence: 1,288,658/42,881,758 (3.0%) +Types: str:1,288,658 +Null/Empty: empty_str:17,737 +String length avg: 591.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 475 (0.0%) + '[deleted]': 138 (0.0%) + 'Met a guy out a week ago. He got my contact info. ...': 3 (0.0%) + 'Hi - I am a costume designer working on a play tha...': 2 (0.0%) + 'Title': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 129,569/42,881,758 (0.3%) +Types: dict:121,146, NoneType:8,423 +Null/Empty: null:8,423 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 98,501/42,881,758 (0.2%) +Types: bool:98,501 +Booleans: true:98,501 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 95,080/42,881,758 (0.2%) +Types: NoneType:95,066, list:14 +Null/Empty: null:95,066 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 95,080/42,881,758 (0.2%) +Types: NoneType:86,605, str:8,475 +Null/Empty: null:86,605 +String length avg: 59.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Lowest Priced Solar In The Nation: Go Solar With O...': 80 (0.9%) + 'Try our 7 day free trial, and keep it up with Mojo': 63 (0.7%) + '💰 UP TO $50 BONUS': 47 (0.6%) + 'Get 32 slices of pizzas + 4 sides': 45 (0.5%) + '“So Good It Makes Me Angry” Daily Show.': 38 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 95,080/42,881,758 (0.2%) +Types: NoneType:95,080 +Null/Empty: null:95,080 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 95,080/42,881,758 (0.2%) +Types: NoneType:95,080 +Null/Empty: null:95,080 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 95,080/42,881,758 (0.2%) +Types: NoneType:95,080 +Null/Empty: null:95,080 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 95,080/42,881,758 (0.2%) +Types: str:94,938, NoneType:142 +Null/Empty: null:142 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_rtst9lji': 1,210 (1.3%) + 't2_tnjwypik': 328 (0.3%) + 't2_tnk0sxl7': 328 (0.3%) + 't2_jyoztx11': 267 (0.3%) + 't2_eu51imcsh': 91 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 95,080/42,881,758 (0.2%) +Types: NoneType:95,080 +Null/Empty: null:95,080 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 95,080/42,881,758 (0.2%) +Types: str:74,472, NoneType:20,608 +Null/Empty: null:20,608 +String length avg: 15.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'it-talents.de': 241 (0.3%) + 'apps.apple.com': 153 (0.2%) + 'play.google.com': 128 (0.2%) + 'avatar.one': 91 (0.1%) + 'scalacube.com': 75 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 95,080/42,881,758 (0.2%) +Types: NoneType:95,052, str:28 +Null/Empty: null:95,052 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 28 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 95,080/42,881,758 (0.2%) +Types: NoneType:95,052, str:28 +Null/Empty: null:95,052 +String length avg: 48.5 +Unique strings tracked: 5 +String values distribution: + 'https://www.youtube.com/watch?v=fUXe5eIeoIU': 22 (78.6%) + 'https://www.twitch.tv/symfuhny': 2 (7.1%) + 'https://www.reddit.com/?ad=MTgwMjM0ODc0ODQ4MDc2MDM...': 2 (7.1%) + 'https://www.youtube.com/watch?v=OOtxXPaQvoM': 1 (3.6%) + 'https://campustop.pro/landingpage/': 1 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 95,080/42,881,758 (0.2%) +Types: list:95,080 +Null/Empty: empty_arr:95,080 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 95,080/42,881,758 (0.2%) +Types: list:95,080 +Null/Empty: empty_arr:95,080 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 95,080/42,881,758 (0.2%) +Types: str:95,080 +String length avg: 103.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.avatar.one/?utm_source=reddit&utm_medi...': 76 (0.1%) + 'https://empiricalwater.com/products/truth-serum': 39 (0.0%) + 'https://www.peacocktv.com/sports': 36 (0.0%) + 'https://naturaljackson.com/collections/all': 31 (0.0%) + 'https://apps.apple.com/tt/app/lumenate-beyond-medi...': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 95,080/42,881,758 (0.2%) +Types: NoneType:95,080 +Null/Empty: null:95,080 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 95,080/42,881,758 (0.2%) +Types: NoneType:95,080 +Null/Empty: null:95,080 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 95,080/42,881,758 (0.2%) +Types: bool:95,080 +Booleans: true:0 (0.0%), false:95,080 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 95,080/42,881,758 (0.2%) +Types: bool:95,080 +Booleans: true:0 (0.0%), false:95,080 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 95,080/42,881,758 (0.2%) +Types: str:95,080 +Null/Empty: empty_str:42,477 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/CrJ4V58KuI6Z...': 241 (0.5%) + 'https://reddit-image.s3.amazonaws.com/u03t3-YGaBmU...': 241 (0.5%) + 'https://reddit-image.s3.amazonaws.com/f-U3k0xKQTZs...': 240 (0.5%) + 'https://reddit-image.s3.amazonaws.com/lpolQgtzLDAb...': 40 (0.1%) + 'https://reddit-image.s3.amazonaws.com/JqUATIDTe2HX...': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 95,080/42,881,758 (0.2%) +Types: NoneType:95,080 +Null/Empty: null:95,080 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 95,080/42,881,758 (0.2%) +Types: dict:95,080 +Null/Empty: empty_obj:95,080 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 95,080/42,881,758 (0.2%) +Types: NoneType:95,080 +Null/Empty: null:95,080 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 95,080/42,881,758 (0.2%) +Types: list:95,080 +Null/Empty: empty_arr:95,080 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 95,080/42,881,758 (0.2%) +Types: NoneType:94,743, str:337 +Null/Empty: null:94,743 +String length avg: 7.6 +Unique strings tracked: 2 +String values distribution: + 'PRODUCT': 313 (92.9%) + 'SPOTLIGHT_VIDEO': 24 (7.1%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 95,080/42,881,758 (0.2%) +Types: bool:95,080 +Booleans: true:0 (0.0%), false:95,080 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 95,080/42,881,758 (0.2%) +Types: NoneType:95,080 +Null/Empty: null:95,080 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 95,080/42,881,758 (0.2%) +Types: NoneType:95,080 +Null/Empty: null:95,080 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 95,080/42,881,758 (0.2%) +Types: NoneType:95,080 +Null/Empty: null:95,080 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 95,080/42,881,758 (0.2%) +Types: bool:95,080 +Booleans: true:95,080 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 95,080/42,881,758 (0.2%) +Types: NoneType:95,080 +Null/Empty: null:95,080 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 95,080/42,881,758 (0.2%) +Types: list:95,080 +Null/Empty: empty_arr:95,080 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 95,080/42,881,758 (0.2%) +Types: NoneType:95,080 +Null/Empty: null:95,080 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 95,080/42,881,758 (0.2%) +Types: NoneType:95,080 +Null/Empty: null:95,080 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 77,633/42,881,758 (0.2%) +Types: str:77,633 +String length avg: 8.9 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 28,630 (36.9%) + 'Shop Now': 11,775 (15.2%) + 'Sign Up': 8,977 (11.6%) + 'Apply Now': 7,399 (9.5%) + 'Download': 3,857 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 8,165/42,881,758 (0.0%) +Types: list:8,165 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 110/42,881,758 (0.0%) +Types: str:110 +String length avg: 6.4 +Unique strings tracked: 46 +Top 5 string values: + '$29.50': 14 (12.7%) + '$79.00': 9 (8.2%) + '$3.00': 9 (8.2%) + '$64.20': 9 (8.2%) + '$149.00': 6 (5.5%) + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 89/42,881,758 (0.0%) +Types: float:89 +Numeric values: 89 total +Numeric range: min:1,693,605,600.0, max:1,696,201,200.0, avg:1695086393.3 +Numeric std dev: 735569.7 +Unique numbers tracked: 68 + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 89/42,881,758 (0.0%) +Types: float:89 +Numeric values: 89 total +Numeric range: min:1,693,591,200.0, max:1,696,186,800.0, avg:1695073024.7 +Numeric std dev: 735547.7 +Unique numbers tracked: 68 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 88/42,881,758 (0.0%) +Types: bool:88 +Booleans: true:0 (0.0%), false:88 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports_dismissed Occurrence: 11/42,881,758 (0.0%) +Types: NoneType:11 +Null/Empty: null:11 + +──────────────────────────────────────────────────────────── +FIELD: unrepliable_reason Occurrence: 1/42,881,758 (0.0%) +Types: str:1 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'BLOCK': 1 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2023-10.jsonl +Analysis Time: 2026-01-16 14:44:21 +================================================================================ +Processed lines: 40,431,726 +Total unique fields: 159 +Max unique values tracked per field: 1,000 +Sample size: 40,431,726 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 40,431,726/40,431,726 (100.0%) +Types: list:40,431,726 +Null/Empty: empty_arr:40,431,726 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 40,431,726/40,431,726 (100.0%) +Types: bool:40,431,726 +Booleans: true:236,998 (0.6%), false:40,194,728 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 40,431,726/40,431,726 (100.0%) +Types: bool:40,431,726 +Booleans: true:0 (0.0%), false:40,431,726 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 40,431,726/40,431,726 (100.0%) +Types: str:40,431,726 +String length avg: 13.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 36 (0.0%) + 'EchoJobs': 19 (0.0%) + 'Zestyclose-News-7826': 10 (0.0%) + 'Lumelzarilho': 10 (0.0%) + 'Comhuyi': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 40,431,726/40,431,726 (100.0%) +Types: NoneType:37,216,565, str:3,215,161 +Null/Empty: null:37,216,565, empty_str:1,260,788 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 3,574 (0.2%) + '#dadada': 1,215 (0.1%) + '#ff66ac': 887 (0.0%) + '#ea0027': 685 (0.0%) + '#373c3f': 614 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 40,431,726/40,431,726 (100.0%) +Types: NoneType:39,198,524, str:1,233,202 +Null/Empty: null:39,198,524, empty_str:116,974 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'team-harmony': 88 (0.0%) + 'green': 79 (0.0%) + 'default': 75 (0.0%) + 'verified': 56 (0.0%) + 'new': 46 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 40,431,726/40,431,726 (100.0%) +Types: NoneType:38,093,722, str:2,338,004 +Null/Empty: null:38,093,722 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 31 (0.0%) + '9811a942-f7ec-11e8-ba86-0e2871aefb54': 12 (0.0%) + 'a69ab14e-0bbe-11ee-b035-fedc7363968a': 10 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 10 (0.0%) + '38fb4ae2-4e59-11e1-912e-12313d18ad57': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 40,431,726/40,431,726 (100.0%) +Types: NoneType:37,574,093, str:2,857,633 +Null/Empty: null:37,574,093, empty_str:163,711 +String length avg: 17.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified': 32 (0.0%) + 'FC: Trainer name: ': 28 (0.0%) + 'Verified Model': 18 (0.0%) + 'VERIFIED': 15 (0.0%) + ' ': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 40,431,726/40,431,726 (100.0%) +Types: NoneType:32,078,621, str:8,353,105 +Null/Empty: null:32,078,621, empty_str:25,476 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 7,518,140 (90.3%) + 'light': 809,489 (9.7%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 40,431,726/40,431,726 (100.0%) +Types: list:40,431,726 +Null/Empty: empty_arr:40,431,726 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 40,431,726/40,431,726 (100.0%) +Types: bool:40,431,726 +Booleans: true:0 (0.0%), false:40,431,726 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 40,431,726/40,431,726 (100.0%) +Types: NoneType:40,430,620, str:1,106 +Null/Empty: null:40,430,620 +String length avg: 13.9 +Unique strings tracked: 12 +Top 5 string values: + 'diy_and_crafts': 887 (80.2%) + 'drawing_and_painting': 94 (8.5%) + 'photography': 36 (3.3%) + 'gaming': 31 (2.8%) + 'animals': 25 (2.3%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 40,431,726/40,431,726 (100.0%) +Types: NoneType:40,281,595, list:150,131 +Null/Empty: null:40,281,595 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 40,431,726/40,431,726 (100.0%) +Types: bool:40,431,726 +Booleans: true:46,447 (0.1%), false:40,385,279 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 40,431,726/40,431,726 (100.0%) +Types: float:39,221,401, int:1,210,325 +Numeric values: 40,431,726 total +Numeric range: min:1,696,118,400.0, max:1,698,796,799, avg:1697424532.3 +Numeric std dev: 778922.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 40,431,726/40,431,726 (100.0%) +Types: NoneType:40,208,822, str:222,904 +Null/Empty: null:40,208,822 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 222,904 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 40,431,726/40,431,726 (100.0%) +Types: NoneType:40,401,803, str:29,923 +Null/Empty: null:40,401,803 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 29,905 (99.9%) + 'admin': 18 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 40,431,726/40,431,726 (100.0%) +Types: str:40,431,726 +Null/Empty: empty_str:205,430 +String length avg: 13.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 752 (0.0%) + 'reddit.com': 204 (0.0%) + 'redgifs.com': 140 (0.0%) + 'google.com': 121 (0.0%) + 'self.wichsbros_for_all': 42 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 40,431,726/40,431,726 (100.0%) +Types: bool:40,396,374, float:35,237, int:115 +Booleans: true:0 (0.0%), false:40,396,374 (100.0%) +Numeric values: 35,352 total +Numeric range: min:1,696,118,816.0, max:1,699,198,345.0, avg:1697507166.9 +Numeric std dev: 759062.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 40,431,726/40,431,726 (100.0%) +Types: int:40,431,726 +Numeric values: 40,431,726 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 40,431,726 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 40,431,726/40,431,726 (100.0%) +Types: dict:40,431,726 +Null/Empty: empty_obj:40,431,726 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 40,431,726/40,431,726 (100.0%) +Types: bool:40,431,726 +Booleans: true:0 (0.0%), false:40,431,726 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 40,431,726/40,431,726 (100.0%) +Types: bool:40,431,726 +Booleans: true:38,364,814 (94.9%), false:2,066,912 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 40,431,726/40,431,726 (100.0%) +Types: str:40,431,726 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '16wm36j': 1 (0.0%) + '16wm36m': 1 (0.0%) + '16wm36n': 1 (0.0%) + '16wm36o': 1 (0.0%) + '16wm36p': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 40,431,726/40,431,726 (100.0%) +Types: bool:40,431,726 +Booleans: true:112,892 (0.3%), false:40,318,834 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 40,431,726/40,431,726 (100.0%) +Types: bool:40,431,726 +Booleans: true:32,467,045 (80.3%), false:7,964,681 (19.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 40,431,726/40,431,726 (100.0%) +Types: bool:40,431,726 +Booleans: true:23 (0.0%), false:40,431,703 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 40,431,726/40,431,726 (100.0%) +Types: bool:40,431,726 +Booleans: true:416,071 (1.0%), false:40,015,655 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 40,431,726/40,431,726 (100.0%) +Types: bool:40,431,726 +Booleans: true:13,515,612 (33.4%), false:26,916,114 (66.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 40,431,726/40,431,726 (100.0%) +Types: bool:40,431,726 +Booleans: true:32,605,754 (80.6%), false:7,825,972 (19.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 40,431,726/40,431,726 (100.0%) +Types: bool:40,431,726 +Booleans: true:15,810,017 (39.1%), false:24,621,709 (60.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 40,431,726/40,431,726 (100.0%) +Types: bool:40,431,726 +Booleans: true:1,015,207 (2.5%), false:39,416,519 (97.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 40,431,726/40,431,726 (100.0%) +Types: str:39,602,358, NoneType:829,368 +Null/Empty: null:829,368, empty_str:27,730,021 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 604 (0.0%) + '#0079d3': 562 (0.0%) + '#ea0027': 478 (0.0%) + '#ff66ac': 452 (0.0%) + '#ffd635': 353 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 40,431,726/40,431,726 (100.0%) +Types: NoneType:27,407,864, str:13,023,862 +Null/Empty: null:27,407,864, empty_str:9,291,236 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 221 (0.0%) + 'question': 128 (0.0%) + 'male': 91 (0.0%) + 'help': 50 (0.0%) + 'red': 46 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 40,431,726/40,431,726 (100.0%) +Types: list:40,431,726 +Null/Empty: empty_arr:34,381,218 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 40,431,726/40,431,726 (100.0%) +Types: NoneType:26,465,414, str:13,966,312 +Null/Empty: null:26,465,414, empty_str:1,691 +String length avg: 11.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 101 (0.0%) + 'Question': 49 (0.0%) + 'male': 29 (0.0%) + 'M4F': 15 (0.0%) + 'Video': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 40,431,726/40,431,726 (100.0%) +Types: str:39,635,478, NoneType:796,248 +Null/Empty: null:796,248 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 33,573,062 (84.7%) + 'light': 6,062,416 (15.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 40,431,726/40,431,726 (100.0%) +Types: str:40,431,726 +String length avg: 4.6 +Unique strings tracked: 2 +String values distribution: + 'text': 34,484,809 (85.3%) + 'richtext': 5,946,917 (14.7%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 40,431,726/40,431,726 (100.0%) +Types: bool:40,431,726 +Booleans: true:1,456,410 (3.6%), false:38,975,316 (96.4%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 40,431,726/40,431,726 (100.0%) +Types: NoneType:36,303,810, dict:4,127,916 +Null/Empty: null:36,303,810 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 40,431,726/40,431,726 (100.0%) +Types: dict:40,431,726 +Null/Empty: empty_obj:37,305,303 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 40,431,726/40,431,726 (100.0%) +Types: bool:40,431,726 +Booleans: true:1,240 (0.0%), false:40,430,486 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 40,431,726/40,431,726 (100.0%) +Types: bool:40,431,726 +Booleans: true:33,366,269 (82.5%), false:7,065,457 (17.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 40,431,726/40,431,726 (100.0%) +Types: int:40,431,726 +Numeric values: 40,431,726 total +Numeric range: min:0, max:41,389, avg:4.5 +Numeric std dev: 54.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 40,431,726/40,431,726 (100.0%) +Types: int:40,431,726 +Numeric values: 40,431,726 total +Numeric range: min:0, max:163, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 64 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 40,431,726/40,431,726 (100.0%) +Types: bool:40,431,726 +Booleans: true:19,311,134 (47.8%), false:21,120,592 (52.2%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 40,431,726/40,431,726 (100.0%) +Types: NoneType:27,420,312, str:13,011,414 +Null/Empty: null:27,420,312 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 11,583,468 (89.0%) + 'some_ads': 1,426,957 (11.0%) + 'house_only': 978 (0.0%) + 'promo_adult_nsfw': 7 (0.0%) + 'promo_all': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 40,431,726/40,431,726 (100.0%) +Types: str:40,431,726 +String length avg: 67.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/SlightYdd/comments/16wm36j/just_find_out_she_is...': 1 (0.0%) + '/r/cuckik_6396738/comments/16wm36m/fresh_mega_newl...': 1 (0.0%) + '/r/SlightYdd/comments/16wm36n/girl_plays_in_the_sh...': 1 (0.0%) + '/r/MisfitsTheBand/comments/16wm36o/hi_im_doing_a_c...': 1 (0.0%) + '/r/smallboobs/comments/16wm36p/finish_over_my_boob...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 40,431,726/40,431,726 (100.0%) +Types: bool:40,431,726 +Booleans: true:0 (0.0%), false:40,431,726 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 40,431,726/40,431,726 (100.0%) +Types: NoneType:27,420,312, int:13,011,414 +Null/Empty: null:27,420,312 +Numeric values: 13,011,414 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 11,583,468 (89.0%) + 7: 1,426,957 (11.0%) + 1: 978 (0.0%) + 3: 7 (0.0%) + 5: 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 40,431,726/40,431,726 (100.0%) +Types: bool:40,431,726 +Booleans: true:1,574 (0.0%), false:40,430,152 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 40,431,726/40,431,726 (100.0%) +Types: NoneType:40,431,726 +Null/Empty: null:40,431,726 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 40,431,726/40,431,726 (100.0%) +Types: NoneType:32,608,620, str:7,823,106 +Null/Empty: null:32,608,620 +String length avg: 8.4 +Unique strings tracked: 7 +String values distribution: + 'reddit': 3,301,110 (42.2%) + 'moderator': 3,140,561 (40.1%) + 'automod_filtered': 850,035 (10.9%) + 'deleted': 519,373 (6.6%) + 'content_takedown': 8,083 (0.1%) + 'author': 3,765 (0.0%) + 'copyright_takedown': 179 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 40,431,726/40,431,726 (100.0%) +Types: int:40,431,726 +Numeric values: 40,431,726 total +Numeric range: min:1,696,118,413, max:1,699,275,433, avg:1697424708.2 +Numeric std dev: 779038.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 40,431,726/40,431,726 (100.0%) +Types: int:40,431,726 +Numeric values: 40,431,726 total +Numeric range: min:0, max:76,227, avg:2.6 +Numeric std dev: 85.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 40,431,726/40,431,726 (100.0%) +Types: NoneType:36,303,810, dict:4,127,916 +Null/Empty: null:36,303,810 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 40,431,726/40,431,726 (100.0%) +Types: dict:40,431,726 +Null/Empty: empty_obj:37,305,303 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 40,431,726/40,431,726 (100.0%) +Types: str:40,431,726 +Null/Empty: empty_str:25,513,993 +String length avg: 425.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 195 (0.0%) + '[deleted]': 21 (0.0%) + 'Available, T\E\L/E/G//R\A\M - silverlakestoreprodu...': 12 (0.0%) + 'If you’re new to the community, introduce yourself...': 6 (0.0%) + 'Use this thread to promote yourself and/or your wo...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 40,431,726/40,431,726 (100.0%) +Types: bool:40,431,726 +Booleans: true:37,318,650 (92.3%), false:3,113,076 (7.7%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 40,431,726/40,431,726 (100.0%) +Types: bool:40,431,726 +Booleans: true:371,474 (0.9%), false:40,060,252 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 40,431,726/40,431,726 (100.0%) +Types: bool:40,431,726 +Booleans: true:166,811 (0.4%), false:40,264,915 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 40,431,726/40,431,726 (100.0%) +Types: str:40,431,726 +String length avg: 12.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'SlightYdd': 72 (0.0%) + 'wichsbros_for_all': 30 (0.0%) + 'jerkbuds_552': 21 (0.0%) + 'jerkbuds_NO': 18 (0.0%) + 'cuckik_6396738': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 40,431,726/40,431,726 (100.0%) +Types: str:40,431,726 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_86doef': 72 (0.0%) + 't5_9h8nb6': 30 (0.0%) + 't5_9h55j2': 21 (0.0%) + 't5_9h5hsv': 18 (0.0%) + 't5_9hazrv': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 40,431,726/40,431,726 (100.0%) +Types: str:40,431,726 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/SlightYdd': 72 (0.0%) + 'r/wichsbros_for_all': 30 (0.0%) + 'r/jerkbuds_552': 21 (0.0%) + 'r/jerkbuds_NO': 18 (0.0%) + 'r/cuckik_6396738': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 40,431,726/40,431,726 (100.0%) +Types: int:40,431,726 +Numeric values: 40,431,726 total +Numeric range: min:-1, max:53,922,490, avg:824747.4 +Numeric std dev: 4123341.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 40,431,726/40,431,726 (100.0%) +Types: str:40,431,726 +String length avg: 6.1 +Unique strings tracked: 5 +String values distribution: + 'public': 35,977,344 (89.0%) + 'restricted': 2,439,542 (6.0%) + 'user': 2,014,833 (5.0%) + 'archived': 5 (0.0%) + 'private': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 40,431,726/40,431,726 (100.0%) +Types: NoneType:33,182,189, str:7,249,537 +Null/Empty: null:33,182,189 +String length avg: 4.5 +Unique strings tracked: 8 +String values distribution: + 'qa': 2,046,257 (28.2%) + 'new': 1,991,037 (27.5%) + 'confidence': 1,823,250 (25.1%) + 'top': 1,016,468 (14.0%) + 'old': 334,693 (4.6%) + 'live': 19,842 (0.3%) + 'controversial': 12,528 (0.2%) + 'random': 5,462 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 40,431,726/40,431,726 (100.0%) +Types: str:40,431,726 +Null/Empty: empty_str:1,266 +String length avg: 24.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 2,437 (0.0%) + 'self': 1,412 (0.0%) + 'default': 399 (0.0%) + 'spoiler': 36 (0.0%) + 'https://b.thumbs.redditmedia.com/BVf7-QPgFIABTpItj...': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 40,431,726/40,431,726 (100.0%) +Types: str:40,431,726 +String length avg: 52.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '🗂️🗂️Fresh mega Newly uploaded 5760+ meg... teen vi...': 8 (0.0%) + '21f Anyone Online?i'm down alone rn sna'p: ecazal7': 7 (0.0%) + 'Hey! Amy here 💜 sooo horny. so... Find me on Snàp:...': 7 (0.0%) + '🗂️🗂️Uploaded >mega links available…teen videos, z0...': 6 (0.0%) + 'Suicune !! 2 locals 5325 6044 2384 and 0263 7080 2...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 40,431,726/40,431,726 (100.0%) +Types: NoneType:40,431,726 +Null/Empty: null:40,431,726 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 40,431,726/40,431,726 (100.0%) +Types: int:40,431,726 +Numeric values: 40,431,726 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 40,431,726 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 40,431,726/40,431,726 (100.0%) +Types: list:40,431,726 +Null/Empty: empty_arr:40,431,726 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 40,431,726/40,431,726 (100.0%) +Types: float:27,954,885, int:12,476,841 +Numeric values: 40,431,726 total +Numeric range: min:0.01, max:1.0, avg:1.0 +Numeric std dev: 0.0 +Unique numbers tracked: 100 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 40,431,726/40,431,726 (100.0%) +Types: str:40,431,726 +Null/Empty: empty_str:205,391 +String length avg: 63.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.google.com/url?sa=t&source=web&rct=j&o...': 24 (0.0%) + 'https://youtube.com/watch?v=_iExe8TSe-0&si=TG2q8Ab...': 4 (0.0%) + 'https://www.redgifs.com/watch/blindhauntingnightin...': 2 (0.0%) + 'https://www.reddit.com/gallery/16wm2y2': 2 (0.0%) + 'https://i.redd.it/dyghz5qqehrb1.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 40,431,726/40,431,726 (100.0%) +Types: NoneType:40,431,726 +Null/Empty: null:40,431,726 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 40,431,726/40,431,726 (100.0%) +Types: NoneType:27,420,312, str:13,011,414 +Null/Empty: null:27,420,312 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 11,583,468 (89.0%) + 'some_ads': 1,426,957 (11.0%) + 'house_only': 978 (0.0%) + 'promo_adult_nsfw': 7 (0.0%) + 'promo_all': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 40,431,726/40,431,726 (100.0%) +Types: NoneType:27,420,312, int:13,011,414 +Null/Empty: null:27,420,312 +Numeric values: 13,011,414 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 11,583,468 (89.0%) + 7: 1,426,957 (11.0%) + 1: 978 (0.0%) + 3: 7 (0.0%) + 5: 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 40,430,460/40,431,726 (100.0%) +Types: int:24,085,842, NoneType:16,344,618 +Null/Empty: null:16,344,618 +Numeric values: 24,085,842 total +Numeric range: min:1, max:140, avg:123.9 +Numeric std dev: 25.7 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 40,430,460/40,431,726 (100.0%) +Types: int:24,085,842, NoneType:16,344,618 +Null/Empty: null:16,344,618 +Numeric values: 24,085,842 total +Numeric range: min:1, max:140, avg:139.9 +Numeric std dev: 2.3 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 40,428,701/40,431,726 (100.0%) +Types: float:39,221,404, int:1,207,297 +Numeric values: 40,428,701 total +Numeric range: min:1,696,118,400.0, max:1,698,796,799, avg:1697424534.2 +Numeric std dev: 778929.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 40,428,701/40,431,726 (100.0%) +Types: str:40,428,701 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_16wm36j': 1 (0.0%) + 't3_16wm36m': 1 (0.0%) + 't3_16wm36n': 1 (0.0%) + 't3_16wm36o': 1 (0.0%) + 't3_16wm36p': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 40,428,701/40,431,726 (100.0%) +Types: int:40,428,701 +Numeric values: 40,428,701 total +Numeric range: min:0, max:76,227, avg:2.6 +Numeric std dev: 85.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 40,428,699/40,431,726 (100.0%) +Types: NoneType:40,420,246, str:8,453 +Null/Empty: null:40,420,246 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 8,453 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 40,428,698/40,431,726 (100.0%) +Types: NoneType:40,428,698 +Null/Empty: null:40,428,698 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 40,428,698/40,431,726 (100.0%) +Types: NoneType:40,428,698 +Null/Empty: null:40,428,698 + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 40,428,698/40,431,726 (100.0%) +Types: bool:40,428,698 +Booleans: true:0 (0.0%), false:40,428,698 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 40,428,698/40,431,726 (100.0%) +Types: NoneType:40,428,698 +Null/Empty: null:40,428,698 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 40,428,698/40,431,726 (100.0%) +Types: NoneType:40,428,698 +Null/Empty: null:40,428,698 + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 40,428,698/40,431,726 (100.0%) +Types: bool:40,428,698 +Booleans: true:0 (0.0%), false:40,428,698 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 40,428,698/40,431,726 (100.0%) +Types: bool:40,428,698 +Booleans: true:0 (0.0%), false:40,428,698 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 40,428,698/40,431,726 (100.0%) +Types: int:40,428,698 +Numeric values: 40,428,698 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 40,428,698 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 40,428,698/40,431,726 (100.0%) +Types: NoneType:40,428,698 +Null/Empty: null:40,428,698 + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 40,428,698/40,431,726 (100.0%) +Types: NoneType:40,428,698 +Null/Empty: null:40,428,698 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 40,428,698/40,431,726 (100.0%) +Types: NoneType:40,428,698 +Null/Empty: null:40,428,698 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 40,428,698/40,431,726 (100.0%) +Types: NoneType:40,428,698 +Null/Empty: null:40,428,698 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 40,428,698/40,431,726 (100.0%) +Types: list:40,428,698 +Null/Empty: empty_arr:40,428,698 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 40,428,698/40,431,726 (100.0%) +Types: int:40,428,698 +Numeric values: 40,428,698 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 40,428,698 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 40,428,698/40,431,726 (100.0%) +Types: list:40,428,698 +Null/Empty: empty_arr:40,428,698 + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 40,428,698/40,431,726 (100.0%) +Types: bool:40,428,698 +Booleans: true:0 (0.0%), false:40,428,698 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 40,428,698/40,431,726 (100.0%) +Types: list:40,428,698 +Null/Empty: empty_arr:40,428,698 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 40,428,698/40,431,726 (100.0%) +Types: bool:40,428,698 +Booleans: true:0 (0.0%), false:40,428,698 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: updated_on Occurrence: 40,392,937/40,431,726 (99.9%) +Types: int:40,392,937 +Numeric values: 40,392,937 total +Numeric range: min:1,696,118,435, max:1,698,883,197, avg:1697429046.7 +Numeric std dev: 779533.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 40,225,899/40,431,726 (99.5%) +Types: str:40,225,899 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 38,835,834 (96.5%) + 'richtext': 1,390,065 (3.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 40,225,899/40,431,726 (99.5%) +Types: str:40,225,899 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 36 (0.0%) + 't2_ox6r7kz9': 19 (0.0%) + 't2_ktmrrnwoe': 10 (0.0%) + 't2_mqjjbgra': 10 (0.0%) + 't2_6b5bbmb0u': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 40,225,899/40,431,726 (99.5%) +Types: bool:40,225,899 +Booleans: true:0 (0.0%), false:40,225,899 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 40,225,899/40,431,726 (99.5%) +Types: bool:40,225,899 +Booleans: true:752,349 (1.9%), false:39,473,550 (98.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 39,689,722/40,431,726 (98.2%) +Types: list:39,689,722 +Null/Empty: empty_arr:38,260,587 + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 24,622,682/40,431,726 (60.9%) +Types: str:24,622,682 +Null/Empty: empty_str:134,612 +String length avg: 46.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.google.com/url?sa=t&source=web&rct=j&o...': 73 (0.0%) + 'https://youtube.com/watch?v=_iExe8TSe-0&si=TG2q8Ab...': 6 (0.0%) + 'https://www.redgifs.com/watch/blindhauntingnightin...': 5 (0.0%) + 'https://www.redgifs.com/watch/crimsonmushybergerpi...': 5 (0.0%) + 'https://www.reddit.com/gallery/16wm2y2': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 21,709,180/40,431,726 (53.7%) +Types: str:21,709,180 +String length avg: 5.8 +Unique strings tracked: 7 +String values distribution: + 'image': 13,180,041 (60.7%) + 'link': 3,147,013 (14.5%) + 'rich:video': 2,946,212 (13.6%) + 'self': 1,419,583 (6.5%) + 'hosted:video': 1,013,007 (4.7%) + 'gallery': 2,906 (0.0%) + 'video': 418 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 21,709,180/40,431,726 (53.7%) +Types: dict:21,709,180 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 13,282,849/40,431,726 (32.9%) +Types: str:13,282,849 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'd897238a-545a-11eb-8db1-0e23163a9deb': 20 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 11 (0.0%) + '999b570e-178c-11e8-b845-0e3eb9302c3a': 5 (0.0%) + '1fb34b1e-9212-11eb-93d0-0e843b0fcb1d': 5 (0.0%) + '4069391e-b012-11e5-b98e-0e1c313df2a9': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 3,582,459/40,431,726 (8.9%) +Types: dict:3,095,782, NoneType:486,677 +Null/Empty: null:486,677 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 3,146,577/40,431,726 (7.8%) +Types: dict:2,721,846, NoneType:424,731 +Null/Empty: null:424,731 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 3,146,577/40,431,726 (7.8%) +Types: bool:3,146,577 +Booleans: true:3,146,577 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: previous_selftext Occurrence: 1,314,614/40,431,726 (3.3%) +Types: str:1,314,614 +Null/Empty: empty_str:17,320 +String length avg: 572.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 499 (0.0%) + '[deleted]': 127 (0.0%) + '21M here can’t host. + +Need a cock to suck TONIGHT...': 3 (0.0%) + 'Hi, + +I’m looking at an ‘06 LR3. It’s got 201K on t...': 2 (0.0%) + '#**': Nashville SC - Seattle Sounders** +**Venue:**...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,306,922/40,431,726 (3.2%) +Types: str:1,306,922 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_16wmnsy': 10 (0.0%) + 't3_16wlzdx': 8 (0.0%) + 't3_16wluma': 8 (0.0%) + 't3_16fo8j7': 7 (0.0%) + 't3_16wmrgk': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,306,922/40,431,726 (3.2%) +Types: list:1,306,922 +Null/Empty: empty_arr:195 + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 130,170/40,431,726 (0.3%) +Types: dict:120,563, NoneType:9,607 +Null/Empty: null:9,607 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 112,892/40,431,726 (0.3%) +Types: NoneType:112,887, list:5 +Null/Empty: null:112,887 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 112,892/40,431,726 (0.3%) +Types: NoneType:103,402, str:9,490 +Null/Empty: null:103,402 +String length avg: 53.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Lords of the Fallen': 136 (1.4%) + 'TIL you can build job-ready portfolio projects on ...': 80 (0.8%) + 'Expert buying advice': 75 (0.8%) + 'Zalandos Online Outlet': 57 (0.6%) + 'One free breakfast item per box with an active sub...': 57 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 112,892/40,431,726 (0.3%) +Types: NoneType:112,892 +Null/Empty: null:112,892 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 112,892/40,431,726 (0.3%) +Types: NoneType:112,892 +Null/Empty: null:112,892 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 112,892/40,431,726 (0.3%) +Types: NoneType:112,892 +Null/Empty: null:112,892 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 112,892/40,431,726 (0.3%) +Types: str:112,890, NoneType:2 +Null/Empty: null:2 +String length avg: 11.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_jyoztx11': 465 (0.4%) + 't2_jyms1ejh': 324 (0.3%) + 't2_2q9crlrw': 255 (0.2%) + 't2_tlfxib0': 235 (0.2%) + 't2_tnk0sxl7': 185 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 112,892/40,431,726 (0.3%) +Types: NoneType:112,892 +Null/Empty: null:112,892 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 112,892/40,431,726 (0.3%) +Types: str:77,478, NoneType:35,414 +Null/Empty: null:35,414 +String length avg: 16.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 527 (0.7%) + 'store.steampowered.com': 343 (0.4%) + 'apple.com': 293 (0.4%) + 'newworld.com': 235 (0.3%) + 'amazon.com': 193 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 112,892/40,431,726 (0.3%) +Types: NoneType:112,892 +Null/Empty: null:112,892 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 112,892/40,431,726 (0.3%) +Types: NoneType:112,892 +Null/Empty: null:112,892 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 112,892/40,431,726 (0.3%) +Types: list:112,892 +Null/Empty: empty_arr:112,892 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 112,892/40,431,726 (0.3%) +Types: list:112,892 +Null/Empty: empty_arr:112,892 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 112,892/40,431,726 (0.3%) +Types: str:112,892 +String length avg: 103.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.reddit.com/': 129 (0.1%) + 'https://neomachi.com/collections/shop': 75 (0.1%) + 'https://play.google.com/store/apps/details?id=com....': 50 (0.0%) + 'https://www.15rock.com/solutions/climate-reporting...': 45 (0.0%) + 'https://apps.apple.com/us/app/delight-dating-relat...': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 112,892/40,431,726 (0.3%) +Types: NoneType:112,892 +Null/Empty: null:112,892 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 112,892/40,431,726 (0.3%) +Types: NoneType:112,892 +Null/Empty: null:112,892 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 112,892/40,431,726 (0.3%) +Types: bool:112,892 +Booleans: true:0 (0.0%), false:112,892 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 112,892/40,431,726 (0.3%) +Types: bool:112,892 +Booleans: true:0 (0.0%), false:112,892 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 112,892/40,431,726 (0.3%) +Types: str:112,892 +Null/Empty: empty_str:55,927 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/7oopxxxlWOm7...': 132 (0.2%) + 'https://reddit-image.s3.amazonaws.com/lGPodvphXVy6...': 78 (0.1%) + 'https://reddit-image.s3.amazonaws.com/Cs3WSpwh4asW...': 15 (0.0%) + 'https://reddit-image.s3.amazonaws.com/_pWSmXYNRjiy...': 15 (0.0%) + 'https://reddit-image.s3.amazonaws.com/9ItEosGKljhf...': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 112,892/40,431,726 (0.3%) +Types: NoneType:112,892 +Null/Empty: null:112,892 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 112,892/40,431,726 (0.3%) +Types: dict:112,892 +Null/Empty: empty_obj:112,892 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 112,892/40,431,726 (0.3%) +Types: NoneType:112,892 +Null/Empty: null:112,892 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 112,892/40,431,726 (0.3%) +Types: list:112,892 +Null/Empty: empty_arr:112,892 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 112,892/40,431,726 (0.3%) +Types: NoneType:109,476, str:3,416 +Null/Empty: null:109,476 +String length avg: 7.1 +Unique strings tracked: 2 +String values distribution: + 'PRODUCT': 3,393 (99.3%) + 'SPOTLIGHT_VIDEO': 23 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 112,892/40,431,726 (0.3%) +Types: bool:112,892 +Booleans: true:0 (0.0%), false:112,892 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 112,892/40,431,726 (0.3%) +Types: NoneType:112,892 +Null/Empty: null:112,892 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 112,892/40,431,726 (0.3%) +Types: NoneType:112,892 +Null/Empty: null:112,892 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 112,892/40,431,726 (0.3%) +Types: NoneType:112,892 +Null/Empty: null:112,892 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 112,892/40,431,726 (0.3%) +Types: bool:112,892 +Booleans: true:112,892 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 112,892/40,431,726 (0.3%) +Types: NoneType:112,892 +Null/Empty: null:112,892 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 112,892/40,431,726 (0.3%) +Types: list:112,892 +Null/Empty: empty_arr:112,892 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 112,892/40,431,726 (0.3%) +Types: NoneType:112,892 +Null/Empty: null:112,892 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 112,892/40,431,726 (0.3%) +Types: NoneType:112,892 +Null/Empty: null:112,892 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 111,570/40,431,726 (0.3%) +Types: bool:111,570 +Booleans: true:111,570 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 79,546/40,431,726 (0.2%) +Types: str:79,546 +String length avg: 8.9 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 30,451 (38.3%) + 'Shop Now': 15,467 (19.4%) + 'Sign Up': 9,032 (11.4%) + 'Play Now': 4,645 (5.8%) + 'View More': 3,740 (4.7%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 7,583/40,431,726 (0.0%) +Types: list:7,583 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 1,811/40,431,726 (0.0%) +Types: str:1,811 +String length avg: 6.3 +Unique strings tracked: 204 +Top 5 string values: + '$629.00': 280 (15.5%) + '$24.99': 233 (12.9%) + '$303.76': 166 (9.2%) + '$49.98': 69 (3.8%) + '$39.99': 62 (3.4%) + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 140/40,431,726 (0.0%) +Types: float:140 +Numeric values: 140 total +Numeric range: min:1,696,201,200.0, max:1,698,795,000.0, avg:1697625559.3 +Numeric std dev: 734468.8 +Unique numbers tracked: 94 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 140/40,431,726 (0.0%) +Types: bool:140 +Booleans: true:0 (0.0%), false:140 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 140/40,431,726 (0.0%) +Types: float:140 +Numeric values: 140 total +Numeric range: min:1,696,186,800.0, max:1,698,780,600.0, avg:1697611699.3 +Numeric std dev: 734090.4 +Unique numbers tracked: 94 + +──────────────────────────────────────────────────────────── +FIELD: user_reports_dismissed Occurrence: 5/40,431,726 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: unrepliable_reason Occurrence: 1/40,431,726 (0.0%) +Types: str:1 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'BLOCK': 1 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2023-11.jsonl +Analysis Time: 2026-01-16 16:14:28 +================================================================================ +Processed lines: 38,107,467 +Total unique fields: 162 +Max unique values tracked per field: 1,000 +Sample size: 38,107,467 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 38,107,467/38,107,467 (100.0%) +Types: list:38,107,467 +Null/Empty: empty_arr:38,107,467 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 38,107,467/38,107,467 (100.0%) +Types: bool:38,107,467 +Booleans: true:111,399 (0.3%), false:37,996,068 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 38,107,467/38,107,467 (100.0%) +Types: bool:38,107,467 +Booleans: true:0 (0.0%), false:38,107,467 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 38,107,467/38,107,467 (100.0%) +Types: str:38,107,467 +String length avg: 13.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 57 (0.0%) + 'LifeCracker': 28 (0.0%) + 'EchoJobs': 21 (0.0%) + 'ContributionNoas': 12 (0.0%) + 'PersonalizedGameRecs': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 38,107,467/38,107,467 (100.0%) +Types: NoneType:34,940,068, str:3,167,399 +Null/Empty: null:34,940,068, empty_str:1,222,815 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 3,489 (0.2%) + '#dadada': 1,056 (0.1%) + '#ff66ac': 877 (0.0%) + '#ea0027': 636 (0.0%) + '#373c3f': 580 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 38,107,467/38,107,467 (100.0%) +Types: NoneType:36,929,231, str:1,178,236 +Null/Empty: null:36,929,231, empty_str:111,405 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 90 (0.0%) + 'verified': 77 (0.0%) + 'NORANK': 70 (0.0%) + 'green': 53 (0.0%) + 'ver': 49 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 38,107,467/38,107,467 (100.0%) +Types: NoneType:35,799,905, str:2,307,562 +Null/Empty: null:35,799,905 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'd479911a-ee96-11e8-a1e5-0e928c379f44': 22 (0.0%) + '38fb4ae2-4e59-11e1-912e-12313d18ad57': 10 (0.0%) + '300004a8-f8d9-11ea-b38f-0e96c35929b7': 10 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 9 (0.0%) + '0e271ab4-3cf2-11ee-ab1e-3e974c67b6f6': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 38,107,467/38,107,467 (100.0%) +Types: NoneType:35,295,935, str:2,811,532 +Null/Empty: null:35,295,935, empty_str:151,715 +String length avg: 17.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified': 31 (0.0%) + 'Still IN:goldennut18:': 21 (0.0%) + 'Verified Seller': 19 (0.0%) + 'Verified Model': 14 (0.0%) + 'verified': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 38,107,467/38,107,467 (100.0%) +Types: NoneType:29,921,523, str:8,185,944 +Null/Empty: null:29,921,523, empty_str:25,183 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 7,366,296 (90.3%) + 'light': 794,465 (9.7%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 38,107,467/38,107,467 (100.0%) +Types: list:38,107,467 +Null/Empty: empty_arr:38,107,467 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 38,107,467/38,107,467 (100.0%) +Types: bool:38,107,467 +Booleans: true:0 (0.0%), false:38,107,467 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 38,107,467/38,107,467 (100.0%) +Types: NoneType:38,106,404, str:1,063 +Null/Empty: null:38,106,404 +String length avg: 14.0 +Unique strings tracked: 11 +Top 5 string values: + 'diy_and_crafts': 854 (80.3%) + 'drawing_and_painting': 97 (9.1%) + 'photography': 39 (3.7%) + 'gaming': 27 (2.5%) + 'animals': 20 (1.9%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 38,107,467/38,107,467 (100.0%) +Types: NoneType:37,959,814, list:147,653 +Null/Empty: null:37,959,814 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 38,107,467/38,107,467 (100.0%) +Types: bool:38,107,467 +Booleans: true:40,258 (0.1%), false:38,067,209 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 38,107,467/38,107,467 (100.0%) +Types: float:36,919,156, int:1,188,311 +Numeric values: 38,107,467 total +Numeric range: min:1,698,796,800.0, max:1,701,388,799.0, avg:1700111064.9 +Numeric std dev: 750878.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 38,107,467/38,107,467 (100.0%) +Types: NoneType:38,010,645, str:96,822 +Null/Empty: null:38,010,645 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 96,822 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 38,107,467/38,107,467 (100.0%) +Types: NoneType:38,077,030, str:30,437 +Null/Empty: null:38,077,030 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 30,417 (99.9%) + 'admin': 20 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 38,107,467/38,107,467 (100.0%) +Types: str:38,107,467 +Null/Empty: empty_str:231,374 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 712 (0.0%) + 'reddit.com': 229 (0.0%) + 'redgifs.com': 115 (0.0%) + 'youtube.com': 37 (0.0%) + 'echojobs.io': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 38,107,467/38,107,467 (100.0%) +Types: bool:38,071,491, float:35,869, int:107 +Booleans: true:0 (0.0%), false:38,071,491 (100.0%) +Numeric values: 35,976 total +Numeric range: min:1,698,797,135.0, max:1,701,866,443.0, avg:1700098555.2 +Numeric std dev: 747692.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 38,107,467/38,107,467 (100.0%) +Types: int:38,107,467 +Numeric values: 38,107,467 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 38,107,467 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 38,107,467/38,107,467 (100.0%) +Types: dict:38,107,467 +Null/Empty: empty_obj:38,107,467 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 38,107,467/38,107,467 (100.0%) +Types: bool:38,107,467 +Booleans: true:0 (0.0%), false:38,107,467 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 38,107,467/38,107,467 (100.0%) +Types: bool:38,107,467 +Booleans: true:2,897,455 (7.6%), false:35,210,012 (92.4%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 38,107,467/38,107,467 (100.0%) +Types: str:38,107,467 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '17kz6ox': 1 (0.0%) + '17kz6oz': 1 (0.0%) + '17kz6p0': 1 (0.0%) + '17kz6p1': 1 (0.0%) + '17kz6p2': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 38,107,467/38,107,467 (100.0%) +Types: bool:38,107,467 +Booleans: true:127,286 (0.3%), false:37,980,181 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 38,107,467/38,107,467 (100.0%) +Types: bool:38,107,467 +Booleans: true:30,555,306 (80.2%), false:7,552,161 (19.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 38,107,467/38,107,467 (100.0%) +Types: bool:38,107,467 +Booleans: true:26 (0.0%), false:38,107,441 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 38,107,467/38,107,467 (100.0%) +Types: bool:38,107,467 +Booleans: true:427,433 (1.1%), false:37,680,034 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 38,107,467/38,107,467 (100.0%) +Types: bool:38,107,467 +Booleans: true:13,192,891 (34.6%), false:24,914,576 (65.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 38,107,467/38,107,467 (100.0%) +Types: bool:38,107,467 +Booleans: true:30,709,729 (80.6%), false:7,397,738 (19.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 38,107,467/38,107,467 (100.0%) +Types: bool:38,107,467 +Booleans: true:14,843,377 (39.0%), false:23,264,090 (61.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 38,107,467/38,107,467 (100.0%) +Types: bool:38,107,467 +Booleans: true:954,451 (2.5%), false:37,153,016 (97.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 38,107,467/38,107,467 (100.0%) +Types: str:37,385,606, NoneType:721,861 +Null/Empty: null:721,861, empty_str:25,484,148 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 610 (0.0%) + '#0079d3': 554 (0.0%) + '#ea0027': 433 (0.0%) + '#ffd635': 356 (0.0%) + '#ff66ac': 325 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 38,107,467/38,107,467 (100.0%) +Types: NoneType:25,136,115, str:12,971,352 +Null/Empty: null:25,136,115, empty_str:9,308,162 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 146 (0.0%) + 'male': 94 (0.0%) + 'question': 82 (0.0%) + 'help': 47 (0.0%) + 'seller': 40 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 38,107,467/38,107,467 (100.0%) +Types: list:38,107,467 +Null/Empty: empty_arr:32,046,966 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 38,107,467/38,107,467 (100.0%) +Types: NoneType:24,247,081, str:13,860,386 +Null/Empty: null:24,247,081, empty_str:1,714 +String length avg: 11.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 67 (0.0%) + 'Question': 39 (0.0%) + 'male': 21 (0.0%) + 'Trading': 17 (0.0%) + 'M4F': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 38,107,467/38,107,467 (100.0%) +Types: str:37,415,488, NoneType:691,979 +Null/Empty: null:691,979 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 31,212,852 (83.4%) + 'light': 6,202,636 (16.6%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 38,107,467/38,107,467 (100.0%) +Types: str:38,107,467 +String length avg: 4.6 +Unique strings tracked: 2 +String values distribution: + 'text': 32,143,329 (84.3%) + 'richtext': 5,964,138 (15.7%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 38,107,467/38,107,467 (100.0%) +Types: bool:38,107,467 +Booleans: true:1,905,184 (5.0%), false:36,202,283 (95.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 38,107,467/38,107,467 (100.0%) +Types: NoneType:34,300,991, dict:3,806,476 +Null/Empty: null:34,300,991 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 38,107,467/38,107,467 (100.0%) +Types: dict:38,107,467 +Null/Empty: empty_obj:35,247,781 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 38,107,467/38,107,467 (100.0%) +Types: bool:38,107,467 +Booleans: true:925 (0.0%), false:38,106,542 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 38,107,467/38,107,467 (100.0%) +Types: bool:38,107,467 +Booleans: true:29,877,473 (78.4%), false:8,229,994 (21.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 38,107,467/38,107,467 (100.0%) +Types: int:38,107,467 +Numeric values: 38,107,467 total +Numeric range: min:0, max:65,938, avg:5.8 +Numeric std dev: 58.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 38,107,467/38,107,467 (100.0%) +Types: int:38,107,467 +Numeric values: 38,107,467 total +Numeric range: min:0, max:209, avg:0.0 +Numeric std dev: 0.4 +Unique numbers tracked: 120 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 38,107,467/38,107,467 (100.0%) +Types: bool:38,107,467 +Booleans: true:17,806,602 (46.7%), false:20,300,865 (53.3%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 38,107,467/38,107,467 (100.0%) +Types: NoneType:25,314,816, str:12,792,651 +Null/Empty: null:25,314,816 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 11,328,279 (88.6%) + 'some_ads': 1,463,482 (11.4%) + 'house_only': 884 (0.0%) + 'promo_adult_nsfw': 4 (0.0%) + 'promo_all': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 38,107,467/38,107,467 (100.0%) +Types: str:38,107,467 +String length avg: 67.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/dirtyr4r/comments/17kz6ox/31_m4a_uk_online_cuck...': 1 (0.0%) + '/r/OliveMUA/comments/17kz6oz/why_orange_looks_wors...': 1 (0.0%) + '/r/dropshipping/comments/17kz6p0/booster_theme/': 1 (0.0%) + '/r/GirlsWatchingPorn/comments/17kz6p1/rubs_pussy_a...': 1 (0.0%) + '/r/every15min/comments/17kz6p2/currently_its_octob...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 38,107,467/38,107,467 (100.0%) +Types: bool:38,107,467 +Booleans: true:0 (0.0%), false:38,107,467 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 38,107,467/38,107,467 (100.0%) +Types: NoneType:25,314,816, int:12,792,651 +Null/Empty: null:25,314,816 +Numeric values: 12,792,651 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 11,328,279 (88.6%) + 7: 1,463,482 (11.4%) + 1: 884 (0.0%) + 3: 4 (0.0%) + 5: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 38,107,467/38,107,467 (100.0%) +Types: bool:38,107,467 +Booleans: true:1,500 (0.0%), false:38,105,967 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 38,107,467/38,107,467 (100.0%) +Types: NoneType:38,107,467 +Null/Empty: null:38,107,467 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 38,107,467/38,107,467 (100.0%) +Types: NoneType:30,724,129, str:7,383,338 +Null/Empty: null:30,724,129 +String length avg: 8.4 +Unique strings tracked: 9 +String values distribution: + 'reddit': 3,130,966 (42.4%) + 'moderator': 2,904,499 (39.3%) + 'automod_filtered': 812,179 (11.0%) + 'deleted': 525,597 (7.1%) + 'content_takedown': 6,225 (0.1%) + 'author': 3,738 (0.1%) + 'copyright_takedown': 126 (0.0%) + 'anti_evil_ops': 5 (0.0%) + 'community_ops': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 38,107,467/38,107,467 (100.0%) +Types: int:38,107,467 +Numeric values: 38,107,467 total +Numeric range: min:1,698,796,814, max:1,701,921,212, avg:1700111367.4 +Numeric std dev: 751052.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 38,107,467/38,107,467 (100.0%) +Types: int:38,107,467 +Numeric values: 38,107,467 total +Numeric range: min:0, max:217,302, avg:30.1 +Numeric std dev: 358.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 38,107,467/38,107,467 (100.0%) +Types: NoneType:34,300,991, dict:3,806,476 +Null/Empty: null:34,300,991 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 38,107,467/38,107,467 (100.0%) +Types: dict:38,107,467 +Null/Empty: empty_obj:35,247,781 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 38,107,467/38,107,467 (100.0%) +Types: str:38,107,467 +Null/Empty: empty_str:23,236,884 +String length avg: 445.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 137 (0.0%) + '[deleted]': 14 (0.0%) + 'If you’re new to the community, introduce yourself...': 6 (0.0%) + 'https://thefactbase.com/which-is-the-main-substanc...': 5 (0.0%) + 'Please read the whole post and let me know ur thou...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 38,107,467/38,107,467 (100.0%) +Types: bool:38,107,467 +Booleans: true:35,318,069 (92.7%), false:2,789,398 (7.3%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 38,107,467/38,107,467 (100.0%) +Types: bool:38,107,467 +Booleans: true:341,755 (0.9%), false:37,765,712 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 38,107,467/38,107,467 (100.0%) +Types: bool:38,107,467 +Booleans: true:79,370 (0.2%), false:38,028,097 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 38,107,467/38,107,467 (100.0%) +Types: str:38,107,467 +String length avg: 12.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'DisneyNewsfeed': 28 (0.0%) + 'playfulbuds': 25 (0.0%) + 'nonutnovember': 14 (0.0%) + 'GaySnapchatShare': 12 (0.0%) + 'PersonalizedGameRecs': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 38,107,467/38,107,467 (100.0%) +Types: str:38,107,467 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6sr5e4': 28 (0.0%) + 't5_9t6x2v': 25 (0.0%) + 't5_3pnv2': 14 (0.0%) + 't5_32ulkj': 12 (0.0%) + 't5_3m9cd': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 38,107,467/38,107,467 (100.0%) +Types: str:38,107,467 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/DisneyNewsfeed': 28 (0.0%) + 'r/playfulbuds': 25 (0.0%) + 'r/nonutnovember': 14 (0.0%) + 'r/GaySnapchatShare': 12 (0.0%) + 'r/PersonalizedGameRecs': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 38,107,467/38,107,467 (100.0%) +Types: int:38,107,467 +Numeric values: 38,107,467 total +Numeric range: min:-664, max:54,750,285, avg:848886.3 +Numeric std dev: 4206374.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 38,107,467/38,107,467 (100.0%) +Types: str:38,107,467 +String length avg: 6.2 +Unique strings tracked: 4 +String values distribution: + 'public': 33,873,075 (88.9%) + 'restricted': 2,562,514 (6.7%) + 'user': 1,671,876 (4.4%) + 'private': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 38,107,467/38,107,467 (100.0%) +Types: NoneType:31,531,263, str:6,576,204 +Null/Empty: null:31,531,263 +String length avg: 4.6 +Unique strings tracked: 8 +String values distribution: + 'new': 1,795,596 (27.3%) + 'confidence': 1,723,949 (26.2%) + 'qa': 1,702,507 (25.9%) + 'top': 988,007 (15.0%) + 'old': 325,263 (4.9%) + 'live': 22,092 (0.3%) + 'controversial': 13,354 (0.2%) + 'random': 5,436 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 38,107,467/38,107,467 (100.0%) +Types: str:38,107,467 +Null/Empty: empty_str:1,240 +String length avg: 25.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 1,646 (0.0%) + 'self': 1,248 (0.0%) + 'default': 112 (0.0%) + 'spoiler': 23 (0.0%) + 'https://a.thumbs.redditmedia.com/Bes0xikjnOKZf1eeH...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 38,107,467/38,107,467 (100.0%) +Types: str:38,107,467 +String length avg: 50.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Which is the main substance used to make a crayon?...': 6 (0.0%) + '24[F4M] DFT,SEXT,FT,HMU Telegram: @margiedunner': 4 (0.0%) + 'What are some of the best survival games you've pl...': 3 (0.0%) + 'Class struggle doesn’t depend on the left, because...': 3 (0.0%) + 'Are there any downsides in upgrading a Samsung Gal...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 38,107,467/38,107,467 (100.0%) +Types: NoneType:38,107,467 +Null/Empty: null:38,107,467 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 38,107,467/38,107,467 (100.0%) +Types: int:38,107,467 +Numeric values: 38,107,467 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 38,107,467 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 38,107,467/38,107,467 (100.0%) +Types: list:38,107,467 +Null/Empty: empty_arr:38,107,467 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 38,107,467/38,107,467 (100.0%) +Types: float:36,330,449, int:1,777,018 +Numeric values: 38,107,467 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 38,107,467/38,107,467 (100.0%) +Types: str:38,107,467 +Null/Empty: empty_str:230,477 +String length avg: 63.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://rainershea.substack.com/p/class-struggle-d...': 3 (0.0%) + 'https://youtube.com/live/vDKdxidOTPM?feature=share': 3 (0.0%) + 'https://www.redgifs.com/watch/sardonicmildcanine': 2 (0.0%) + 'https://i.imgur.com/Z3WG0KL.gifv': 2 (0.0%) + 'https://www.reddit.com/gallery/17kz6t1': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 38,107,467/38,107,467 (100.0%) +Types: NoneType:38,107,467 +Null/Empty: null:38,107,467 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 38,107,467/38,107,467 (100.0%) +Types: NoneType:25,314,816, str:12,792,651 +Null/Empty: null:25,314,816 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 11,328,279 (88.6%) + 'some_ads': 1,463,482 (11.4%) + 'house_only': 884 (0.0%) + 'promo_adult_nsfw': 4 (0.0%) + 'promo_all': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 38,107,467/38,107,467 (100.0%) +Types: NoneType:25,314,816, int:12,792,651 +Null/Empty: null:25,314,816 +Numeric values: 12,792,651 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 11,328,279 (88.6%) + 7: 1,463,482 (11.4%) + 1: 884 (0.0%) + 3: 4 (0.0%) + 5: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 38,106,227/38,107,467 (100.0%) +Types: int:22,795,300, NoneType:15,310,927 +Null/Empty: null:15,310,927 +Numeric values: 22,795,300 total +Numeric range: min:1, max:140, avg:124.5 +Numeric std dev: 25.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 38,106,227/38,107,467 (100.0%) +Types: int:22,795,300, NoneType:15,310,927 +Null/Empty: null:15,310,927 +Numeric values: 22,795,300 total +Numeric range: min:1, max:140, avg:139.9 +Numeric std dev: 2.2 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 38,100,213/38,107,467 (100.0%) +Types: float:36,925,418, int:1,174,795 +Numeric values: 38,100,213 total +Numeric range: min:1,698,796,800.0, max:1,701,388,799.0, avg:1700111080.0 +Numeric std dev: 750881.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 38,100,213/38,107,467 (100.0%) +Types: str:38,100,213 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_17kz6ox': 1 (0.0%) + 't3_17kz6oz': 1 (0.0%) + 't3_17kz6p0': 1 (0.0%) + 't3_17kz6p1': 1 (0.0%) + 't3_17kz6p2': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 38,100,208/38,107,467 (100.0%) +Types: int:38,100,208 +Numeric values: 38,100,208 total +Numeric range: min:0, max:217,302, avg:30.1 +Numeric std dev: 359.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 38,093,928/38,107,467 (100.0%) +Types: NoneType:38,087,411, str:6,517 +Null/Empty: null:38,087,411 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 6,517 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 38,093,923/38,107,467 (100.0%) +Types: NoneType:38,093,923 +Null/Empty: null:38,093,923 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 38,093,923/38,107,467 (100.0%) +Types: NoneType:38,093,923 +Null/Empty: null:38,093,923 + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 38,093,923/38,107,467 (100.0%) +Types: bool:38,093,923 +Booleans: true:0 (0.0%), false:38,093,923 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 38,093,923/38,107,467 (100.0%) +Types: NoneType:38,093,923 +Null/Empty: null:38,093,923 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 38,093,923/38,107,467 (100.0%) +Types: NoneType:38,093,923 +Null/Empty: null:38,093,923 + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 38,093,923/38,107,467 (100.0%) +Types: bool:38,093,923 +Booleans: true:0 (0.0%), false:38,093,923 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 38,093,923/38,107,467 (100.0%) +Types: bool:38,093,923 +Booleans: true:0 (0.0%), false:38,093,923 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 38,093,923/38,107,467 (100.0%) +Types: int:38,093,923 +Numeric values: 38,093,923 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 38,093,923 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 38,093,923/38,107,467 (100.0%) +Types: NoneType:38,093,922, bool:1 +Null/Empty: null:38,093,922 +Booleans: true:1 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 38,093,923/38,107,467 (100.0%) +Types: NoneType:38,093,923 +Null/Empty: null:38,093,923 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 38,093,923/38,107,467 (100.0%) +Types: NoneType:38,093,923 +Null/Empty: null:38,093,923 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 38,093,923/38,107,467 (100.0%) +Types: NoneType:38,093,923 +Null/Empty: null:38,093,923 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 38,093,923/38,107,467 (100.0%) +Types: list:38,093,923 +Null/Empty: empty_arr:38,093,923 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 38,093,923/38,107,467 (100.0%) +Types: int:38,093,923 +Numeric values: 38,093,923 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 38,093,923 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 38,093,923/38,107,467 (100.0%) +Types: list:38,093,923 +Null/Empty: empty_arr:38,093,923 + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 38,093,923/38,107,467 (100.0%) +Types: bool:38,093,923 +Booleans: true:0 (0.0%), false:38,093,923 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 38,093,923/38,107,467 (100.0%) +Types: list:38,093,923 +Null/Empty: empty_arr:38,093,923 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 38,093,923/38,107,467 (100.0%) +Types: bool:38,093,923 +Booleans: true:0 (0.0%), false:38,093,923 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 38,093,466/38,107,467 (100.0%) +Types: dict:38,093,466 + +──────────────────────────────────────────────────────────── +FIELD: updated_on Occurrence: 38,056,663/38,107,467 (99.9%) +Types: int:38,056,663 +Numeric values: 38,056,663 total +Numeric range: min:1,698,796,831, max:1,701,517,569, avg:1700115855.5 +Numeric std dev: 750948.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 37,876,573/38,107,467 (99.4%) +Types: str:37,876,573 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 36,537,365 (96.5%) + 'richtext': 1,339,208 (3.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 37,876,573/38,107,467 (99.4%) +Types: str:37,876,573 +String length avg: 11.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 57 (0.0%) + 't2_cc320': 28 (0.0%) + 't2_ox6r7kz9': 21 (0.0%) + 't2_vqw4t1bo': 12 (0.0%) + 't2_58rqc9j': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 37,876,573/38,107,467 (99.4%) +Types: bool:37,876,573 +Booleans: true:0 (0.0%), false:37,876,573 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 37,876,573/38,107,467 (99.4%) +Types: bool:37,876,573 +Booleans: true:564,643 (1.5%), false:37,311,930 (98.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 37,386,101/38,107,467 (98.1%) +Types: list:37,386,101 +Null/Empty: empty_arr:36,008,655 + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 23,264,956/38,107,467 (61.1%) +Types: str:23,264,956 +Null/Empty: empty_str:158,980 +String length avg: 45.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/sparsesecondmockingb...': 5 (0.0%) + 'https://www.reddit.com/gallery/17kz6t1': 4 (0.0%) + 'https://rainershea.substack.com/p/class-struggle-d...': 3 (0.0%) + 'https://www.redgifs.com/watch/compassionateblandib...': 3 (0.0%) + 'https://i.imgur.com/9stRc0F.gifv': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 20,551,282/38,107,467 (53.9%) +Types: str:20,551,282 +String length avg: 5.8 +Unique strings tracked: 7 +String values distribution: + 'image': 12,783,747 (62.2%) + 'link': 2,722,457 (13.2%) + 'rich:video': 2,673,164 (13.0%) + 'self': 1,414,410 (6.9%) + 'hosted:video': 951,720 (4.6%) + 'gallery': 5,453 (0.0%) + 'video': 331 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 20,551,282/38,107,467 (53.9%) +Types: dict:20,551,282 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 13,286,132/38,107,467 (34.9%) +Types: str:13,286,132 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'd897238a-545a-11eb-8db1-0e23163a9deb': 16 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 15 (0.0%) + '71a39afe-3518-11ee-946a-0285d98940c8': 9 (0.0%) + '52e263e0-fcc3-11ec-beed-4a43ccbf781a': 4 (0.0%) + 'e3937af4-545a-11eb-a4f9-0e85c04e87bb': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 3,477,786/38,107,467 (9.1%) +Types: dict:2,996,702, NoneType:481,084 +Null/Empty: null:481,084, empty_obj:2 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 3,072,652/38,107,467 (8.1%) +Types: dict:2,652,162, NoneType:420,490 +Null/Empty: null:420,490 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 3,072,652/38,107,467 (8.1%) +Types: bool:3,072,652 +Booleans: true:3,072,652 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: previous_selftext Occurrence: 1,329,443/38,107,467 (3.5%) +Types: str:1,329,443 +Null/Empty: empty_str:17,171 +String length avg: 564.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 608 (0.0%) + '[deleted]': 150 (0.0%) + ' +All games available, click and I will click back....': 3 (0.0%) + 'Well, basically most of us know what happens after...': 2 (0.0%) + 'I am 18+ and all participants and characters must ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,210,045/38,107,467 (3.2%) +Types: str:1,210,045 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_16v50hj': 54 (0.0%) + 't3_17kzlye': 18 (0.0%) + 't3_17kw9h4': 11 (0.0%) + 't3_17kzhen': 11 (0.0%) + 't3_17kzpvu': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,210,045/38,107,467 (3.2%) +Types: list:1,210,045 +Null/Empty: empty_arr:153 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 127,286/38,107,467 (0.3%) +Types: NoneType:127,284, list:2 +Null/Empty: null:127,284 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 127,286/38,107,467 (0.3%) +Types: NoneType:116,308, str:10,978 +Null/Empty: null:116,308 +String length avg: 58.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Fidium Fiber Internet is Here': 146 (1.3%) + 'Warhaven New Soldier Update': 71 (0.6%) + 'Soulsdance Festival Update': 54 (0.5%) + 'Some familiarity with effective altruism is encour...': 42 (0.4%) + 'Promo Code: BOGOSAMMY': 41 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 127,286/38,107,467 (0.3%) +Types: NoneType:127,286 +Null/Empty: null:127,286 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 127,286/38,107,467 (0.3%) +Types: NoneType:127,286 +Null/Empty: null:127,286 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 127,286/38,107,467 (0.3%) +Types: NoneType:127,286 +Null/Empty: null:127,286 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 127,286/38,107,467 (0.3%) +Types: str:127,270, NoneType:16 +Null/Empty: null:16 +String length avg: 11.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_jyoztx11': 1,617 (1.3%) + 't2_jyms1ejh': 1,316 (1.0%) + 't2_12pg61': 456 (0.4%) + 't2_25usvnh7': 192 (0.2%) + 't2_tnjwypik': 189 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 127,286/38,107,467 (0.3%) +Types: NoneType:127,286 +Null/Empty: null:127,286 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 127,286/38,107,467 (0.3%) +Types: str:84,423, NoneType:42,863 +Null/Empty: null:42,863 +String length avg: 17.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 507 (0.6%) + 'nexon.com': 158 (0.2%) + 'play.google.com': 108 (0.1%) + 'apps.apple.com': 94 (0.1%) + 'peacocktv.com': 88 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 127,286/38,107,467 (0.3%) +Types: NoneType:127,282, str:4 +Null/Empty: null:127,282 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 4 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 127,286/38,107,467 (0.3%) +Types: NoneType:127,282, str:4 +Null/Empty: null:127,282 +String length avg: 29.0 +Unique strings tracked: 3 +String values distribution: + 'https://patricks.co/': 2 (50.0%) + 'https://apps.shopify.com/performance-tested-ugc': 1 (25.0%) + 'https://www.twitch.tv/x2twins': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 127,286/38,107,467 (0.3%) +Types: list:127,286 +Null/Empty: empty_arr:127,286 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 127,286/38,107,467 (0.3%) +Types: list:127,286 +Null/Empty: empty_arr:127,286 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 127,286/38,107,467 (0.3%) +Types: str:127,286 +String length avg: 108.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.reddit.com/': 74 (0.1%) + 'https://relu-games.itch.io/smoking-gun': 33 (0.0%) + 'https://www.kisskissbankbank.com/fr/projects/rise-...': 25 (0.0%) + 'https://engagements.appsflyer.com/v1.0/c2s/click/a...': 24 (0.0%) + 'https://www.onlyoffice.com/docspace-registration.a...': 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 127,286/38,107,467 (0.3%) +Types: NoneType:127,286 +Null/Empty: null:127,286 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 127,286/38,107,467 (0.3%) +Types: NoneType:127,286 +Null/Empty: null:127,286 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 127,286/38,107,467 (0.3%) +Types: bool:127,286 +Booleans: true:0 (0.0%), false:127,286 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 127,286/38,107,467 (0.3%) +Types: bool:127,286 +Booleans: true:0 (0.0%), false:127,286 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 127,286/38,107,467 (0.3%) +Types: str:127,286 +Null/Empty: empty_str:54,990 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/lGPodvphXVy6...': 42 (0.1%) + 'https://reddit-image.s3.amazonaws.com/7oopxxxlWOm7...': 40 (0.1%) + 'https://reddit-image.s3.amazonaws.com/Yj8PoRo0HUg5...': 20 (0.0%) + 'https://reddit-image.s3.amazonaws.com/AgU2L_Y0CXhr...': 20 (0.0%) + 'https://reddit-image.s3.amazonaws.com/-lHWArxWVQWP...': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 127,286/38,107,467 (0.3%) +Types: NoneType:127,286 +Null/Empty: null:127,286 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 127,286/38,107,467 (0.3%) +Types: dict:127,286 +Null/Empty: empty_obj:127,286 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 127,286/38,107,467 (0.3%) +Types: NoneType:127,286 +Null/Empty: null:127,286 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 127,286/38,107,467 (0.3%) +Types: list:127,286 +Null/Empty: empty_arr:127,286 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 127,286/38,107,467 (0.3%) +Types: NoneType:120,214, str:7,072 +Null/Empty: null:120,214 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'PRODUCT': 7,037 (99.5%) + 'SPOTLIGHT_VIDEO': 35 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 127,286/38,107,467 (0.3%) +Types: bool:127,286 +Booleans: true:0 (0.0%), false:127,286 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 127,286/38,107,467 (0.3%) +Types: NoneType:127,286 +Null/Empty: null:127,286 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 127,286/38,107,467 (0.3%) +Types: NoneType:127,286 +Null/Empty: null:127,286 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 127,286/38,107,467 (0.3%) +Types: NoneType:127,286 +Null/Empty: null:127,286 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 127,286/38,107,467 (0.3%) +Types: bool:127,286 +Booleans: true:127,286 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 127,286/38,107,467 (0.3%) +Types: NoneType:127,286 +Null/Empty: null:127,286 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 127,286/38,107,467 (0.3%) +Types: list:127,286 +Null/Empty: empty_arr:127,286 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 127,286/38,107,467 (0.3%) +Types: NoneType:127,286 +Null/Empty: null:127,286 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 127,286/38,107,467 (0.3%) +Types: NoneType:127,286 +Null/Empty: null:127,286 + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 107,101/38,107,467 (0.3%) +Types: dict:99,033, NoneType:8,068 +Null/Empty: null:8,068 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 95,275/38,107,467 (0.3%) +Types: bool:95,275 +Booleans: true:95,275 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 94,954/38,107,467 (0.2%) +Types: str:94,954 +String length avg: 8.7 +Unique strings tracked: 15 +Top 5 string values: + 'Shop Now': 34,138 (36.0%) + 'Learn More': 27,749 (29.2%) + 'Sign Up': 8,360 (8.8%) + 'Download': 4,957 (5.2%) + 'View More': 4,732 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 77,235/38,107,467 (0.2%) +Types: NoneType:77,235 +Null/Empty: null:77,235 + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 77,235/38,107,467 (0.2%) +Types: NoneType:77,235 +Null/Empty: null:77,235 + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 7,525/38,107,467 (0.0%) +Types: list:7,525 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 3,836/38,107,467 (0.0%) +Types: str:3,836 +String length avg: 6.5 +Unique strings tracked: 186 +Top 5 string values: + '$629.00': 942 (24.6%) + '$24.99': 471 (12.3%) + '$49.98': 124 (3.2%) + '$19.99': 121 (3.2%) + '$99.96': 88 (2.3%) + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 148/38,107,467 (0.0%) +Types: float:148 +Numeric values: 148 total +Numeric range: min:1,698,879,600.0, max:1,701,646,200.0, avg:1700169032.4 +Numeric std dev: 776879.1 +Unique numbers tracked: 87 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 148/38,107,467 (0.0%) +Types: bool:148 +Booleans: true:0 (0.0%), false:148 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 148/38,107,467 (0.0%) +Types: float:148 +Numeric values: 148 total +Numeric range: min:1,698,865,200.0, max:1,701,631,800.0, avg:1700154632.4 +Numeric std dev: 776879.1 +Unique numbers tracked: 87 + +──────────────────────────────────────────────────────────── +FIELD: user_reports_dismissed Occurrence: 3/38,107,467 (0.0%) +Types: NoneType:3 +Null/Empty: null:3 + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 1/38,107,467 (0.0%) +Types: str:1 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 1 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2023-12.jsonl +Analysis Time: 2026-01-16 17:45:35 +================================================================================ +Processed lines: 39,245,797 +Total unique fields: 162 +Max unique values tracked per field: 1,000 +Sample size: 39,245,797 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 39,245,797/39,245,797 (100.0%) +Types: list:39,245,797 +Null/Empty: empty_arr:39,245,797 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 39,245,797/39,245,797 (100.0%) +Types: bool:39,245,797 +Booleans: true:34,882 (0.1%), false:39,210,915 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 39,245,797/39,245,797 (100.0%) +Types: bool:39,245,797 +Booleans: true:0 (0.0%), false:39,245,797 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 39,245,797/39,245,797 (100.0%) +Types: str:39,245,797 +String length avg: 13.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 53 (0.0%) + 'EchoJobs': 20 (0.0%) + '[deleted]': 10 (0.0%) + 'rrmdp': 10 (0.0%) + 'Odumss': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 39,245,797/39,245,797 (100.0%) +Types: NoneType:35,815,485, str:3,430,312 +Null/Empty: null:35,815,485, empty_str:1,372,132 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 4,233 (0.2%) + '#dadada': 1,371 (0.1%) + '#ff66ac': 953 (0.0%) + '#0079d3': 833 (0.0%) + '#ea0027': 674 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 39,245,797/39,245,797 (100.0%) +Types: NoneType:38,006,600, str:1,239,197 +Null/Empty: null:38,006,600, empty_str:113,709 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 113 (0.0%) + 'verified': 76 (0.0%) + 'team-harmony': 61 (0.0%) + 'green': 50 (0.0%) + 'v18': 41 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 39,245,797/39,245,797 (100.0%) +Types: NoneType:36,815,842, str:2,429,955 +Null/Empty: null:36,815,842 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6dde4c66-7924-11ee-be2a-46124de7bb46': 50 (0.0%) + 'd479911a-ee96-11e8-a1e5-0e928c379f44': 33 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 17 (0.0%) + '862a345a-7d7b-11ee-98c8-1ae9293de93c': 17 (0.0%) + '0e271ab4-3cf2-11ee-ab1e-3e974c67b6f6': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 39,245,797/39,245,797 (100.0%) +Types: NoneType:36,292,274, str:2,953,523 +Null/Empty: null:36,292,274, empty_str:157,088 +String length avg: 16.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified': 46 (0.0%) + '⁕': 37 (0.0%) + 'Still IN:goldennut18:': 31 (0.0%) + 'Verified Seller': 24 (0.0%) + 'Soldier 💪': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 39,245,797/39,245,797 (100.0%) +Types: NoneType:30,452,095, str:8,793,702 +Null/Empty: null:30,452,095, empty_str:25,683 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 7,982,259 (91.0%) + 'light': 785,760 (9.0%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 39,245,797/39,245,797 (100.0%) +Types: list:39,245,797 +Null/Empty: empty_arr:39,245,797 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 39,245,797/39,245,797 (100.0%) +Types: bool:39,245,797 +Booleans: true:0 (0.0%), false:39,245,797 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 39,245,797/39,245,797 (100.0%) +Types: NoneType:39,244,563, str:1,234 +Null/Empty: null:39,244,563 +String length avg: 13.8 +Unique strings tracked: 11 +Top 5 string values: + 'diy_and_crafts': 1,055 (85.5%) + 'drawing_and_painting': 65 (5.3%) + 'gaming': 36 (2.9%) + 'animals': 30 (2.4%) + 'entertainment': 18 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 39,245,797/39,245,797 (100.0%) +Types: NoneType:39,089,024, list:156,773 +Null/Empty: null:39,089,024 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 39,245,797/39,245,797 (100.0%) +Types: bool:39,245,797 +Booleans: true:23,559 (0.1%), false:39,222,238 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 39,245,797/39,245,797 (100.0%) +Types: float:38,027,924, int:1,217,873 +Numeric values: 39,245,797 total +Numeric range: min:1,701,388,800.0, max:1,704,067,199, avg:1702730820.9 +Numeric std dev: 773761.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 39,245,797/39,245,797 (100.0%) +Types: NoneType:39,229,888, str:15,909 +Null/Empty: null:39,229,888 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'CHAT': 15,909 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 39,245,797/39,245,797 (100.0%) +Types: NoneType:39,210,497, str:35,300 +Null/Empty: null:39,210,497 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 35,276 (99.9%) + 'admin': 24 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 39,245,797/39,245,797 (100.0%) +Types: str:39,245,797 +Null/Empty: empty_str:365,413 +String length avg: 13.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 750 (0.0%) + 'reddit.com': 240 (0.0%) + 'redgifs.com': 66 (0.0%) + 'echojobs.io': 37 (0.0%) + 'v.redd.it': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 39,245,797/39,245,797 (100.0%) +Types: bool:39,161,762, float:80,904, int:3,131 +Booleans: true:0 (0.0%), false:39,161,762 (100.0%) +Numeric values: 84,035 total +Numeric range: min:1,701,389,462.0, max:1,704,635,775.0, avg:1703231299.8 +Numeric std dev: 678979.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 39,245,797/39,245,797 (100.0%) +Types: int:39,245,797 +Numeric values: 39,245,797 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 39,245,797 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 39,245,797/39,245,797 (100.0%) +Types: dict:39,245,797 +Null/Empty: empty_obj:39,245,797 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 39,245,797/39,245,797 (100.0%) +Types: bool:39,245,797 +Booleans: true:0 (0.0%), false:39,245,797 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 39,245,797/39,245,797 (100.0%) +Types: bool:39,245,797 +Booleans: true:2,949,168 (7.5%), false:36,296,629 (92.5%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 39,245,797/39,245,797 (100.0%) +Types: str:39,245,797 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '187xav6': 1 (0.0%) + '187xav9': 1 (0.0%) + '187xava': 1 (0.0%) + '187xavb': 1 (0.0%) + '187xavc': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 39,245,797/39,245,797 (100.0%) +Types: bool:39,245,797 +Booleans: true:89,304 (0.2%), false:39,156,493 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 39,245,797/39,245,797 (100.0%) +Types: bool:39,245,797 +Booleans: true:31,067,168 (79.2%), false:8,178,629 (20.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 39,245,797/39,245,797 (100.0%) +Types: bool:39,245,797 +Booleans: true:25 (0.0%), false:39,245,772 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 39,245,797/39,245,797 (100.0%) +Types: bool:39,245,797 +Booleans: true:454,351 (1.2%), false:38,791,446 (98.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 39,245,797/39,245,797 (100.0%) +Types: bool:39,245,797 +Booleans: true:14,325,271 (36.5%), false:24,920,526 (63.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 39,245,797/39,245,797 (100.0%) +Types: bool:39,245,797 +Booleans: true:31,207,938 (79.5%), false:8,037,859 (20.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 39,245,797/39,245,797 (100.0%) +Types: bool:39,245,797 +Booleans: true:14,958,804 (38.1%), false:24,286,993 (61.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 39,245,797/39,245,797 (100.0%) +Types: bool:39,245,797 +Booleans: true:987,294 (2.5%), false:38,258,503 (97.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 39,245,797/39,245,797 (100.0%) +Types: str:38,883,077, NoneType:362,720 +Null/Empty: null:362,720, empty_str:26,324,071 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#0079d3': 578 (0.0%) + '#dadada': 540 (0.0%) + '#7193ff': 433 (0.0%) + '#ea0027': 369 (0.0%) + '#ffd635': 349 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 39,245,797/39,245,797 (100.0%) +Types: NoneType:25,507,482, str:13,738,315 +Null/Empty: null:25,507,482, empty_str:9,909,521 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 191 (0.0%) + 'question': 175 (0.0%) + 'male': 80 (0.0%) + 'blue': 59 (0.0%) + 'help': 54 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 39,245,797/39,245,797 (100.0%) +Types: list:39,245,797 +Null/Empty: empty_arr:32,900,316 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 39,245,797/39,245,797 (100.0%) +Types: NoneType:24,606,067, str:14,639,730 +Null/Empty: null:24,606,067, empty_str:1,613 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 81 (0.0%) + 'Question': 47 (0.0%) + 'Trading': 41 (0.0%) + 'male': 18 (0.0%) + 'M4F': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 39,245,797/39,245,797 (100.0%) +Types: str:38,997,839, NoneType:247,958 +Null/Empty: null:247,958 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 32,535,646 (83.4%) + 'light': 6,462,193 (16.6%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 39,245,797/39,245,797 (100.0%) +Types: str:39,245,797 +String length avg: 4.6 +Unique strings tracked: 2 +String values distribution: + 'text': 32,996,887 (84.1%) + 'richtext': 6,248,910 (15.9%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 39,245,797/39,245,797 (100.0%) +Types: bool:39,245,797 +Booleans: true:2,011,096 (5.1%), false:37,234,701 (94.9%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 39,245,797/39,245,797 (100.0%) +Types: NoneType:35,363,472, dict:3,882,325 +Null/Empty: null:35,363,472 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 39,245,797/39,245,797 (100.0%) +Types: dict:39,245,797 +Null/Empty: empty_obj:36,346,209 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 39,245,797/39,245,797 (100.0%) +Types: bool:39,245,797 +Booleans: true:601 (0.0%), false:39,245,196 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 39,245,797/39,245,797 (100.0%) +Types: bool:39,245,797 +Booleans: true:30,164,777 (76.9%), false:9,081,020 (23.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 39,245,797/39,245,797 (100.0%) +Types: int:39,245,797 +Numeric values: 39,245,797 total +Numeric range: min:0, max:50,111, avg:5.7 +Numeric std dev: 62.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 39,245,797/39,245,797 (100.0%) +Types: int:39,245,797 +Numeric values: 39,245,797 total +Numeric range: min:0, max:807, avg:0.0 +Numeric std dev: 0.5 +Unique numbers tracked: 160 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 39,245,797/39,245,797 (100.0%) +Types: bool:39,245,797 +Booleans: true:19,139,689 (48.8%), false:20,106,108 (51.2%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 39,245,797/39,245,797 (100.0%) +Types: NoneType:25,920,064, str:13,325,733 +Null/Empty: null:25,920,064 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 11,756,133 (88.2%) + 'some_ads': 1,568,801 (11.8%) + 'house_only': 790 (0.0%) + 'promo_all': 8 (0.0%) + 'promo_adult_nsfw': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 39,245,797/39,245,797 (100.0%) +Types: str:39,245,797 +String length avg: 67.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/CockCompareWorship/comments/187xav6/22_of_age_l...': 1 (0.0%) + '/r/nba/comments/187xav9/game_thread_utah_jazz_612_...': 1 (0.0%) + '/r/reginameetups/comments/187xava/anyone_want_some...': 1 (0.0%) + '/r/LonghornNation/comments/187xavb/game_thread_16_...': 1 (0.0%) + '/r/OnlyPeach/comments/187xavc/julia_burch/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 39,245,797/39,245,797 (100.0%) +Types: bool:39,245,797 +Booleans: true:0 (0.0%), false:39,245,797 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 39,245,797/39,245,797 (100.0%) +Types: NoneType:25,920,064, int:13,325,733 +Null/Empty: null:25,920,064 +Numeric values: 13,325,733 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 11,756,133 (88.2%) + 7: 1,568,801 (11.8%) + 1: 790 (0.0%) + 5: 8 (0.0%) + 3: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 39,245,797/39,245,797 (100.0%) +Types: bool:39,245,797 +Booleans: true:1,625 (0.0%), false:39,244,172 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 39,245,797/39,245,797 (100.0%) +Types: NoneType:39,245,797 +Null/Empty: null:39,245,797 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 39,245,797/39,245,797 (100.0%) +Types: NoneType:31,217,179, str:8,028,618 +Null/Empty: null:31,217,179 +String length avg: 8.3 +Unique strings tracked: 9 +String values distribution: + 'moderator': 3,174,933 (39.5%) + 'reddit': 3,044,602 (37.9%) + 'deleted': 973,340 (12.1%) + 'automod_filtered': 822,981 (10.3%) + 'content_takedown': 8,597 (0.1%) + 'author': 3,887 (0.0%) + 'copyright_takedown': 267 (0.0%) + 'community_ops': 7 (0.0%) + 'anti_evil_ops': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 39,245,797/39,245,797 (100.0%) +Types: int:39,245,797 +Numeric values: 39,245,797 total +Numeric range: min:1,701,388,819, max:1,704,684,308, avg:1702731215.7 +Numeric std dev: 774060.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 39,245,797/39,245,797 (100.0%) +Types: int:39,245,797 +Numeric values: 39,245,797 total +Numeric range: min:0, max:90,309, avg:29.6 +Numeric std dev: 331.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 39,245,797/39,245,797 (100.0%) +Types: NoneType:35,363,472, dict:3,882,325 +Null/Empty: null:35,363,472 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 39,245,797/39,245,797 (100.0%) +Types: dict:39,245,797 +Null/Empty: empty_obj:36,346,209 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 39,245,797/39,245,797 (100.0%) +Types: str:39,245,797 +Null/Empty: empty_str:24,328,711 +String length avg: 508.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 148 (0.0%) + '[deleted]': 16 (0.0%) + 'https://ale0.network': 16 (0.0%) + '* Help the mods control spam with the **report** b...': 5 (0.0%) + 'Body will update in a moment': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 39,245,797/39,245,797 (100.0%) +Types: bool:39,245,797 +Booleans: true:36,574,807 (93.2%), false:2,670,990 (6.8%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 39,245,797/39,245,797 (100.0%) +Types: bool:39,245,797 +Booleans: true:387,841 (1.0%), false:38,857,956 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 39,245,797/39,245,797 (100.0%) +Types: bool:39,245,797 +Booleans: true:88,889 (0.2%), false:39,156,908 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 39,245,797/39,245,797 (100.0%) +Types: str:39,245,797 +String length avg: 12.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'JerkBuddiesNL4': 23 (0.0%) + 'jerkbuds_thur5dayy': 20 (0.0%) + 'nonutnovember': 13 (0.0%) + 'jobboardsearch': 10 (0.0%) + 'Monopoly_GO': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 39,245,797/39,245,797 (100.0%) +Types: str:39,245,797 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_a96grk': 23 (0.0%) + 't5_a96f7o': 20 (0.0%) + 't5_3pnv2': 13 (0.0%) + 't5_75flg6': 10 (0.0%) + 't5_7zifh8': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 39,245,797/39,245,797 (100.0%) +Types: str:39,245,797 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/JerkBuddiesNL4': 23 (0.0%) + 'r/jerkbuds_thur5dayy': 20 (0.0%) + 'r/nonutnovember': 13 (0.0%) + 'r/jobboardsearch': 10 (0.0%) + 'r/Monopoly_GO': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 39,245,797/39,245,797 (100.0%) +Types: int:39,245,797 +Numeric values: 39,245,797 total +Numeric range: min:-664, max:55,574,533, avg:833997.3 +Numeric std dev: 4114383.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 39,245,797/39,245,797 (100.0%) +Types: str:39,245,797 +String length avg: 6.1 +Unique strings tracked: 4 +String values distribution: + 'public': 35,941,034 (91.6%) + 'restricted': 1,654,339 (4.2%) + 'user': 1,650,423 (4.2%) + 'private': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 39,245,797/39,245,797 (100.0%) +Types: NoneType:32,563,860, str:6,681,937 +Null/Empty: null:32,563,860 +String length avg: 4.6 +Unique strings tracked: 8 +String values distribution: + 'new': 1,850,223 (27.7%) + 'confidence': 1,785,976 (26.7%) + 'qa': 1,683,321 (25.2%) + 'top': 988,754 (14.8%) + 'old': 331,951 (5.0%) + 'live': 22,984 (0.3%) + 'controversial': 13,888 (0.2%) + 'random': 4,840 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 39,245,797/39,245,797 (100.0%) +Types: str:39,245,797 +Null/Empty: empty_str:1,374 +String length avg: 24.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 1,915 (0.0%) + 'self': 1,457 (0.0%) + 'default': 160 (0.0%) + 'spoiler': 44 (0.0%) + 'https://b.thumbs.redditmedia.com/lzNWBbRB4rNylkOmI...': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 39,245,797/39,245,797 (100.0%) +Types: str:39,245,797 +String length avg: 49.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'According to Greek mythology who was the first wom...': 5 (0.0%) + 'Odegra ktoś influ w rp dla 15 latka z dużym kutase...': 4 (0.0%) + '22[F4M]I'm down for meetup, sexting. pls add me on...': 4 (0.0%) + 'F4M Dtf wanna suck 🥰🌈and fuck so hot 🥵 and ride on...': 4 (0.0%) + 'F25 down to fuck or sext and FaceTime🥵ready to be ...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 39,245,797/39,245,797 (100.0%) +Types: NoneType:39,245,797 +Null/Empty: null:39,245,797 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 39,245,797/39,245,797 (100.0%) +Types: int:39,245,797 +Numeric values: 39,245,797 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 39,245,797 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 39,245,797/39,245,797 (100.0%) +Types: list:39,245,797 +Null/Empty: empty_arr:39,245,797 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 39,245,797/39,245,797 (100.0%) +Types: float:37,427,540, int:1,818,257 +Numeric values: 39,245,797 total +Numeric range: min:0.0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 39,245,797/39,245,797 (100.0%) +Types: str:39,245,797 +Null/Empty: empty_str:365,273 +String length avg: 62.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.redgifs.com/i/canineprivatebats.jpg': 2 (0.0%) + 'https://centralelectoral.ine.mx/2023/11/30/ine-ord...': 2 (0.0%) + 'https://youtu.be/dew2LfHp2j4?si=Q8heCDxTs9uMkB7I': 2 (0.0%) + 'https://www.dsogaming.com/mods/need-for-speed-riva...': 2 (0.0%) + 'https://www.redgifs.com/watch/medicalradianthuia': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 39,245,797/39,245,797 (100.0%) +Types: NoneType:39,245,797 +Null/Empty: null:39,245,797 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 39,245,797/39,245,797 (100.0%) +Types: NoneType:25,920,064, str:13,325,733 +Null/Empty: null:25,920,064 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 11,756,133 (88.2%) + 'some_ads': 1,568,801 (11.8%) + 'house_only': 790 (0.0%) + 'promo_all': 8 (0.0%) + 'promo_adult_nsfw': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 39,245,797/39,245,797 (100.0%) +Types: NoneType:25,920,064, int:13,325,733 +Null/Empty: null:25,920,064 +Numeric values: 13,325,733 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 11,756,133 (88.2%) + 7: 1,568,801 (11.8%) + 1: 790 (0.0%) + 5: 8 (0.0%) + 3: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 39,244,423/39,245,797 (100.0%) +Types: int:23,748,878, NoneType:15,495,545 +Null/Empty: null:15,495,545 +Numeric values: 23,748,878 total +Numeric range: min:0, max:140, avg:125.3 +Numeric std dev: 24.9 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 39,244,423/39,245,797 (100.0%) +Types: int:23,748,878, NoneType:15,495,545 +Null/Empty: null:15,495,545 +Numeric values: 23,748,878 total +Numeric range: min:0, max:140, avg:139.9 +Numeric std dev: 2.1 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 39,235,303/39,245,797 (100.0%) +Types: float:38,027,934, int:1,207,369 +Numeric values: 39,235,303 total +Numeric range: min:1,701,388,800.0, max:1,704,067,199, avg:1702730781.0 +Numeric std dev: 773766.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 39,235,303/39,245,797 (100.0%) +Types: str:39,235,303 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_187xav6': 1 (0.0%) + 't3_187xav9': 1 (0.0%) + 't3_187xava': 1 (0.0%) + 't3_187xavb': 1 (0.0%) + 't3_187xavc': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 39,235,303/39,245,797 (100.0%) +Types: int:39,235,303 +Numeric values: 39,235,303 total +Numeric range: min:0, max:90,309, avg:29.6 +Numeric std dev: 331.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 39,235,293/39,245,797 (100.0%) +Types: NoneType:39,235,293 +Null/Empty: null:39,235,293 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 39,235,293/39,245,797 (100.0%) +Types: NoneType:39,235,293 +Null/Empty: null:39,235,293 + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 39,235,293/39,245,797 (100.0%) +Types: bool:39,235,293 +Booleans: true:0 (0.0%), false:39,235,293 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 39,235,293/39,245,797 (100.0%) +Types: NoneType:39,235,293 +Null/Empty: null:39,235,293 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 39,235,293/39,245,797 (100.0%) +Types: NoneType:39,235,293 +Null/Empty: null:39,235,293 + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 39,235,293/39,245,797 (100.0%) +Types: bool:39,235,293 +Booleans: true:0 (0.0%), false:39,235,293 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 39,235,293/39,245,797 (100.0%) +Types: bool:39,235,293 +Booleans: true:0 (0.0%), false:39,235,293 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 39,235,293/39,245,797 (100.0%) +Types: int:39,235,293 +Numeric values: 39,235,293 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 39,235,293 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 39,235,293/39,245,797 (100.0%) +Types: NoneType:39,235,293 +Null/Empty: null:39,235,293 + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 39,235,293/39,245,797 (100.0%) +Types: NoneType:39,235,293 +Null/Empty: null:39,235,293 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 39,235,293/39,245,797 (100.0%) +Types: NoneType:39,235,293 +Null/Empty: null:39,235,293 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 39,235,293/39,245,797 (100.0%) +Types: NoneType:39,235,293 +Null/Empty: null:39,235,293 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 39,235,293/39,245,797 (100.0%) +Types: list:39,235,293 +Null/Empty: empty_arr:39,235,293 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 39,235,293/39,245,797 (100.0%) +Types: int:39,235,293 +Numeric values: 39,235,293 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 39,235,293 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 39,235,293/39,245,797 (100.0%) +Types: NoneType:39,226,103, str:9,190 +Null/Empty: null:39,226,103 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 9,190 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 39,235,293/39,245,797 (100.0%) +Types: list:39,235,293 +Null/Empty: empty_arr:39,235,293 + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 39,235,293/39,245,797 (100.0%) +Types: bool:39,235,293 +Booleans: true:0 (0.0%), false:39,235,293 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 39,235,293/39,245,797 (100.0%) +Types: list:39,235,293 +Null/Empty: empty_arr:39,235,293 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 39,235,293/39,245,797 (100.0%) +Types: bool:39,235,293 +Booleans: true:0 (0.0%), false:39,235,293 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 39,053,769/39,245,797 (99.5%) +Types: dict:39,053,769 + +──────────────────────────────────────────────────────────── +FIELD: updated_on Occurrence: 39,027,666/39,245,797 (99.4%) +Types: int:39,027,666 +Numeric values: 39,027,666 total +Numeric range: min:1,701,388,834, max:1,704,193,323, avg:1702737078.5 +Numeric std dev: 779507.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 38,880,100/39,245,797 (99.1%) +Types: str:38,880,100 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 37,485,641 (96.4%) + 'richtext': 1,394,459 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 38,880,100/39,245,797 (99.1%) +Types: str:38,880,100 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 53 (0.0%) + 't2_ox6r7kz9': 20 (0.0%) + 't2_4shpg9d5': 10 (0.0%) + 't2_vkpca6jg': 9 (0.0%) + 't2_3vtm419m': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 38,880,100/39,245,797 (99.1%) +Types: bool:38,880,100 +Booleans: true:0 (0.0%), false:38,880,100 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 38,880,100/39,245,797 (99.1%) +Types: bool:38,880,100 +Booleans: true:554,321 (1.4%), false:38,325,779 (98.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 38,392,936/39,245,797 (97.8%) +Types: list:38,392,936 +Null/Empty: empty_arr:36,959,168 + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 24,287,996/39,245,797 (61.9%) +Types: str:24,287,996 +Null/Empty: empty_str:272,295 +String length avg: 44.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.redgifs.com/i/canineprivatebats.jpg': 2 (0.0%) + 'https://www.redgifs.com/watch/indigodimpledhippopo...': 2 (0.0%) + 'https://centralelectoral.ine.mx/2023/11/30/ine-ord...': 2 (0.0%) + 'https://youtu.be/dew2LfHp2j4?si=Q8heCDxTs9uMkB7I': 2 (0.0%) + 'https://v3.redgifs.com/watch/politicaldullbelugawh...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 20,802,307/39,245,797 (53.0%) +Types: str:20,802,307 +String length avg: 5.8 +Unique strings tracked: 7 +String values distribution: + 'image': 13,672,671 (65.7%) + 'rich:video': 2,720,708 (13.1%) + 'link': 2,372,912 (11.4%) + 'self': 1,046,620 (5.0%) + 'hosted:video': 983,701 (4.7%) + 'gallery': 5,263 (0.0%) + 'video': 432 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 20,802,307/39,245,797 (53.0%) +Types: dict:20,802,307 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 14,032,465/39,245,797 (35.8%) +Types: str:14,032,465 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'b09f3c4c-4f29-11ee-8eb0-8e983a53e2d7': 16 (0.0%) + '71a39afe-3518-11ee-946a-0285d98940c8': 15 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 13 (0.0%) + '1facc164-eb65-11e8-a742-0e7a326ec9ac': 8 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 3,687,325/39,245,797 (9.4%) +Types: dict:3,179,540, NoneType:507,785 +Null/Empty: null:507,785, empty_obj:3 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 3,280,399/39,245,797 (8.4%) +Types: dict:2,835,593, NoneType:444,806 +Null/Empty: null:444,806 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 3,280,399/39,245,797 (8.4%) +Types: bool:3,280,399 +Booleans: true:3,280,399 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,306,057/39,245,797 (3.3%) +Types: str:1,306,057 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_187xvch': 26 (0.0%) + 't3_1872sqc': 23 (0.0%) + 't3_187cuhr': 18 (0.0%) + 't3_187xbpl': 9 (0.0%) + 't3_187xdgb': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,306,057/39,245,797 (3.3%) +Types: list:1,306,057 +Null/Empty: empty_arr:206 + +──────────────────────────────────────────────────────────── +FIELD: previous_selftext Occurrence: 1,279,145/39,245,797 (3.3%) +Types: str:1,279,145 +Null/Empty: empty_str:17,720 +String length avg: 609.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 649 (0.1%) + '[deleted]': 127 (0.0%) + 'Body will update in a moment': 5 (0.0%) + 'I posted about this a little while back but now mo...': 3 (0.0%) + 'Hey, hoping someone can help me out as I'm not ama...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 105,176/39,245,797 (0.3%) +Types: bool:105,176 +Booleans: true:105,176 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 101,764/39,245,797 (0.3%) +Types: dict:94,107, NoneType:7,657 +Null/Empty: null:7,657 + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 89,304/39,245,797 (0.2%) +Types: NoneType:89,304 +Null/Empty: null:89,304 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 89,304/39,245,797 (0.2%) +Types: NoneType:89,304 +Null/Empty: null:89,304 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 89,304/39,245,797 (0.2%) +Types: NoneType:80,864, str:8,440 +Null/Empty: null:80,864 +String length avg: 62.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'From the makers of No Man's Sky': 198 (2.3%) + 'Restrictions apply, see website for full details.': 152 (1.8%) + 'Embrace the world in a new light with Snapdragon.': 114 (1.4%) + 'Edge-of-your-seat mobile gaming with elevated grap...': 75 (0.9%) + 'Pilot your own Mech and fight online. Brace for br...': 64 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 89,304/39,245,797 (0.2%) +Types: NoneType:89,304 +Null/Empty: null:89,304 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 89,304/39,245,797 (0.2%) +Types: NoneType:89,304 +Null/Empty: null:89,304 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 89,304/39,245,797 (0.2%) +Types: NoneType:89,304 +Null/Empty: null:89,304 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 89,304/39,245,797 (0.2%) +Types: NoneType:89,304 +Null/Empty: null:89,304 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 89,304/39,245,797 (0.2%) +Types: str:89,303, NoneType:1 +Null/Empty: null:1 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_jyms1ejh': 1,059 (1.2%) + 't2_25usvnh7': 622 (0.7%) + 't2_jyoztx11': 533 (0.6%) + 't2_tnjwypik': 340 (0.4%) + 't2_tnk0sxl7': 340 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 89,304/39,245,797 (0.2%) +Types: NoneType:89,304 +Null/Empty: null:89,304 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 89,304/39,245,797 (0.2%) +Types: str:64,369, NoneType:24,935 +Null/Empty: null:24,935 +String length avg: 18.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'store.steampowered.com': 347 (0.5%) + 'reddit.com': 308 (0.5%) + 'iPhone 12 64GB - Black - Unlocked': 206 (0.3%) + 'apps.apple.com': 84 (0.1%) + 'retrodiffusion.ai': 75 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 89,304/39,245,797 (0.2%) +Types: NoneType:89,292, str:12 +Null/Empty: null:89,292 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'iframe': 10 (83.3%) + 'scrape': 2 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 89,304/39,245,797 (0.2%) +Types: NoneType:89,292, str:12 +Null/Empty: null:89,292 +String length avg: 18.8 +Unique strings tracked: 2 +String values distribution: + 'https://google.com': 10 (83.3%) + 'https://www.google.com/': 2 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 89,304/39,245,797 (0.2%) +Types: list:89,304 +Null/Empty: empty_arr:89,304 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 89,304/39,245,797 (0.2%) +Types: list:89,304 +Null/Empty: empty_arr:89,304 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 89,304/39,245,797 (0.2%) +Types: str:89,304 +String length avg: 97.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.reddit.com/': 77 (0.1%) + 'https://www.backmarket.com/en-us/p/iphone-12-64-gb...': 54 (0.1%) + 'https://www.romanticaudioclub.com/subscribe?utm_so...': 43 (0.0%) + 'https://store.steampowered.com/app/2492270?utm_sou...': 40 (0.0%) + 'http://www.fetch.com.au/?utm_source=reddit&utm_med...': 36 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 89,304/39,245,797 (0.2%) +Types: NoneType:89,304 +Null/Empty: null:89,304 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 89,304/39,245,797 (0.2%) +Types: NoneType:89,304 +Null/Empty: null:89,304 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 89,304/39,245,797 (0.2%) +Types: bool:89,304 +Booleans: true:0 (0.0%), false:89,304 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 89,304/39,245,797 (0.2%) +Types: bool:89,304 +Booleans: true:0 (0.0%), false:89,304 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 89,304/39,245,797 (0.2%) +Types: str:89,304 +Null/Empty: empty_str:40,441 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/c6GyLdgu1n0i...': 130 (0.3%) + 'https://reddit-image.s3.amazonaws.com/isw2CbWXsPbY...': 105 (0.2%) + 'https://reddit-image.s3.amazonaws.com/Xa2jy6kploHZ...': 74 (0.2%) + 'https://reddit-image.s3.amazonaws.com/9zZ2ZKB9J87F...': 66 (0.1%) + 'https://reddit-image.s3.amazonaws.com/lGPodvphXVy6...': 58 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 89,304/39,245,797 (0.2%) +Types: NoneType:89,304 +Null/Empty: null:89,304 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 89,304/39,245,797 (0.2%) +Types: dict:89,304 +Null/Empty: empty_obj:89,304 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 89,304/39,245,797 (0.2%) +Types: NoneType:89,304 +Null/Empty: null:89,304 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 89,304/39,245,797 (0.2%) +Types: list:89,304 +Null/Empty: empty_arr:89,304 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 89,304/39,245,797 (0.2%) +Types: NoneType:83,288, str:6,016 +Null/Empty: null:83,288 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'PRODUCT': 6,008 (99.9%) + 'SPOTLIGHT_VIDEO': 8 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 89,304/39,245,797 (0.2%) +Types: bool:89,304 +Booleans: true:0 (0.0%), false:89,304 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 89,304/39,245,797 (0.2%) +Types: NoneType:89,304 +Null/Empty: null:89,304 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 89,304/39,245,797 (0.2%) +Types: NoneType:89,304 +Null/Empty: null:89,304 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 89,304/39,245,797 (0.2%) +Types: NoneType:89,304 +Null/Empty: null:89,304 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 89,304/39,245,797 (0.2%) +Types: bool:89,304 +Booleans: true:89,304 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 89,304/39,245,797 (0.2%) +Types: NoneType:89,304 +Null/Empty: null:89,304 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 89,304/39,245,797 (0.2%) +Types: list:89,304 +Null/Empty: empty_arr:89,304 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 89,304/39,245,797 (0.2%) +Types: NoneType:89,304 +Null/Empty: null:89,304 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 89,304/39,245,797 (0.2%) +Types: NoneType:89,304 +Null/Empty: null:89,304 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 68,450/39,245,797 (0.2%) +Types: str:68,450 +Null/Empty: empty_str:2 +String length avg: 8.7 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 21,215 (31.0%) + 'Shop Now': 19,158 (28.0%) + 'Download': 5,696 (8.3%) + 'Sign Up': 5,593 (8.2%) + 'Install': 3,851 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 8,499/39,245,797 (0.0%) +Types: list:8,499 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 2,604/39,245,797 (0.0%) +Types: str:2,604 +String length avg: 6.3 +Unique strings tracked: 162 +Top 5 string values: + '$629.00': 418 (16.1%) + '$24.99': 338 (13.0%) + '$49.98': 131 (5.0%) + '$19.99': 103 (4.0%) + '$29.99': 95 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 47/39,245,797 (0.0%) +Types: float:47 +Numeric values: 47 total +Numeric range: min:1,701,475,200.0, max:1,704,074,400.0, avg:1702419472.3 +Numeric std dev: 606727.4 +Unique numbers tracked: 35 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 47/39,245,797 (0.0%) +Types: bool:47 +Booleans: true:0 (0.0%), false:47 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 47/39,245,797 (0.0%) +Types: float:47 +Numeric values: 47 total +Numeric range: min:1,701,460,800.0, max:1,704,060,000.0, avg:1702405072.3 +Numeric std dev: 606727.4 +Unique numbers tracked: 35 + +──────────────────────────────────────────────────────────── +FIELD: user_reports_dismissed Occurrence: 8/39,245,797 (0.0%) +Types: NoneType:8 +Null/Empty: null:8 + +──────────────────────────────────────────────────────────── +FIELD: unrepliable_reason Occurrence: 2/39,245,797 (0.0%) +Types: str:2 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'BLOCK': 2 (100.0%) + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2024.txt b/analysis/original_schema_analysis/submissions/analysis_report_2024.txt new file mode 100644 index 0000000000000000000000000000000000000000..410c11d268196452a69ddf6ca2aa2d8f3fde4110 --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2024.txt @@ -0,0 +1,14806 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2024 +Analysis Started: 2026-01-15 08:55:49 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2024-01.jsonl +Analysis Time: 2026-01-15 10:28:36 +================================================================================ +Processed lines: 41,263,034 +Total unique fields: 162 +Max unique values tracked per field: 1,000 +Sample size: 41,263,034 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 41,263,034/41,263,034 (100.0%) +Types: list:41,263,034 +Null/Empty: empty_arr:41,263,034 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 41,263,034/41,263,034 (100.0%) +Types: bool:41,263,034 +Booleans: true:14,322 (0.0%), false:41,248,712 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 41,263,034/41,263,034 (100.0%) +Types: bool:41,263,034 +Booleans: true:0 (0.0%), false:41,263,034 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 41,263,034/41,263,034 (100.0%) +Types: str:41,263,034 +String length avg: 13.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 62 (0.0%) + 'EchoJobs': 21 (0.0%) + 'PersonalizedGameRecs': 12 (0.0%) + 'babayaga042': 8 (0.0%) + '[deleted]': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 41,263,034/41,263,034 (100.0%) +Types: NoneType:37,614,704, str:3,648,330 +Null/Empty: null:37,614,704, empty_str:1,461,808 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 4,149 (0.2%) + '#dadada': 1,104 (0.1%) + '#ff66ac': 695 (0.0%) + '#373c3f': 682 (0.0%) + '#ea0027': 612 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 41,263,034/41,263,034 (100.0%) +Types: NoneType:40,017,153, str:1,245,881 +Null/Empty: null:40,017,153, empty_str:119,448 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 95 (0.0%) + 'green': 67 (0.0%) + 'team-harmony': 63 (0.0%) + 'verified': 62 (0.0%) + 'ver': 52 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 41,263,034/41,263,034 (100.0%) +Types: NoneType:38,682,153, str:2,580,881 +Null/Empty: null:38,682,153 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6dde4c66-7924-11ee-be2a-46124de7bb46': 35 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 19 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 16 (0.0%) + '9811a942-f7ec-11e8-ba86-0e2871aefb54': 11 (0.0%) + '38fb4ae2-4e59-11e1-912e-12313d18ad57': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 41,263,034/41,263,034 (100.0%) +Types: NoneType:38,178,402, str:3,084,632 +Null/Empty: null:38,178,402, empty_str:159,441 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '⁕': 27 (0.0%) + 'Verified': 23 (0.0%) + 'FC: Trainer name: ': 19 (0.0%) + 'Layperson/not verified as healthcare professional': 14 (0.0%) + 'Verified Seller': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 41,263,034/41,263,034 (100.0%) +Types: NoneType:31,694,093, str:9,568,941 +Null/Empty: null:31,694,093, empty_str:22,574 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 8,694,684 (91.1%) + 'light': 851,683 (8.9%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 41,263,034/41,263,034 (100.0%) +Types: list:41,263,034 +Null/Empty: empty_arr:41,263,034 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 41,263,034/41,263,034 (100.0%) +Types: bool:41,263,034 +Booleans: true:0 (0.0%), false:41,263,034 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 41,263,034/41,263,034 (100.0%) +Types: NoneType:41,261,928, str:1,106 +Null/Empty: null:41,261,928, empty_str:1 +String length avg: 13.9 +Unique strings tracked: 11 +Top 5 string values: + 'diy_and_crafts': 883 (79.9%) + 'drawing_and_painting': 97 (8.8%) + 'photography': 31 (2.8%) + 'gaming': 30 (2.7%) + 'entertainment': 27 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 41,263,034/41,263,034 (100.0%) +Types: NoneType:41,093,748, list:169,286 +Null/Empty: null:41,093,748 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 41,263,034/41,263,034 (100.0%) +Types: bool:41,263,034 +Booleans: true:23,113 (0.1%), false:41,239,921 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 41,263,034/41,263,034 (100.0%) +Types: float:39,834,035, int:1,428,999 +Numeric values: 41,263,034 total +Numeric range: min:1,704,067,200.0, max:1,706,745,599, avg:1705405083.7 +Numeric std dev: 772188.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 41,263,034/41,263,034 (100.0%) +Types: NoneType:41,263,034 +Null/Empty: null:41,263,034 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 41,263,034/41,263,034 (100.0%) +Types: NoneType:41,228,073, str:34,961 +Null/Empty: null:41,228,073 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 34,952 (100.0%) + 'admin': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 41,263,034/41,263,034 (100.0%) +Types: str:41,263,034 +Null/Empty: empty_str:431,794 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 818 (0.0%) + 'reddit.com': 219 (0.0%) + 'redgifs.com': 90 (0.0%) + 'v.redd.it': 47 (0.0%) + 'echojobs.io': 46 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 41,263,034/41,263,034 (100.0%) +Types: bool:41,218,197, float:44,213, int:624 +Booleans: true:0 (0.0%), false:41,218,197 (100.0%) +Numeric values: 44,837 total +Numeric range: min:1,704,067,984.0, max:1,707,484,012.0, avg:1705512343.9 +Numeric std dev: 774890.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 41,263,034/41,263,034 (100.0%) +Types: int:41,263,034 +Numeric values: 41,263,034 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 41,263,034 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 41,263,034/41,263,034 (100.0%) +Types: dict:41,263,034 +Null/Empty: empty_obj:41,263,034 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 41,263,034/41,263,034 (100.0%) +Types: bool:41,263,034 +Booleans: true:0 (0.0%), false:41,263,034 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 41,263,034/41,263,034 (100.0%) +Types: bool:41,263,034 +Booleans: true:8,687,853 (21.1%), false:32,575,181 (78.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 41,263,034/41,263,034 (100.0%) +Types: str:41,263,034 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '18vkgps': 1 (0.0%) + '18vkgpv': 1 (0.0%) + '18vkgpw': 1 (0.0%) + '18vkgpx': 1 (0.0%) + '18vkgpy': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 41,263,034/41,263,034 (100.0%) +Types: bool:41,263,034 +Booleans: true:100,596 (0.2%), false:41,162,438 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 41,263,034/41,263,034 (100.0%) +Types: bool:41,263,034 +Booleans: true:31,020,554 (75.2%), false:10,242,480 (24.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 41,263,034/41,263,034 (100.0%) +Types: bool:41,263,034 +Booleans: true:5 (0.0%), false:41,263,029 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 41,263,034/41,263,034 (100.0%) +Types: bool:41,263,034 +Booleans: true:497,558 (1.2%), false:40,765,476 (98.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 41,263,034/41,263,034 (100.0%) +Types: bool:41,263,034 +Booleans: true:14,800,509 (35.9%), false:26,462,525 (64.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 41,263,034/41,263,034 (100.0%) +Types: bool:41,263,034 +Booleans: true:33,019,210 (80.0%), false:8,243,824 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 41,263,034/41,263,034 (100.0%) +Types: bool:41,263,034 +Booleans: true:16,455,377 (39.9%), false:24,807,657 (60.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 41,263,034/41,263,034 (100.0%) +Types: bool:41,263,034 +Booleans: true:1,092,529 (2.6%), false:40,170,505 (97.4%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 41,263,034/41,263,034 (100.0%) +Types: str:41,119,882, NoneType:143,152 +Null/Empty: null:143,152, empty_str:27,437,459 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#0079d3': 546 (0.0%) + '#dadada': 529 (0.0%) + '#ea0027': 458 (0.0%) + '#ff66ac': 371 (0.0%) + '#7193ff': 359 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 41,263,034/41,263,034 (100.0%) +Types: NoneType:26,282,522, str:14,980,512 +Null/Empty: null:26,282,522, empty_str:10,971,231 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 225 (0.0%) + 'question': 147 (0.0%) + 'male': 67 (0.0%) + 'blue': 61 (0.0%) + 'one': 45 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 41,263,034/41,263,034 (100.0%) +Types: list:41,263,034 +Null/Empty: empty_arr:34,408,230 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 41,263,034/41,263,034 (100.0%) +Types: NoneType:25,314,041, str:15,948,993 +Null/Empty: null:25,314,041, empty_str:1,978 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 90 (0.0%) + 'Question': 52 (0.0%) + 'male': 17 (0.0%) + 'Other': 15 (0.0%) + 'M4F': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 41,263,034/41,263,034 (100.0%) +Types: str:41,263,005, NoneType:29 +Null/Empty: null:29 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 34,259,579 (83.0%) + 'light': 7,003,426 (17.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 41,263,034/41,263,034 (100.0%) +Types: str:41,263,034 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 34,521,067 (83.7%) + 'richtext': 6,741,967 (16.3%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 41,263,034/41,263,034 (100.0%) +Types: bool:41,263,034 +Booleans: true:2,139,199 (5.2%), false:39,123,835 (94.8%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 41,263,034/41,263,034 (100.0%) +Types: NoneType:37,463,845, dict:3,799,189 +Null/Empty: null:37,463,845 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 41,263,034/41,263,034 (100.0%) +Types: dict:41,263,034 +Null/Empty: empty_obj:38,552,722 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 41,263,034/41,263,034 (100.0%) +Types: bool:41,263,034 +Booleans: true:626 (0.0%), false:41,262,408 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 41,263,034/41,263,034 (100.0%) +Types: bool:41,263,034 +Booleans: true:32,609,041 (79.0%), false:8,653,993 (21.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 41,263,034/41,263,034 (100.0%) +Types: int:41,263,034 +Numeric values: 41,263,034 total +Numeric range: min:0, max:98,672, avg:5.8 +Numeric std dev: 67.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 41,263,034/41,263,034 (100.0%) +Types: int:41,263,034 +Numeric values: 41,263,034 total +Numeric range: min:0, max:325, avg:0.0 +Numeric std dev: 0.4 +Unique numbers tracked: 137 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 41,263,034/41,263,034 (100.0%) +Types: bool:41,263,034 +Booleans: true:19,646,666 (47.6%), false:21,616,368 (52.4%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 41,263,034/41,263,034 (100.0%) +Types: NoneType:26,429,635, str:14,833,399 +Null/Empty: null:26,429,635 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 13,135,940 (88.6%) + 'some_ads': 1,696,357 (11.4%) + 'house_only': 1,099 (0.0%) + 'promo_all': 2 (0.0%) + 'promo_adult_nsfw': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 41,263,034/41,263,034 (100.0%) +Types: str:41,263,034 +String length avg: 67.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/nba/comments/18vkgps/game_thread_sacramento_kin...': 1 (0.0%) + '/r/RateMyNudeBody/comments/18vkgpv/32f/': 1 (0.0%) + '/r/every15min/comments/18vkgpw/currently_its_decem...': 1 (0.0%) + '/r/trans/comments/18vkgpx/going_into_2024_alone_an...': 1 (0.0%) + '/r/ebonyhomemade/comments/18vkgpy/happy_new_year_e...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 41,263,034/41,263,034 (100.0%) +Types: bool:41,263,034 +Booleans: true:0 (0.0%), false:41,263,034 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 41,263,034/41,263,034 (100.0%) +Types: NoneType:26,429,635, int:14,833,399 +Null/Empty: null:26,429,635 +Numeric values: 14,833,399 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 13,135,940 (88.6%) + 7: 1,696,357 (11.4%) + 1: 1,099 (0.0%) + 5: 2 (0.0%) + 3: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 41,263,034/41,263,034 (100.0%) +Types: bool:41,263,034 +Booleans: true:1,530 (0.0%), false:41,261,504 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 41,263,034/41,263,034 (100.0%) +Types: NoneType:41,263,034 +Null/Empty: null:41,263,034 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 41,263,034/41,263,034 (100.0%) +Types: NoneType:33,025,211, str:8,237,823 +Null/Empty: null:33,025,211 +String length avg: 8.5 +Unique strings tracked: 9 +String values distribution: + 'moderator': 3,398,803 (41.3%) + 'reddit': 3,227,026 (39.2%) + 'automod_filtered': 946,231 (11.5%) + 'deleted': 656,809 (8.0%) + 'content_takedown': 5,554 (0.1%) + 'author': 3,285 (0.0%) + 'copyright_takedown': 111 (0.0%) + 'community_ops': 2 (0.0%) + 'anti_evil_ops': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 41,263,034/41,263,034 (100.0%) +Types: int:41,263,034 +Numeric values: 41,263,034 total +Numeric range: min:1,704,067,216, max:1,707,552,683, avg:1705405375.2 +Numeric std dev: 772389.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 41,263,034/41,263,034 (100.0%) +Types: int:41,263,034 +Numeric values: 41,263,034 total +Numeric range: min:0, max:91,594, avg:25.3 +Numeric std dev: 300.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 41,263,034/41,263,034 (100.0%) +Types: NoneType:37,463,845, dict:3,799,189 +Null/Empty: null:37,463,845 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 41,263,034/41,263,034 (100.0%) +Types: dict:41,263,034 +Null/Empty: empty_obj:38,552,722 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 41,263,034/41,263,034 (100.0%) +Types: str:41,263,034 +Null/Empty: empty_str:24,826,982 +String length avg: 489.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 179 (0.0%) + '[deleted]': 25 (0.0%) + 'If you’re new to the community, introduce yourself...': 7 (0.0%) + 'https://thefactbase.com/superman-works-for-the-dai...': 5 (0.0%) + '22[f4m]anyone down to fuck for any kind sex,bj,car...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 41,263,034/41,263,034 (100.0%) +Types: bool:41,263,034 +Booleans: true:38,770,062 (94.0%), false:2,492,972 (6.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 41,263,034/41,263,034 (100.0%) +Types: bool:41,263,034 +Booleans: true:409,463 (1.0%), false:40,853,571 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 41,263,034/41,263,034 (100.0%) +Types: bool:41,263,034 +Booleans: true:91,551 (0.2%), false:41,171,483 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 41,263,034/41,263,034 (100.0%) +Types: str:41,263,034 +String length avg: 12.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'jerkbudtrial': 20 (0.0%) + 'PersonalizedGameRecs': 13 (0.0%) + 'wichsbrosssser': 10 (0.0%) + 'AskReddit': 8 (0.0%) + 'GaySnapchatShare': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 41,263,034/41,263,034 (100.0%) +Types: str:41,263,034 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_ag65xv': 20 (0.0%) + 't5_3m9cd': 13 (0.0%) + 't5_ag9qpw': 10 (0.0%) + 't5_2qh1i': 8 (0.0%) + 't5_32ulkj': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 41,263,034/41,263,034 (100.0%) +Types: str:41,263,034 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/jerkbudtrial': 20 (0.0%) + 'r/PersonalizedGameRecs': 13 (0.0%) + 'r/wichsbrosssser': 10 (0.0%) + 'r/AskReddit': 8 (0.0%) + 'r/GaySnapchatShare': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 41,263,034/41,263,034 (100.0%) +Types: int:41,263,034 +Numeric values: 41,263,034 total +Numeric range: min:-1, max:56,381,105, avg:844590.4 +Numeric std dev: 4146610.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 41,263,034/41,263,034 (100.0%) +Types: str:41,263,034 +String length avg: 6.1 +Unique strings tracked: 4 +String values distribution: + 'public': 38,157,319 (92.5%) + 'user': 1,699,810 (4.1%) + 'restricted': 1,405,901 (3.4%) + 'private': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 41,263,034/41,263,034 (100.0%) +Types: NoneType:34,236,444, str:7,026,590 +Null/Empty: null:34,236,444 +String length avg: 4.7 +Unique strings tracked: 8 +String values distribution: + 'new': 1,946,597 (27.7%) + 'confidence': 1,900,799 (27.1%) + 'qa': 1,735,519 (24.7%) + 'top': 1,042,550 (14.8%) + 'old': 357,984 (5.1%) + 'live': 23,706 (0.3%) + 'controversial': 13,689 (0.2%) + 'random': 5,746 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 41,263,034/41,263,034 (100.0%) +Types: str:41,263,034 +Null/Empty: empty_str:1,254 +String length avg: 25.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 1,759 (0.0%) + 'self': 1,356 (0.0%) + 'default': 154 (0.0%) + 'spoiler': 18 (0.0%) + 'image': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 41,263,034/41,263,034 (100.0%) +Types: str:41,263,034 +String length avg: 50.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Superman works for the Daily Planet, but who works...': 6 (0.0%) + 'Happy new year': 4 (0.0%) + 'Join my Live Group "🦩The Flamingo Lounge🦩", ONLY v...': 4 (0.0%) + '[image processing failed]': 4 (0.0%) + 'Clearing the bills of first 6 people to hit me up ...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 41,263,034/41,263,034 (100.0%) +Types: NoneType:41,263,034 +Null/Empty: null:41,263,034 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 41,263,034/41,263,034 (100.0%) +Types: int:41,263,034 +Numeric values: 41,263,034 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 41,263,034 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 41,263,034/41,263,034 (100.0%) +Types: list:41,263,034 +Null/Empty: empty_arr:41,263,034 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 41,263,034/41,263,034 (100.0%) +Types: float:37,310,877, int:3,952,157 +Numeric values: 41,263,034 total +Numeric range: min:0.01, max:1, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 100 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 41,263,034/41,263,034 (100.0%) +Types: str:41,263,034 +Null/Empty: empty_str:431,733 +String length avg: 62.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://joinfambase.com/invite?c=KEoxX20G': 4 (0.0%) + 'https://www.redgifs.com/watch/determinedfloralwhit...': 3 (0.0%) + 'https://youtu.be/X2vkH2imS-s?si=QRTajqQb79SKNEN0': 2 (0.0%) + 'https://i.redd.it/78hph4opyp9c1.jpeg': 2 (0.0%) + 'https://www.redgifs.com/watch/glamorouskosherivory...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 41,263,034/41,263,034 (100.0%) +Types: NoneType:41,263,034 +Null/Empty: null:41,263,034 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 41,263,034/41,263,034 (100.0%) +Types: NoneType:26,429,635, str:14,833,399 +Null/Empty: null:26,429,635 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 13,135,940 (88.6%) + 'some_ads': 1,696,357 (11.4%) + 'house_only': 1,099 (0.0%) + 'promo_all': 2 (0.0%) + 'promo_adult_nsfw': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 41,263,034/41,263,034 (100.0%) +Types: NoneType:26,429,635, int:14,833,399 +Null/Empty: null:26,429,635 +Numeric values: 14,833,399 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 13,135,940 (88.6%) + 7: 1,696,357 (11.4%) + 1: 1,099 (0.0%) + 5: 2 (0.0%) + 3: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 41,261,780/41,263,034 (100.0%) +Types: int:24,314,271, NoneType:16,947,509 +Null/Empty: null:16,947,509 +Numeric values: 24,314,271 total +Numeric range: min:0, max:140, avg:125.2 +Numeric std dev: 24.9 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 41,261,780/41,263,034 (100.0%) +Types: int:24,314,271, NoneType:16,947,509 +Null/Empty: null:16,947,509 +Numeric values: 24,314,271 total +Numeric range: min:0, max:140, avg:139.9 +Numeric std dev: 2.0 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 41,249,183/41,263,034 (100.0%) +Types: float:39,834,060, int:1,415,123 +Numeric values: 41,249,183 total +Numeric range: min:1,704,067,200.0, max:1,706,745,599, avg:1705405066.7 +Numeric std dev: 772218.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 41,249,183/41,263,034 (100.0%) +Types: str:41,249,183 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_18vkgps': 1 (0.0%) + 't3_18vkgpv': 1 (0.0%) + 't3_18vkgpw': 1 (0.0%) + 't3_18vkgpx': 1 (0.0%) + 't3_18vkgpy': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 41,249,183/41,263,034 (100.0%) +Types: int:41,249,183 +Numeric values: 41,249,183 total +Numeric range: min:0, max:91,594, avg:25.3 +Numeric std dev: 300.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 41,249,158/41,263,034 (100.0%) +Types: NoneType:41,249,158 +Null/Empty: null:41,249,158 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 41,249,158/41,263,034 (100.0%) +Types: NoneType:41,249,158 +Null/Empty: null:41,249,158 + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 41,249,158/41,263,034 (100.0%) +Types: bool:41,249,158 +Booleans: true:0 (0.0%), false:41,249,158 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 41,249,158/41,263,034 (100.0%) +Types: NoneType:41,249,158 +Null/Empty: null:41,249,158 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 41,249,158/41,263,034 (100.0%) +Types: NoneType:41,249,158 +Null/Empty: null:41,249,158 + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 41,249,158/41,263,034 (100.0%) +Types: bool:41,249,158 +Booleans: true:0 (0.0%), false:41,249,158 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 41,249,158/41,263,034 (100.0%) +Types: bool:41,249,158 +Booleans: true:0 (0.0%), false:41,249,158 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 41,249,158/41,263,034 (100.0%) +Types: int:41,249,158 +Numeric values: 41,249,158 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 41,249,158 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 41,249,158/41,263,034 (100.0%) +Types: NoneType:41,249,158 +Null/Empty: null:41,249,158 + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 41,249,158/41,263,034 (100.0%) +Types: NoneType:41,249,158 +Null/Empty: null:41,249,158 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 41,249,158/41,263,034 (100.0%) +Types: NoneType:41,249,158 +Null/Empty: null:41,249,158 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 41,249,158/41,263,034 (100.0%) +Types: NoneType:41,249,158 +Null/Empty: null:41,249,158 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 41,249,158/41,263,034 (100.0%) +Types: list:41,249,158 +Null/Empty: empty_arr:41,249,158 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 41,249,158/41,263,034 (100.0%) +Types: int:41,249,158 +Numeric values: 41,249,158 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 41,249,158 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 41,249,158/41,263,034 (100.0%) +Types: NoneType:41,243,247, str:5,911 +Null/Empty: null:41,243,247 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 5,911 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 41,249,158/41,263,034 (100.0%) +Types: list:41,249,158 +Null/Empty: empty_arr:41,249,158 + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 41,249,158/41,263,034 (100.0%) +Types: bool:41,249,158 +Booleans: true:0 (0.0%), false:41,249,158 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 41,249,158/41,263,034 (100.0%) +Types: list:41,249,158 +Null/Empty: empty_arr:41,249,158 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 41,249,158/41,263,034 (100.0%) +Types: bool:41,249,158 +Booleans: true:0 (0.0%), false:41,249,158 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 41,235,982/41,263,034 (99.9%) +Types: dict:41,235,982 + +──────────────────────────────────────────────────────────── +FIELD: updated_on Occurrence: 41,201,145/41,263,034 (99.9%) +Types: int:41,201,145 +Numeric values: 41,201,145 total +Numeric range: min:1,704,067,231, max:1,706,872,766, avg:1705409553.2 +Numeric std dev: 772540.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 40,830,419/41,263,034 (99.0%) +Types: str:40,830,419 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 39,421,642 (96.5%) + 'richtext': 1,408,777 (3.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 40,830,419/41,263,034 (99.0%) +Types: str:40,830,419 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 62 (0.0%) + 't2_ox6r7kz9': 21 (0.0%) + 't2_58rqc9j': 12 (0.0%) + 't2_3vtm419m': 8 (0.0%) + 't2_pon138ad': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 40,830,419/41,263,034 (99.0%) +Types: bool:40,830,419 +Booleans: true:0 (0.0%), false:40,830,419 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 40,830,419/41,263,034 (99.0%) +Types: bool:40,830,419 +Booleans: true:474,878 (1.2%), false:40,355,541 (98.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 40,299,741/41,263,034 (97.7%) +Types: list:40,299,741 +Null/Empty: empty_arr:38,845,393 + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 24,808,838/41,263,034 (60.1%) +Types: str:24,808,838 +Null/Empty: empty_str:327,503 +String length avg: 44.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://joinfambase.com/invite?c=KEoxX20G': 9 (0.0%) + 'https://www.redgifs.com/watch/fractalboringumbrett...': 5 (0.0%) + 'https://www.redgifs.com/watch/nexttrustworthychrys...': 5 (0.0%) + 'https://www.redgifs.com/watch/glamorouskosherivory...': 4 (0.0%) + 'https://supresenciaestaaqui.blogspot.com/2023/12/h...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 21,145,394/41,263,034 (51.2%) +Types: str:21,145,394 +String length avg: 5.8 +Unique strings tracked: 7 +String values distribution: + 'image': 14,038,462 (66.4%) + 'rich:video': 2,519,490 (11.9%) + 'link': 2,323,401 (11.0%) + 'self': 1,172,608 (5.5%) + 'hosted:video': 1,088,296 (5.1%) + 'gallery': 2,900 (0.0%) + 'video': 237 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 21,145,394/41,263,034 (51.2%) +Types: dict:21,145,394 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 15,302,581/41,263,034 (37.1%) +Types: str:15,302,581 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 9 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 8 (0.0%) + 'c586b3f8-a829-11e8-a989-0e2de87d12c0': 5 (0.0%) + '08702a52-91bd-11ec-9117-766de63c4e76': 4 (0.0%) + '1fdeb92a-e91a-11eb-a8cf-0e61a0d42b85': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 4,067,083/41,263,034 (9.9%) +Types: dict:3,514,988, NoneType:552,095 +Null/Empty: null:552,095 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 3,611,700/41,263,034 (8.8%) +Types: dict:3,127,493, NoneType:484,207 +Null/Empty: null:484,207 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 3,611,700/41,263,034 (8.8%) +Types: bool:3,611,700 +Booleans: true:3,611,700 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: previous_selftext Occurrence: 1,401,229/41,263,034 (3.4%) +Types: str:1,401,229 +Null/Empty: empty_str:19,013 +String length avg: 608.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 548 (0.0%) + '[deleted]': 146 (0.0%) + '(Reposting lang po since I'm desperate may mga bab...': 3 (0.0%) + 'Body will update in a moment': 2 (0.0%) + 'Looking for someone to spend time with later after...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,397,155/41,263,034 (3.4%) +Types: str:1,397,155 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_18vktuq': 34 (0.0%) + 't3_18vkyl0': 8 (0.0%) + 't3_18vjbyy': 7 (0.0%) + 't3_18vj0qv': 5 (0.0%) + 't3_18vbcr6': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,397,155/41,263,034 (3.4%) +Types: list:1,397,155 +Null/Empty: empty_arr:197 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 121,110/41,263,034 (0.3%) +Types: bool:121,110 +Booleans: true:121,110 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 100,596/41,263,034 (0.2%) +Types: NoneType:100,596 +Null/Empty: null:100,596 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 100,596/41,263,034 (0.2%) +Types: NoneType:100,596 +Null/Empty: null:100,596 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 100,596/41,263,034 (0.2%) +Types: NoneType:91,575, str:9,021 +Null/Empty: null:91,575 +String length avg: 57.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Fidium Fiber Internet is Here': 91 (1.0%) + 'TIAA x Wyclef Jean': 72 (0.8%) + 'Embrace the world in a new light with Snapdragon.': 65 (0.7%) + 'Test Drive the 100% electric Polestar 2': 65 (0.7%) + 'italki is the top-rated 1-on-1 language learning p...': 64 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 100,596/41,263,034 (0.2%) +Types: NoneType:100,596 +Null/Empty: null:100,596 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 100,596/41,263,034 (0.2%) +Types: NoneType:100,596 +Null/Empty: null:100,596 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 100,596/41,263,034 (0.2%) +Types: NoneType:100,596 +Null/Empty: null:100,596 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 100,596/41,263,034 (0.2%) +Types: NoneType:100,596 +Null/Empty: null:100,596 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 100,596/41,263,034 (0.2%) +Types: str:100,596 +String length avg: 11.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_jyms1ejh': 827 (0.8%) + 't2_jyoztx11': 543 (0.5%) + 't2_tnjwypik': 446 (0.4%) + 't2_tnk0sxl7': 445 (0.4%) + 't2_dzpdmvdr': 151 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 100,596/41,263,034 (0.2%) +Types: NoneType:100,596 +Null/Empty: null:100,596 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 100,596/41,263,034 (0.2%) +Types: str:77,291, NoneType:23,305 +Null/Empty: null:23,305, empty_str:1 +String length avg: 17.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://dummyimage.com/361x57': 510 (0.7%) + 'reddit.com': 394 (0.5%) + '100socialmediatools.com': 125 (0.2%) + 'store.steampowered.com': 108 (0.1%) + 'apps.apple.com': 103 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 100,596/41,263,034 (0.2%) +Types: NoneType:100,588, str:8 +Null/Empty: null:100,588 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 7 (87.5%) + 'iframe': 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 100,596/41,263,034 (0.2%) +Types: NoneType:100,588, str:8 +Null/Empty: null:100,588 +String length avg: 42.8 +Unique strings tracked: 7 +String values distribution: + 'https://reddit.com': 2 (25.0%) + 'https://notsofamousauthor.com/': 1 (12.5%) + 'https://youtube.com/live/J7x0E0hLaJ8': 1 (12.5%) + 'https://www.youtube.com/watch?v=J7x0E0hLaJ8': 1 (12.5%) + 'https://www.keepersecurity.com/vs/bitwarden.html?u...': 1 (12.5%) + 'https://www.keepersecurity.com/': 1 (12.5%) + 'https://embed.reddit.com': 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 100,596/41,263,034 (0.2%) +Types: list:100,596 +Null/Empty: empty_arr:100,596 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 100,596/41,263,034 (0.2%) +Types: list:100,596 +Null/Empty: empty_arr:100,596 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 100,596/41,263,034 (0.2%) +Types: str:100,596 +String length avg: 92.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.sanchez-byrd.com/': 264 (0.3%) + 'https://www.reddit.com/': 55 (0.1%) + 'https://store.steampowered.com/app/2736360/TerraKi...': 50 (0.0%) + 'https://play.google.com/store/apps/details?id=com....': 42 (0.0%) + 'https://www.groundcover.com/?utm_source=reddit&utm...': 40 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 100,596/41,263,034 (0.2%) +Types: NoneType:100,596 +Null/Empty: null:100,596 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 100,596/41,263,034 (0.2%) +Types: NoneType:100,596 +Null/Empty: null:100,596 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 100,596/41,263,034 (0.2%) +Types: bool:100,596 +Booleans: true:0 (0.0%), false:100,596 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 100,596/41,263,034 (0.2%) +Types: bool:100,596 +Booleans: true:0 (0.0%), false:100,596 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 100,596/41,263,034 (0.2%) +Types: str:100,596 +Null/Empty: empty_str:47,423 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/lGPodvphXVy6...': 118 (0.2%) + 'https://reddit-image.s3.amazonaws.com/Yj8PoRo0HUg5...': 59 (0.1%) + 'https://reddit-image.s3.amazonaws.com/7oopxxxlWOm7...': 42 (0.1%) + 'https://reddit-image.s3.amazonaws.com/isw2CbWXsPbY...': 35 (0.1%) + 'https://reddit-image.s3.amazonaws.com/LY0kLwbjsOT2...': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 100,596/41,263,034 (0.2%) +Types: NoneType:100,596 +Null/Empty: null:100,596 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 100,596/41,263,034 (0.2%) +Types: dict:100,596 +Null/Empty: empty_obj:100,596 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 100,596/41,263,034 (0.2%) +Types: NoneType:100,596 +Null/Empty: null:100,596 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 100,596/41,263,034 (0.2%) +Types: list:100,596 +Null/Empty: empty_arr:100,596 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 100,596/41,263,034 (0.2%) +Types: NoneType:97,616, str:2,980 +Null/Empty: null:97,616 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'PRODUCT': 2,969 (99.6%) + 'SPOTLIGHT_VIDEO': 11 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 100,596/41,263,034 (0.2%) +Types: bool:100,596 +Booleans: true:0 (0.0%), false:100,596 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 100,596/41,263,034 (0.2%) +Types: NoneType:100,596 +Null/Empty: null:100,596 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 100,596/41,263,034 (0.2%) +Types: NoneType:100,596 +Null/Empty: null:100,596 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 100,596/41,263,034 (0.2%) +Types: NoneType:100,596 +Null/Empty: null:100,596 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 100,596/41,263,034 (0.2%) +Types: bool:100,596 +Booleans: true:100,596 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 100,596/41,263,034 (0.2%) +Types: NoneType:100,596 +Null/Empty: null:100,596 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 100,596/41,263,034 (0.2%) +Types: list:100,596 +Null/Empty: empty_arr:100,596 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 100,596/41,263,034 (0.2%) +Types: NoneType:100,596 +Null/Empty: null:100,596 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 100,596/41,263,034 (0.2%) +Types: NoneType:100,596 +Null/Empty: null:100,596 + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 98,648/41,263,034 (0.2%) +Types: dict:90,737, NoneType:7,911 +Null/Empty: null:7,911 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 76,440/41,263,034 (0.2%) +Types: str:76,440 +Null/Empty: empty_str:2 +String length avg: 8.8 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 26,136 (34.2%) + 'Shop Now': 15,522 (20.3%) + 'Sign Up': 7,793 (10.2%) + 'Download': 6,932 (9.1%) + 'Install': 5,618 (7.3%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 8,849/41,263,034 (0.0%) +Types: list:8,849 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 1,063/41,263,034 (0.0%) +Types: str:1,063 +String length avg: 6.2 +Unique strings tracked: 116 +Top 5 string values: + '$24.99': 203 (19.1%) + '$49.98': 71 (6.7%) + '$29.99': 54 (5.1%) + '$99.96': 47 (4.4%) + '$49.99': 41 (3.9%) + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 7/41,263,034 (0.0%) +Types: float:7 +Numeric values: 7 total +Numeric range: min:1,704,319,200.0, max:1,705,978,800.0, avg:1705187571.4 +Numeric std dev: 661503.5 +Unique numbers tracked: 7 +Numeric values distribution: + 1,704,319,200.0: 1 (14.3%) + 1,704,661,200.0: 1 (14.3%) + 1,704,405,600.0: 1 (14.3%) + 1,705,446,000.0: 1 (14.3%) + 1,705,536,000.0: 1 (14.3%) + 1,705,966,200.0: 1 (14.3%) + 1,705,978,800.0: 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 7/41,263,034 (0.0%) +Types: bool:7 +Booleans: true:0 (0.0%), false:7 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 7/41,263,034 (0.0%) +Types: float:7 +Numeric values: 7 total +Numeric range: min:1,704,304,800.0, max:1,705,964,400.0, avg:1705173171.4 +Numeric std dev: 661503.5 +Unique numbers tracked: 7 +Numeric values distribution: + 1,704,304,800.0: 1 (14.3%) + 1,704,646,800.0: 1 (14.3%) + 1,704,391,200.0: 1 (14.3%) + 1,705,431,600.0: 1 (14.3%) + 1,705,521,600.0: 1 (14.3%) + 1,705,951,800.0: 1 (14.3%) + 1,705,964,400.0: 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: unrepliable_reason Occurrence: 4/41,263,034 (0.0%) +Types: str:4 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'BLOCK': 4 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports_dismissed Occurrence: 2/41,263,034 (0.0%) +Types: NoneType:2 +Null/Empty: null:2 + +================================================================================ + +================================================================================ +FILE: RS_2024-02.jsonl +Analysis Time: 2026-01-15 11:56:09 +================================================================================ +Processed lines: 39,030,731 +Total unique fields: 160 +Max unique values tracked per field: 1,000 +Sample size: 39,030,731 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 39,030,731/39,030,731 (100.0%) +Types: list:39,030,731 +Null/Empty: empty_arr:39,030,731 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 39,030,731/39,030,731 (100.0%) +Types: bool:39,030,731 +Booleans: true:10,907 (0.0%), false:39,019,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 39,030,731/39,030,731 (100.0%) +Types: bool:39,030,731 +Booleans: true:0 (0.0%), false:39,030,731 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 39,030,731/39,030,731 (100.0%) +Types: str:39,030,731 +String length avg: 13.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 45 (0.0%) + 'EchoJobs': 19 (0.0%) + 'stairwaytosky': 8 (0.0%) + 'babayaga042': 8 (0.0%) + 'MidnightTheSpartan': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 39,030,731/39,030,731 (100.0%) +Types: NoneType:35,587,633, str:3,443,098 +Null/Empty: null:35,587,633, empty_str:1,319,264 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 4,461 (0.2%) + '#dadada': 1,126 (0.1%) + '#ea0027': 834 (0.0%) + '#ff66ac': 824 (0.0%) + '#373c3f': 518 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 39,030,731/39,030,731 (100.0%) +Types: NoneType:37,804,976, str:1,225,755 +Null/Empty: null:37,804,976, empty_str:116,169 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'team-harmony': 248 (0.0%) + 'default': 90 (0.0%) + 'verified': 80 (0.0%) + 'green': 76 (0.0%) + 'v18': 45 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 39,030,731/39,030,731 (100.0%) +Types: NoneType:36,544,606, str:2,486,125 +Null/Empty: null:36,544,606 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 69 (0.0%) + '6dde4c66-7924-11ee-be2a-46124de7bb46': 64 (0.0%) + '545f025a-abff-11ed-9ccd-b2a9386a289e': 19 (0.0%) + '1a0ffc16-9c7d-11ee-8071-9e207e2c8f8f': 16 (0.0%) + '1abae46a-af86-11ea-9739-0e2287a3da03': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 39,030,731/39,030,731 (100.0%) +Types: NoneType:36,069,564, str:2,961,167 +Null/Empty: null:36,069,564, empty_str:150,791 +String length avg: 16.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'FC: Trainer name: ': 62 (0.0%) + 'Verified': 37 (0.0%) + '∘': 30 (0.0%) + '⁕': 22 (0.0%) + 'Verified Seller': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 39,030,731/39,030,731 (100.0%) +Types: NoneType:29,813,818, str:9,216,913 +Null/Empty: null:29,813,818, empty_str:21,969 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 8,375,932 (91.1%) + 'light': 819,012 (8.9%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 39,030,731/39,030,731 (100.0%) +Types: list:39,030,731 +Null/Empty: empty_arr:39,030,731 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 39,030,731/39,030,731 (100.0%) +Types: bool:39,030,731 +Booleans: true:0 (0.0%), false:39,030,731 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 39,030,731/39,030,731 (100.0%) +Types: NoneType:39,029,765, str:966 +Null/Empty: null:39,029,765, empty_str:4 +String length avg: 13.9 +Unique strings tracked: 11 +Top 5 string values: + 'diy_and_crafts': 836 (86.9%) + 'drawing_and_painting': 52 (5.4%) + 'photography': 19 (2.0%) + 'animals': 17 (1.8%) + 'gaming': 15 (1.6%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 39,030,731/39,030,731 (100.0%) +Types: NoneType:38,866,086, list:164,645 +Null/Empty: null:38,866,086 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 39,030,731/39,030,731 (100.0%) +Types: bool:39,030,731 +Booleans: true:15,668 (0.0%), false:39,015,063 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 39,030,731/39,030,731 (100.0%) +Types: float:36,915,869, int:2,114,862 +Numeric values: 39,030,731 total +Numeric range: min:1,706,745,600.0, max:1,709,251,199, avg:1708015860.3 +Numeric std dev: 724567.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 39,030,731/39,030,731 (100.0%) +Types: NoneType:39,030,731 +Null/Empty: null:39,030,731 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 39,030,731/39,030,731 (100.0%) +Types: NoneType:38,973,073, str:57,658 +Null/Empty: null:38,973,073 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 57,616 (99.9%) + 'admin': 42 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 39,030,731/39,030,731 (100.0%) +Types: str:39,030,731 +Null/Empty: empty_str:376,783 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 792 (0.0%) + 'reddit.com': 239 (0.0%) + 'redgifs.com': 93 (0.0%) + 'self.jerkbuds012924': 53 (0.0%) + 'v.redd.it': 40 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 39,030,731/39,030,731 (100.0%) +Types: bool:38,994,669, float:35,993, int:69 +Booleans: true:0 (0.0%), false:38,994,669 (100.0%) +Numeric values: 36,062 total +Numeric range: min:1,706,746,083.0, max:1,709,852,448.0, avg:1708000708.6 +Numeric std dev: 723291.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 39,030,731/39,030,731 (100.0%) +Types: int:39,030,731 +Numeric values: 39,030,731 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 39,030,731 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 39,030,731/39,030,731 (100.0%) +Types: dict:39,030,731 +Null/Empty: empty_obj:39,030,731 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 39,030,731/39,030,731 (100.0%) +Types: bool:39,030,731 +Booleans: true:0 (0.0%), false:39,030,731 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 39,030,731/39,030,731 (100.0%) +Types: bool:39,030,731 +Booleans: true:1,731,193 (4.4%), false:37,299,538 (95.6%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 39,030,731/39,030,731 (100.0%) +Types: str:39,030,731 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1afwvv8': 1 (0.0%) + '1afwvv9': 1 (0.0%) + '1afwvva': 1 (0.0%) + '1afwvvb': 1 (0.0%) + '1afwvve': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 39,030,731/39,030,731 (100.0%) +Types: bool:39,030,731 +Booleans: true:103,658 (0.3%), false:38,927,073 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 39,030,731/39,030,731 (100.0%) +Types: bool:39,030,731 +Booleans: true:29,118,726 (74.6%), false:9,912,005 (25.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 39,030,731/39,030,731 (100.0%) +Types: bool:39,030,731 +Booleans: true:0 (0.0%), false:39,030,731 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 39,030,731/39,030,731 (100.0%) +Types: bool:39,030,731 +Booleans: true:476,171 (1.2%), false:38,554,560 (98.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 39,030,731/39,030,731 (100.0%) +Types: bool:39,030,731 +Booleans: true:14,170,562 (36.3%), false:24,860,169 (63.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 39,030,731/39,030,731 (100.0%) +Types: bool:39,030,731 +Booleans: true:31,420,184 (80.5%), false:7,610,547 (19.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 39,030,731/39,030,731 (100.0%) +Types: bool:39,030,731 +Booleans: true:15,670,701 (40.1%), false:23,360,030 (59.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 39,030,731/39,030,731 (100.0%) +Types: bool:39,030,731 +Booleans: true:1,024,598 (2.6%), false:38,006,133 (97.4%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 39,030,731/39,030,731 (100.0%) +Types: str:38,888,384, NoneType:142,347 +Null/Empty: null:142,347, empty_str:25,577,911 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#0079d3': 624 (0.0%) + '#dadada': 517 (0.0%) + '#ff66ac': 381 (0.0%) + '#ea0027': 365 (0.0%) + '#ffd635': 348 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 39,030,731/39,030,731 (100.0%) +Types: NoneType:24,498,903, str:14,531,828 +Null/Empty: null:24,498,903, empty_str:10,710,489 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 197 (0.0%) + 'question': 139 (0.0%) + 'male': 83 (0.0%) + 'MegaRaid': 56 (0.0%) + 'help': 46 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 39,030,731/39,030,731 (100.0%) +Types: list:39,030,731 +Null/Empty: empty_arr:32,220,079 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 39,030,731/39,030,731 (100.0%) +Types: NoneType:23,562,564, str:15,468,167 +Null/Empty: null:23,562,564, empty_str:1,618 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 71 (0.0%) + 'Question': 49 (0.0%) + 'Mega Raid': 25 (0.0%) + 'male': 19 (0.0%) + 'Game Thread': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 39,030,731/39,030,731 (100.0%) +Types: str:39,030,586, NoneType:145 +Null/Empty: null:145 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 32,242,145 (82.6%) + 'light': 6,788,441 (17.4%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 39,030,731/39,030,731 (100.0%) +Types: str:39,030,731 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 32,330,071 (82.8%) + 'richtext': 6,700,660 (17.2%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 39,030,731/39,030,731 (100.0%) +Types: bool:39,030,731 +Booleans: true:2,077,050 (5.3%), false:36,953,681 (94.7%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 39,030,731/39,030,731 (100.0%) +Types: NoneType:35,608,910, dict:3,421,821 +Null/Empty: null:35,608,910 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 39,030,731/39,030,731 (100.0%) +Types: dict:39,030,731 +Null/Empty: empty_obj:36,629,778 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 39,030,731/39,030,731 (100.0%) +Types: bool:39,030,731 +Booleans: true:613 (0.0%), false:39,030,118 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 39,030,731/39,030,731 (100.0%) +Types: bool:39,030,731 +Booleans: true:30,514,384 (78.2%), false:8,516,347 (21.8%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 39,030,731/39,030,731 (100.0%) +Types: int:39,030,731 +Numeric values: 39,030,731 total +Numeric range: min:0, max:75,392, avg:6.0 +Numeric std dev: 57.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 39,030,731/39,030,731 (100.0%) +Types: int:39,030,731 +Numeric values: 39,030,731 total +Numeric range: min:0, max:282, avg:0.0 +Numeric std dev: 0.4 +Unique numbers tracked: 136 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 39,030,731/39,030,731 (100.0%) +Types: bool:39,030,731 +Booleans: true:18,851,879 (48.3%), false:20,178,852 (51.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 39,030,731/39,030,731 (100.0%) +Types: NoneType:24,577,742, str:14,452,989 +Null/Empty: null:24,577,742 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 12,791,278 (88.5%) + 'some_ads': 1,660,764 (11.5%) + 'house_only': 933 (0.0%) + 'promo_all': 10 (0.0%) + 'promo_adult_nsfw': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 39,030,731/39,030,731 (100.0%) +Types: str:39,030,731 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/kickbasemanager/comments/1afwvv8/spielt_guerrei...': 1 (0.0%) + '/r/u_Beastking_17/comments/1afwvv9/married_mississ...': 1 (0.0%) + '/r/jerkbuds012924/comments/1afwvva/dm_me_for_more/': 1 (0.0%) + '/r/Memphissippi/comments/1afwvvb/organizing_an_exc...': 1 (0.0%) + '/r/69Adulthub/comments/1afwvve/its_hump_day_who_wa...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 39,030,731/39,030,731 (100.0%) +Types: bool:39,030,731 +Booleans: true:0 (0.0%), false:39,030,731 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 39,030,731/39,030,731 (100.0%) +Types: NoneType:24,577,742, int:14,452,989 +Null/Empty: null:24,577,742 +Numeric values: 14,452,989 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 12,791,278 (88.5%) + 7: 1,660,764 (11.5%) + 1: 933 (0.0%) + 5: 10 (0.0%) + 3: 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 39,030,731/39,030,731 (100.0%) +Types: bool:39,030,731 +Booleans: true:1,301 (0.0%), false:39,029,430 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 39,030,731/39,030,731 (100.0%) +Types: NoneType:39,030,731 +Null/Empty: null:39,030,731 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 39,030,731/39,030,731 (100.0%) +Types: NoneType:31,424,647, str:7,606,084 +Null/Empty: null:31,424,647 +String length avg: 8.5 +Unique strings tracked: 8 +String values distribution: + 'moderator': 3,183,663 (41.9%) + 'reddit': 2,949,281 (38.8%) + 'automod_filtered': 901,043 (11.8%) + 'deleted': 564,922 (7.4%) + 'content_takedown': 4,708 (0.1%) + 'author': 2,311 (0.0%) + 'copyright_takedown': 155 (0.0%) + 'community_ops': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 39,030,731/39,030,731 (100.0%) +Types: int:39,030,731 +Numeric values: 39,030,731 total +Numeric range: min:1,706,745,615, max:1,710,161,536, avg:1708016084.8 +Numeric std dev: 724747.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 39,030,731/39,030,731 (100.0%) +Types: int:39,030,731 +Numeric values: 39,030,731 total +Numeric range: min:0, max:152,541, avg:30.1 +Numeric std dev: 332.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 39,030,731/39,030,731 (100.0%) +Types: NoneType:35,608,910, dict:3,421,821 +Null/Empty: null:35,608,910 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 39,030,731/39,030,731 (100.0%) +Types: dict:39,030,731 +Null/Empty: empty_obj:36,629,778 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 39,030,731/39,030,731 (100.0%) +Types: str:39,030,731 +Null/Empty: empty_str:23,773,343 +String length avg: 444.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 211 (0.0%) + '[deleted]': 17 (0.0%) + 'If you’re new to the community, introduce yourself...': 9 (0.0%) + 'Use this thread to ask anything at all!': 6 (0.0%) + 'Body will update in a moment': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 39,030,731/39,030,731 (100.0%) +Types: bool:39,030,731 +Booleans: true:37,011,413 (94.8%), false:2,019,318 (5.2%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 39,030,731/39,030,731 (100.0%) +Types: bool:39,030,731 +Booleans: true:395,439 (1.0%), false:38,635,292 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 39,030,731/39,030,731 (100.0%) +Types: bool:39,030,731 +Booleans: true:87,833 (0.2%), false:38,942,898 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 39,030,731/39,030,731 (100.0%) +Types: str:39,030,731 +String length avg: 12.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'jerkbuds012924': 41 (0.0%) + 'dirtyr4r': 11 (0.0%) + 'GaySnapchatShare': 9 (0.0%) + 'PokemonGoFriends': 9 (0.0%) + 'PersonalizedGameRecs': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 39,030,731/39,030,731 (100.0%) +Types: str:39,030,731 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_aovl2i': 41 (0.0%) + 't5_2vqun': 11 (0.0%) + 't5_32ulkj': 9 (0.0%) + 't5_kltit': 9 (0.0%) + 't5_3m9cd': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 39,030,731/39,030,731 (100.0%) +Types: str:39,030,731 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/jerkbuds012924': 41 (0.0%) + 'r/dirtyr4r': 11 (0.0%) + 'r/GaySnapchatShare': 9 (0.0%) + 'r/PokemonGoFriends': 9 (0.0%) + 'r/PersonalizedGameRecs': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 39,030,731/39,030,731 (100.0%) +Types: int:39,030,731 +Numeric values: 39,030,731 total +Numeric range: min:-664, max:57,189,902, avg:834702.1 +Numeric std dev: 4138692.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 39,030,731/39,030,731 (100.0%) +Types: str:39,030,731 +String length avg: 6.0 +Unique strings tracked: 4 +String values distribution: + 'public': 36,394,756 (93.2%) + 'user': 1,517,170 (3.9%) + 'restricted': 1,118,800 (2.9%) + 'private': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 39,030,731/39,030,731 (100.0%) +Types: NoneType:32,274,500, str:6,756,231 +Null/Empty: null:32,274,500 +String length avg: 4.7 +Unique strings tracked: 8 +String values distribution: + 'new': 1,899,401 (28.1%) + 'confidence': 1,824,589 (27.0%) + 'qa': 1,551,389 (23.0%) + 'top': 1,007,371 (14.9%) + 'old': 434,221 (6.4%) + 'live': 21,931 (0.3%) + 'controversial': 11,756 (0.2%) + 'random': 5,573 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 39,030,731/39,030,731 (100.0%) +Types: str:39,030,731 +Null/Empty: empty_str:1,106 +String length avg: 25.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 2,275 (0.0%) + 'self': 1,270 (0.0%) + 'default': 195 (0.0%) + 'spoiler': 20 (0.0%) + 'image': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 39,030,731/39,030,731 (100.0%) +Types: str:39,030,731 +String length avg: 50.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The name Jessica was created by Shakespeare in the...': 6 (0.0%) + 'Can i send you horny bussy pics?': 4 (0.0%) + '[image processing failed]': 4 (0.0%) + '20 F trying to support myself. Just need $35 and I...': 4 (0.0%) + 'Water Cooling a Laptop is... Easy?': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 39,030,731/39,030,731 (100.0%) +Types: NoneType:39,030,731 +Null/Empty: null:39,030,731 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 39,030,731/39,030,731 (100.0%) +Types: int:39,030,731 +Numeric values: 39,030,731 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 39,030,731 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 39,030,731/39,030,731 (100.0%) +Types: list:39,030,731 +Null/Empty: empty_arr:39,030,731 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 39,030,731/39,030,731 (100.0%) +Types: float:36,674,263, int:2,356,468 +Numeric values: 39,030,731 total +Numeric range: min:0, max:1.0, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 39,030,731/39,030,731 (100.0%) +Types: str:39,030,731 +Null/Empty: empty_str:376,698 +String length avg: 62.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/glitteringirresponsi...': 6 (0.0%) + 'https://www.youtube.com/watch?v=7rS71hm3_f4': 4 (0.0%) + 'https://youtu.be/xwP1K-blgWk?si=gWo-veiTNjPYgSOv': 3 (0.0%) + 'https://youtu.be/7CCSsJIwGmA': 3 (0.0%) + 'https://www.curatedla.xyz/p/la-events-wednesday-ja...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 39,030,731/39,030,731 (100.0%) +Types: NoneType:39,030,731 +Null/Empty: null:39,030,731 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 39,030,731/39,030,731 (100.0%) +Types: NoneType:24,577,742, str:14,452,989 +Null/Empty: null:24,577,742 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 12,791,278 (88.5%) + 'some_ads': 1,660,764 (11.5%) + 'house_only': 933 (0.0%) + 'promo_all': 10 (0.0%) + 'promo_adult_nsfw': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 39,030,731/39,030,731 (100.0%) +Types: NoneType:24,577,742, int:14,452,989 +Null/Empty: null:24,577,742 +Numeric values: 14,452,989 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 12,791,278 (88.5%) + 7: 1,660,764 (11.5%) + 1: 933 (0.0%) + 5: 10 (0.0%) + 3: 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 39,030,671/39,030,731 (100.0%) +Types: float:36,947,857, int:2,082,814 +Numeric values: 39,030,671 total +Numeric range: min:1,706,745,600.0, max:1,709,251,199, avg:1708015860.8 +Numeric std dev: 724567.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 39,030,671/39,030,731 (100.0%) +Types: str:39,030,671 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1afwvv8': 1 (0.0%) + 't3_1afwvv9': 1 (0.0%) + 't3_1afwvva': 1 (0.0%) + 't3_1afwvvb': 1 (0.0%) + 't3_1afwvve': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 39,030,660/39,030,731 (100.0%) +Types: int:39,030,660 +Numeric values: 39,030,660 total +Numeric range: min:0, max:152,541, avg:29.9 +Numeric std dev: 332.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 39,029,625/39,030,731 (100.0%) +Types: int:22,953,778, NoneType:16,075,847 +Null/Empty: null:16,075,847 +Numeric values: 22,953,778 total +Numeric range: min:0, max:140, avg:125.2 +Numeric std dev: 24.9 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 39,029,625/39,030,731 (100.0%) +Types: int:22,953,778, NoneType:16,075,847 +Null/Empty: null:16,075,847 +Numeric values: 22,953,778 total +Numeric range: min:0, max:140, avg:139.9 +Numeric std dev: 2.0 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 39,026,336/39,030,731 (100.0%) +Types: dict:39,026,336 + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 38,998,466/39,030,731 (99.9%) +Types: NoneType:38,993,411, str:5,055 +Null/Empty: null:38,993,411 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 5,055 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 38,998,387/39,030,731 (99.9%) +Types: NoneType:38,998,387 +Null/Empty: null:38,998,387 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 38,998,387/39,030,731 (99.9%) +Types: NoneType:38,998,387 +Null/Empty: null:38,998,387 + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 38,998,387/39,030,731 (99.9%) +Types: bool:38,998,387 +Booleans: true:0 (0.0%), false:38,998,387 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 38,998,387/39,030,731 (99.9%) +Types: NoneType:38,998,387 +Null/Empty: null:38,998,387 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 38,998,387/39,030,731 (99.9%) +Types: NoneType:38,998,387 +Null/Empty: null:38,998,387 + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 38,998,387/39,030,731 (99.9%) +Types: bool:38,998,387 +Booleans: true:0 (0.0%), false:38,998,387 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 38,998,387/39,030,731 (99.9%) +Types: bool:38,998,387 +Booleans: true:0 (0.0%), false:38,998,387 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 38,998,387/39,030,731 (99.9%) +Types: int:38,998,387 +Numeric values: 38,998,387 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 38,998,387 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 38,998,387/39,030,731 (99.9%) +Types: NoneType:38,998,387 +Null/Empty: null:38,998,387 + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 38,998,387/39,030,731 (99.9%) +Types: NoneType:38,998,387 +Null/Empty: null:38,998,387 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 38,998,387/39,030,731 (99.9%) +Types: NoneType:38,998,387 +Null/Empty: null:38,998,387 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 38,998,387/39,030,731 (99.9%) +Types: NoneType:38,998,387 +Null/Empty: null:38,998,387 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 38,998,387/39,030,731 (99.9%) +Types: list:38,998,387 +Null/Empty: empty_arr:38,998,387 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 38,998,387/39,030,731 (99.9%) +Types: int:38,998,387 +Numeric values: 38,998,387 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 38,998,387 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 38,998,387/39,030,731 (99.9%) +Types: list:38,998,387 +Null/Empty: empty_arr:38,998,387 + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 38,998,387/39,030,731 (99.9%) +Types: bool:38,998,387 +Booleans: true:0 (0.0%), false:38,998,387 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 38,998,387/39,030,731 (99.9%) +Types: list:38,998,387 +Null/Empty: empty_arr:38,998,387 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 38,998,387/39,030,731 (99.9%) +Types: bool:38,998,387 +Booleans: true:0 (0.0%), false:38,998,387 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: updated_on Occurrence: 38,978,430/39,030,731 (99.9%) +Types: int:38,978,430 +Numeric values: 38,978,430 total +Numeric range: min:1,706,745,631, max:1,709,378,742, avg:1708020541.8 +Numeric std dev: 724800.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 38,653,583/39,030,731 (99.0%) +Types: str:38,653,583 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 37,265,413 (96.4%) + 'richtext': 1,388,170 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 38,653,583/39,030,731 (99.0%) +Types: str:38,653,583 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 45 (0.0%) + 't2_ox6r7kz9': 19 (0.0%) + 't2_7u332ixii': 8 (0.0%) + 't2_3vtm419m': 8 (0.0%) + 't2_15cnj8': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 38,653,583/39,030,731 (99.0%) +Types: bool:38,653,583 +Booleans: true:0 (0.0%), false:38,653,583 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 38,653,583/39,030,731 (99.0%) +Types: bool:38,653,583 +Booleans: true:384,755 (1.0%), false:38,268,828 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 38,182,985/39,030,731 (97.8%) +Types: list:38,182,985 +Null/Empty: empty_arr:36,751,358 + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 23,360,693/39,030,731 (59.9%) +Types: str:23,360,693 +Null/Empty: empty_str:287,050 +String length avg: 43.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/glitteringirresponsi...': 14 (0.0%) + 'https://www.reddit.com/gallery/1afwwhj': 7 (0.0%) + 'https://www.youtube.com/watch?v=7rS71hm3_f4': 5 (0.0%) + 'https://youtu.be/xwP1K-blgWk?si=gWo-veiTNjPYgSOv': 3 (0.0%) + 'https://youtu.be/7CCSsJIwGmA': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 19,825,511/39,030,731 (50.8%) +Types: str:19,825,511 +String length avg: 5.8 +Unique strings tracked: 7 +String values distribution: + 'image': 13,505,267 (68.1%) + 'rich:video': 2,261,037 (11.4%) + 'link': 2,088,812 (10.5%) + 'hosted:video': 1,021,167 (5.2%) + 'self': 944,563 (4.8%) + 'gallery': 4,395 (0.0%) + 'video': 270 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 19,825,511/39,030,731 (50.8%) +Types: dict:19,825,511 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 14,868,609/39,030,731 (38.1%) +Types: str:14,868,609 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'd897238a-545a-11eb-8db1-0e23163a9deb': 14 (0.0%) + 'a3810aa6-3116-11eb-a332-0e141173b241': 14 (0.0%) + '853ac114-ad7c-11ee-a87d-ce20b2a96ef0': 8 (0.0%) + '1fb34b1e-9212-11eb-93d0-0e843b0fcb1d': 8 (0.0%) + 'e2539d9c-b545-11ed-8aab-d235a94dba51': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 3,834,997/39,030,731 (9.8%) +Types: dict:3,330,633, NoneType:504,364 +Null/Empty: null:504,364, empty_obj:1 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 3,400,241/39,030,731 (8.7%) +Types: dict:2,960,526, NoneType:439,715 +Null/Empty: null:439,715 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 3,400,241/39,030,731 (8.7%) +Types: bool:3,400,241 +Booleans: true:3,400,241 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,290,309/39,030,731 (3.3%) +Types: str:1,290,309 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1afwthi': 13 (0.0%) + 't3_1afx0n0': 10 (0.0%) + 't3_1aftvj5': 9 (0.0%) + 't3_1afwwhj': 6 (0.0%) + 't3_1afxdgr': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,290,309/39,030,731 (3.3%) +Types: list:1,290,309 +Null/Empty: empty_arr:1,337 + +──────────────────────────────────────────────────────────── +FIELD: previous_selftext Occurrence: 1,267,712/39,030,731 (3.2%) +Types: str:1,267,712 +Null/Empty: empty_str:17,368 +String length avg: 632.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 537 (0.0%) + '[deleted]': 89 (0.0%) + 'Body will update in a moment': 5 (0.0%) + 'Hey y'all, I'm looking into buying a good, reliabl...': 2 (0.0%) + 'If you’re interested in sexting with an experience...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 103,658/39,030,731 (0.3%) +Types: NoneType:103,658 +Null/Empty: null:103,658 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 103,658/39,030,731 (0.3%) +Types: NoneType:103,652, list:6 +Null/Empty: null:103,652 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 103,658/39,030,731 (0.3%) +Types: NoneType:94,841, str:8,817 +Null/Empty: null:94,841 +String length avg: 58.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'see what crypto can be™️': 67 (0.8%) + '2000’s Running: Reborn': 65 (0.7%) + 'We've stacked heavily researched amino acids and m...': 54 (0.6%) + '2000's Running renace': 48 (0.5%) + 'The DunKings': 45 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 103,658/39,030,731 (0.3%) +Types: NoneType:103,658 +Null/Empty: null:103,658 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 103,658/39,030,731 (0.3%) +Types: NoneType:103,658 +Null/Empty: null:103,658 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 103,658/39,030,731 (0.3%) +Types: NoneType:103,658 +Null/Empty: null:103,658 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 103,658/39,030,731 (0.3%) +Types: NoneType:103,658 +Null/Empty: null:103,658 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 103,658/39,030,731 (0.3%) +Types: str:103,633, NoneType:25 +Null/Empty: null:25 +String length avg: 11.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_nymvravcc': 704 (0.7%) + 't2_jyms1ejh': 363 (0.4%) + 't2_2q9crlrw': 230 (0.2%) + 't2_tnjwypik': 227 (0.2%) + 't2_tnk0sxl7': 221 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 103,658/39,030,731 (0.3%) +Types: NoneType:103,658 +Null/Empty: null:103,658 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 103,658/39,030,731 (0.3%) +Types: str:80,742, NoneType:22,916 +Null/Empty: null:22,916 +String length avg: 18.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://dummyimage.com/361x57': 889 (1.1%) + 'store.steampowered.com': 268 (0.3%) + 'apple.com': 248 (0.3%) + '7shifts.com': 199 (0.2%) + 'reddit.com': 191 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 103,658/39,030,731 (0.3%) +Types: NoneType:103,603, str:55 +Null/Empty: null:103,603 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 55 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 103,658/39,030,731 (0.3%) +Types: NoneType:103,603, str:55 +Null/Empty: null:103,603 +String length avg: 39.5 +Unique strings tracked: 7 +String values distribution: + 'https://www.youtube.com/watch?v=eA3rGgoaYkE': 23 (41.8%) + 'https://youtube.com/live/mGtSWPSsHi8': 12 (21.8%) + 'https://www.youtube.com/watch?v=mGtSWPSsHi8': 12 (21.8%) + 'https://www.sucasa.com.au/': 5 (9.1%) + 'https://Google.com': 1 (1.8%) + 'https://www.youtube.com/watch?v=uJMCNJP2ipI': 1 (1.8%) + 'https://www.youtube.com/watch?v=tztCsUyiQv8': 1 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 103,658/39,030,731 (0.3%) +Types: list:103,658 +Null/Empty: empty_arr:103,658 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 103,658/39,030,731 (0.3%) +Types: list:103,658 +Null/Empty: empty_arr:103,658 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 103,658/39,030,731 (0.3%) +Types: str:103,658 +String length avg: 94.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.sanchez-byrd.com/': 291 (0.3%) + 'https://www.eveonline.com/?utm_source=reddit&utm_m...': 106 (0.1%) + 'https://quickbi.io/en/?utm_source=reddit&utm_mediu...': 57 (0.1%) + 'https://www.reddit.com/': 52 (0.1%) + 'https://myailey.com/noticeInfo?brd_seq=11': 45 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 103,658/39,030,731 (0.3%) +Types: NoneType:103,658 +Null/Empty: null:103,658 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 103,658/39,030,731 (0.3%) +Types: NoneType:103,658 +Null/Empty: null:103,658 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 103,658/39,030,731 (0.3%) +Types: bool:103,658 +Booleans: true:0 (0.0%), false:103,658 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 103,658/39,030,731 (0.3%) +Types: bool:103,658 +Booleans: true:0 (0.0%), false:103,658 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 103,658/39,030,731 (0.3%) +Types: str:103,658 +Null/Empty: empty_str:46,499 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/lGPodvphXVy6...': 124 (0.2%) + 'https://reddit-image.s3.amazonaws.com/7oopxxxlWOm7...': 20 (0.0%) + 'https://reddit-image.s3.amazonaws.com/Yj8PoRo0HUg5...': 20 (0.0%) + 'https://reddit-image.s3.amazonaws.com/MJsepUykP-Pt...': 13 (0.0%) + 'https://reddit-image.s3.amazonaws.com/mxrVOEVmu5ha...': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 103,658/39,030,731 (0.3%) +Types: NoneType:103,658 +Null/Empty: null:103,658 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 103,658/39,030,731 (0.3%) +Types: dict:103,658 +Null/Empty: empty_obj:103,658 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 103,658/39,030,731 (0.3%) +Types: NoneType:103,658 +Null/Empty: null:103,658 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 103,658/39,030,731 (0.3%) +Types: list:103,658 +Null/Empty: empty_arr:103,658 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 103,658/39,030,731 (0.3%) +Types: NoneType:98,710, str:4,948 +Null/Empty: null:98,710 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'PRODUCT': 4,920 (99.4%) + 'SPOTLIGHT_VIDEO': 28 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 103,658/39,030,731 (0.3%) +Types: bool:103,658 +Booleans: true:0 (0.0%), false:103,658 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 103,658/39,030,731 (0.3%) +Types: NoneType:103,658 +Null/Empty: null:103,658 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 103,658/39,030,731 (0.3%) +Types: NoneType:103,658 +Null/Empty: null:103,658 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 103,658/39,030,731 (0.3%) +Types: NoneType:103,658 +Null/Empty: null:103,658 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 103,658/39,030,731 (0.3%) +Types: bool:103,658 +Booleans: true:103,658 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 103,658/39,030,731 (0.3%) +Types: NoneType:103,658 +Null/Empty: null:103,658 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 103,658/39,030,731 (0.3%) +Types: list:103,658 +Null/Empty: empty_arr:103,658 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 103,658/39,030,731 (0.3%) +Types: NoneType:103,658 +Null/Empty: null:103,658 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 103,658/39,030,731 (0.3%) +Types: NoneType:103,658 +Null/Empty: null:103,658 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 97,536/39,030,731 (0.2%) +Types: bool:97,536 +Booleans: true:97,536 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 91,042/39,030,731 (0.2%) +Types: dict:82,302, NoneType:8,740 +Null/Empty: null:8,740 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 83,910/39,030,731 (0.2%) +Types: str:83,910 +String length avg: 8.8 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 29,070 (34.6%) + 'Shop Now': 18,424 (22.0%) + 'Download': 7,507 (8.9%) + 'Sign Up': 7,449 (8.9%) + 'Install': 6,149 (7.3%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 7,985/39,030,731 (0.0%) +Types: list:7,985 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 1,681/39,030,731 (0.0%) +Types: str:1,681 +String length avg: 6.3 +Unique strings tracked: 212 +Top 5 string values: + '$24.99': 234 (13.9%) + '$19.99': 88 (5.2%) + '$99.96': 73 (4.3%) + '$39.99': 61 (3.6%) + '$49.99': 59 (3.5%) + +──────────────────────────────────────────────────────────── +FIELD: unrepliable_reason Occurrence: 3/39,030,731 (0.0%) +Types: str:3 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'BLOCK': 3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports_dismissed Occurrence: 3/39,030,731 (0.0%) +Types: NoneType:3 +Null/Empty: null:3 + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 1/39,030,731 (0.0%) +Types: str:1 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 1 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2024-03.jsonl +Analysis Time: 2026-01-15 13:32:04 +================================================================================ +Processed lines: 41,926,097 +Total unique fields: 158 +Max unique values tracked per field: 1,000 +Sample size: 41,926,097 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 41,926,097/41,926,097 (100.0%) +Types: list:41,926,097 +Null/Empty: empty_arr:41,926,097 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 41,926,097/41,926,097 (100.0%) +Types: bool:41,926,097 +Booleans: true:8,294 (0.0%), false:41,917,803 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 41,926,097/41,926,097 (100.0%) +Types: bool:41,926,097 +Booleans: true:0 (0.0%), false:41,926,097 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 41,926,097/41,926,097 (100.0%) +Types: str:41,926,097 +String length avg: 13.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 42 (0.0%) + 'EchoJobs': 17 (0.0%) + 'CozyCosmosx': 15 (0.0%) + 'Origami-Tobiichi': 14 (0.0%) + 'TiqAssist': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 41,926,097/41,926,097 (100.0%) +Types: NoneType:38,327,814, str:3,598,283 +Null/Empty: null:38,327,814, empty_str:1,420,435 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 2,861 (0.1%) + '#dadada': 1,156 (0.1%) + '#ea0027': 831 (0.0%) + '#ff66ac': 793 (0.0%) + '#373c3f': 531 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 41,926,097/41,926,097 (100.0%) +Types: NoneType:40,610,827, str:1,315,270 +Null/Empty: null:40,610,827, empty_str:123,346 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'green': 109 (0.0%) + 'default': 92 (0.0%) + 'verified': 87 (0.0%) + 'tier2': 46 (0.0%) + 'v18': 45 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 41,926,097/41,926,097 (100.0%) +Types: NoneType:39,363,320, str:2,562,777 +Null/Empty: null:39,363,320 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9811a942-f7ec-11e8-ba86-0e2871aefb54': 20 (0.0%) + '545f025a-abff-11ed-9ccd-b2a9386a289e': 19 (0.0%) + 'f11e1114-ab94-11ed-9af9-6a320c8eba37': 19 (0.0%) + '1114cdee-6c35-11e9-bf6d-0eff0d163f02': 16 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 41,926,097/41,926,097 (100.0%) +Types: NoneType:38,838,127, str:3,087,970 +Null/Empty: null:38,838,127, empty_str:163,115 +String length avg: 17.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified': 46 (0.0%) + 'Unverified': 22 (0.0%) + 'Verified Model': 20 (0.0%) + 'Verified Seller': 17 (0.0%) + 'first flair 2': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 41,926,097/41,926,097 (100.0%) +Types: NoneType:32,136,107, str:9,789,990 +Null/Empty: null:32,136,107, empty_str:23,688 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 8,891,199 (91.0%) + 'light': 875,103 (9.0%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 41,926,097/41,926,097 (100.0%) +Types: list:41,926,097 +Null/Empty: empty_arr:41,926,097 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 41,926,097/41,926,097 (100.0%) +Types: bool:41,926,097 +Booleans: true:0 (0.0%), false:41,926,097 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 41,926,097/41,926,097 (100.0%) +Types: NoneType:41,925,231, str:866 +Null/Empty: null:41,925,231 +String length avg: 13.8 +Unique strings tracked: 11 +Top 5 string values: + 'diy_and_crafts': 769 (88.8%) + 'drawing_and_painting': 33 (3.8%) + 'gaming': 19 (2.2%) + 'entertainment': 16 (1.8%) + 'photography': 10 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 41,926,097/41,926,097 (100.0%) +Types: NoneType:41,760,129, list:165,968 +Null/Empty: null:41,760,129 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 41,926,097/41,926,097 (100.0%) +Types: bool:41,926,097 +Booleans: true:16,138 (0.0%), false:41,909,959 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 41,926,097/41,926,097 (100.0%) +Types: float:39,814,524, int:2,111,573 +Numeric values: 41,926,097 total +Numeric range: min:1,709,251,200.0, max:1,711,929,599.0, avg:1710586242.7 +Numeric std dev: 775105.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 41,926,097/41,926,097 (100.0%) +Types: NoneType:41,926,097 +Null/Empty: null:41,926,097 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 41,926,097/41,926,097 (100.0%) +Types: NoneType:41,882,633, str:43,464 +Null/Empty: null:41,882,633 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 43,451 (100.0%) + 'admin': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 41,926,097/41,926,097 (100.0%) +Types: str:41,926,097 +Null/Empty: empty_str:389,942 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 932 (0.0%) + 'reddit.com': 235 (0.0%) + 'redgifs.com': 76 (0.0%) + 'echojobs.io': 40 (0.0%) + 'v.redd.it': 38 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 41,926,097/41,926,097 (100.0%) +Types: bool:41,888,791, float:37,256, int:50 +Booleans: true:0 (0.0%), false:41,888,791 (100.0%) +Numeric values: 37,306 total +Numeric range: min:1,709,251,865.0, max:1,713,033,242.0, avg:1710612659.2 +Numeric std dev: 772349.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 41,926,097/41,926,097 (100.0%) +Types: int:41,926,097 +Numeric values: 41,926,097 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 41,926,097 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 41,926,097/41,926,097 (100.0%) +Types: dict:41,926,097 +Null/Empty: empty_obj:41,926,097 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 41,926,097/41,926,097 (100.0%) +Types: bool:41,926,097 +Booleans: true:0 (0.0%), false:41,926,097 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 41,926,097/41,926,097 (100.0%) +Types: bool:41,926,097 +Booleans: true:38,632,623 (92.1%), false:3,293,474 (7.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 41,926,097/41,926,097 (100.0%) +Types: str:41,926,097 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1b3fpdc': 1 (0.0%) + '1b3fpdf': 1 (0.0%) + '1b3fpdg': 1 (0.0%) + '1b3fpdh': 1 (0.0%) + '1b3fpdi': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 41,926,097/41,926,097 (100.0%) +Types: bool:41,926,097 +Booleans: true:130,238 (0.3%), false:41,795,859 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 41,926,097/41,926,097 (100.0%) +Types: bool:41,926,097 +Booleans: true:33,186,092 (79.2%), false:8,740,005 (20.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 41,926,097/41,926,097 (100.0%) +Types: bool:41,926,097 +Booleans: true:0 (0.0%), false:41,926,097 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 41,926,097/41,926,097 (100.0%) +Types: bool:41,926,097 +Booleans: true:492,362 (1.2%), false:41,433,735 (98.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 41,926,097/41,926,097 (100.0%) +Types: bool:41,926,097 +Booleans: true:14,765,409 (35.2%), false:27,160,688 (64.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 41,926,097/41,926,097 (100.0%) +Types: bool:41,926,097 +Booleans: true:33,345,206 (79.5%), false:8,580,891 (20.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 41,926,097/41,926,097 (100.0%) +Types: bool:41,926,097 +Booleans: true:17,251,692 (41.1%), false:24,674,405 (58.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 41,926,097/41,926,097 (100.0%) +Types: bool:41,926,097 +Booleans: true:1,064,089 (2.5%), false:40,862,008 (97.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 41,926,097/41,926,097 (100.0%) +Types: str:41,259,747, NoneType:666,350 +Null/Empty: null:666,350, empty_str:26,891,840 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 593 (0.0%) + '#0079d3': 592 (0.0%) + '#ea0027': 408 (0.0%) + '#ff66ac': 386 (0.0%) + '#ffd635': 376 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 41,926,097/41,926,097 (100.0%) +Types: NoneType:26,161,113, str:15,764,984 +Null/Empty: null:26,161,113, empty_str:11,739,420 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 169 (0.0%) + 'question': 139 (0.0%) + 'male': 92 (0.0%) + 'blue': 55 (0.0%) + 'help': 52 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 41,926,097/41,926,097 (100.0%) +Types: list:41,926,097 +Null/Empty: empty_arr:34,514,145 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 41,926,097/41,926,097 (100.0%) +Types: NoneType:25,297,933, str:16,628,164 +Null/Empty: null:25,297,933, empty_str:1,660 +String length avg: 11.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 75 (0.0%) + 'Question': 60 (0.0%) + 'male': 25 (0.0%) + 'M4F': 14 (0.0%) + 'Female': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 41,926,097/41,926,097 (100.0%) +Types: str:41,326,294, NoneType:599,803 +Null/Empty: null:599,803 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 34,094,300 (82.5%) + 'light': 7,231,994 (17.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 41,926,097/41,926,097 (100.0%) +Types: str:41,926,097 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 34,625,626 (82.6%) + 'richtext': 7,300,471 (17.4%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 41,926,097/41,926,097 (100.0%) +Types: bool:41,926,097 +Booleans: true:1,817,771 (4.3%), false:40,108,326 (95.7%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 41,926,097/41,926,097 (100.0%) +Types: NoneType:38,424,238, dict:3,501,859 +Null/Empty: null:38,424,238 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 41,926,097/41,926,097 (100.0%) +Types: dict:41,926,097 +Null/Empty: empty_obj:39,483,129 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 41,926,097/41,926,097 (100.0%) +Types: bool:41,926,097 +Booleans: true:733 (0.0%), false:41,925,364 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 41,926,097/41,926,097 (100.0%) +Types: bool:41,926,097 +Booleans: true:33,355,134 (79.6%), false:8,570,963 (20.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 41,926,097/41,926,097 (100.0%) +Types: int:41,926,097 +Numeric values: 41,926,097 total +Numeric range: min:0, max:36,162, avg:4.6 +Numeric std dev: 44.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 41,926,097/41,926,097 (100.0%) +Types: int:41,926,097 +Numeric values: 41,926,097 total +Numeric range: min:0, max:1,319, avg:0.0 +Numeric std dev: 0.2 +Unique numbers tracked: 76 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 41,926,097/41,926,097 (100.0%) +Types: bool:41,926,097 +Booleans: true:20,059,232 (47.8%), false:21,866,865 (52.2%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 41,926,097/41,926,097 (100.0%) +Types: NoneType:26,297,158, str:15,628,939 +Null/Empty: null:26,297,158 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 13,805,140 (88.3%) + 'some_ads': 1,822,892 (11.7%) + 'house_only': 904 (0.0%) + 'promo_all': 2 (0.0%) + 'promo_adult_nsfw': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 41,926,097/41,926,097 (100.0%) +Types: str:41,926,097 +String length avg: 67.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/horny_boston/comments/1b3fpdc/22_and_21ff_were_...': 1 (0.0%) + '/r/norsk/comments/1b3fpdf/how_would_one_translate_...': 1 (0.0%) + '/r/SuddenlyGay/comments/1b3fpdg/beautiful_seattle/': 1 (0.0%) + '/r/cutegirlsgw/comments/1b3fpdh/you_know_anywhere_...': 1 (0.0%) + '/r/PathToNowhere/comments/1b3fpdi/dream/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 41,926,097/41,926,097 (100.0%) +Types: bool:41,926,097 +Booleans: true:0 (0.0%), false:41,926,097 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 41,926,097/41,926,097 (100.0%) +Types: NoneType:26,297,158, int:15,628,939 +Null/Empty: null:26,297,158 +Numeric values: 15,628,939 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 13,805,140 (88.3%) + 7: 1,822,892 (11.7%) + 1: 904 (0.0%) + 5: 2 (0.0%) + 3: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 41,926,097/41,926,097 (100.0%) +Types: bool:41,926,097 +Booleans: true:1,168 (0.0%), false:41,924,929 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 41,926,097/41,926,097 (100.0%) +Types: NoneType:41,926,097 +Null/Empty: null:41,926,097 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 41,926,097/41,926,097 (100.0%) +Types: NoneType:33,351,304, str:8,574,793 +Null/Empty: null:33,351,304 +String length avg: 8.4 +Unique strings tracked: 9 +String values distribution: + 'reddit': 3,569,684 (41.6%) + 'moderator': 3,425,764 (40.0%) + 'automod_filtered': 975,045 (11.4%) + 'deleted': 593,442 (6.9%) + 'content_takedown': 6,745 (0.1%) + 'author': 3,678 (0.0%) + 'copyright_takedown': 432 (0.0%) + 'community_ops': 2 (0.0%) + 'anti_evil_ops': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 41,926,097/41,926,097 (100.0%) +Types: int:41,926,097 +Numeric values: 41,926,097 total +Numeric range: min:1,709,251,214, max:1,713,840,551, avg:1710586843.5 +Numeric std dev: 776172.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 41,926,097/41,926,097 (100.0%) +Types: int:41,926,097 +Numeric values: 41,926,097 total +Numeric range: min:0, max:133,743, avg:29.5 +Numeric std dev: 354.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 41,926,097/41,926,097 (100.0%) +Types: NoneType:38,424,238, dict:3,501,859 +Null/Empty: null:38,424,238 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 41,926,097/41,926,097 (100.0%) +Types: dict:41,926,097 +Null/Empty: empty_obj:39,483,129 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 41,926,097/41,926,097 (100.0%) +Types: str:41,926,097 +Null/Empty: empty_str:25,239,714 +String length avg: 443.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 178 (0.0%) + '[deleted]': 21 (0.0%) + ' + +Our team had been working hard on Project Ghost...': 5 (0.0%) + ' Hello! If you are on the NA Server and looking fo...': 4 (0.0%) + '* Help the mods control spam with the **report** b...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 41,926,097/41,926,097 (100.0%) +Types: bool:41,926,097 +Booleans: true:40,094,377 (95.6%), false:1,831,720 (4.4%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 41,926,097/41,926,097 (100.0%) +Types: bool:41,926,097 +Booleans: true:412,154 (1.0%), false:41,513,943 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 41,926,097/41,926,097 (100.0%) +Types: bool:41,926,097 +Booleans: true:75,075 (0.2%), false:41,851,022 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 41,926,097/41,926,097 (100.0%) +Types: str:41,926,097 +String length avg: 12.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Watchmecum_': 31 (0.0%) + 'wichsbros_548': 17 (0.0%) + 'GaySnapchatImages': 11 (0.0%) + 'u_TiqAssist': 10 (0.0%) + 'dirtyr4r': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 41,926,097/41,926,097 (100.0%) +Types: str:41,926,097 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2aa2qj': 31 (0.0%) + 't5_awc8ym': 17 (0.0%) + 't5_2xdxr': 11 (0.0%) + 't5_46vxc4': 10 (0.0%) + 't5_2vqun': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 41,926,097/41,926,097 (100.0%) +Types: str:41,926,097 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/Watchmecum_': 31 (0.0%) + 'r/wichsbros_548': 17 (0.0%) + 'r/GaySnapchatImages': 11 (0.0%) + 'u/TiqAssist': 10 (0.0%) + 'r/dirtyr4r': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 41,926,097/41,926,097 (100.0%) +Types: int:41,926,097 +Numeric values: 41,926,097 total +Numeric range: min:-1, max:58,120,719, avg:791108.2 +Numeric std dev: 4003631.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 41,926,097/41,926,097 (100.0%) +Types: str:41,926,097 +String length avg: 6.0 +Unique strings tracked: 4 +String values distribution: + 'public': 39,142,662 (93.4%) + 'user': 1,619,969 (3.9%) + 'restricted': 1,163,457 (2.8%) + 'private': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 41,926,097/41,926,097 (100.0%) +Types: NoneType:34,753,024, str:7,173,073 +Null/Empty: null:34,753,024 +String length avg: 4.7 +Unique strings tracked: 8 +String values distribution: + 'new': 2,076,840 (29.0%) + 'confidence': 1,944,398 (27.1%) + 'qa': 1,650,750 (23.0%) + 'top': 1,044,489 (14.6%) + 'old': 418,568 (5.8%) + 'live': 21,621 (0.3%) + 'controversial': 10,232 (0.1%) + 'random': 6,175 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 41,926,097/41,926,097 (100.0%) +Types: str:41,926,097 +Null/Empty: empty_str:938 +String length avg: 25.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 2,302 (0.0%) + 'self': 1,258 (0.0%) + 'default': 218 (0.0%) + 'spoiler': 27 (0.0%) + 'image': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 41,926,097/41,926,097 (100.0%) +Types: str:41,926,097 +String length avg: 50.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Wanna gag on my catch? 🍆': 12 (0.0%) + '22[F4M]I'm down for meetup, sexting. pls text me o...': 6 (0.0%) + 'The Caño Cristales (River of Five Colours) in Colo...': 6 (0.0%) + '🚨Hurry&Join, You’re Welcome🔥': 4 (0.0%) + 'Will u fuck me in the beach??no condom?💦': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 41,926,097/41,926,097 (100.0%) +Types: NoneType:41,926,097 +Null/Empty: null:41,926,097 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 41,926,097/41,926,097 (100.0%) +Types: int:41,926,097 +Numeric values: 41,926,097 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 41,926,097 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 41,926,097/41,926,097 (100.0%) +Types: list:41,926,097 +Null/Empty: empty_arr:41,926,097 + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 41,926,097/41,926,097 (100.0%) +Types: float:27,522,658, int:14,403,439 +Numeric values: 41,926,097 total +Numeric range: min:0.01, max:1.0, avg:1.0 +Numeric std dev: 0.1 +Unique numbers tracked: 100 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 41,926,097/41,926,097 (100.0%) +Types: str:41,926,097 +Null/Empty: empty_str:389,817 +String length avg: 63.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://tiqassist.com/?utm_source=Reddit&utm_mediu...': 5 (0.0%) + 'https://www.reddit.com/u/Ambitious_Gain_9976/s/AYt...': 4 (0.0%) + 'http://v3.redgifs.com/watch/potabletreasuredmustan...': 4 (0.0%) + 'https://i.redd.it/tlg3r5qcqujc1.gif': 3 (0.0%) + 'https://www.reddit.com/gallery/1b3fown': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 41,926,097/41,926,097 (100.0%) +Types: NoneType:41,926,097 +Null/Empty: null:41,926,097 + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 41,926,097/41,926,097 (100.0%) +Types: NoneType:26,297,158, str:15,628,939 +Null/Empty: null:26,297,158 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 13,805,140 (88.3%) + 'some_ads': 1,822,892 (11.7%) + 'house_only': 904 (0.0%) + 'promo_all': 2 (0.0%) + 'promo_adult_nsfw': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 41,926,097/41,926,097 (100.0%) +Types: NoneType:26,297,158, int:15,628,939 +Null/Empty: null:26,297,158 +Numeric values: 15,628,939 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 13,805,140 (88.3%) + 7: 1,822,892 (11.7%) + 1: 904 (0.0%) + 5: 2 (0.0%) + 3: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 41,926,059/41,926,097 (100.0%) +Types: float:39,814,533, int:2,111,526 +Numeric values: 41,926,059 total +Numeric range: min:1,709,251,200.0, max:1,711,929,599.0, avg:1710586242.4 +Numeric std dev: 775105.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 41,926,059/41,926,097 (100.0%) +Types: str:41,926,059 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1b3fpdc': 1 (0.0%) + 't3_1b3fpdf': 1 (0.0%) + 't3_1b3fpdg': 1 (0.0%) + 't3_1b3fpdh': 1 (0.0%) + 't3_1b3fpdi': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 41,926,059/41,926,097 (100.0%) +Types: int:41,926,059 +Numeric values: 41,926,059 total +Numeric range: min:0, max:81,881, avg:3.4 +Numeric std dev: 102.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 41,926,050/41,926,097 (100.0%) +Types: NoneType:41,926,050 +Null/Empty: null:41,926,050 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 41,926,050/41,926,097 (100.0%) +Types: NoneType:41,926,050 +Null/Empty: null:41,926,050 + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 41,926,050/41,926,097 (100.0%) +Types: bool:41,926,050 +Booleans: true:0 (0.0%), false:41,926,050 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 41,926,050/41,926,097 (100.0%) +Types: NoneType:41,926,050 +Null/Empty: null:41,926,050 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 41,926,050/41,926,097 (100.0%) +Types: NoneType:41,926,050 +Null/Empty: null:41,926,050 + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 41,926,050/41,926,097 (100.0%) +Types: bool:41,926,050 +Booleans: true:0 (0.0%), false:41,926,050 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 41,926,050/41,926,097 (100.0%) +Types: bool:41,926,050 +Booleans: true:0 (0.0%), false:41,926,050 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 41,926,050/41,926,097 (100.0%) +Types: int:41,926,050 +Numeric values: 41,926,050 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 41,926,050 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 41,926,050/41,926,097 (100.0%) +Types: NoneType:41,926,050 +Null/Empty: null:41,926,050 + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 41,926,050/41,926,097 (100.0%) +Types: NoneType:41,926,050 +Null/Empty: null:41,926,050 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 41,926,050/41,926,097 (100.0%) +Types: NoneType:41,926,050 +Null/Empty: null:41,926,050 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 41,926,050/41,926,097 (100.0%) +Types: NoneType:41,926,050 +Null/Empty: null:41,926,050 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 41,926,050/41,926,097 (100.0%) +Types: list:41,926,050 +Null/Empty: empty_arr:41,926,050 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 41,926,050/41,926,097 (100.0%) +Types: int:41,926,050 +Numeric values: 41,926,050 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 41,926,050 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 41,926,050/41,926,097 (100.0%) +Types: NoneType:41,918,647, str:7,403 +Null/Empty: null:41,918,647 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 7,403 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 41,926,050/41,926,097 (100.0%) +Types: list:41,926,050 +Null/Empty: empty_arr:41,926,050 + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 41,926,050/41,926,097 (100.0%) +Types: bool:41,926,050 +Booleans: true:0 (0.0%), false:41,926,050 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 41,926,050/41,926,097 (100.0%) +Types: list:41,926,050 +Null/Empty: empty_arr:41,926,050 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 41,926,050/41,926,097 (100.0%) +Types: bool:41,926,050 +Booleans: true:0 (0.0%), false:41,926,050 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 41,925,159/41,926,097 (100.0%) +Types: int:24,282,152, NoneType:17,643,007 +Null/Empty: null:17,643,007 +Numeric values: 24,282,152 total +Numeric range: min:0, max:140, avg:125.0 +Numeric std dev: 25.0 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 41,925,159/41,926,097 (100.0%) +Types: int:24,282,152, NoneType:17,643,007 +Null/Empty: null:17,643,007 +Numeric values: 24,282,152 total +Numeric range: min:0, max:140, avg:139.9 +Numeric std dev: 2.0 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 41,914,348/41,926,097 (100.0%) +Types: dict:41,914,348 + +──────────────────────────────────────────────────────────── +FIELD: updated_on Occurrence: 41,893,865/41,926,097 (99.9%) +Types: int:41,893,865 +Numeric values: 41,893,865 total +Numeric range: min:1,709,251,230, max:1,712,248,940, avg:1710591295.4 +Numeric std dev: 774693.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 41,535,716/41,926,097 (99.1%) +Types: str:41,535,716 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 40,039,742 (96.4%) + 'richtext': 1,495,974 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 41,535,716/41,926,097 (99.1%) +Types: str:41,535,716 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 42 (0.0%) + 't2_ox6r7kz9': 17 (0.0%) + 't2_satwozme8': 15 (0.0%) + 't2_109tih': 14 (0.0%) + 't2_b9xvcygs': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 41,535,716/41,926,097 (99.1%) +Types: bool:41,535,716 +Booleans: true:0 (0.0%), false:41,535,716 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 41,535,716/41,926,097 (99.1%) +Types: bool:41,535,716 +Booleans: true:397,529 (1.0%), false:41,138,187 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 41,028,404/41,926,097 (97.9%) +Types: list:41,028,404 +Null/Empty: empty_arr:39,485,451 + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 24,675,095/41,926,097 (58.9%) +Types: str:24,675,095 +Null/Empty: empty_str:293,463 +String length avg: 44.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://tiqassist.com/?utm_source=Reddit&utm_mediu...': 10 (0.0%) + 'https://www.reddit.com/u/Ambitious_Gain_9976/s/AYt...': 7 (0.0%) + 'http://v3.redgifs.com/watch/potabletreasuredmustan...': 5 (0.0%) + 'https://www.reddit.com/gallery/1b3fown': 4 (0.0%) + 'https://www.redgifs.com/watch/dazzlingslategreyast...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 20,767,931/41,926,097 (49.5%) +Types: str:20,767,931 +String length avg: 5.8 +Unique strings tracked: 7 +String values distribution: + 'image': 14,076,670 (67.8%) + 'link': 2,362,019 (11.4%) + 'rich:video': 2,296,279 (11.1%) + 'hosted:video': 1,060,356 (5.1%) + 'self': 962,754 (4.6%) + 'gallery': 9,497 (0.0%) + 'video': 356 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 20,767,931/41,926,097 (49.5%) +Types: dict:20,767,931 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 16,010,291/41,926,097 (38.2%) +Types: str:16,010,291 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'd897238a-545a-11eb-8db1-0e23163a9deb': 16 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 10 (0.0%) + 'e2539d9c-b545-11ed-8aab-d235a94dba51': 6 (0.0%) + 'a3810aa6-3116-11eb-a332-0e141173b241': 6 (0.0%) + 'b6565304-ba55-11ee-8841-7a79797e3012': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 4,234,719/41,926,097 (10.1%) +Types: dict:3,685,411, NoneType:549,308 +Null/Empty: null:549,308 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 3,763,844/41,926,097 (9.0%) +Types: dict:3,284,878, NoneType:478,966 +Null/Empty: null:478,966 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 3,763,844/41,926,097 (9.0%) +Types: bool:3,763,844 +Booleans: true:3,763,844 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,416,529/41,926,097 (3.4%) +Types: str:1,416,529 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1b3fw68': 46 (0.0%) + 't3_1b3g7qu': 20 (0.0%) + 't3_1b39fss': 11 (0.0%) + 't3_1b3f0uj': 9 (0.0%) + 't3_1b3g03r': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,416,529/41,926,097 (3.4%) +Types: list:1,416,529 +Null/Empty: empty_arr:3,584 + +──────────────────────────────────────────────────────────── +FIELD: previous_selftext Occurrence: 1,364,461/41,926,097 (3.3%) +Types: str:1,364,461 +Null/Empty: empty_str:19,087 +String length avg: 627.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 488 (0.0%) + '[deleted]': 87 (0.0%) + 'I have available to trade: + +Existing fish: 8 + +New...': 2 (0.0%) + 'Hello there! What am I all about? Well, read on to...': 2 (0.0%) + 'According to subreddit rules I can't name names bu...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 130,238/41,926,097 (0.3%) +Types: NoneType:130,238 +Null/Empty: null:130,238 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 130,238/41,926,097 (0.3%) +Types: NoneType:130,233, list:5 +Null/Empty: null:130,233 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 130,238/41,926,097 (0.3%) +Types: NoneType:120,360, str:9,878 +Null/Empty: null:120,360 +String length avg: 55.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Trial conducted in Cypress, CA': 64 (0.6%) + 'Take the complexity out of crypto': 43 (0.4%) + 'Magic: The Gathering': 37 (0.4%) + 'New Viking Sandbox Survival Game - ASKA': 36 (0.4%) + 'Multiple Offers Without Deposit, Make Sure To Clai...': 33 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 130,238/41,926,097 (0.3%) +Types: NoneType:130,238 +Null/Empty: null:130,238 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 130,238/41,926,097 (0.3%) +Types: NoneType:130,238 +Null/Empty: null:130,238 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 130,238/41,926,097 (0.3%) +Types: NoneType:130,238 +Null/Empty: null:130,238 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 130,238/41,926,097 (0.3%) +Types: NoneType:130,238 +Null/Empty: null:130,238 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 130,238/41,926,097 (0.3%) +Types: str:130,228, NoneType:10 +Null/Empty: null:10 +String length avg: 11.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_nymvravcc': 1,256 (1.0%) + 't2_1fhbul8q': 719 (0.6%) + 't2_jyms1ejh': 677 (0.5%) + 't2_jj9rwx1': 444 (0.3%) + 't2_tnjwypik': 405 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 130,238/41,926,097 (0.3%) +Types: NoneType:130,238 +Null/Empty: null:130,238 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 130,238/41,926,097 (0.3%) +Types: str:97,301, NoneType:32,937 +Null/Empty: null:32,937 +String length avg: 17.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://dummyimage.com/361x57': 1,338 (1.4%) + 'nytimes.com': 351 (0.4%) + 'apps.apple.com': 163 (0.2%) + 'play.google.com': 156 (0.2%) + 'reddit.com': 155 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 130,238/41,926,097 (0.3%) +Types: NoneType:130,227, str:11 +Null/Empty: null:130,227 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 11 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 130,238/41,926,097 (0.3%) +Types: NoneType:130,227, str:11 +Null/Empty: null:130,227 +String length avg: 81.0 +Unique strings tracked: 7 +String values distribution: + 'https://stables.money/': 4 (36.4%) + 'https://ambefireplaces.com/': 2 (18.2%) + 'https://stables.money/philippines?_branch_match_id...': 1 (9.1%) + 'https://stables.money/philippines?_branch_match_id...': 1 (9.1%) + 'https://stables.money/philippines?_branch_match_id...': 1 (9.1%) + 'https://deancreed.com.au/': 1 (9.1%) + 'https://lighterusa.com': 1 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 130,238/41,926,097 (0.3%) +Types: list:130,238 +Null/Empty: empty_arr:130,238 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 130,238/41,926,097 (0.3%) +Types: list:130,238 +Null/Empty: empty_arr:130,238 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 130,238/41,926,097 (0.3%) +Types: str:130,238 +String length avg: 97.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.sanchez-byrd.com/': 273 (0.2%) + 'https://www.backmarket.com/en-us/l/iphone-12/4d923...': 89 (0.1%) + 'https://www.lexus.com/offers?cid=PSM:{{campaign.id...': 32 (0.0%) + 'https://www.intel.com/content/www/us/en/now/ithero...': 30 (0.0%) + 'https://www.reddit.com/': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 130,238/41,926,097 (0.3%) +Types: NoneType:130,238 +Null/Empty: null:130,238 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 130,238/41,926,097 (0.3%) +Types: NoneType:130,238 +Null/Empty: null:130,238 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 130,238/41,926,097 (0.3%) +Types: bool:130,238 +Booleans: true:0 (0.0%), false:130,238 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 130,238/41,926,097 (0.3%) +Types: bool:130,238 +Booleans: true:0 (0.0%), false:130,238 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 130,238/41,926,097 (0.3%) +Types: str:130,238 +Null/Empty: empty_str:55,510 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/lGPodvphXVy6...': 122 (0.2%) + 'https://reddit-image.s3.amazonaws.com/yXdbGHDiDGC8...': 84 (0.1%) + 'https://reddit-image.s3.amazonaws.com/XDTldW8M2loK...': 73 (0.1%) + 'https://reddit-image.s3.amazonaws.com/Yj8PoRo0HUg5...': 60 (0.1%) + 'https://reddit-image.s3.amazonaws.com/9zZ2ZKB9J87F...': 37 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 130,238/41,926,097 (0.3%) +Types: NoneType:130,238 +Null/Empty: null:130,238 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 130,238/41,926,097 (0.3%) +Types: dict:130,238 +Null/Empty: empty_obj:130,238 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 130,238/41,926,097 (0.3%) +Types: NoneType:130,238 +Null/Empty: null:130,238 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 130,238/41,926,097 (0.3%) +Types: list:130,238 +Null/Empty: empty_arr:130,238 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 130,238/41,926,097 (0.3%) +Types: NoneType:116,605, str:13,633 +Null/Empty: null:116,605 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'PRODUCT': 13,618 (99.9%) + 'SPOTLIGHT_VIDEO': 15 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 130,238/41,926,097 (0.3%) +Types: bool:130,238 +Booleans: true:0 (0.0%), false:130,238 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 130,238/41,926,097 (0.3%) +Types: NoneType:130,238 +Null/Empty: null:130,238 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 130,238/41,926,097 (0.3%) +Types: NoneType:130,238 +Null/Empty: null:130,238 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 130,238/41,926,097 (0.3%) +Types: NoneType:130,238 +Null/Empty: null:130,238 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 130,238/41,926,097 (0.3%) +Types: bool:130,238 +Booleans: true:130,238 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 130,238/41,926,097 (0.3%) +Types: NoneType:130,238 +Null/Empty: null:130,238 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 130,238/41,926,097 (0.3%) +Types: list:130,238 +Null/Empty: empty_arr:130,238 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 130,238/41,926,097 (0.3%) +Types: NoneType:130,238 +Null/Empty: null:130,238 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 130,238/41,926,097 (0.3%) +Types: NoneType:130,238 +Null/Empty: null:130,238 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 106,829/41,926,097 (0.3%) +Types: str:106,829 +String length avg: 8.7 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 35,068 (32.8%) + 'Shop Now': 28,956 (27.1%) + 'Download': 9,608 (9.0%) + 'Sign Up': 9,081 (8.5%) + 'Install': 7,027 (6.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 96,647/41,926,097 (0.2%) +Types: bool:96,647 +Booleans: true:96,647 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 94,607/41,926,097 (0.2%) +Types: dict:87,049, NoneType:7,558 +Null/Empty: null:7,558 + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 6,478/41,926,097 (0.0%) +Types: list:6,478 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 4,540/41,926,097 (0.0%) +Types: str:4,540 +String length avg: 6.7 +Unique strings tracked: 640 +Top 5 string values: + '$300.17': 126 (2.8%) + '$24.99': 98 (2.2%) + '$242.14': 94 (2.1%) + '$316.08': 88 (1.9%) + '$585.00': 65 (1.4%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports_dismissed Occurrence: 1/41,926,097 (0.0%) +Types: NoneType:1 +Null/Empty: null:1 + +================================================================================ + +================================================================================ +FILE: RS_2024-04.jsonl +Analysis Time: 2026-01-15 15:05:14 +================================================================================ +Processed lines: 40,701,692 +Total unique fields: 159 +Max unique values tracked per field: 1,000 +Sample size: 40,701,692 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 40,701,692/40,701,692 (100.0%) +Types: dict:40,701,692 + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 40,701,692/40,701,692 (100.0%) +Types: list:40,701,692 +Null/Empty: empty_arr:40,701,692 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:2,641 (0.0%), false:40,699,051 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:40,701,692 +Null/Empty: null:40,701,692 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:40,701,692 +Null/Empty: null:40,701,692 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:0 (0.0%), false:40,701,692 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 40,701,692/40,701,692 (100.0%) +Types: str:40,701,692 +String length avg: 13.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 36 (0.0%) + '[deleted]': 16 (0.0%) + 'EchoJobs': 15 (0.0%) + 'Helena_333': 8 (0.0%) + 'teeniestbean': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:37,669,323, str:3,032,369 +Null/Empty: null:37,669,323, empty_str:970,506 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 2,810 (0.1%) + '#dadada': 1,137 (0.1%) + '#ea0027': 724 (0.0%) + '#ff66ac': 707 (0.0%) + '#373c3f': 588 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:39,469,612, str:1,232,080 +Null/Empty: null:39,469,612, empty_str:119,729 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'green': 110 (0.0%) + 'default': 94 (0.0%) + 'verified': 60 (0.0%) + 'ver': 41 (0.0%) + 'approved': 41 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:38,282,794, str:2,418,898 +Null/Empty: null:38,282,794 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9811a942-f7ec-11e8-ba86-0e2871aefb54': 24 (0.0%) + '545f025a-abff-11ed-9ccd-b2a9386a289e': 14 (0.0%) + '38fb4ae2-4e59-11e1-912e-12313d18ad57': 13 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 12 (0.0%) + '1114cdee-6c35-11e9-bf6d-0eff0d163f02': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:37,774,480, str:2,927,212 +Null/Empty: null:37,774,480, empty_str:166,820 +String length avg: 16.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified': 38 (0.0%) + 'Unverified': 13 (0.0%) + 'Verified Seller': 12 (0.0%) + 'Layperson/not verified as healthcare professional': 12 (0.0%) + 'verified': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:37,310,565, str:3,391,127 +Null/Empty: null:37,310,565, empty_str:28,445 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'dark': 2,509,441 (74.6%) + 'light': 853,241 (25.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:0 (0.0%), false:40,701,692 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 40,701,692/40,701,692 (100.0%) +Types: list:40,701,692 +Null/Empty: empty_arr:40,701,692 + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:40,701,692 +Null/Empty: null:40,701,692 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:40,701,692 +Null/Empty: null:40,701,692 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:0 (0.0%), false:40,701,692 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:0 (0.0%), false:40,701,692 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:40,700,897, str:795 +Null/Empty: null:40,700,897 +String length avg: 14.1 +Unique strings tracked: 6 +String values distribution: + 'diy_and_crafts': 759 (95.5%) + 'drawing_and_painting': 22 (2.8%) + 'entertainment': 11 (1.4%) + 'memes': 1 (0.1%) + 'animals': 1 (0.1%) + 'photography': 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:0 (0.0%), false:40,701,692 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:40,537,855, list:163,837 +Null/Empty: null:40,537,855 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:18,264 (0.0%), false:40,683,428 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 40,701,692/40,701,692 (100.0%) +Types: int:40,701,692 +Numeric values: 40,701,692 total +Numeric range: min:1,711,929,600, max:1,714,521,599, avg:1713219321.7 +Numeric std dev: 750912.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 40,701,692/40,701,692 (100.0%) +Types: int:40,701,692 +Numeric values: 40,701,692 total +Numeric range: min:1,711,929,600, max:1,714,521,599, avg:1713219321.7 +Numeric std dev: 750912.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:40,701,692 +Null/Empty: null:40,701,692 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:40,637,324, str:64,368 +Null/Empty: null:40,637,324 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 64,292 (99.9%) + 'admin': 76 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 40,701,692/40,701,692 (100.0%) +Types: str:40,701,692 +Null/Empty: empty_str:447,233 +String length avg: 13.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 667 (0.0%) + 'reddit.com': 217 (0.0%) + 'redgifs.com': 56 (0.0%) + 'v3.redgifs.com': 34 (0.0%) + 'self.Cock_Trib_Place': 33 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 40,701,692/40,701,692 (100.0%) +Types: int:40,701,692 +Numeric values: 40,701,692 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 40,701,692 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,696,061, int:5,631 +Booleans: true:0 (0.0%), false:40,696,061 (100.0%) +Numeric values: 5,631 total +Numeric range: min:1,712,023,530, max:1,714,563,744, avg:1712464776.7 +Numeric std dev: 332369.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 40,701,692/40,701,692 (100.0%) +Types: int:40,701,692 +Numeric values: 40,701,692 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 40,701,692 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 40,701,692/40,701,692 (100.0%) +Types: dict:40,701,692 +Null/Empty: empty_obj:40,701,692 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:0 (0.0%), false:40,701,692 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:1,796,501 (4.4%), false:38,905,191 (95.6%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 40,701,692/40,701,692 (100.0%) +Types: str:40,701,692 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1bsp36y': 1 (0.0%) + '1bsp36z': 1 (0.0%) + '1bsp372': 1 (0.0%) + '1bsp373': 1 (0.0%) + '1bsp374': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:180,920 (0.4%), false:40,520,772 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:32,968,964 (81.0%), false:7,732,728 (19.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:0 (0.0%), false:40,701,692 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:461,796 (1.1%), false:40,239,896 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:14,368,016 (35.3%), false:26,333,676 (64.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:33,178,107 (81.5%), false:7,523,585 (18.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:16,805,825 (41.3%), false:23,895,867 (58.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:1,021,799 (2.5%), false:39,679,893 (97.5%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:40,701,692 +Null/Empty: null:40,701,692 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 40,701,692/40,701,692 (100.0%) +Types: str:39,980,427, NoneType:721,265 +Null/Empty: null:721,265, empty_str:25,899,567 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 542 (0.0%) + '#0079d3': 536 (0.0%) + '#ea0027': 372 (0.0%) + '#ffd635': 337 (0.0%) + '#ff66ac': 298 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:25,175,741, str:15,525,951 +Null/Empty: null:25,175,741, empty_str:11,678,654 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 207 (0.0%) + 'question': 143 (0.0%) + 'male': 84 (0.0%) + 'help': 51 (0.0%) + 'blue': 46 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 40,701,692/40,701,692 (100.0%) +Types: list:40,701,692 +Null/Empty: empty_arr:33,442,649 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:24,343,996, str:16,357,696 +Null/Empty: null:24,343,996, empty_str:1,585 +String length avg: 11.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 64 (0.0%) + 'Question': 60 (0.0%) + 'M4F': 13 (0.0%) + 'MALE': 12 (0.0%) + 'male': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 40,701,692/40,701,692 (100.0%) +Types: str:40,019,551, NoneType:682,141 +Null/Empty: null:682,141 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 33,108,293 (82.7%) + 'light': 6,911,258 (17.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 40,701,692/40,701,692 (100.0%) +Types: str:40,701,692 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 33,556,133 (82.4%) + 'richtext': 7,145,559 (17.6%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:2,205,950 (5.4%), false:38,495,742 (94.6%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:37,477,967, dict:3,223,725 +Null/Empty: null:37,477,967 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 40,701,692/40,701,692 (100.0%) +Types: dict:40,701,692 +Null/Empty: empty_obj:38,491,509 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:605 (0.0%), false:40,701,087 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:40,701,692 +Null/Empty: null:40,701,692 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:40,701,692 +Null/Empty: null:40,701,692 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:40,701,692 +Null/Empty: null:40,701,692 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 40,701,692/40,701,692 (100.0%) +Types: list:40,701,692 +Null/Empty: empty_arr:40,701,692 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 40,701,692/40,701,692 (100.0%) +Types: str:40,701,692 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1bsp36y': 1 (0.0%) + 't3_1bsp36z': 1 (0.0%) + 't3_1bsp372': 1 (0.0%) + 't3_1bsp373': 1 (0.0%) + 't3_1bsp374': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:33,628,743 (82.6%), false:7,072,949 (17.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 40,701,692/40,701,692 (100.0%) +Types: int:40,701,692 +Numeric values: 40,701,692 total +Numeric range: min:0, max:60,490, avg:5.9 +Numeric std dev: 55.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 40,701,692/40,701,692 (100.0%) +Types: int:40,701,692 +Numeric values: 40,701,692 total +Numeric range: min:0, max:301, avg:0.0 +Numeric std dev: 0.4 +Unique numbers tracked: 165 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:40,701,692 +Null/Empty: null:40,701,692 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:19,767,021 (48.6%), false:20,934,671 (51.4%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:25,797,774, str:14,903,918 +Null/Empty: null:25,797,774 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 13,129,273 (88.1%) + 'some_ads': 1,773,568 (11.9%) + 'house_only': 1,074 (0.0%) + 'promo_all': 2 (0.0%) + 'promo_adult_nsfw': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 40,701,692/40,701,692 (100.0%) +Types: str:40,701,692 +String length avg: 67.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/tollywood/comments/1bsp36y/why_do_so_many_movie...': 1 (0.0%) + '/r/Dragonballsuper/comments/1bsp36z/me_hearing_tha...': 1 (0.0%) + '/r/sffpc/comments/1bsp372/fevm_fn60g_25_litre_4060...': 1 (0.0%) + '/r/PreggoPorn/comments/1bsp373/maybe_ill_send_you_...': 1 (0.0%) + '/r/VIPFeet/comments/1bsp374/do_you_like_my_cute_ne...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:0 (0.0%), false:40,701,692 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:25,797,774, int:14,903,918 +Null/Empty: null:25,797,774 +Numeric values: 14,903,918 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 13,129,273 (88.1%) + 7: 1,773,568 (11.9%) + 1: 1,074 (0.0%) + 5: 2 (0.0%) + 3: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:386 (0.0%), false:40,701,306 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:40,685,847, str:15,845 +Null/Empty: null:40,685,847 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 15,845 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:40,701,692 +Null/Empty: null:40,701,692 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:33,182,272, str:7,519,420 +Null/Empty: null:33,182,272 +String length avg: 8.7 +Unique strings tracked: 8 +String values distribution: + 'moderator': 3,219,997 (42.8%) + 'reddit': 2,966,312 (39.4%) + 'automod_filtered': 998,637 (13.3%) + 'deleted': 315,654 (4.2%) + 'content_takedown': 15,395 (0.2%) + 'author': 3,415 (0.0%) + 'community_ops': 6 (0.0%) + 'copyright_takedown': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:40,701,692 +Null/Empty: null:40,701,692 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 40,701,692/40,701,692 (100.0%) +Types: int:40,701,692 +Numeric values: 40,701,692 total +Numeric range: min:1,711,929,614, max:1,714,651,165, avg:1713219469.8 +Numeric std dev: 750785.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:0 (0.0%), false:40,701,692 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 40,701,692/40,701,692 (100.0%) +Types: int:40,701,692 +Numeric values: 40,701,692 total +Numeric range: min:0, max:112,884, avg:31.0 +Numeric std dev: 369.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:37,477,967, dict:3,223,725 +Null/Empty: null:37,477,967 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 40,701,692/40,701,692 (100.0%) +Types: dict:40,701,692 +Null/Empty: empty_obj:38,491,509 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 40,701,692/40,701,692 (100.0%) +Types: str:40,701,692 +Null/Empty: empty_str:24,814,794 +String length avg: 439.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 382 (0.0%) + '[deleted]': 19 (0.0%) + 'If you’re new to the community, introduce yourself...': 7 (0.0%) + '**teatral** translates to **theatrical** + +––––––––...': 4 (0.0%) + 'i feel stupid and useless. i feel like i annoy eve...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:39,095,371 (96.1%), false:1,606,321 (3.9%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:416,311 (1.0%), false:40,285,381 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:92,652 (0.2%), false:40,609,040 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 40,701,692/40,701,692 (100.0%) +Types: str:40,701,692 +String length avg: 12.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Cock_Trib_Place': 22 (0.0%) + 'wichsbros_ostern': 16 (0.0%) + 'JerkOffChat': 13 (0.0%) + 'thoughtnova': 8 (0.0%) + 'slutsofsnapchat': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 40,701,692/40,701,692 (100.0%) +Types: str:40,701,692 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_9hhekz': 22 (0.0%) + 't5_b78n9v': 16 (0.0%) + 't5_5l3176': 13 (0.0%) + 't5_588jc7': 8 (0.0%) + 't5_3brme': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 40,701,692/40,701,692 (100.0%) +Types: str:40,701,692 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/Cock_Trib_Place': 22 (0.0%) + 'r/wichsbros_ostern': 16 (0.0%) + 'r/JerkOffChat': 13 (0.0%) + 'r/thoughtnova': 8 (0.0%) + 'r/slutsofsnapchat': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 40,701,692/40,701,692 (100.0%) +Types: int:40,701,692 +Numeric values: 40,701,692 total +Numeric range: min:-663, max:59,069,563, avg:796387.5 +Numeric std dev: 4031860.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 40,701,692/40,701,692 (100.0%) +Types: str:40,701,692 +String length avg: 6.0 +Unique strings tracked: 4 +String values distribution: + 'public': 37,993,499 (93.3%) + 'user': 1,510,960 (3.7%) + 'restricted': 1,197,232 (2.9%) + 'private': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:33,771,266, str:6,930,426 +Null/Empty: null:33,771,266 +String length avg: 4.7 +Unique strings tracked: 8 +String values distribution: + 'new': 2,083,049 (30.1%) + 'confidence': 1,905,081 (27.5%) + 'qa': 1,539,493 (22.2%) + 'top': 1,006,134 (14.5%) + 'old': 359,771 (5.2%) + 'live': 21,042 (0.3%) + 'controversial': 9,459 (0.1%) + 'random': 6,397 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 40,701,692/40,701,692 (100.0%) +Types: str:40,701,692 +Null/Empty: empty_str:386 +String length avg: 25.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 2,313 (0.0%) + 'self': 1,214 (0.0%) + 'default': 199 (0.0%) + 'spoiler': 25 (0.0%) + 'https://a.thumbs.redditmedia.com/LVEuoZ658F2OIW9PZ...': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 40,701,692/40,701,692 (100.0%) +Types: str:40,701,692 +String length avg: 51.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Would u fuck me yes or no? 🤭': 6 (0.0%) + 'Come suck mommy’s creamy cock til it’s clean': 4 (0.0%) + 'Dark Side Ahsoka Snared by Tentacles (Godwin) [Sta...': 4 (0.0%) + 'Capco is hiring GEN AI - Backend Engineer | Bengal...': 4 (0.0%) + ' [f4m] I'm down to fuck or facetime and sexting hm...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:40,701,692 +Null/Empty: null:40,701,692 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 40,701,692/40,701,692 (100.0%) +Types: int:40,701,692 +Numeric values: 40,701,692 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 40,701,692 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 40,701,692/40,701,692 (100.0%) +Types: list:40,701,692 +Null/Empty: empty_arr:40,701,692 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 40,701,692/40,701,692 (100.0%) +Types: int:40,701,692 +Numeric values: 40,701,692 total +Numeric range: min:0, max:112,884, avg:31.0 +Numeric std dev: 369.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 40,701,692/40,701,692 (100.0%) +Types: int:26,276,983, float:14,424,709 +Numeric values: 40,701,692 total +Numeric range: min:0.01, max:1, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 100 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 40,701,692/40,701,692 (100.0%) +Types: str:40,701,692 +Null/Empty: empty_str:447,012 +String length avg: 63.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://v3.redgifs.com/watch/bulkywiseestuarinecro...': 8 (0.0%) + 'https://www.redgifs.com/watch/immediatestupideleph...': 4 (0.0%) + 'https://www.redgifs.com/watch/floralwhitenarrowcoy...': 2 (0.0%) + 'https://youtu.be/K7wwfoV2uWU?si=5I2M7nmdoUng4bNx': 2 (0.0%) + 'https://i.redd.it/p1gabqyh66rc1.png': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 40,701,692/40,701,692 (100.0%) +Types: list:40,701,692 +Null/Empty: empty_arr:40,701,692 + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:40,701,692 +Null/Empty: null:40,701,692 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 40,701,692/40,701,692 (100.0%) +Types: bool:40,701,692 +Booleans: true:0 (0.0%), false:40,701,692 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:25,797,774, str:14,903,918 +Null/Empty: null:25,797,774 +String length avg: 7.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 13,129,273 (88.1%) + 'some_ads': 1,773,568 (11.9%) + 'house_only': 1,074 (0.0%) + 'promo_all': 2 (0.0%) + 'promo_adult_nsfw': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 40,701,692/40,701,692 (100.0%) +Types: NoneType:25,797,774, int:14,903,918 +Null/Empty: null:25,797,774 +Numeric values: 14,903,918 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 13,129,273 (88.1%) + 7: 1,773,568 (11.9%) + 1: 1,074 (0.0%) + 5: 2 (0.0%) + 3: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 40,701,306/40,701,692 (100.0%) +Types: int:23,187,175, NoneType:17,514,131 +Null/Empty: null:17,514,131 +Numeric values: 23,187,175 total +Numeric range: min:1, max:140, avg:125.0 +Numeric std dev: 25.0 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 40,701,306/40,701,692 (100.0%) +Types: int:23,187,175, NoneType:17,514,131 +Null/Empty: null:17,514,131 +Numeric values: 23,187,175 total +Numeric range: min:1, max:140, avg:139.9 +Numeric std dev: 2.1 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 40,251,686/40,701,692 (98.9%) +Types: list:40,251,686 +Null/Empty: empty_arr:38,786,724 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 40,251,686/40,701,692 (98.9%) +Types: str:40,251,686 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 38,786,724 (96.4%) + 'richtext': 1,464,962 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 40,251,686/40,701,692 (98.9%) +Types: str:40,251,686 +String length avg: 11.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 36 (0.0%) + 't2_ox6r7kz9': 15 (0.0%) + 't2_vocnmkyf': 8 (0.0%) + 't2_najgiwz': 8 (0.0%) + 't2_4xf8w4lg': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 40,251,686/40,701,692 (98.9%) +Types: bool:40,251,686 +Booleans: true:0 (0.0%), false:40,251,686 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 40,251,686/40,701,692 (98.9%) +Types: bool:40,251,686 +Booleans: true:452,999 (1.1%), false:39,798,687 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 23,895,916/40,701,692 (58.7%) +Types: str:23,895,916 +Null/Empty: empty_str:313,675 +String length avg: 44.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://v3.redgifs.com/watch/bulkywiseestuarinecro...': 8 (0.0%) + 'https://www.redgifs.com/watch/immediatestupideleph...': 6 (0.0%) + 'https://www.lenovo.com/ca/en/p/laptops/yoga/yoga-2...': 6 (0.0%) + 'https://youtu.be/K7wwfoV2uWU?si=5I2M7nmdoUng4bNx': 5 (0.0%) + 'https://www.redgifs.com/watch/floralwhitenarrowcoy...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 19,979,358/40,701,692 (49.1%) +Types: str:19,979,358 +String length avg: 5.7 +Unique strings tracked: 7 +String values distribution: + 'image': 13,734,495 (68.7%) + 'link': 2,209,562 (11.1%) + 'rich:video': 2,072,200 (10.4%) + 'hosted:video': 1,014,507 (5.1%) + 'self': 918,136 (4.6%) + 'gallery': 30,116 (0.2%) + 'video': 342 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 19,979,358/40,701,692 (49.1%) +Types: dict:19,979,358 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 15,737,947/40,701,692 (38.7%) +Types: str:15,737,947 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 11 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 8 (0.0%) + '71a39afe-3518-11ee-946a-0285d98940c8': 6 (0.0%) + '73b52200-cc30-11ed-860c-5a6b922ef00a': 5 (0.0%) + 'def72210-ad7c-11ee-abdd-12e6e8f65484': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 4,205,474/40,701,692 (10.3%) +Types: dict:3,674,031, NoneType:531,443 +Null/Empty: null:531,443, empty_obj:2 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 3,746,873/40,701,692 (9.2%) +Types: dict:3,283,447, NoneType:463,426 +Null/Empty: null:463,426 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 3,746,873/40,701,692 (9.2%) +Types: bool:3,746,873 +Booleans: true:3,746,873 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,231,845/40,701,692 (3.0%) +Types: str:1,231,845 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1bsp9pf': 12 (0.0%) + 't3_1bspdw4': 8 (0.0%) + 't3_1bspe06': 8 (0.0%) + 't3_1bspfsd': 8 (0.0%) + 't3_1bry7go': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,231,845/40,701,692 (3.0%) +Types: list:1,231,845 +Null/Empty: empty_arr:2,962 + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 180,920/40,701,692 (0.4%) +Types: NoneType:180,920 +Null/Empty: null:180,920 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 180,920/40,701,692 (0.4%) +Types: NoneType:180,917, list:3 +Null/Empty: null:180,917 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 180,920/40,701,692 (0.4%) +Types: NoneType:170,340, str:10,580 +Null/Empty: null:170,340 +String length avg: 54.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'TD Double Up Credit Card': 90 (0.9%) + 'FedEx': 78 (0.7%) + 'Handball Spezial': 61 (0.6%) + 'Failed meds? Try TMS! Start anew with our non-inva...': 40 (0.4%) + 'INSTANT RECOGNITION': 36 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 180,920/40,701,692 (0.4%) +Types: NoneType:180,920 +Null/Empty: null:180,920 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 180,920/40,701,692 (0.4%) +Types: NoneType:180,920 +Null/Empty: null:180,920 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 180,920/40,701,692 (0.4%) +Types: NoneType:180,920 +Null/Empty: null:180,920 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 180,920/40,701,692 (0.4%) +Types: NoneType:180,920 +Null/Empty: null:180,920 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 180,920/40,701,692 (0.4%) +Types: str:180,919, NoneType:1 +Null/Empty: null:1 +String length avg: 11.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_nymvravcc': 722 (0.4%) + 't2_jj9rwx1': 634 (0.4%) + 't2_25usvnh7': 525 (0.3%) + 't2_jyms1ejh': 459 (0.3%) + 't2_tnk0sxl7': 236 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 180,920/40,701,692 (0.4%) +Types: NoneType:180,920 +Null/Empty: null:180,920 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 180,920/40,701,692 (0.4%) +Types: str:103,825, NoneType:77,095 +Null/Empty: null:77,095 +String length avg: 18.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://dummyimage.com/361x57': 919 (0.9%) + 'apps.apple.com': 233 (0.2%) + 'play.google.com': 209 (0.2%) + 'store.steampowered.com': 175 (0.2%) + 'widener.edu': 116 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 180,920/40,701,692 (0.4%) +Types: NoneType:180,902, str:18 +Null/Empty: null:180,902 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 17 (94.4%) + 'iframe': 1 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 180,920/40,701,692 (0.4%) +Types: NoneType:180,902, str:18 +Null/Empty: null:180,902 +String length avg: 43.3 +Unique strings tracked: 11 +Top 5 string values: + 'https://www.poisonarrowretro.com/collections/swimw...': 4 (22.2%) + 'https://thesculptsociety.com/': 4 (22.2%) + 'https://youtu.be/7wKu13wmHog?si=yJ8vdSF6C96Sntjr': 2 (11.1%) + 'https://youtu.be/7wKu13wmHog?si=sjb2Tp3RAPdNVU0z': 1 (5.6%) + 'https://youtu.be/7wKu13wmHog?si=3DO5XMHbJWDj84kN': 1 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 180,920/40,701,692 (0.4%) +Types: list:180,920 +Null/Empty: empty_arr:180,920 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 180,920/40,701,692 (0.4%) +Types: list:180,920 +Null/Empty: empty_arr:180,920 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 180,920/40,701,692 (0.4%) +Types: str:180,920 +String length avg: 89.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.sanchez-byrd.com/': 402 (0.2%) + 'https://www.widener.edu/earn-mba-your-way?utm_sour...': 116 (0.1%) + 'https://play.google.com/store/apps/details?id=com....': 86 (0.0%) + 'https://apps.apple.com/app/id6449925651': 82 (0.0%) + 'https://www.backmarket.com/en-us/l/iphone-12/4d923...': 42 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 180,920/40,701,692 (0.4%) +Types: NoneType:180,920 +Null/Empty: null:180,920 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 180,920/40,701,692 (0.4%) +Types: NoneType:180,920 +Null/Empty: null:180,920 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 180,920/40,701,692 (0.4%) +Types: bool:180,920 +Booleans: true:0 (0.0%), false:180,920 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 180,920/40,701,692 (0.4%) +Types: bool:180,920 +Booleans: true:0 (0.0%), false:180,920 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 180,920/40,701,692 (0.4%) +Types: str:180,920 +Null/Empty: empty_str:75,409 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/lGPodvphXVy6...': 166 (0.2%) + 'https://reddit-image.s3.amazonaws.com/isw2CbWXsPbY...': 116 (0.1%) + 'https://reddit-image.s3.amazonaws.com/644JwSkOnfur...': 116 (0.1%) + 'https://reddit-image.s3.amazonaws.com/s8TkDCg4LDkE...': 79 (0.1%) + 'https://reddit-image.s3.amazonaws.com/9zZ2ZKB9J87F...': 74 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 180,920/40,701,692 (0.4%) +Types: NoneType:180,920 +Null/Empty: null:180,920 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 180,920/40,701,692 (0.4%) +Types: dict:180,920 +Null/Empty: empty_obj:180,920 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 180,920/40,701,692 (0.4%) +Types: NoneType:180,920 +Null/Empty: null:180,920 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 180,920/40,701,692 (0.4%) +Types: list:180,920 +Null/Empty: empty_arr:180,920 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 180,920/40,701,692 (0.4%) +Types: NoneType:115,043, str:65,877 +Null/Empty: null:115,043 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'PRODUCT': 65,870 (100.0%) + 'SPOTLIGHT_VIDEO': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 180,920/40,701,692 (0.4%) +Types: bool:180,920 +Booleans: true:0 (0.0%), false:180,920 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 180,920/40,701,692 (0.4%) +Types: NoneType:180,920 +Null/Empty: null:180,920 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 180,920/40,701,692 (0.4%) +Types: NoneType:180,920 +Null/Empty: null:180,920 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 180,920/40,701,692 (0.4%) +Types: NoneType:180,920 +Null/Empty: null:180,920 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 180,920/40,701,692 (0.4%) +Types: bool:180,920 +Booleans: true:180,920 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 180,920/40,701,692 (0.4%) +Types: NoneType:180,920 +Null/Empty: null:180,920 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 180,920/40,701,692 (0.4%) +Types: list:180,920 +Null/Empty: empty_arr:180,920 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 180,920/40,701,692 (0.4%) +Types: NoneType:180,920 +Null/Empty: null:180,920 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 180,920/40,701,692 (0.4%) +Types: NoneType:180,920 +Null/Empty: null:180,920 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 157,080/40,701,692 (0.4%) +Types: str:157,080 +String length avg: 8.5 +Unique strings tracked: 15 +Top 5 string values: + 'Shop Now': 80,043 (51.0%) + 'Learn More': 35,771 (22.8%) + 'Download': 8,527 (5.4%) + 'Sign Up': 8,406 (5.4%) + 'Install': 7,939 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 100,227/40,701,692 (0.2%) +Types: bool:100,227 +Booleans: true:100,227 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 89,650/40,701,692 (0.2%) +Types: dict:69,538, NoneType:20,112 +Null/Empty: null:20,112 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 14,966/40,701,692 (0.0%) +Types: str:14,966 +String length avg: 5.6 +Unique strings tracked: 570 +Top 5 string values: + '$1.00': 1,244 (8.3%) + '$0.24': 387 (2.6%) + '$3.96': 179 (1.2%) + '$2.28': 172 (1.1%) + '$2.26': 165 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 5,567/40,701,692 (0.0%) +Types: list:5,567 + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 1/40,701,692 (0.0%) +Types: bool:1 +Booleans: true:0 (0.0%), false:1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 1/40,701,692 (0.0%) +Types: bool:1 +Booleans: true:0 (0.0%), false:1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 1/40,701,692 (0.0%) +Types: bool:1 +Booleans: true:0 (0.0%), false:1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 1/40,701,692 (0.0%) +Types: bool:1 +Booleans: true:0 (0.0%), false:1 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2024-05.jsonl +Analysis Time: 2026-01-15 16:36:53 +================================================================================ +Processed lines: 39,877,545 +Total unique fields: 159 +Max unique values tracked per field: 1,000 +Sample size: 39,877,545 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 39,877,545/39,877,545 (100.0%) +Types: list:39,877,545 +Null/Empty: empty_arr:39,877,545 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:1,638 (0.0%), false:39,875,907 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:39,877,545 +Null/Empty: null:39,877,545 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:39,877,545 +Null/Empty: null:39,877,545 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:0 (0.0%), false:39,877,545 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 39,877,545/39,877,545 (100.0%) +Types: str:39,877,545 +String length avg: 13.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 50 (0.0%) + 'EchoJobs': 14 (0.0%) + '[deleted]': 11 (0.0%) + 'Strong_Tell499': 10 (0.0%) + 'PersonalizedGameRecs': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:36,725,244, str:3,152,301 +Null/Empty: null:36,725,244, empty_str:959,892 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 2,765 (0.1%) + '#dadada': 1,194 (0.1%) + '#ff66ac': 786 (0.0%) + '#ea0027': 660 (0.0%) + '#373c3f': 525 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:38,622,471, str:1,255,074 +Null/Empty: null:38,622,471, empty_str:113,166 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'green': 145 (0.0%) + 'default': 115 (0.0%) + 'verified': 77 (0.0%) + 'team-harmony': 51 (0.0%) + 'tier2': 47 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:37,322,098, str:2,555,447 +Null/Empty: null:37,322,098 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9811a942-f7ec-11e8-ba86-0e2871aefb54': 31 (0.0%) + '1114cdee-6c35-11e9-bf6d-0eff0d163f02': 18 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 16 (0.0%) + '4d48f1aa-6c35-11e9-81f1-0acf30770a48': 15 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:36,831,960, str:3,045,585 +Null/Empty: null:36,831,960, empty_str:160,727 +String length avg: 16.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified': 42 (0.0%) + 'Verified Seller': 24 (0.0%) + 'Layperson/not verified as healthcare professional': 16 (0.0%) + 'Unverified': 11 (0.0%) + 'FC: Trainer name: ': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:36,361,035, str:3,516,510 +Null/Empty: null:36,361,035, empty_str:27,693 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'dark': 2,572,157 (73.7%) + 'light': 916,660 (26.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:0 (0.0%), false:39,877,545 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 39,877,545/39,877,545 (100.0%) +Types: list:39,877,545 +Null/Empty: empty_arr:39,877,545 + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:39,877,545 +Null/Empty: null:39,877,545 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:39,877,545 +Null/Empty: null:39,877,545 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:0 (0.0%), false:39,877,545 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:0 (0.0%), false:39,877,545 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:39,876,706, str:839 +Null/Empty: null:39,876,706 +String length avg: 14.1 +Unique strings tracked: 3 +String values distribution: + 'diy_and_crafts': 814 (97.0%) + 'drawing_and_painting': 17 (2.0%) + 'entertainment': 8 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:0 (0.0%), false:39,877,545 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:39,721,045, list:156,500 +Null/Empty: null:39,721,045 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:17,670 (0.0%), false:39,859,875 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 39,877,545/39,877,545 (100.0%) +Types: int:39,877,545 +Numeric values: 39,877,545 total +Numeric range: min:1,714,521,600, max:1,717,199,999, avg:1715854171.5 +Numeric std dev: 774669.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 39,877,545/39,877,545 (100.0%) +Types: int:39,877,545 +Numeric values: 39,877,545 total +Numeric range: min:1,714,521,600, max:1,717,199,999, avg:1715854171.5 +Numeric std dev: 774669.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:39,877,545 +Null/Empty: null:39,877,545 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:39,813,861, str:63,684 +Null/Empty: null:39,813,861 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 63,562 (99.8%) + 'admin': 122 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 39,877,545/39,877,545 (100.0%) +Types: str:39,877,545 +Null/Empty: empty_str:454,070 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 800 (0.0%) + 'reddit.com': 239 (0.0%) + 'redgifs.com': 60 (0.0%) + 'youtube.com': 37 (0.0%) + 'self.hornykiksexting': 36 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 39,877,545/39,877,545 (100.0%) +Types: int:39,877,545 +Numeric values: 39,877,545 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 39,877,545 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,872,219, int:5,326 +Booleans: true:0 (0.0%), false:39,872,219 (100.0%) +Numeric values: 5,326 total +Numeric range: min:1,714,552,896, max:1,717,258,936, avg:1716344997.5 +Numeric std dev: 545064.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 39,877,545/39,877,545 (100.0%) +Types: int:39,877,545 +Numeric values: 39,877,545 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 39,877,545 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 39,877,545/39,877,545 (100.0%) +Types: dict:39,877,545 +Null/Empty: empty_obj:39,877,545 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:0 (0.0%), false:39,877,545 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:1,341,959 (3.4%), false:38,535,586 (96.6%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 39,877,545/39,877,545 (100.0%) +Types: str:39,877,545 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1ch7wbu': 1 (0.0%) + '1ch7wbx': 1 (0.0%) + '1ch7wby': 1 (0.0%) + '1ch7wbz': 1 (0.0%) + '1ch7wc0': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:180,206 (0.5%), false:39,697,339 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:32,185,492 (80.7%), false:7,692,053 (19.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:0 (0.0%), false:39,877,545 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:410,783 (1.0%), false:39,466,762 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:14,382,164 (36.1%), false:25,495,381 (63.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:32,397,760 (81.2%), false:7,479,785 (18.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:16,264,116 (40.8%), false:23,613,429 (59.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:1,074,953 (2.7%), false:38,802,592 (97.3%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:39,877,545 +Null/Empty: null:39,877,545 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 39,877,545/39,877,545 (100.0%) +Types: str:39,163,897, NoneType:713,648 +Null/Empty: null:713,648, empty_str:24,713,621 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 609 (0.0%) + '#0079d3': 571 (0.0%) + '#ea0027': 419 (0.0%) + '#ffd635': 391 (0.0%) + '#ff66ac': 384 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:23,977,807, str:15,899,738 +Null/Empty: null:23,977,807, empty_str:11,996,152 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 159 (0.0%) + 'question': 131 (0.0%) + 'male': 83 (0.0%) + 'help': 57 (0.0%) + 'xb1': 47 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 39,877,545/39,877,545 (100.0%) +Types: list:39,877,545 +Null/Empty: empty_arr:32,478,581 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:23,150,614, str:16,726,931 +Null/Empty: null:23,150,614, empty_str:1,773 +String length avg: 11.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 83 (0.0%) + 'Question': 58 (0.0%) + 'Casual Chat': 19 (0.0%) + 'M4F': 17 (0.0%) + '4-5 Star Trading': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 39,877,545/39,877,545 (100.0%) +Types: str:39,207,056, NoneType:670,489 +Null/Empty: null:670,489 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 32,110,515 (81.9%) + 'light': 7,096,541 (18.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 39,877,545/39,877,545 (100.0%) +Types: str:39,877,545 +String length avg: 4.7 +Unique strings tracked: 2 +String values distribution: + 'text': 32,519,245 (81.5%) + 'richtext': 7,358,300 (18.5%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:2,281,969 (5.7%), false:37,595,576 (94.3%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:36,725,566, dict:3,151,979 +Null/Empty: null:36,725,566 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 39,877,545/39,877,545 (100.0%) +Types: dict:39,877,545 +Null/Empty: empty_obj:37,814,111 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:697 (0.0%), false:39,876,848 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:39,877,545 +Null/Empty: null:39,877,545 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:39,877,545 +Null/Empty: null:39,877,545 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:39,877,545 +Null/Empty: null:39,877,545 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 39,877,545/39,877,545 (100.0%) +Types: list:39,877,545 +Null/Empty: empty_arr:39,877,545 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 39,877,545/39,877,545 (100.0%) +Types: str:39,877,545 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1ch7wbu': 1 (0.0%) + 't3_1ch7wbx': 1 (0.0%) + 't3_1ch7wby': 1 (0.0%) + 't3_1ch7wbz': 1 (0.0%) + 't3_1ch7wc0': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:32,992,188 (82.7%), false:6,885,357 (17.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 39,877,545/39,877,545 (100.0%) +Types: int:39,877,545 +Numeric values: 39,877,545 total +Numeric range: min:0, max:50,014, avg:6.0 +Numeric std dev: 55.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 39,877,545/39,877,545 (100.0%) +Types: int:39,877,545 +Numeric values: 39,877,545 total +Numeric range: min:0, max:304, avg:0.0 +Numeric std dev: 0.4 +Unique numbers tracked: 151 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:39,877,545 +Null/Empty: null:39,877,545 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:18,441,217 (46.2%), false:21,436,328 (53.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:24,553,949, str:15,323,596 +Null/Empty: null:24,553,949 +String length avg: 7.1 +Unique strings tracked: 4 +String values distribution: + 'all_ads': 13,524,769 (88.3%) + 'some_ads': 1,797,617 (11.7%) + 'house_only': 1,209 (0.0%) + 'promo_adult_nsfw': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 39,877,545/39,877,545 (100.0%) +Types: str:39,877,545 +String length avg: 66.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/relationship_advice/comments/1ch7wbu/why_wont_h...': 1 (0.0%) + '/r/Silksong/comments/1ch7wbx/what_if_silksong_is_m...': 1 (0.0%) + '/r/GreatView/comments/1ch7wby/i_know_a_place_your_...': 1 (0.0%) + '/r/every15min/comments/1ch7wbz/currently_its_april...': 1 (0.0%) + '/r/depression_memes/comments/1ch7wc0/still_gratefu...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:0 (0.0%), false:39,877,545 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:24,553,949, int:15,323,596 +Null/Empty: null:24,553,949 +Numeric values: 15,323,596 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 4 +Numeric values distribution: + 6: 13,524,769 (88.3%) + 7: 1,797,617 (11.7%) + 1: 1,209 (0.0%) + 3: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:1,103 (0.0%), false:39,876,442 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:39,875,261, str:2,284 +Null/Empty: null:39,875,261 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 2,284 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:39,877,545 +Null/Empty: null:39,877,545 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:32,405,908, str:7,471,637 +Null/Empty: null:32,405,908 +String length avg: 8.7 +Unique strings tracked: 8 +String values distribution: + 'moderator': 3,151,226 (42.2%) + 'reddit': 2,970,883 (39.8%) + 'automod_filtered': 1,018,554 (13.6%) + 'deleted': 325,095 (4.4%) + 'author': 3,642 (0.0%) + 'content_takedown': 2,225 (0.0%) + 'community_ops': 10 (0.0%) + 'copyright_takedown': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:39,877,545 +Null/Empty: null:39,877,545 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 39,877,545/39,877,545 (100.0%) +Types: int:39,877,545 +Numeric values: 39,877,545 total +Numeric range: min:1,714,521,616, max:1,717,328,534, avg:1715854253.0 +Numeric std dev: 774720.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:0 (0.0%), false:39,877,545 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 39,877,545/39,877,545 (100.0%) +Types: int:39,877,545 +Numeric values: 39,877,545 total +Numeric range: min:0, max:156,527, avg:31.7 +Numeric std dev: 387.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:36,725,566, dict:3,151,979 +Null/Empty: null:36,725,566 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 39,877,545/39,877,545 (100.0%) +Types: dict:39,877,545 +Null/Empty: empty_obj:37,814,111 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 39,877,545/39,877,545 (100.0%) +Types: str:39,877,545 +Null/Empty: empty_str:23,765,506 +String length avg: 439.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 184 (0.0%) + '[deleted]': 10 (0.0%) + 'If you’re new to the community, introduce yourself...': 5 (0.0%) + 'First timer looking for someone in a similar situa...': 4 (0.0%) + 'Use this thread to promote yourself and/or your wo...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:38,333,842 (96.1%), false:1,543,703 (3.9%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:361,878 (0.9%), false:39,515,667 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:91,175 (0.2%), false:39,786,370 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 39,877,545/39,877,545 (100.0%) +Types: str:39,877,545 +String length avg: 12.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hornykiksexting': 32 (0.0%) + 'PersonalizedGameRecs': 11 (0.0%) + 'GaySnapchatImages': 9 (0.0%) + 'JerkOffChat': 9 (0.0%) + 'wichsbro010524': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 39,877,545/39,877,545 (100.0%) +Types: str:39,877,545 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_8fczys': 32 (0.0%) + 't5_3m9cd': 11 (0.0%) + 't5_2xdxr': 9 (0.0%) + 't5_5l3176': 9 (0.0%) + 't5_bfb31j': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 39,877,545/39,877,545 (100.0%) +Types: str:39,877,545 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/hornykiksexting': 32 (0.0%) + 'r/PersonalizedGameRecs': 11 (0.0%) + 'r/GaySnapchatImages': 9 (0.0%) + 'r/JerkOffChat': 9 (0.0%) + 'r/wichsbro010524': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 39,877,545/39,877,545 (100.0%) +Types: int:39,877,545 +Numeric values: 39,877,545 total +Numeric range: min:-664, max:59,978,936, avg:809104.5 +Numeric std dev: 4041701.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 39,877,545/39,877,545 (100.0%) +Types: str:39,877,545 +String length avg: 6.1 +Unique strings tracked: 3 +String values distribution: + 'public': 37,256,335 (93.4%) + 'user': 1,376,380 (3.5%) + 'restricted': 1,244,830 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:33,039,833, str:6,837,712 +Null/Empty: null:33,039,833 +String length avg: 4.8 +Unique strings tracked: 8 +String values distribution: + 'new': 2,090,693 (30.6%) + 'confidence': 1,947,531 (28.5%) + 'qa': 1,403,471 (20.5%) + 'top': 1,025,250 (15.0%) + 'old': 337,935 (4.9%) + 'live': 15,767 (0.2%) + 'controversial': 10,800 (0.2%) + 'random': 6,265 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 39,877,545/39,877,545 (100.0%) +Types: str:39,877,545 +Null/Empty: empty_str:1,004 +String length avg: 25.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 1,946 (0.0%) + 'self': 1,202 (0.0%) + 'default': 211 (0.0%) + 'image': 21 (0.0%) + 'spoiler': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 39,877,545/39,877,545 (100.0%) +Types: str:39,877,545 +String length avg: 49.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '23F4M': 9 (0.0%) + 'Fuckable? 🥺💕': 4 (0.0%) + '39 m. Any younger guys think they can beat me? Ope...': 3 (0.0%) + 'Anal Ass BDSM Bondage Hardcore Kinky': 3 (0.0%) + 'Catch you trying to take a peep so what should i d...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:39,877,545 +Null/Empty: null:39,877,545 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 39,877,545/39,877,545 (100.0%) +Types: int:39,877,545 +Numeric values: 39,877,545 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 39,877,545 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 39,877,545/39,877,545 (100.0%) +Types: list:39,877,545 +Null/Empty: empty_arr:39,877,545 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 39,877,545/39,877,545 (100.0%) +Types: int:39,877,545 +Numeric values: 39,877,545 total +Numeric range: min:0, max:156,527, avg:31.7 +Numeric std dev: 387.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 39,877,545/39,877,545 (100.0%) +Types: int:25,224,952, float:14,652,593 +Numeric values: 39,877,545 total +Numeric range: min:0, max:1, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 39,877,545/39,877,545 (100.0%) +Types: str:39,877,545 +Null/Empty: empty_str:453,935 +String length avg: 62.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/soupypowerlesselver?...': 3 (0.0%) + 'https://i.redd.it/ywbi3xfsgpxc1.png': 3 (0.0%) + 'https://www.redgifs.com/watch/stimulatingradiantem...': 3 (0.0%) + 'https://hookers-near-me.com/': 2 (0.0%) + 'https://www.youtube.com/watch?v=cRL607L_m3Y': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 39,877,545/39,877,545 (100.0%) +Types: list:39,877,545 +Null/Empty: empty_arr:39,877,545 + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:39,877,545 +Null/Empty: null:39,877,545 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 39,877,545/39,877,545 (100.0%) +Types: bool:39,877,545 +Booleans: true:0 (0.0%), false:39,877,545 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:24,553,949, str:15,323,596 +Null/Empty: null:24,553,949 +String length avg: 7.1 +Unique strings tracked: 4 +String values distribution: + 'all_ads': 13,524,769 (88.3%) + 'some_ads': 1,797,617 (11.7%) + 'house_only': 1,209 (0.0%) + 'promo_adult_nsfw': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 39,877,545/39,877,545 (100.0%) +Types: NoneType:24,553,949, int:15,323,596 +Null/Empty: null:24,553,949 +Numeric values: 15,323,596 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 4 +Numeric values distribution: + 6: 13,524,769 (88.3%) + 7: 1,797,617 (11.7%) + 1: 1,209 (0.0%) + 3: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 39,876,541/39,877,545 (100.0%) +Types: int:22,525,626, NoneType:17,350,915 +Null/Empty: null:17,350,915 +Numeric values: 22,525,626 total +Numeric range: min:1, max:140, avg:124.6 +Numeric std dev: 25.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 39,876,541/39,877,545 (100.0%) +Types: int:22,525,626, NoneType:17,350,915 +Null/Empty: null:17,350,915 +Numeric values: 22,525,626 total +Numeric range: min:1, max:140, avg:139.9 +Numeric std dev: 2.2 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 39,421,233/39,877,545 (98.9%) +Types: list:39,421,233 +Null/Empty: empty_arr:37,885,496 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 39,421,233/39,877,545 (98.9%) +Types: str:39,421,233 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 37,885,496 (96.1%) + 'richtext': 1,535,737 (3.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 39,421,233/39,877,545 (98.9%) +Types: bool:39,421,233 +Booleans: true:0 (0.0%), false:39,421,233 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 39,421,233/39,877,545 (98.9%) +Types: bool:39,421,233 +Booleans: true:708,824 (1.8%), false:38,712,409 (98.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 39,421,219/39,877,545 (98.9%) +Types: str:39,421,219 +String length avg: 11.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 50 (0.0%) + 't2_ox6r7kz9': 14 (0.0%) + 't2_uzlsdxtf': 10 (0.0%) + 't2_58rqc9j': 10 (0.0%) + 't2_jstybjc5': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 38,555,268/39,877,545 (96.7%) +Types: dict:38,555,268 + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 22,107,151/39,877,545 (55.4%) +Types: str:22,107,151 +Null/Empty: empty_str:735,930 +String length avg: 45.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/stimulatingradiantem...': 6 (0.0%) + 'https://i.redd.it/ywbi3xfsgpxc1.png': 4 (0.0%) + 'https://www.redgifs.com/watch/soupypowerlesselver?...': 3 (0.0%) + 'https://hookers-near-me.com/': 2 (0.0%) + 'https://www.youtube.com/watch?v=cRL607L_m3Y': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 19,697,191/39,877,545 (49.4%) +Types: dict:19,697,191 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 19,596,252/39,877,545 (49.1%) +Types: str:19,596,252 +String length avg: 5.7 +Unique strings tracked: 7 +String values distribution: + 'image': 13,519,375 (69.0%) + 'link': 2,174,776 (11.1%) + 'rich:video': 1,925,684 (9.8%) + 'hosted:video': 1,058,725 (5.4%) + 'self': 892,576 (4.6%) + 'gallery': 24,703 (0.1%) + 'video': 413 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 16,108,595/39,877,545 (40.4%) +Types: str:16,108,595 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'e2539d9c-b545-11ed-8aab-d235a94dba51': 14 (0.0%) + '414cb7fe-94ff-11ee-a071-fac012757f5c': 13 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 11 (0.0%) + '50f0eefa-ed1a-11ee-92a3-5e45d189c2ba': 8 (0.0%) + '98b235d8-ad7c-11ee-9e39-2a17cb6c3ae9': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 4,117,363/39,877,545 (10.3%) +Types: dict:3,593,286, NoneType:524,077 +Null/Empty: null:524,077, empty_obj:5 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 3,642,287/39,877,545 (9.1%) +Types: dict:3,193,239, NoneType:449,048 +Null/Empty: null:449,048 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 3,642,287/39,877,545 (9.1%) +Types: bool:3,642,287 +Booleans: true:3,642,287 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,162,526/39,877,545 (2.9%) +Types: str:1,162,526 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1c8h0n6': 66 (0.0%) + 't3_1ch72en': 30 (0.0%) + 't3_1ch8qqm': 23 (0.0%) + 't3_1ch84pf': 10 (0.0%) + 't3_1ch8pot': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,162,526/39,877,545 (2.9%) +Types: list:1,162,526 +Null/Empty: empty_arr:2,986 + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 180,206/39,877,545 (0.5%) +Types: NoneType:180,206 +Null/Empty: null:180,206 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 180,206/39,877,545 (0.5%) +Types: NoneType:180,201, list:5 +Null/Empty: null:180,201 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 180,206/39,877,545 (0.5%) +Types: NoneType:170,041, str:10,165 +Null/Empty: null:170,041 +String length avg: 53.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Resolve incidents faster with Jira Service Managem...': 75 (0.7%) + 'Kraken Pro: Crypto Trading': 70 (0.7%) + 'Get started with Jira Service Management for free': 67 (0.7%) + 'Master Your Flow with MX': 61 (0.6%) + 'Early Access release - save 10% for a limited time...': 58 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 180,206/39,877,545 (0.5%) +Types: NoneType:180,206 +Null/Empty: null:180,206 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 180,206/39,877,545 (0.5%) +Types: NoneType:180,206 +Null/Empty: null:180,206 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 180,206/39,877,545 (0.5%) +Types: NoneType:180,206 +Null/Empty: null:180,206 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 180,206/39,877,545 (0.5%) +Types: NoneType:180,206 +Null/Empty: null:180,206 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 180,206/39,877,545 (0.5%) +Types: str:180,189, NoneType:17 +Null/Empty: null:17 +String length avg: 11.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_jj9rwx1': 2,468 (1.4%) + 't2_12pg61': 2,420 (1.3%) + 't2_qszzbj7d': 1,238 (0.7%) + 't2_fb9wb': 743 (0.4%) + 't2_q7y4x38v': 626 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 180,206/39,877,545 (0.5%) +Types: NoneType:180,206 +Null/Empty: null:180,206 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 180,206/39,877,545 (0.5%) +Types: str:114,034, NoneType:66,172 +Null/Empty: null:66,172 +String length avg: 17.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://dummyimage.com/361x57': 811 (0.7%) + 'iPhone 12': 239 (0.2%) + 'dndbeyond.com': 218 (0.2%) + 'store.steampowered.com': 203 (0.2%) + 'iPhone 13': 189 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 180,206/39,877,545 (0.5%) +Types: NoneType:180,204, str:2 +Null/Empty: null:180,204 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 180,206/39,877,545 (0.5%) +Types: NoneType:180,204, str:2 +Null/Empty: null:180,204 +String length avg: 43.0 +Unique strings tracked: 2 +String values distribution: + 'https://www.youtube.com/watch?v=50XC1EKF1do': 1 (50.0%) + 'https://www.youtube.com/watch?v=W85oD8FEF78': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 180,206/39,877,545 (0.5%) +Types: list:180,206 +Null/Empty: empty_arr:180,206 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 180,206/39,877,545 (0.5%) +Types: list:180,206 +Null/Empty: empty_arr:180,206 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 180,206/39,877,545 (0.5%) +Types: str:180,206 +String length avg: 96.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.sanchez-byrd.com/': 289 (0.2%) + 'https://www.backmarket.com/en-us/l/iphone-12/4d923...': 189 (0.1%) + 'https://reddit.com': 178 (0.1%) + 'https://www.backmarket.de/de-de/l/iphone-se-2020/2...': 100 (0.1%) + 'https://www.backmarket.co.uk/en-gb/l/iphone-se-202...': 98 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 180,206/39,877,545 (0.5%) +Types: NoneType:180,206 +Null/Empty: null:180,206 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 180,206/39,877,545 (0.5%) +Types: NoneType:180,206 +Null/Empty: null:180,206 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 180,206/39,877,545 (0.5%) +Types: bool:180,206 +Booleans: true:0 (0.0%), false:180,206 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 180,206/39,877,545 (0.5%) +Types: bool:180,206 +Booleans: true:0 (0.0%), false:180,206 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 180,206/39,877,545 (0.5%) +Types: str:180,206 +Null/Empty: empty_str:71,429 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/imFs9GqXgUKh...': 169 (0.2%) + 'https://reddit-image.s3.amazonaws.com/lGPodvphXVy6...': 117 (0.1%) + 'https://reddit-image.s3.amazonaws.com/sDHrBhoIUM-e...': 112 (0.1%) + 'https://reddit-image.s3.amazonaws.com/l7Cxx5lgCEM6...': 112 (0.1%) + 'https://reddit-image.s3.amazonaws.com/4ssNOjy5EGyk...': 72 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 180,206/39,877,545 (0.5%) +Types: NoneType:180,206 +Null/Empty: null:180,206 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 180,206/39,877,545 (0.5%) +Types: dict:180,206 +Null/Empty: empty_obj:180,206 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 180,206/39,877,545 (0.5%) +Types: NoneType:180,206 +Null/Empty: null:180,206 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 180,206/39,877,545 (0.5%) +Types: list:180,206 +Null/Empty: empty_arr:180,206 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 180,206/39,877,545 (0.5%) +Types: NoneType:127,045, str:53,161 +Null/Empty: null:127,045 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'PRODUCT': 53,148 (100.0%) + 'SPOTLIGHT_VIDEO': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 180,206/39,877,545 (0.5%) +Types: bool:180,206 +Booleans: true:0 (0.0%), false:180,206 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 180,206/39,877,545 (0.5%) +Types: NoneType:180,206 +Null/Empty: null:180,206 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 180,206/39,877,545 (0.5%) +Types: NoneType:180,206 +Null/Empty: null:180,206 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 180,206/39,877,545 (0.5%) +Types: NoneType:180,206 +Null/Empty: null:180,206 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 180,206/39,877,545 (0.5%) +Types: bool:180,206 +Booleans: true:180,206 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 180,206/39,877,545 (0.5%) +Types: NoneType:180,206 +Null/Empty: null:180,206 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 180,206/39,877,545 (0.5%) +Types: list:180,206 +Null/Empty: empty_arr:180,206 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 180,206/39,877,545 (0.5%) +Types: NoneType:180,206 +Null/Empty: null:180,206 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 180,206/39,877,545 (0.5%) +Types: NoneType:180,206 +Null/Empty: null:180,206 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 154,926/39,877,545 (0.4%) +Types: str:154,926 +String length avg: 8.5 +Unique strings tracked: 15 +Top 5 string values: + 'Shop Now': 70,480 (45.5%) + 'Learn More': 36,135 (23.3%) + 'Sign Up': 9,361 (6.0%) + 'Download': 8,954 (5.8%) + 'Install': 7,951 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 96,970/39,877,545 (0.2%) +Types: bool:96,970 +Booleans: true:96,970 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 83,354/39,877,545 (0.2%) +Types: dict:76,708, NoneType:6,646 +Null/Empty: null:6,646 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 15,140/39,877,545 (0.0%) +Types: str:15,140 +String length avg: 7.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '$0.24': 340 (2.2%) + '$1.00': 197 (1.3%) + '$2.34': 138 (0.9%) + '$0.49': 128 (0.8%) + '$2.29': 110 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 2,410/39,877,545 (0.0%) +Types: list:2,410 + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 3/39,877,545 (0.0%) +Types: bool:3 +Booleans: true:0 (0.0%), false:3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 3/39,877,545 (0.0%) +Types: bool:3 +Booleans: true:0 (0.0%), false:3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 3/39,877,545 (0.0%) +Types: bool:3 +Booleans: true:0 (0.0%), false:3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 3/39,877,545 (0.0%) +Types: bool:3 +Booleans: true:0 (0.0%), false:3 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2024-06.jsonl +Analysis Time: 2026-01-15 18:05:10 +================================================================================ +Processed lines: 38,423,968 +Total unique fields: 155 +Max unique values tracked per field: 1,000 +Sample size: 38,423,968 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 38,423,968/38,423,968 (100.0%) +Types: list:38,423,968 +Null/Empty: empty_arr:38,423,968 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:1,329 (0.0%), false:38,422,639 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:38,423,968 +Null/Empty: null:38,423,968 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:38,423,968 +Null/Empty: null:38,423,968 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:0 (0.0%), false:38,423,968 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 38,423,968/38,423,968 (100.0%) +Types: str:38,423,968 +String length avg: 13.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 49 (0.0%) + 'EchoJobs': 20 (0.0%) + 'GreyShelter': 19 (0.0%) + 'PersonalizedGameRecs': 11 (0.0%) + '[deleted]': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:35,271,318, str:3,152,650 +Null/Empty: null:35,271,318, empty_str:899,721 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 3,189 (0.1%) + '#dadada': 1,114 (0.0%) + '#ff66ac': 808 (0.0%) + '#ea0027': 754 (0.0%) + '#373c3f': 523 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:37,140,212, str:1,283,756 +Null/Empty: null:37,140,212, empty_str:113,503 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'green': 161 (0.0%) + 'default': 95 (0.0%) + 'verified': 84 (0.0%) + 'tier2': 62 (0.0%) + 'team-harmony': 55 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:35,822,027, str:2,601,941 +Null/Empty: null:35,822,027 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6dde4c66-7924-11ee-be2a-46124de7bb46': 40 (0.0%) + '9811a942-f7ec-11e8-ba86-0e2871aefb54': 29 (0.0%) + '1114cdee-6c35-11e9-bf6d-0eff0d163f02': 15 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 13 (0.0%) + 'a31abd3c-bdeb-11ed-bba0-ea089a23eda9': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:35,333,217, str:3,090,751 +Null/Empty: null:35,333,217, empty_str:161,632 +String length avg: 16.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified': 37 (0.0%) + 'Verified Seller': 26 (0.0%) + '∘': 18 (0.0%) + 'Contributor': 13 (0.0%) + 'FC: Trainer name: ': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:34,921,339, str:3,502,629 +Null/Empty: null:34,921,339, empty_str:26,921 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'dark': 2,559,079 (73.6%) + 'light': 916,629 (26.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:0 (0.0%), false:38,423,968 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 38,423,968/38,423,968 (100.0%) +Types: list:38,423,968 +Null/Empty: empty_arr:38,423,968 + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:38,423,968 +Null/Empty: null:38,423,968 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:38,423,968 +Null/Empty: null:38,423,968 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:0 (0.0%), false:38,423,968 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:0 (0.0%), false:38,423,968 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:38,423,152, str:816 +Null/Empty: null:38,423,152 +String length avg: 14.2 +Unique strings tracked: 3 +String values distribution: + 'diy_and_crafts': 786 (96.3%) + 'drawing_and_painting': 24 (2.9%) + 'entertainment': 6 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:0 (0.0%), false:38,423,968 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:38,267,423, list:156,545 +Null/Empty: null:38,267,423 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:18,587 (0.0%), false:38,405,381 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 38,423,968/38,423,968 (100.0%) +Types: int:38,423,968 +Numeric values: 38,423,968 total +Numeric range: min:1,717,200,000, max:1,719,791,999, avg:1718498284.3 +Numeric std dev: 746714.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 38,423,968/38,423,968 (100.0%) +Types: int:38,423,968 +Numeric values: 38,423,968 total +Numeric range: min:1,717,200,000, max:1,719,791,999, avg:1718498284.3 +Numeric std dev: 746714.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:38,423,968 +Null/Empty: null:38,423,968 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:38,367,678, str:56,290 +Null/Empty: null:38,367,678 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 56,225 (99.9%) + 'admin': 65 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 38,423,968/38,423,968 (100.0%) +Types: str:38,423,968 +Null/Empty: empty_str:397,382 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 767 (0.0%) + 'reddit.com': 315 (0.0%) + 'redgifs.com': 66 (0.0%) + 'v.redd.it': 48 (0.0%) + 'echojobs.io': 48 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 38,423,968/38,423,968 (100.0%) +Types: int:38,423,968 +Numeric values: 38,423,968 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 38,423,968 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,272, int:696 +Booleans: true:0 (0.0%), false:38,423,272 (100.0%) +Numeric values: 696 total +Numeric range: min:1,717,229,314, max:1,719,809,257, avg:1717904430.3 +Numeric std dev: 720122.4 +Unique numbers tracked: 687 + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 38,423,968/38,423,968 (100.0%) +Types: int:38,423,968 +Numeric values: 38,423,968 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 38,423,968 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 38,423,968/38,423,968 (100.0%) +Types: dict:38,423,968 +Null/Empty: empty_obj:38,423,968 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:0 (0.0%), false:38,423,968 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:979,280 (2.5%), false:37,444,688 (97.5%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 38,423,968/38,423,968 (100.0%) +Types: str:38,423,968 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1d59xwm': 1 (0.0%) + '1d59xwn': 1 (0.0%) + '1d59xwq': 1 (0.0%) + '1d59xwr': 1 (0.0%) + '1d59xws': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:172,522 (0.4%), false:38,251,446 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:31,138,457 (81.0%), false:7,285,511 (19.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:0 (0.0%), false:38,423,968 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:379,294 (1.0%), false:38,044,674 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:13,747,399 (35.8%), false:24,676,569 (64.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:31,344,439 (81.6%), false:7,079,529 (18.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:15,866,123 (41.3%), false:22,557,845 (58.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:1,032,003 (2.7%), false:37,391,965 (97.3%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:38,423,968 +Null/Empty: null:38,423,968 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 38,423,968/38,423,968 (100.0%) +Types: str:37,743,292, NoneType:680,676 +Null/Empty: null:680,676, empty_str:23,193,104 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 548 (0.0%) + '#0079d3': 521 (0.0%) + '#ea0027': 397 (0.0%) + '#ffd635': 368 (0.0%) + '#7193ff': 291 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:22,454,515, str:15,969,453 +Null/Empty: null:22,454,515, empty_str:12,025,493 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 195 (0.0%) + 'question': 133 (0.0%) + 'male': 86 (0.0%) + 'blue': 57 (0.0%) + 'xb1': 49 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 38,423,968/38,423,968 (100.0%) +Types: list:38,423,968 +Null/Empty: empty_arr:30,871,056 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:21,629,251, str:16,794,717 +Null/Empty: null:21,629,251, empty_str:1,918 +String length avg: 11.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 66 (0.0%) + 'Question': 46 (0.0%) + 'male': 13 (0.0%) + 'Help': 13 (0.0%) + 'M4F': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 38,423,968/38,423,968 (100.0%) +Types: str:37,797,879, NoneType:626,089 +Null/Empty: null:626,089 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 30,542,289 (80.8%) + 'light': 7,255,590 (19.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 38,423,968/38,423,968 (100.0%) +Types: str:38,423,968 +String length avg: 4.8 +Unique strings tracked: 2 +String values distribution: + 'text': 30,871,056 (80.3%) + 'richtext': 7,552,912 (19.7%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:2,254,202 (5.9%), false:36,169,766 (94.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:35,466,958, dict:2,957,010 +Null/Empty: null:35,466,958 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 38,423,968/38,423,968 (100.0%) +Types: dict:38,423,968 +Null/Empty: empty_obj:36,520,788 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:1,288 (0.0%), false:38,422,680 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:38,423,968 +Null/Empty: null:38,423,968 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:38,423,968 +Null/Empty: null:38,423,968 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:38,423,968 +Null/Empty: null:38,423,968 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 38,423,968/38,423,968 (100.0%) +Types: list:38,423,968 +Null/Empty: empty_arr:38,423,968 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 38,423,968/38,423,968 (100.0%) +Types: str:38,423,968 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1d59xwm': 1 (0.0%) + 't3_1d59xwn': 1 (0.0%) + 't3_1d59xwq': 1 (0.0%) + 't3_1d59xwr': 1 (0.0%) + 't3_1d59xws': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:32,112,895 (83.6%), false:6,311,073 (16.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 38,423,968/38,423,968 (100.0%) +Types: int:38,423,968 +Numeric values: 38,423,968 total +Numeric range: min:0, max:54,712, avg:6.2 +Numeric std dev: 56.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 38,423,968/38,423,968 (100.0%) +Types: int:38,423,968 +Numeric values: 38,423,968 total +Numeric range: min:0, max:430, avg:0.0 +Numeric std dev: 0.4 +Unique numbers tracked: 183 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:38,423,968 +Null/Empty: null:38,423,968 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:17,245,280 (44.9%), false:21,178,688 (55.1%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:23,246,505, str:15,177,463 +Null/Empty: null:23,246,505 +String length avg: 7.1 +Unique strings tracked: 3 +String values distribution: + 'all_ads': 13,423,084 (88.4%) + 'some_ads': 1,752,910 (11.5%) + 'house_only': 1,469 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 38,423,968/38,423,968 (100.0%) +Types: str:38,423,968 +String length avg: 66.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/iphone/comments/1d59xwm/lost_phone_found_what_d...': 1 (0.0%) + '/r/JerkOffChat/comments/1d59xwn/m19/': 1 (0.0%) + '/r/dirtyr4r/comments/1d59xwq/m4a_glasgow_looking_f...': 1 (0.0%) + '/r/Michigan__chastity/comments/1d59xwr/f24_clean_a...': 1 (0.0%) + '/r/Hairycelebsreborn2/comments/1d59xws/hairy/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:0 (0.0%), false:38,423,968 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:23,246,505, int:15,177,463 +Null/Empty: null:23,246,505 +Numeric values: 15,177,463 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 13,423,084 (88.4%) + 7: 1,752,910 (11.5%) + 1: 1,469 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:1,233 (0.0%), false:38,422,735 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:38,421,335, str:2,633 +Null/Empty: null:38,421,335 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 2,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:38,423,968 +Null/Empty: null:38,423,968 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:31,347,757, str:7,076,211 +Null/Empty: null:31,347,757 +String length avg: 8.8 +Unique strings tracked: 7 +String values distribution: + 'moderator': 3,127,815 (44.2%) + 'reddit': 2,668,642 (37.7%) + 'automod_filtered': 1,003,289 (14.2%) + 'deleted': 270,534 (3.8%) + 'author': 3,340 (0.0%) + 'content_takedown': 2,590 (0.0%) + 'copyright_takedown': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:38,423,968 +Null/Empty: null:38,423,968 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 38,423,968/38,423,968 (100.0%) +Types: int:38,423,968 +Numeric values: 38,423,968 total +Numeric range: min:1,717,200,016, max:1,719,921,336, avg:1718498370.5 +Numeric std dev: 746649.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:0 (0.0%), false:38,423,968 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 38,423,968/38,423,968 (100.0%) +Types: int:38,423,968 +Numeric values: 38,423,968 total +Numeric range: min:0, max:198,728, avg:32.0 +Numeric std dev: 399.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:35,466,958, dict:2,957,010 +Null/Empty: null:35,466,958 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 38,423,968/38,423,968 (100.0%) +Types: dict:38,423,968 +Null/Empty: empty_obj:36,520,788 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 38,423,968/38,423,968 (100.0%) +Types: str:38,423,968 +Null/Empty: empty_str:22,240,674 +String length avg: 435.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 191 (0.0%) + '[deleted]': 15 (0.0%) + '.': 5 (0.0%) + 'If you’re new to the community, introduce yourself...': 5 (0.0%) + '**figura** translates to **figure** + +–––––––––––– +...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:37,163,325 (96.7%), false:1,260,643 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:372,561 (1.0%), false:38,051,407 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:87,956 (0.2%), false:38,336,012 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 38,423,968/38,423,968 (100.0%) +Types: str:38,423,968 +String length avg: 11.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'jerkbudsykthedeal': 18 (0.0%) + 'GaySnapchatShare': 13 (0.0%) + 'GaySnapchatImages': 12 (0.0%) + 'PersonalizedGameRecs': 11 (0.0%) + 'wichsbros6767': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 38,423,968/38,423,968 (100.0%) +Types: str:38,423,968 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_bk95tt': 18 (0.0%) + 't5_32ulkj': 13 (0.0%) + 't5_2xdxr': 12 (0.0%) + 't5_3m9cd': 11 (0.0%) + 't5_bl0zq6': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 38,423,968/38,423,968 (100.0%) +Types: str:38,423,968 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/jerkbudsykthedeal': 18 (0.0%) + 'r/GaySnapchatShare': 13 (0.0%) + 'r/GaySnapchatImages': 12 (0.0%) + 'r/PersonalizedGameRecs': 11 (0.0%) + 'r/wichsbros6767': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 38,423,968/38,423,968 (100.0%) +Types: int:38,423,968 +Numeric values: 38,423,968 total +Numeric range: min:-664, max:60,903,001, avg:852029.8 +Numeric std dev: 4200043.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 38,423,968/38,423,968 (100.0%) +Types: str:38,423,968 +String length avg: 6.0 +Unique strings tracked: 3 +String values distribution: + 'public': 35,951,825 (93.6%) + 'user': 1,367,405 (3.6%) + 'restricted': 1,104,738 (2.9%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:31,764,339, str:6,659,629 +Null/Empty: null:31,764,339 +String length avg: 4.8 +Unique strings tracked: 8 +String values distribution: + 'new': 2,053,268 (30.8%) + 'confidence': 1,849,987 (27.8%) + 'qa': 1,399,367 (21.0%) + 'top': 985,475 (14.8%) + 'old': 339,239 (5.1%) + 'live': 13,969 (0.2%) + 'controversial': 12,044 (0.2%) + 'random': 6,280 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 38,423,968/38,423,968 (100.0%) +Types: str:38,423,967, NoneType:1 +Null/Empty: null:1, empty_str:1,049 +String length avg: 26.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 1,921 (0.0%) + 'self': 1,248 (0.0%) + 'default': 295 (0.0%) + 'image': 24 (0.0%) + 'spoiler': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 38,423,968/38,423,968 (100.0%) +Types: str:38,423,968 +String length avg: 48.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'telegram me daddy👅sadie_portsman😈I can verify I’m ...': 5 (0.0%) + 'never surrender PRESS CONFERENCE': 5 (0.0%) + 'F22 down to fuck♨️or Sext and FaceTime I swallow a...': 5 (0.0%) + 'Ask Anything Thread': 4 (0.0%) + 'F24 clean and safe damn wet 🖲️horny ready to get c...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:38,423,968 +Null/Empty: null:38,423,968 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 38,423,968/38,423,968 (100.0%) +Types: int:38,423,968 +Numeric values: 38,423,968 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 38,423,968 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 38,423,968/38,423,968 (100.0%) +Types: list:38,423,968 +Null/Empty: empty_arr:38,423,968 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 38,423,968/38,423,968 (100.0%) +Types: int:38,423,968 +Numeric values: 38,423,968 total +Numeric range: min:0, max:198,728, avg:32.0 +Numeric std dev: 399.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 38,423,968/38,423,968 (100.0%) +Types: int:24,055,672, float:14,368,296 +Numeric values: 38,423,968 total +Numeric range: min:0, max:1, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 38,423,968/38,423,968 (100.0%) +Types: str:38,423,968 +Null/Empty: empty_str:397,364 +String length avg: 62.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://youtu.be/MkKCAtCF3po?si=g-VEYbgMmU50xGR': 5 (0.0%) + 'https://www.reddit.com/gallery/1d59x4v': 3 (0.0%) + 'https://joinfambase.com/invite?c=Jmy6r2d7': 3 (0.0%) + 'https://i.redd.it/oirx66t8pu3d1.jpeg': 2 (0.0%) + 'https://youtu.be/3OKQrUeDps0': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 38,423,968/38,423,968 (100.0%) +Types: list:38,423,968 +Null/Empty: empty_arr:38,423,968 + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:38,423,968 +Null/Empty: null:38,423,968 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 38,423,968/38,423,968 (100.0%) +Types: bool:38,423,968 +Booleans: true:0 (0.0%), false:38,423,968 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:23,246,505, str:15,177,463 +Null/Empty: null:23,246,505 +String length avg: 7.1 +Unique strings tracked: 3 +String values distribution: + 'all_ads': 13,423,084 (88.4%) + 'some_ads': 1,752,910 (11.5%) + 'house_only': 1,469 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 38,423,968/38,423,968 (100.0%) +Types: NoneType:23,246,505, int:15,177,463 +Null/Empty: null:23,246,505 +Numeric values: 15,177,463 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 13,423,084 (88.4%) + 7: 1,752,910 (11.5%) + 1: 1,469 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 38,422,918/38,423,968 (100.0%) +Types: int:21,564,253, NoneType:16,858,665 +Null/Empty: null:16,858,665 +Numeric values: 21,564,253 total +Numeric range: min:1, max:140, avg:125.1 +Numeric std dev: 25.0 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 38,422,918/38,423,968 (100.0%) +Types: int:21,564,253, NoneType:16,858,665 +Null/Empty: null:16,858,665 +Numeric values: 21,564,253 total +Numeric range: min:1, max:140, avg:139.9 +Numeric std dev: 2.1 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 38,025,932/38,423,968 (99.0%) +Types: list:38,025,932 +Null/Empty: empty_arr:36,411,672 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 38,025,932/38,423,968 (99.0%) +Types: str:38,025,932 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 36,411,672 (95.8%) + 'richtext': 1,614,260 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 38,025,932/38,423,968 (99.0%) +Types: bool:38,025,932 +Booleans: true:0 (0.0%), false:38,025,932 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 38,025,932/38,423,968 (99.0%) +Types: bool:38,025,932 +Booleans: true:410,646 (1.1%), false:37,615,286 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 38,025,912/38,423,968 (99.0%) +Types: str:38,025,912 +String length avg: 11.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 49 (0.0%) + 't2_ox6r7kz9': 20 (0.0%) + 't2_v1r5z65j': 19 (0.0%) + 't2_58rqc9j': 11 (0.0%) + 't2_dcougi69b': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 37,451,985/38,423,968 (97.5%) +Types: dict:37,451,985 + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 20,179,261/38,423,968 (52.5%) +Types: str:20,179,261 +Null/Empty: empty_str:905,574 +String length avg: 44.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit.com': 23 (0.0%) + 'https://www.backmarket.com/en-us/l/apple-iphones/1...': 18 (0.0%) + 'https://joinfambase.com/invite?c=Jmy6r2d7': 6 (0.0%) + 'https://youtu.be/MkKCAtCF3po?si=g-VEYbgMmU50xGR': 5 (0.0%) + 'https://www.backmarket.com/en-us/l/iphone-12/4d923...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 18,480,128/38,423,968 (48.1%) +Types: dict:18,480,128 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 18,377,404/38,423,968 (47.8%) +Types: str:18,377,404 +String length avg: 5.7 +Unique strings tracked: 7 +String values distribution: + 'image': 12,928,707 (70.4%) + 'link': 1,811,383 (9.9%) + 'rich:video': 1,799,825 (9.8%) + 'hosted:video': 1,015,213 (5.5%) + 'self': 802,752 (4.4%) + 'gallery': 19,132 (0.1%) + 'video': 392 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 16,205,774/38,423,968 (42.2%) +Types: str:16,205,774 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'd897238a-545a-11eb-8db1-0e23163a9deb': 10 (0.0%) + '905d3a3e-ad3e-11ed-afc4-ea7eaf7b4800': 9 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 9 (0.0%) + 'eb9d9b8c-b545-11ed-b56e-ca9c50000bd6': 8 (0.0%) + 'ee516250-b545-11ed-b093-f6bc2f4a00b1': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 4,270,902/38,423,968 (11.1%) +Types: dict:3,729,920, NoneType:540,982 +Null/Empty: null:540,982, empty_obj:9 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 3,791,717/38,423,968 (9.9%) +Types: dict:3,327,423, NoneType:464,294 +Null/Empty: null:464,294 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 3,791,717/38,423,968 (9.9%) +Types: bool:3,791,717 +Booleans: true:3,791,717 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,128,438/38,423,968 (2.9%) +Types: str:1,128,438 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1d5aomc': 53 (0.0%) + 't3_1d53q2e': 20 (0.0%) + 't3_1d3f5na': 11 (0.0%) + 't3_1d5ammc': 10 (0.0%) + 't3_1d5auua': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,128,438/38,423,968 (2.9%) +Types: list:1,128,438 +Null/Empty: empty_arr:2,228 + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 172,522/38,423,968 (0.4%) +Types: NoneType:172,522 +Null/Empty: null:172,522 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 172,522/38,423,968 (0.4%) +Types: NoneType:172,519, list:3 +Null/Empty: null:172,519 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 172,522/38,423,968 (0.4%) +Types: NoneType:161,902, str:10,620 +Null/Empty: null:161,902 +String length avg: 63.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'See comments for more details.': 208 (2.0%) + 'Prescribing Info: www.simparicatriopi.com': 48 (0.5%) + 'Read [Important Safety Information](https://www.mi...': 47 (0.4%) + 'Annual fee applies. Terms apply. 18+ Subject to ap...': 42 (0.4%) + 'Find and combine pensions - Capital at risk': 40 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 172,522/38,423,968 (0.4%) +Types: NoneType:172,522 +Null/Empty: null:172,522 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 172,522/38,423,968 (0.4%) +Types: NoneType:172,522 +Null/Empty: null:172,522 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 172,522/38,423,968 (0.4%) +Types: NoneType:172,522 +Null/Empty: null:172,522 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 172,522/38,423,968 (0.4%) +Types: NoneType:172,522 +Null/Empty: null:172,522 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 172,522/38,423,968 (0.4%) +Types: str:172,510, NoneType:12 +Null/Empty: null:12 +String length avg: 11.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_jj9rwx1': 1,914 (1.1%) + 't2_nymvravcc': 852 (0.5%) + 't2_jyms1ejh': 305 (0.2%) + 't2_tnjwypik': 285 (0.2%) + 't2_tnk0sxl7': 285 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 172,522/38,423,968 (0.4%) +Types: NoneType:172,522 +Null/Empty: null:172,522 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 172,522/38,423,968 (0.4%) +Types: str:114,096, NoneType:58,426 +Null/Empty: null:58,426 +String length avg: 17.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://dummyimage.com/361x57': 1,506 (1.3%) + 'store.steampowered.com': 231 (0.2%) + 'apps.apple.com': 222 (0.2%) + 'iPhone 12': 188 (0.2%) + 'iPhone 13': 170 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 172,522/38,423,968 (0.4%) +Types: NoneType:172,520, str:2 +Null/Empty: null:172,520 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'iframe': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 172,522/38,423,968 (0.4%) +Types: NoneType:172,520, str:2 +Null/Empty: null:172,520 +String length avg: 63.0 +Unique strings tracked: 1 +String values distribution: + 'https://sh.reddit.com/svc/shreddit/page/ads-rbl-su...': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 172,522/38,423,968 (0.4%) +Types: list:172,522 +Null/Empty: empty_arr:172,522 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 172,522/38,423,968 (0.4%) +Types: list:172,522 +Null/Empty: empty_arr:172,522 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 172,522/38,423,968 (0.4%) +Types: str:172,522 +String length avg: 94.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.sanchez-byrd.com/': 513 (0.3%) + 'https://www.backmarket.com/en-us/l/iphone-12/4d923...': 165 (0.1%) + 'https://reddit.com': 145 (0.1%) + 'https://www.backmarket.fr/fr-fr/l/ipads/6053d9e8-2...': 92 (0.1%) + 'https://www.backmarket.fr/fr-fr/l/iphone-se-2020s/...': 74 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 172,522/38,423,968 (0.4%) +Types: NoneType:172,522 +Null/Empty: null:172,522 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 172,522/38,423,968 (0.4%) +Types: NoneType:172,522 +Null/Empty: null:172,522 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 172,522/38,423,968 (0.4%) +Types: bool:172,522 +Booleans: true:0 (0.0%), false:172,522 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 172,522/38,423,968 (0.4%) +Types: bool:172,522 +Booleans: true:0 (0.0%), false:172,522 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 172,522/38,423,968 (0.4%) +Types: str:172,522 +Null/Empty: empty_str:72,078 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/lGPodvphXVy6...': 386 (0.4%) + 'https://reddit-image.s3.amazonaws.com/TRDaFCT0gA3N...': 128 (0.1%) + 'https://reddit-image.s3.amazonaws.com/4sTa1nZ3eLPV...': 112 (0.1%) + 'https://reddit-image.s3.amazonaws.com/L0nXX8j86coV...': 103 (0.1%) + 'https://reddit-image.s3.amazonaws.com/nEP1ainNetr9...': 94 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 172,522/38,423,968 (0.4%) +Types: NoneType:172,522 +Null/Empty: null:172,522 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 172,522/38,423,968 (0.4%) +Types: dict:172,522 +Null/Empty: empty_obj:172,522 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 172,522/38,423,968 (0.4%) +Types: NoneType:172,522 +Null/Empty: null:172,522 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 172,522/38,423,968 (0.4%) +Types: list:172,522 +Null/Empty: empty_arr:172,522 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 172,522/38,423,968 (0.4%) +Types: NoneType:135,481, str:37,041 +Null/Empty: null:135,481 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'PRODUCT': 37,031 (100.0%) + 'SPOTLIGHT_VIDEO': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 172,522/38,423,968 (0.4%) +Types: bool:172,522 +Booleans: true:0 (0.0%), false:172,522 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 172,522/38,423,968 (0.4%) +Types: NoneType:172,522 +Null/Empty: null:172,522 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 172,522/38,423,968 (0.4%) +Types: NoneType:172,522 +Null/Empty: null:172,522 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 172,522/38,423,968 (0.4%) +Types: NoneType:172,522 +Null/Empty: null:172,522 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 172,522/38,423,968 (0.4%) +Types: bool:172,522 +Booleans: true:172,522 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 172,522/38,423,968 (0.4%) +Types: NoneType:172,522 +Null/Empty: null:172,522 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 172,522/38,423,968 (0.4%) +Types: list:172,522 +Null/Empty: empty_arr:172,522 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 172,522/38,423,968 (0.4%) +Types: NoneType:172,522 +Null/Empty: null:172,522 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 172,522/38,423,968 (0.4%) +Types: NoneType:172,522 +Null/Empty: null:172,522 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 138,100/38,423,968 (0.4%) +Types: str:138,100 +String length avg: 8.6 +Unique strings tracked: 15 +Top 5 string values: + 'Shop Now': 53,934 (39.1%) + 'Learn More': 38,379 (27.8%) + 'Sign Up': 9,440 (6.8%) + 'Download': 8,550 (6.2%) + 'Install': 7,515 (5.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 105,193/38,423,968 (0.3%) +Types: bool:105,193 +Booleans: true:105,193 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 76,275/38,423,968 (0.2%) +Types: dict:70,234, NoneType:6,041 +Null/Empty: null:6,041 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 13,183/38,423,968 (0.0%) +Types: str:13,183 +String length avg: 7.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '$16.50': 397 (3.0%) + '$100.00': 90 (0.7%) + '$479.00': 89 (0.7%) + '$299.00': 85 (0.6%) + '$24.99': 78 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: unrepliable_reason Occurrence: 5/38,423,968 (0.0%) +Types: str:5 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'BLOCK': 5 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2024-07.jsonl +Analysis Time: 2026-01-15 19:39:29 +================================================================================ +Processed lines: 40,924,291 +Total unique fields: 160 +Max unique values tracked per field: 1,000 +Sample size: 40,924,291 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 40,924,291/40,924,291 (100.0%) +Types: list:40,924,291 +Null/Empty: empty_arr:40,924,291 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:1,752 (0.0%), false:40,922,539 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:40,924,291 +Null/Empty: null:40,924,291 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:40,924,291 +Null/Empty: null:40,924,291 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:0 (0.0%), false:40,924,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 40,924,291/40,924,291 (100.0%) +Types: str:40,924,291 +String length avg: 13.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 61 (0.0%) + 'PersonalizedGameRecs': 9 (0.0%) + 'YoungChaos88': 8 (0.0%) + 'ExtremeGreat2894': 7 (0.0%) + '[deleted]': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:37,480,905, str:3,443,386 +Null/Empty: null:37,480,905, empty_str:1,061,162 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 3,224 (0.1%) + '#dadada': 1,283 (0.1%) + '#55a630': 1,025 (0.0%) + '#ff66ac': 733 (0.0%) + '#ea0027': 713 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:39,482,524, str:1,441,767 +Null/Empty: null:39,482,524, empty_str:120,888 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'green': 529 (0.0%) + 'tier2': 97 (0.0%) + 'default': 90 (0.0%) + 'team-harmony': 80 (0.0%) + 'unv': 68 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:38,182,955, str:2,741,336 +Null/Empty: null:38,182,955 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9811a942-f7ec-11e8-ba86-0e2871aefb54': 80 (0.0%) + '6dde4c66-7924-11ee-be2a-46124de7bb46': 31 (0.0%) + '1114cdee-6c35-11e9-bf6d-0eff0d163f02': 18 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 18 (0.0%) + 'd2f7f62c-9a84-11ec-9332-4628d30401a0': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:37,584,515, str:3,339,776 +Null/Empty: null:37,584,515, empty_str:168,222 +String length avg: 16.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified Seller': 26 (0.0%) + 'Verified': 25 (0.0%) + '∘': 19 (0.0%) + 'FC: Trainer name: ': 16 (0.0%) + 'Contributor': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:37,120,593, str:3,803,698 +Null/Empty: null:37,120,593, empty_str:28,151 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'dark': 2,825,613 (74.8%) + 'light': 949,934 (25.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:0 (0.0%), false:40,924,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 40,924,291/40,924,291 (100.0%) +Types: list:40,924,291 +Null/Empty: empty_arr:40,924,291 + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:40,924,291 +Null/Empty: null:40,924,291 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:40,924,291 +Null/Empty: null:40,924,291 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:0 (0.0%), false:40,924,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:0 (0.0%), false:40,924,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:40,923,466, str:825 +Null/Empty: null:40,923,466 +String length avg: 14.2 +Unique strings tracked: 4 +String values distribution: + 'diy_and_crafts': 783 (94.9%) + 'drawing_and_painting': 30 (3.6%) + 'entertainment': 11 (1.3%) + 'photography': 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:0 (0.0%), false:40,924,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:40,750,744, list:173,547 +Null/Empty: null:40,750,744 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:20,130 (0.0%), false:40,904,161 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 40,924,291/40,924,291 (100.0%) +Types: int:40,924,291 +Numeric values: 40,924,291 total +Numeric range: min:1,719,792,000, max:1,722,470,399, avg:1721140089.4 +Numeric std dev: 773254.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 40,924,291/40,924,291 (100.0%) +Types: int:40,924,291 +Numeric values: 40,924,291 total +Numeric range: min:1,719,792,000, max:1,722,470,399, avg:1721140089.4 +Numeric std dev: 773254.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:40,924,291 +Null/Empty: null:40,924,291 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:40,867,316, str:56,975 +Null/Empty: null:40,867,316 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 56,889 (99.8%) + 'admin': 86 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 40,924,291/40,924,291 (100.0%) +Types: str:40,924,291 +Null/Empty: empty_str:450,676 +String length avg: 13.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 759 (0.0%) + 'reddit.com': 292 (0.0%) + 'redgifs.com': 96 (0.0%) + 'v.redd.it': 43 (0.0%) + 'self.JerkOffCorner': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 40,924,291/40,924,291 (100.0%) +Types: int:40,924,291 +Numeric values: 40,924,291 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 40,924,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,922,833, int:1,458 +Booleans: true:0 (0.0%), false:40,922,833 (100.0%) +Numeric values: 1,458 total +Numeric range: min:1,719,812,293, max:1,722,490,670, avg:1720758800.6 +Numeric std dev: 485312.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 40,924,291/40,924,291 (100.0%) +Types: int:40,924,291 +Numeric values: 40,924,291 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 40,924,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 40,924,291/40,924,291 (100.0%) +Types: dict:40,924,291 +Null/Empty: empty_obj:40,924,291 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:0 (0.0%), false:40,924,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:840,583 (2.1%), false:40,083,708 (97.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 40,924,291/40,924,291 (100.0%) +Types: str:40,924,291 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1dsfbj6': 1 (0.0%) + '1dsfbj7': 1 (0.0%) + '1dsfbja': 1 (0.0%) + '1dsfbjc': 1 (0.0%) + '1dsfbje': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:181,559 (0.4%), false:40,742,732 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:33,112,466 (80.9%), false:7,811,825 (19.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:0 (0.0%), false:40,924,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:424,062 (1.0%), false:40,500,229 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:15,105,421 (36.9%), false:25,818,870 (63.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:33,326,961 (81.4%), false:7,597,330 (18.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:16,606,793 (40.6%), false:24,317,498 (59.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:1,103,765 (2.7%), false:39,820,526 (97.3%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:40,924,291 +Null/Empty: null:40,924,291 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 40,924,291/40,924,291 (100.0%) +Types: str:40,193,587, NoneType:730,704 +Null/Empty: null:730,704, empty_str:24,741,036 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 592 (0.0%) + '#0079d3': 484 (0.0%) + '#ea0027': 435 (0.0%) + '#ffd635': 403 (0.0%) + '#ff66ac': 367 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:24,001,473, str:16,922,818 +Null/Empty: null:24,001,473, empty_str:12,639,845 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 167 (0.0%) + 'question': 135 (0.0%) + 'xb1': 106 (0.0%) + 'male': 92 (0.0%) + 'ps4': 71 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 40,924,291/40,924,291 (100.0%) +Types: list:40,924,291 +Null/Empty: empty_arr:32,995,790 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:23,119,164, str:17,805,127 +Null/Empty: null:23,119,164, empty_str:2,078 +String length avg: 11.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 60 (0.0%) + 'Question': 49 (0.0%) + 'Megathread': 16 (0.0%) + 'M4F': 14 (0.0%) + 'A4A': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 40,924,291/40,924,291 (100.0%) +Types: str:40,245,808, NoneType:678,483 +Null/Empty: null:678,483 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 32,455,225 (80.6%) + 'light': 7,790,583 (19.4%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 40,924,291/40,924,291 (100.0%) +Types: str:40,924,291 +String length avg: 4.8 +Unique strings tracked: 2 +String values distribution: + 'text': 32,995,790 (80.6%) + 'richtext': 7,928,501 (19.4%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:2,291,385 (5.6%), false:38,632,906 (94.4%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:37,712,172, dict:3,212,119 +Null/Empty: null:37,712,172 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 40,924,291/40,924,291 (100.0%) +Types: dict:40,924,291 +Null/Empty: empty_obj:38,835,109 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:1,106 (0.0%), false:40,923,185 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:40,924,291 +Null/Empty: null:40,924,291 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:40,924,291 +Null/Empty: null:40,924,291 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:40,924,291 +Null/Empty: null:40,924,291 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 40,924,291/40,924,291 (100.0%) +Types: list:40,924,291 +Null/Empty: empty_arr:40,924,291 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 40,924,291/40,924,291 (100.0%) +Types: str:40,924,291 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1dsfbj6': 1 (0.0%) + 't3_1dsfbj7': 1 (0.0%) + 't3_1dsfbja': 1 (0.0%) + 't3_1dsfbjc': 1 (0.0%) + 't3_1dsfbje': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:34,193,138 (83.6%), false:6,731,153 (16.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 40,924,291/40,924,291 (100.0%) +Types: int:40,924,291 +Numeric values: 40,924,291 total +Numeric range: min:0, max:36,917, avg:6.2 +Numeric std dev: 56.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 40,924,291/40,924,291 (100.0%) +Types: int:40,924,291 +Numeric values: 40,924,291 total +Numeric range: min:0, max:669, avg:0.0 +Numeric std dev: 0.5 +Unique numbers tracked: 176 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:40,924,291 +Null/Empty: null:40,924,291 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:18,343,160 (44.8%), false:22,581,131 (55.2%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:24,702,645, str:16,221,646 +Null/Empty: null:24,702,645 +String length avg: 7.1 +Unique strings tracked: 3 +String values distribution: + 'all_ads': 14,307,365 (88.2%) + 'some_ads': 1,912,941 (11.8%) + 'house_only': 1,340 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 40,924,291/40,924,291 (100.0%) +Types: str:40,924,291 +String length avg: 66.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/RWBYcritics/comments/1dsfbj6/is_he_a_better_big...': 1 (0.0%) + '/r/microbiology/comments/1dsfbj7/anybody_know_who_...': 1 (0.0%) + '/r/every15min/comments/1dsfbja/currently_its_june_...': 1 (0.0%) + '/r/minnesota/comments/1dsfbjc/flooded_mn_river_in_...': 1 (0.0%) + '/r/KingCrimson/comments/1dsfbje/4_good_finds/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:0 (0.0%), false:40,924,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:24,702,645, int:16,221,646 +Null/Empty: null:24,702,645 +Numeric values: 16,221,646 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 14,307,365 (88.2%) + 7: 1,912,941 (11.8%) + 1: 1,340 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:1,354 (0.0%), false:40,922,937 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:40,921,574, str:2,717 +Null/Empty: null:40,921,574 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 2,717 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:40,924,291 +Null/Empty: null:40,924,291 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:33,331,548, str:7,592,743 +Null/Empty: null:33,331,548 +String length avg: 8.7 +Unique strings tracked: 7 +String values distribution: + 'moderator': 3,319,310 (43.7%) + 'reddit': 2,926,658 (38.5%) + 'automod_filtered': 1,034,674 (13.6%) + 'deleted': 306,011 (4.0%) + 'author': 3,425 (0.0%) + 'content_takedown': 2,656 (0.0%) + 'copyright_takedown': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:40,924,291 +Null/Empty: null:40,924,291 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 40,924,291/40,924,291 (100.0%) +Types: int:40,924,291 +Numeric values: 40,924,291 total +Numeric range: min:1,719,792,013, max:1,722,599,319, avg:1721140124.6 +Numeric std dev: 773253.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:0 (0.0%), false:40,924,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 40,924,291/40,924,291 (100.0%) +Types: int:40,924,291 +Numeric values: 40,924,291 total +Numeric range: min:0, max:266,230, avg:33.2 +Numeric std dev: 447.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:37,712,172, dict:3,212,119 +Null/Empty: null:37,712,172 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 40,924,291/40,924,291 (100.0%) +Types: dict:40,924,291 +Null/Empty: empty_obj:38,835,109 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 40,924,291/40,924,291 (100.0%) +Types: str:40,924,291 +Null/Empty: empty_str:23,863,596 +String length avg: 433.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 156 (0.0%) + '[deleted]': 12 (0.0%) + 'If you’re new to the community, introduce yourself...': 6 (0.0%) + 'Dragon Ball Sparking Zero Official Release Date An...': 5 (0.0%) + 'All alone on my bed. Touching my wet boo': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:39,648,715 (96.9%), false:1,275,576 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:381,586 (0.9%), false:40,542,705 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:92,711 (0.2%), false:40,831,580 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 40,924,291/40,924,291 (100.0%) +Types: str:40,924,291 +String length avg: 11.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'JerkOffCorner': 18 (0.0%) + 'GaySnapchatShare': 12 (0.0%) + 'GaySnapchatImages': 9 (0.0%) + 'PersonalizedGameRecs': 9 (0.0%) + 'furryrp': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 40,924,291/40,924,291 (100.0%) +Types: str:40,924,291 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_aaytg9': 18 (0.0%) + 't5_32ulkj': 12 (0.0%) + 't5_2xdxr': 9 (0.0%) + 't5_3m9cd': 9 (0.0%) + 't5_2w2as': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 40,924,291/40,924,291 (100.0%) +Types: str:40,924,291 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/JerkOffCorner': 18 (0.0%) + 'r/GaySnapchatShare': 12 (0.0%) + 'r/GaySnapchatImages': 9 (0.0%) + 'r/PersonalizedGameRecs': 9 (0.0%) + 'r/furryrp': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 40,924,291/40,924,291 (100.0%) +Types: int:40,924,291 +Numeric values: 40,924,291 total +Numeric range: min:-1, max:61,930,847, avg:851965.1 +Numeric std dev: 4228900.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 40,924,291/40,924,291 (100.0%) +Types: str:40,924,291 +String length avg: 6.0 +Unique strings tracked: 3 +String values distribution: + 'public': 38,267,949 (93.5%) + 'user': 1,506,022 (3.7%) + 'restricted': 1,150,320 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:33,646,803, str:7,277,488 +Null/Empty: null:33,646,803 +String length avg: 4.7 +Unique strings tracked: 8 +String values distribution: + 'new': 2,188,859 (30.1%) + 'confidence': 1,977,045 (27.2%) + 'qa': 1,544,393 (21.2%) + 'top': 1,044,508 (14.4%) + 'old': 487,642 (6.7%) + 'live': 16,072 (0.2%) + 'controversial': 12,510 (0.2%) + 'random': 6,459 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 40,924,291/40,924,291 (100.0%) +Types: str:40,924,291 +Null/Empty: empty_str:1,167 +String length avg: 26.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 1,848 (0.0%) + 'self': 1,321 (0.0%) + 'default': 143 (0.0%) + 'spoiler': 31 (0.0%) + 'image': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 40,924,291/40,924,291 (100.0%) +Types: str:40,924,291 +String length avg: 47.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[A4A] "Hey there silly! How're you liking my new s...': 7 (0.0%) + 'Get to know Maestro Hitz music.': 5 (0.0%) + '(Telegram:rokymom seller)': 4 (0.0%) + '26 [F4M] Anyone up for swapping our dirtiest fanta...': 3 (0.0%) + '40 m 4f not gonna suck it self': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:40,924,291 +Null/Empty: null:40,924,291 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 40,924,291/40,924,291 (100.0%) +Types: int:40,924,291 +Numeric values: 40,924,291 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 40,924,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 40,924,291/40,924,291 (100.0%) +Types: list:40,924,291 +Null/Empty: empty_arr:40,924,291 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 40,924,291/40,924,291 (100.0%) +Types: int:40,924,291 +Numeric values: 40,924,291 total +Numeric range: min:0, max:266,230, avg:33.2 +Numeric std dev: 447.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 40,924,291/40,924,291 (100.0%) +Types: int:25,575,673, float:15,348,618 +Numeric values: 40,924,291 total +Numeric range: min:0.009999999776482582, max:1, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 100 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 40,924,291/40,924,291 (100.0%) +Types: str:40,924,291 +Null/Empty: empty_str:449,597 +String length avg: 62.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://firebasestorage.googleapis.com/v0/b/postly...': 5 (0.0%) + 'https://www.reddit.com/gallery/1dsfbry': 3 (0.0%) + 'https://i.redd.it/cvyigfoals9d1.jpeg': 2 (0.0%) + 'https://www.redgifs.com/watch/meekloweasternnewt': 2 (0.0%) + 'https://v3.redgifs.com/ifr/slightplumpbufeo': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 40,924,291/40,924,291 (100.0%) +Types: list:40,924,291 +Null/Empty: empty_arr:40,924,291 + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:40,924,291 +Null/Empty: null:40,924,291 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 40,924,291/40,924,291 (100.0%) +Types: bool:40,924,291 +Booleans: true:0 (0.0%), false:40,924,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:24,702,645, str:16,221,646 +Null/Empty: null:24,702,645 +String length avg: 7.1 +Unique strings tracked: 3 +String values distribution: + 'all_ads': 14,307,365 (88.2%) + 'some_ads': 1,912,941 (11.8%) + 'house_only': 1,340 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 40,924,291/40,924,291 (100.0%) +Types: NoneType:24,702,645, int:16,221,646 +Null/Empty: null:24,702,645 +Numeric values: 16,221,646 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 14,307,365 (88.2%) + 7: 1,912,941 (11.8%) + 1: 1,340 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 40,923,124/40,924,291 (100.0%) +Types: int:23,339,837, NoneType:17,583,287 +Null/Empty: null:17,583,287 +Numeric values: 23,339,837 total +Numeric range: min:1, max:140, avg:125.3 +Numeric std dev: 24.9 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 40,923,124/40,924,291 (100.0%) +Types: int:23,339,837, NoneType:17,583,287 +Null/Empty: null:17,583,287 +Numeric values: 23,339,837 total +Numeric range: min:1, max:140, avg:139.9 +Numeric std dev: 2.2 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 40,473,999/40,924,291 (98.9%) +Types: list:40,473,999 +Null/Empty: empty_arr:38,718,148 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 40,473,999/40,924,291 (98.9%) +Types: str:40,473,999 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 38,718,148 (95.7%) + 'richtext': 1,755,851 (4.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 40,473,999/40,924,291 (98.9%) +Types: str:40,473,999 +String length avg: 11.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 61 (0.0%) + 't2_58rqc9j': 9 (0.0%) + 't2_gu9hskke8': 8 (0.0%) + 't2_luohwuhje': 7 (0.0%) + 't2_jzbd00yt': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 40,473,999/40,924,291 (98.9%) +Types: bool:40,473,999 +Booleans: true:0 (0.0%), false:40,473,999 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 40,473,999/40,924,291 (98.9%) +Types: bool:40,473,999 +Booleans: true:368,806 (0.9%), false:40,105,193 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 40,113,424/40,924,291 (98.0%) +Types: dict:40,113,424 + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 22,550,926/40,924,291 (55.1%) +Types: str:22,550,926 +Null/Empty: empty_str:782,013 +String length avg: 44.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://v3.redgifs.com/ifr/slightplumpbufeo': 5 (0.0%) + 'https://firebasestorage.googleapis.com/v0/b/postly...': 5 (0.0%) + 'https://i.redd.it/cvyigfoals9d1.jpeg': 4 (0.0%) + 'https://www.redgifs.com/watch/meekloweasternnewt': 4 (0.0%) + 'https://joinfambase.com/invite?c=JmyqPL6m': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 20,132,698/40,924,291 (49.2%) +Types: dict:20,132,698 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 20,035,339/40,924,291 (49.0%) +Types: str:20,035,339 +String length avg: 5.7 +Unique strings tracked: 7 +String values distribution: + 'image': 14,190,190 (70.8%) + 'rich:video': 1,986,660 (9.9%) + 'link': 1,942,216 (9.7%) + 'hosted:video': 1,083,942 (5.4%) + 'self': 820,285 (4.1%) + 'gallery': 11,635 (0.1%) + 'video': 411 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 17,173,214/40,924,291 (42.0%) +Types: str:17,173,214 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '232dae8c-d61d-11ed-950e-52eb31636c6b': 12 (0.0%) + 'e2539d9c-b545-11ed-8aab-d235a94dba51': 8 (0.0%) + 'c586b3f8-a829-11e8-a989-0e2de87d12c0': 8 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 7 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 4,367,734/40,924,291 (10.7%) +Types: dict:3,793,795, NoneType:573,939 +Null/Empty: null:573,939, empty_obj:19 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 3,872,974/40,924,291 (9.5%) +Types: dict:3,379,021, NoneType:493,953 +Null/Empty: null:493,953 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 3,872,974/40,924,291 (9.5%) +Types: bool:3,872,974 +Booleans: true:3,872,974 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,224,545/40,924,291 (3.0%) +Types: str:1,224,545 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1drpczn': 31 (0.0%) + 't3_1dsfs15': 13 (0.0%) + 't3_1dsfilz': 12 (0.0%) + 't3_1drbmyd': 9 (0.0%) + 't3_1dsfw57': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,224,545/40,924,291 (3.0%) +Types: list:1,224,545 +Null/Empty: empty_arr:193 + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 181,559/40,924,291 (0.4%) +Types: NoneType:181,559 +Null/Empty: null:181,559 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 181,559/40,924,291 (0.4%) +Types: NoneType:181,522, list:37 +Null/Empty: null:181,522, empty_arr:35 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 181,559/40,924,291 (0.4%) +Types: NoneType:169,585, str:11,974 +Null/Empty: null:169,585 +String length avg: 54.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'See comments for more details.': 237 (2.0%) + 'See AI built on IBM watsonx in play from the grass...': 101 (0.8%) + 'Win on Air': 69 (0.6%) + 'Get 10 Free AI Lineups @dfsPro.AI': 56 (0.5%) + 'Make your plant-based meals irresistibly rich & cr...': 47 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 181,559/40,924,291 (0.4%) +Types: NoneType:181,559 +Null/Empty: null:181,559 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 181,559/40,924,291 (0.4%) +Types: NoneType:181,559 +Null/Empty: null:181,559 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 181,559/40,924,291 (0.4%) +Types: NoneType:181,559 +Null/Empty: null:181,559 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 181,559/40,924,291 (0.4%) +Types: NoneType:181,559 +Null/Empty: null:181,559 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 181,559/40,924,291 (0.4%) +Types: str:181,554, NoneType:5 +Null/Empty: null:5 +String length avg: 11.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_jj9rwx1': 953 (0.5%) + 't2_jyms1ejh': 591 (0.3%) + 't2_nymvravcc': 520 (0.3%) + 't2_tnjwypik': 186 (0.1%) + 't2_tnk0sxl7': 180 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 181,559/40,924,291 (0.4%) +Types: NoneType:181,559 +Null/Empty: null:181,559 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 181,559/40,924,291 (0.4%) +Types: str:124,583, NoneType:56,976 +Null/Empty: null:56,976 +String length avg: 19.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://dummyimage.com/361x57': 772 (0.6%) + 'apps.apple.com': 173 (0.1%) + 'public.com': 167 (0.1%) + 'get.solarincentives.com.au': 159 (0.1%) + 'ibm.com': 150 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 181,559/40,924,291 (0.4%) +Types: NoneType:181,559 +Null/Empty: null:181,559 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 181,559/40,924,291 (0.4%) +Types: NoneType:181,559 +Null/Empty: null:181,559 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 181,559/40,924,291 (0.4%) +Types: list:181,559 +Null/Empty: empty_arr:181,559 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 181,559/40,924,291 (0.4%) +Types: list:181,559 +Null/Empty: empty_arr:181,559 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 181,559/40,924,291 (0.4%) +Types: str:181,559 +String length avg: 101.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.sanchez-byrd.com/': 289 (0.2%) + 'https://reddit.com': 121 (0.1%) + 'https://www.backmarket.co.uk/en-gb/l/iphone-se-202...': 46 (0.0%) + 'https://upollo.ai/solves/retention': 40 (0.0%) + 'https://www.backmarket.de/de-de/l/iphone-se-2020/2...': 36 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 181,559/40,924,291 (0.4%) +Types: NoneType:181,559 +Null/Empty: null:181,559 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 181,559/40,924,291 (0.4%) +Types: NoneType:181,559 +Null/Empty: null:181,559 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 181,559/40,924,291 (0.4%) +Types: bool:181,559 +Booleans: true:0 (0.0%), false:181,559 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 181,559/40,924,291 (0.4%) +Types: bool:181,559 +Booleans: true:0 (0.0%), false:181,559 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 181,559/40,924,291 (0.4%) +Types: str:181,559 +Null/Empty: empty_str:81,512 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/lGPodvphXVy6...': 125 (0.1%) + 'https://reddit-image.s3.amazonaws.com/oQd_XBvKDQoj...': 53 (0.1%) + 'https://reddit-image.s3.amazonaws.com/B5G4YOGadSDb...': 50 (0.0%) + 'https://reddit-image.s3.amazonaws.com/4sTa1nZ3eLPV...': 48 (0.0%) + 'https://reddit-image.s3.amazonaws.com/56cEzCg00pp9...': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 181,559/40,924,291 (0.4%) +Types: NoneType:181,559 +Null/Empty: null:181,559 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 181,559/40,924,291 (0.4%) +Types: dict:181,559 +Null/Empty: empty_obj:181,559 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 181,559/40,924,291 (0.4%) +Types: NoneType:181,559 +Null/Empty: null:181,559 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 181,559/40,924,291 (0.4%) +Types: list:181,559 +Null/Empty: empty_arr:181,559 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 181,559/40,924,291 (0.4%) +Types: NoneType:154,252, str:27,307 +Null/Empty: null:154,252 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'PRODUCT': 27,287 (99.9%) + 'SPOTLIGHT_VIDEO': 20 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 181,559/40,924,291 (0.4%) +Types: bool:181,559 +Booleans: true:0 (0.0%), false:181,559 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 181,559/40,924,291 (0.4%) +Types: NoneType:181,559 +Null/Empty: null:181,559 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 181,559/40,924,291 (0.4%) +Types: NoneType:181,559 +Null/Empty: null:181,559 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 181,559/40,924,291 (0.4%) +Types: NoneType:181,559 +Null/Empty: null:181,559 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 181,559/40,924,291 (0.4%) +Types: bool:181,559 +Booleans: true:181,559 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 181,559/40,924,291 (0.4%) +Types: NoneType:181,559 +Null/Empty: null:181,559 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 181,559/40,924,291 (0.4%) +Types: list:181,559 +Null/Empty: empty_arr:181,559 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 181,559/40,924,291 (0.4%) +Types: NoneType:181,559 +Null/Empty: null:181,559 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 181,559/40,924,291 (0.4%) +Types: NoneType:181,559 +Null/Empty: null:181,559 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 140,634/40,924,291 (0.3%) +Types: str:140,634 +String length avg: 8.7 +Unique strings tracked: 15 +Top 5 string values: + 'Shop Now': 47,124 (33.5%) + 'Learn More': 44,823 (31.9%) + 'Sign Up': 9,801 (7.0%) + 'Download': 8,556 (6.1%) + 'Install': 7,899 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 109,883/40,924,291 (0.3%) +Types: bool:109,883 +Booleans: true:109,883 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 74,692/40,924,291 (0.2%) +Types: dict:68,527, NoneType:6,165 +Null/Empty: null:6,165 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 9,352/40,924,291 (0.0%) +Types: str:9,352 +String length avg: 11.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'These deals were made for shopping': 1,497 (16.0%) + '$16.50': 1,180 (12.6%) + '$100.00': 330 (3.5%) + '$423.00': 82 (0.9%) + '$297.00': 72 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: unrepliable_reason Occurrence: 2/40,924,291 (0.0%) +Types: str:2 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'BLOCK': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 1/40,924,291 (0.0%) +Types: bool:1 +Booleans: true:0 (0.0%), false:1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ban_note Occurrence: 1/40,924,291 (0.0%) +Types: str:1 +String length avg: 14.0 +Unique strings tracked: 1 +String values distribution: + 'reinforce spam': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 1/40,924,291 (0.0%) +Types: bool:1 +Booleans: true:0 (0.0%), false:1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 1/40,924,291 (0.0%) +Types: bool:1 +Booleans: true:0 (0.0%), false:1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 1/40,924,291 (0.0%) +Types: bool:1 +Booleans: true:0 (0.0%), false:1 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2024-08.jsonl +Analysis Time: 2026-01-16 05:49:06 +================================================================================ +Processed lines: 41,477,291 +Total unique fields: 158 +Max unique values tracked per field: 1,000 +Sample size: 41,477,291 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 41,477,291/41,477,291 (100.0%) +Types: list:41,477,291 +Null/Empty: empty_arr:41,477,291 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:1,311 (0.0%), false:41,475,980 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:41,477,291 +Null/Empty: null:41,477,291 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:41,477,291 +Null/Empty: null:41,477,291 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:0 (0.0%), false:41,477,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 41,477,291/41,477,291 (100.0%) +Types: str:41,477,291 +String length avg: 13.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 48 (0.0%) + 'AutoNewsAdmin': 17 (0.0%) + 'Wassely-622': 16 (0.0%) + 'Same-Ingenuity3927': 11 (0.0%) + 'PersonalizedGameRecs': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:37,936,880, str:3,540,411 +Null/Empty: null:37,936,880, empty_str:1,166,535 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 2,872 (0.1%) + '#dadada': 1,143 (0.0%) + '#ff66ac': 637 (0.0%) + '#ea0027': 615 (0.0%) + '#373c3f': 541 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:40,136,757, str:1,340,534 +Null/Empty: null:40,136,757, empty_str:124,951 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'green': 247 (0.0%) + 'default': 106 (0.0%) + 'team-harmony': 96 (0.0%) + 'unv': 76 (0.0%) + 'verified': 66 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:38,745,955, str:2,731,336 +Null/Empty: null:38,745,955 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6dde4c66-7924-11ee-be2a-46124de7bb46': 34 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 20 (0.0%) + '9811a942-f7ec-11e8-ba86-0e2871aefb54': 15 (0.0%) + '3e61119c-6c3d-11e9-a7fe-0afb553d4ea6': 13 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:38,171,821, str:3,305,470 +Null/Empty: null:38,171,821, empty_str:168,093 +String length avg: 16.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified': 34 (0.0%) + 'Verified Seller': 18 (0.0%) + 'FC: Trainer name: ': 16 (0.0%) + '∘': 16 (0.0%) + 'New trader': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:37,578,409, str:3,898,882 +Null/Empty: null:37,578,409, empty_str:26,815 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 2,911,295 (75.2%) + 'light': 960,772 (24.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:0 (0.0%), false:41,477,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 41,477,291/41,477,291 (100.0%) +Types: list:41,477,291 +Null/Empty: empty_arr:41,477,291 + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:41,477,291 +Null/Empty: null:41,477,291 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:41,477,291 +Null/Empty: null:41,477,291 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:0 (0.0%), false:41,477,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:0 (0.0%), false:41,477,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:41,476,591, str:700 +Null/Empty: null:41,476,591 +String length avg: 14.0 +Unique strings tracked: 3 +String values distribution: + 'diy_and_crafts': 689 (98.4%) + 'entertainment': 9 (1.3%) + 'drawing_and_painting': 2 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:0 (0.0%), false:41,477,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:41,304,074, list:173,217 +Null/Empty: null:41,304,074 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:18,916 (0.0%), false:41,458,375 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 41,477,291/41,477,291 (100.0%) +Types: int:41,477,291 +Numeric values: 41,477,291 total +Numeric range: min:1,722,470,400, max:1,725,148,799, avg:1723803524.2 +Numeric std dev: 770345.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 41,477,291/41,477,291 (100.0%) +Types: int:41,477,291 +Numeric values: 41,477,291 total +Numeric range: min:1,722,470,400, max:1,725,148,799, avg:1723803524.2 +Numeric std dev: 770345.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:41,477,291 +Null/Empty: null:41,477,291 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:41,415,131, str:62,160 +Null/Empty: null:41,415,131 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 62,084 (99.9%) + 'admin': 76 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 41,477,291/41,477,291 (100.0%) +Types: str:41,477,291 +Null/Empty: empty_str:715,377 +String length avg: 12.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 827 (0.0%) + 'reddit.com': 237 (0.0%) + 'redgifs.com': 43 (0.0%) + 'v.redd.it': 37 (0.0%) + 'v3.redgifs.com': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 41,477,291/41,477,291 (100.0%) +Types: int:41,477,291 +Numeric values: 41,477,291 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 41,477,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,465,675, int:11,616 +Booleans: true:0 (0.0%), false:41,465,675 (100.0%) +Numeric values: 11,616 total +Numeric range: min:1,722,507,724, max:1,725,148,838, avg:1723303471.0 +Numeric std dev: 332601.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 41,477,291/41,477,291 (100.0%) +Types: int:41,477,291 +Numeric values: 41,477,291 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 41,477,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 41,477,291/41,477,291 (100.0%) +Types: dict:41,477,291 +Null/Empty: empty_obj:41,477,291 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:0 (0.0%), false:41,477,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:894,044 (2.2%), false:40,583,247 (97.8%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 41,477,291/41,477,291 (100.0%) +Types: str:41,477,291 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1eh2h3x': 1 (0.0%) + '1eh2h3y': 1 (0.0%) + '1eh2h3z': 1 (0.0%) + '1eh2h41': 1 (0.0%) + '1eh2h42': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:222,108 (0.5%), false:41,255,183 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:33,226,550 (80.1%), false:8,250,741 (19.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:0 (0.0%), false:41,477,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:437,889 (1.1%), false:41,039,402 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:15,384,956 (37.1%), false:26,092,335 (62.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:33,482,102 (80.7%), false:7,995,189 (19.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:16,592,741 (40.0%), false:24,884,550 (60.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:1,142,810 (2.8%), false:40,334,481 (97.2%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:41,477,291 +Null/Empty: null:41,477,291 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 41,477,291/41,477,291 (100.0%) +Types: str:40,738,963, NoneType:738,328 +Null/Empty: null:738,328, empty_str:25,064,321 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 576 (0.0%) + '#0079d3': 574 (0.0%) + '#ea0027': 468 (0.0%) + '#ffd635': 362 (0.0%) + '#ff66ac': 359 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:24,331,993, str:17,145,298 +Null/Empty: null:24,331,993, empty_str:12,944,231 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 205 (0.0%) + 'question': 133 (0.0%) + 'male': 93 (0.0%) + 'help': 58 (0.0%) + 'T5': 57 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 41,477,291/41,477,291 (100.0%) +Types: list:41,477,291 +Null/Empty: empty_arr:33,498,773 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:23,424,932, str:18,052,359 +Null/Empty: null:23,424,932, empty_str:2,115 +String length avg: 11.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 77 (0.0%) + 'Question': 59 (0.0%) + '📰 Noticias': 15 (0.0%) + 'male': 14 (0.0%) + 'M4F': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 41,477,291/41,477,291 (100.0%) +Types: str:40,791,650, NoneType:685,641 +Null/Empty: null:685,641 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 32,994,402 (80.9%) + 'light': 7,797,248 (19.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 41,477,291/41,477,291 (100.0%) +Types: str:41,477,291 +String length avg: 4.8 +Unique strings tracked: 2 +String values distribution: + 'text': 33,546,659 (80.9%) + 'richtext': 7,930,632 (19.1%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:2,385,479 (5.8%), false:39,091,812 (94.2%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:37,966,271, dict:3,511,020 +Null/Empty: null:37,966,271 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 41,477,291/41,477,291 (100.0%) +Types: dict:41,477,291 +Null/Empty: empty_obj:39,121,648 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:821 (0.0%), false:41,476,470 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:41,477,291 +Null/Empty: null:41,477,291 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:41,477,291 +Null/Empty: null:41,477,291 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:41,477,291 +Null/Empty: null:41,477,291 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 41,477,291/41,477,291 (100.0%) +Types: list:41,477,291 +Null/Empty: empty_arr:41,477,291 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 41,477,291/41,477,291 (100.0%) +Types: str:41,477,291 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1eh2h3x': 1 (0.0%) + 't3_1eh2h3y': 1 (0.0%) + 't3_1eh2h3z': 1 (0.0%) + 't3_1eh2h41': 1 (0.0%) + 't3_1eh2h42': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:34,112,246 (82.2%), false:7,365,045 (17.8%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 41,477,291/41,477,291 (100.0%) +Types: int:41,477,291 +Numeric values: 41,477,291 total +Numeric range: min:0, max:36,175, avg:6.4 +Numeric std dev: 55.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 41,477,291/41,477,291 (100.0%) +Types: int:41,477,291 +Numeric values: 41,477,291 total +Numeric range: min:0, max:1,115, avg:0.0 +Numeric std dev: 0.4 +Unique numbers tracked: 162 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:41,477,291 +Null/Empty: null:41,477,291 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:18,717,794 (45.1%), false:22,759,497 (54.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:24,814,783, str:16,662,508 +Null/Empty: null:24,814,783 +String length avg: 7.1 +Unique strings tracked: 3 +String values distribution: + 'all_ads': 14,676,337 (88.1%) + 'some_ads': 1,984,748 (11.9%) + 'house_only': 1,423 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 41,477,291/41,477,291 (100.0%) +Types: str:41,477,291 +String length avg: 66.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/VoyeurFlash/comments/1eh2h3x/boobs_out/': 1 (0.0%) + '/r/collegensfw/comments/1eh2h3y/is_my_peach_big_en...': 1 (0.0%) + '/r/every15min/comments/1eh2h3z/currently_its_july_...': 1 (0.0%) + '/r/PatchesEmporium/comments/1eh2h41/pc_w_battle_ha...': 1 (0.0%) + '/r/MbtiTypeMe/comments/1eh2h42/type_me/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:0 (0.0%), false:41,477,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:24,814,783, int:16,662,508 +Null/Empty: null:24,814,783 +Numeric values: 16,662,508 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 14,676,337 (88.1%) + 7: 1,984,748 (11.9%) + 1: 1,423 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:1,304 (0.0%), false:41,475,987 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:41,471,747, str:5,544 +Null/Empty: null:41,471,747 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 5,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:41,477,291 +Null/Empty: null:41,477,291 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:33,486,770, str:7,990,521 +Null/Empty: null:33,486,770 +String length avg: 8.6 +Unique strings tracked: 7 +String values distribution: + 'moderator': 3,327,330 (41.6%) + 'reddit': 3,183,714 (39.8%) + 'automod_filtered': 1,039,174 (13.0%) + 'deleted': 431,104 (5.4%) + 'content_takedown': 5,356 (0.1%) + 'author': 3,814 (0.0%) + 'copyright_takedown': 29 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:41,477,291 +Null/Empty: null:41,477,291 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 41,477,291/41,477,291 (100.0%) +Types: int:41,477,291 +Numeric values: 41,477,291 total +Numeric range: min:1,722,470,416, max:1,725,272,723, avg:1723804006.7 +Numeric std dev: 770143.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:0 (0.0%), false:41,477,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 41,477,291/41,477,291 (100.0%) +Types: int:41,477,291 +Numeric values: 41,477,291 total +Numeric range: min:0, max:165,547, avg:36.5 +Numeric std dev: 480.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:37,966,271, dict:3,511,020 +Null/Empty: null:37,966,271 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 41,477,291/41,477,291 (100.0%) +Types: dict:41,477,291 +Null/Empty: empty_obj:39,121,648 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 41,477,291/41,477,291 (100.0%) +Types: str:41,477,291 +Null/Empty: empty_str:23,817,815 +String length avg: 425.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 181 (0.0%) + '[deleted]': 13 (0.0%) + 'If you’re new to the community, introduce yourself...': 8 (0.0%) + 'More comics at patreon.com/FickleDiscipline': 3 (0.0%) + 'Easy going open minded guy from Montréal Canada. +...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:40,294,863 (97.1%), false:1,182,428 (2.9%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:364,480 (0.9%), false:41,112,811 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:94,332 (0.2%), false:41,382,959 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 41,477,291/41,477,291 (100.0%) +Types: str:41,477,291 +String length avg: 11.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'WSJauto': 16 (0.0%) + 'Cum_Hard': 13 (0.0%) + 'GaySnapchatShare': 10 (0.0%) + 'PersonalizedGameRecs': 10 (0.0%) + 'healthnwellnesscoach': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 41,477,291/41,477,291 (100.0%) +Types: str:41,477,291 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_3h8jo': 16 (0.0%) + 't5_81hdqe': 13 (0.0%) + 't5_32ulkj': 10 (0.0%) + 't5_3m9cd': 10 (0.0%) + 't5_8c4g4w': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 41,477,291/41,477,291 (100.0%) +Types: str:41,477,291 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/WSJauto': 16 (0.0%) + 'r/Cum_Hard': 13 (0.0%) + 'r/GaySnapchatShare': 10 (0.0%) + 'r/PersonalizedGameRecs': 10 (0.0%) + 'r/healthnwellnesscoach': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 41,477,291/41,477,291 (100.0%) +Types: int:41,477,291 +Numeric values: 41,477,291 total +Numeric range: min:-1, max:62,908,659, avg:838696.8 +Numeric std dev: 4184632.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 41,477,291/41,477,291 (100.0%) +Types: str:41,477,291 +String length avg: 6.0 +Unique strings tracked: 3 +String values distribution: + 'public': 38,798,475 (93.5%) + 'user': 1,566,926 (3.8%) + 'restricted': 1,111,890 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:34,092,574, str:7,384,717 +Null/Empty: null:34,092,574 +String length avg: 4.7 +Unique strings tracked: 8 +String values distribution: + 'new': 2,245,772 (30.4%) + 'confidence': 1,998,101 (27.1%) + 'qa': 1,605,082 (21.7%) + 'top': 1,069,418 (14.5%) + 'old': 430,530 (5.8%) + 'live': 16,989 (0.2%) + 'controversial': 12,482 (0.2%) + 'random': 6,343 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 41,477,291/41,477,291 (100.0%) +Types: str:41,477,291 +Null/Empty: empty_str:1,129 +String length avg: 26.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 1,793 (0.0%) + 'self': 1,283 (0.0%) + 'default': 143 (0.0%) + 'spoiler': 34 (0.0%) + 'image': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 41,477,291/41,477,291 (100.0%) +Types: str:41,477,291 +Null/Empty: empty_str:1 +String length avg: 47.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'New Members Intro': 7 (0.0%) + '42 Male Bi Curious Cumberland RI area': 4 (0.0%) + '24F DTF,and sext,hmu telegram:::Agealn Or Discord:...': 3 (0.0%) + '[M4A] looking for someone to play my horny older s...': 3 (0.0%) + '[image processing failed]': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:41,477,291 +Null/Empty: null:41,477,291 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 41,477,291/41,477,291 (100.0%) +Types: int:41,477,291 +Numeric values: 41,477,291 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 41,477,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 41,477,291/41,477,291 (100.0%) +Types: list:41,477,291 +Null/Empty: empty_arr:41,477,291 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 41,477,291/41,477,291 (100.0%) +Types: int:41,477,291 +Numeric values: 41,477,291 total +Numeric range: min:0, max:165,547, avg:36.5 +Numeric std dev: 480.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 41,477,291/41,477,291 (100.0%) +Types: int:25,842,486, float:15,634,805 +Numeric values: 41,477,291 total +Numeric range: min:0, max:1, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 41,477,291/41,477,291 (100.0%) +Types: str:41,477,291 +Null/Empty: empty_str:575,209 +String length avg: 61.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.reddit.com/gallery/1eh2gn9': 4 (0.0%) + 'http://v3.redgifs.com/watch/mediumpurplelamewaterd...': 3 (0.0%) + 'https://www.redgifs.com/watch/disgustingnaughtyhon...': 2 (0.0%) + 'http://v3.redgifs.com/watch/strictstormyxenotarsos...': 2 (0.0%) + 'https://store.steampowered.com/app/2012510/Stormga...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 41,477,291/41,477,291 (100.0%) +Types: list:41,477,291 +Null/Empty: empty_arr:41,477,291 + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:41,477,291 +Null/Empty: null:41,477,291 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 41,477,291/41,477,291 (100.0%) +Types: bool:41,477,291 +Booleans: true:0 (0.0%), false:41,477,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:24,814,783, str:16,662,508 +Null/Empty: null:24,814,783 +String length avg: 7.1 +Unique strings tracked: 3 +String values distribution: + 'all_ads': 14,676,337 (88.1%) + 'some_ads': 1,984,748 (11.9%) + 'house_only': 1,423 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 41,477,291/41,477,291 (100.0%) +Types: NoneType:24,814,783, int:16,662,508 +Null/Empty: null:24,814,783 +Numeric values: 16,662,508 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 14,676,337 (88.1%) + 7: 1,984,748 (11.9%) + 1: 1,423 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 41,476,162/41,477,291 (100.0%) +Types: int:23,495,251, NoneType:17,980,911 +Null/Empty: null:17,980,911 +Numeric values: 23,495,251 total +Numeric range: min:1, max:140, avg:125.4 +Numeric std dev: 24.8 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 41,476,162/41,477,291 (100.0%) +Types: int:23,495,251, NoneType:17,980,911 +Null/Empty: null:17,980,911 +Numeric values: 23,495,251 total +Numeric range: min:1, max:140, avg:139.9 +Numeric std dev: 2.2 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 40,896,653/41,477,291 (98.6%) +Types: list:40,896,653 +Null/Empty: empty_arr:39,213,582 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 40,896,653/41,477,291 (98.6%) +Types: str:40,896,653 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 39,213,582 (95.9%) + 'richtext': 1,683,071 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 40,896,653/41,477,291 (98.6%) +Types: str:40,896,653 +String length avg: 11.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 48 (0.0%) + 't2_12elra': 17 (0.0%) + 't2_h2bz7c0fg': 16 (0.0%) + 't2_vgxii6ce': 11 (0.0%) + 't2_58rqc9j': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 40,896,653/41,477,291 (98.6%) +Types: bool:40,896,653 +Booleans: true:0 (0.0%), false:40,896,653 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 40,896,653/41,477,291 (98.6%) +Types: bool:40,896,653 +Booleans: true:368,522 (0.9%), false:40,528,131 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 40,593,341/41,477,291 (97.9%) +Types: dict:40,593,341 + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 24,885,289/41,477,291 (60.0%) +Types: str:24,885,289 +Null/Empty: empty_str:389,081 +String length avg: 43.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://v3.redgifs.com/watch/mediumpurplelamewaterd...': 5 (0.0%) + 'http://v3.redgifs.com/watch/strictstormyxenotarsos...': 5 (0.0%) + 'https://www.reddit.com/gallery/1eh2gn9': 4 (0.0%) + 'https://i.redd.it/dlwmly8w0yfd1.jpeg': 4 (0.0%) + 'https://www.redgifs.com/watch/disgustingnaughtyhon...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 20,370,540/41,477,291 (49.1%) +Types: dict:20,370,540 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 20,310,117/41,477,291 (49.0%) +Types: str:20,310,117 +String length avg: 5.8 +Unique strings tracked: 7 +String values distribution: + 'image': 14,349,570 (70.7%) + 'rich:video': 2,238,215 (11.0%) + 'link': 1,759,070 (8.7%) + 'hosted:video': 1,122,159 (5.5%) + 'self': 836,669 (4.1%) + 'gallery': 4,077 (0.0%) + 'video': 357 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 17,409,109/41,477,291 (42.0%) +Types: str:17,409,109 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '8b6af2d4-582a-11eb-853a-0e3d8344de53': 10 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 10 (0.0%) + '853ac114-ad7c-11ee-a87d-ce20b2a96ef0': 7 (0.0%) + 'e2539d9c-b545-11ed-8aab-d235a94dba51': 7 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 4,477,311/41,477,291 (10.8%) +Types: dict:3,856,585, NoneType:620,726 +Null/Empty: null:620,726, empty_obj:9 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 3,966,950/41,477,291 (9.6%) +Types: dict:3,433,608, NoneType:533,342 +Null/Empty: null:533,342 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 3,966,950/41,477,291 (9.6%) +Types: bool:3,966,950 +Booleans: true:3,966,950 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,294,592/41,477,291 (3.1%) +Types: str:1,294,592 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1eh009c': 18 (0.0%) + 't3_1egdbwz': 13 (0.0%) + 't3_1eh329d': 9 (0.0%) + 't3_1eh2mmh': 8 (0.0%) + 't3_1eh22r3': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,294,592/41,477,291 (3.1%) +Types: list:1,294,592 +Null/Empty: empty_arr:705 + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 222,108/41,477,291 (0.5%) +Types: NoneType:222,108 +Null/Empty: null:222,108 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 222,108/41,477,291 (0.5%) +Types: NoneType:221,391, list:717 +Null/Empty: null:221,391, empty_arr:707 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 222,108/41,477,291 (0.5%) +Types: NoneType:209,809, str:12,299 +Null/Empty: null:209,809 +String length avg: 54.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'SL 72 Originals': 120 (1.0%) + 'Enter to win now!': 97 (0.8%) + 'Instant Online Price. No Salespeople.': 85 (0.7%) + 'AMD Ryzen 9000 Series Lockup': 51 (0.4%) + 'It’s called Boo—30M+ downloads! Connect with otaku...': 48 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 222,108/41,477,291 (0.5%) +Types: NoneType:222,108 +Null/Empty: null:222,108 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 222,108/41,477,291 (0.5%) +Types: NoneType:222,108 +Null/Empty: null:222,108 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 222,108/41,477,291 (0.5%) +Types: NoneType:222,108 +Null/Empty: null:222,108 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 222,108/41,477,291 (0.5%) +Types: NoneType:222,108 +Null/Empty: null:222,108 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 222,108/41,477,291 (0.5%) +Types: str:222,090, NoneType:18 +Null/Empty: null:18 +String length avg: 12.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_13y9cj8yml': 980 (0.4%) + 't2_jyms1ejh': 239 (0.1%) + 't2_nymvravcc': 196 (0.1%) + 't2_tnk0sxl7': 137 (0.1%) + 't2_usnnf6ja': 80 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 222,108/41,477,291 (0.5%) +Types: NoneType:222,108 +Null/Empty: null:222,108 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 222,108/41,477,291 (0.5%) +Types: str:115,650, NoneType:106,458 +Null/Empty: null:106,458 +String length avg: 18.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ekrcover.com': 980 (0.8%) + 'https://dummyimage.com/361x57': 789 (0.7%) + 'apps.apple.com': 261 (0.2%) + 'play.google.com': 194 (0.2%) + 'store.steampowered.com': 189 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 222,108/41,477,291 (0.5%) +Types: NoneType:222,105, str:3 +Null/Empty: null:222,105 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 222,108/41,477,291 (0.5%) +Types: NoneType:222,105, str:3 +Null/Empty: null:222,105 +String length avg: 25.7 +Unique strings tracked: 2 +String values distribution: + 'https://www.buildex.com.au/': 2 (66.7%) + 'https://www.itwcap.com/': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 222,108/41,477,291 (0.5%) +Types: list:222,108 +Null/Empty: empty_arr:222,108 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 222,108/41,477,291 (0.5%) +Types: list:222,108 +Null/Empty: empty_arr:222,108 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 222,108/41,477,291 (0.5%) +Types: str:222,108 +String length avg: 89.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.sanchez-byrd.com/': 174 (0.1%) + 'https://reddit.com': 38 (0.0%) + 'https://www.ekrcover.com/ekr-leather-custom-car-se...': 25 (0.0%) + 'https://www.ekrcover.com/ekr-leather-custom-car-se...': 25 (0.0%) + 'https://www.ekrcover.com/ekr-leather-custom-car-se...': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 222,108/41,477,291 (0.5%) +Types: NoneType:222,108 +Null/Empty: null:222,108 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 222,108/41,477,291 (0.5%) +Types: NoneType:222,108 +Null/Empty: null:222,108 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 222,108/41,477,291 (0.5%) +Types: bool:222,108 +Booleans: true:0 (0.0%), false:222,108 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 222,108/41,477,291 (0.5%) +Types: bool:222,108 +Booleans: true:0 (0.0%), false:222,108 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 222,108/41,477,291 (0.5%) +Types: str:222,108 +Null/Empty: empty_str:137,118 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/lGPodvphXVy6...': 107 (0.1%) + 'https://reddit-image.s3.amazonaws.com/BiMaRJxwuf8I...': 65 (0.1%) + 'https://reddit-image.s3.amazonaws.com/o88vyKfwl1jf...': 45 (0.1%) + 'https://reddit-image.s3.amazonaws.com/sY7zDIVW-dGW...': 45 (0.1%) + 'https://reddit-image.s3.amazonaws.com/oQd_XBvKDQoj...': 40 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 222,108/41,477,291 (0.5%) +Types: NoneType:222,108 +Null/Empty: null:222,108 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 222,108/41,477,291 (0.5%) +Types: dict:222,108 +Null/Empty: empty_obj:222,108 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 222,108/41,477,291 (0.5%) +Types: NoneType:222,108 +Null/Empty: null:222,108 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 222,108/41,477,291 (0.5%) +Types: list:222,108 +Null/Empty: empty_arr:222,108 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 222,108/41,477,291 (0.5%) +Types: NoneType:211,815, str:10,293 +Null/Empty: null:211,815 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'PRODUCT': 10,272 (99.8%) + 'SPOTLIGHT_VIDEO': 21 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 222,108/41,477,291 (0.5%) +Types: bool:222,108 +Booleans: true:0 (0.0%), false:222,108 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 222,108/41,477,291 (0.5%) +Types: NoneType:222,108 +Null/Empty: null:222,108 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 222,108/41,477,291 (0.5%) +Types: NoneType:222,108 +Null/Empty: null:222,108 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 222,108/41,477,291 (0.5%) +Types: NoneType:222,108 +Null/Empty: null:222,108 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 222,108/41,477,291 (0.5%) +Types: bool:222,108 +Booleans: true:222,108 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 222,108/41,477,291 (0.5%) +Types: NoneType:222,108 +Null/Empty: null:222,108 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 222,108/41,477,291 (0.5%) +Types: list:222,108 +Null/Empty: empty_arr:222,108 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 222,108/41,477,291 (0.5%) +Types: NoneType:222,108 +Null/Empty: null:222,108 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 222,108/41,477,291 (0.5%) +Types: NoneType:222,108 +Null/Empty: null:222,108 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 123,129/41,477,291 (0.3%) +Types: str:123,129 +String length avg: 8.8 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 41,726 (33.9%) + 'Shop Now': 28,361 (23.0%) + 'Download': 14,106 (11.5%) + 'Sign Up': 10,578 (8.6%) + 'Install': 7,258 (5.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 110,892/41,477,291 (0.3%) +Types: bool:110,892 +Booleans: true:110,892 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 72,460/41,477,291 (0.2%) +Types: dict:66,909, NoneType:5,551 +Null/Empty: null:5,551 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 3,551/41,477,291 (0.0%) +Types: str:3,551 +String length avg: 6.6 +Unique strings tracked: 120 +Top 5 string values: + '$16.50': 1,981 (55.8%) + '$100.00': 1,012 (28.5%) + '$799.00': 77 (2.2%) + '$999.00': 73 (2.1%) + '$1929.99': 59 (1.7%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 1/41,477,291 (0.0%) +Types: bool:1 +Booleans: true:0 (0.0%), false:1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 1/41,477,291 (0.0%) +Types: bool:1 +Booleans: true:0 (0.0%), false:1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 1/41,477,291 (0.0%) +Types: bool:1 +Booleans: true:0 (0.0%), false:1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 1/41,477,291 (0.0%) +Types: bool:1 +Booleans: true:0 (0.0%), false:1 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2024-09.jsonl +Analysis Time: 2026-01-16 07:21:41 +================================================================================ +Processed lines: 38,596,941 +Total unique fields: 159 +Max unique values tracked per field: 1,000 +Sample size: 38,596,941 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 38,596,941/38,596,941 (100.0%) +Types: list:38,596,941 +Null/Empty: empty_arr:38,596,941 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:141 (0.0%), false:38,596,800 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:38,596,941 +Null/Empty: null:38,596,941 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:38,596,941 +Null/Empty: null:38,596,941 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:0 (0.0%), false:38,596,941 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 38,596,941/38,596,941 (100.0%) +Types: str:38,596,941 +String length avg: 13.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 56 (0.0%) + 'Special_Language3505': 14 (0.0%) + '[deleted]': 13 (0.0%) + 'WildAdhesiveness4170': 12 (0.0%) + 'NewGuidance867': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:35,316,135, str:3,280,806 +Null/Empty: null:35,316,135, empty_str:970,055 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 2,792 (0.1%) + '#dadada': 1,515 (0.1%) + '#ff66ac': 542 (0.0%) + '#ea0027': 535 (0.0%) + '#373c3f': 507 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:37,347,340, str:1,249,601 +Null/Empty: null:37,347,340, empty_str:119,061 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'green': 142 (0.0%) + 'default': 98 (0.0%) + 'verified': 77 (0.0%) + 'unv': 64 (0.0%) + 'image-reminder': 54 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:35,933,848, str:2,663,093 +Null/Empty: null:35,933,848 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '8cabe426-5e5e-11ef-b917-ca55693f7a3a': 38 (0.0%) + '6dde4c66-7924-11ee-be2a-46124de7bb46': 32 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 19 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 18 (0.0%) + '4d48f1aa-6c35-11e9-81f1-0acf30770a48': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:35,434,913, str:3,162,028 +Null/Empty: null:35,434,913, empty_str:164,992 +String length avg: 17.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Trades': 35 (0.0%) + ':og:': 31 (0.0%) + '∘': 25 (0.0%) + 'Verified Seller': 22 (0.0%) + 'Verified': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:34,962,595, str:3,634,346 +Null/Empty: null:34,962,595, empty_str:24,577 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'dark': 2,683,839 (74.3%) + 'light': 925,930 (25.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:0 (0.0%), false:38,596,941 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 38,596,941/38,596,941 (100.0%) +Types: list:38,596,941 +Null/Empty: empty_arr:38,596,941 + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:38,596,941 +Null/Empty: null:38,596,941 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:38,596,941 +Null/Empty: null:38,596,941 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:0 (0.0%), false:38,596,941 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:0 (0.0%), false:38,596,941 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:38,596,172, str:769 +Null/Empty: null:38,596,172 +String length avg: 14.0 +Unique strings tracked: 3 +String values distribution: + 'diy_and_crafts': 754 (98.0%) + 'entertainment': 14 (1.8%) + 'photography': 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:0 (0.0%), false:38,596,941 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:38,433,429, list:163,512 +Null/Empty: null:38,433,429 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:22,309 (0.1%), false:38,574,632 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 38,596,941/38,596,941 (100.0%) +Types: int:38,596,941 +Numeric values: 38,596,941 total +Numeric range: min:1,725,148,800, max:1,727,740,799, avg:1726435574.1 +Numeric std dev: 747907.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 38,596,941/38,596,941 (100.0%) +Types: int:38,596,941 +Numeric values: 38,596,941 total +Numeric range: min:1,725,148,800, max:1,727,740,799, avg:1726435574.1 +Numeric std dev: 747907.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:38,596,941 +Null/Empty: null:38,596,941 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:38,535,442, str:61,499 +Null/Empty: null:38,535,442 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 61,447 (99.9%) + 'admin': 52 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 38,596,941/38,596,941 (100.0%) +Types: str:38,596,941 +Null/Empty: empty_str:606,299 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 748 (0.0%) + 'reddit.com': 262 (0.0%) + 'redgifs.com': 95 (0.0%) + 'v.redd.it': 58 (0.0%) + 'youtube.com': 42 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 38,596,941/38,596,941 (100.0%) +Types: int:38,596,941 +Numeric values: 38,596,941 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 38,596,941 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,592,968, int:3,973 +Booleans: true:0 (0.0%), false:38,592,968 (100.0%) +Numeric values: 3,973 total +Numeric range: min:1,725,174,126, max:1,727,749,009, avg:1726638696.6 +Numeric std dev: 439199.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 38,596,941/38,596,941 (100.0%) +Types: int:38,596,941 +Numeric values: 38,596,941 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 38,596,941 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 38,596,941/38,596,941 (100.0%) +Types: dict:38,596,941 +Null/Empty: empty_obj:38,596,941 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:0 (0.0%), false:38,596,941 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:577,153 (1.5%), false:38,019,788 (98.5%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 38,596,941/38,596,941 (100.0%) +Types: str:38,596,941 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1f61752': 1 (0.0%) + '1f61753': 1 (0.0%) + '1f61756': 1 (0.0%) + '1f61757': 1 (0.0%) + '1f61758': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:154,493 (0.4%), false:38,442,448 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:30,740,940 (79.6%), false:7,856,001 (20.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:0 (0.0%), false:38,596,941 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:398,200 (1.0%), false:38,198,741 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:13,537,135 (35.1%), false:25,059,806 (64.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:30,928,547 (80.1%), false:7,668,394 (19.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:16,036,937 (41.5%), false:22,560,004 (58.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:1,118,271 (2.9%), false:37,478,670 (97.1%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:38,596,941 +Null/Empty: null:38,596,941 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 38,596,941/38,596,941 (100.0%) +Types: str:37,960,380, NoneType:636,561 +Null/Empty: null:636,561, empty_str:23,023,926 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 512 (0.0%) + '#0079d3': 474 (0.0%) + '#ea0027': 403 (0.0%) + '#ffd635': 365 (0.0%) + '#ff66ac': 287 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:22,256,438, str:16,340,503 +Null/Empty: null:22,256,438, empty_str:12,442,781 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 170 (0.0%) + 'question': 127 (0.0%) + 'male': 86 (0.0%) + 'help': 59 (0.0%) + 'red': 46 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 38,596,941/38,596,941 (100.0%) +Types: list:38,596,941 +Null/Empty: empty_arr:31,034,233 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:21,432,052, str:17,164,889 +Null/Empty: null:21,432,052, empty_str:2,121 +String length avg: 11.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Question': 78 (0.0%) + 'Discussion': 78 (0.0%) + 'M4F': 19 (0.0%) + 'male': 12 (0.0%) + 'Unverified': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 38,596,941/38,596,941 (100.0%) +Types: str:38,004,441, NoneType:592,500 +Null/Empty: null:592,500 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 30,562,009 (80.4%) + 'light': 7,442,432 (19.6%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 38,596,941/38,596,941 (100.0%) +Types: str:38,596,941 +String length avg: 4.8 +Unique strings tracked: 2 +String values distribution: + 'text': 31,034,233 (80.4%) + 'richtext': 7,562,708 (19.6%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:2,305,043 (6.0%), false:36,291,898 (94.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:35,114,790, dict:3,482,151 +Null/Empty: null:35,114,790 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 38,596,941/38,596,941 (100.0%) +Types: dict:38,596,941 +Null/Empty: empty_obj:36,248,894 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:869 (0.0%), false:38,596,072 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:38,596,941 +Null/Empty: null:38,596,941 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:38,596,941 +Null/Empty: null:38,596,941 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:38,596,941 +Null/Empty: null:38,596,941 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 38,596,941/38,596,941 (100.0%) +Types: list:38,596,941 +Null/Empty: empty_arr:38,596,941 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 38,596,941/38,596,941 (100.0%) +Types: str:38,596,941 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1f61752': 1 (0.0%) + 't3_1f61753': 1 (0.0%) + 't3_1f61756': 1 (0.0%) + 't3_1f61757': 1 (0.0%) + 't3_1f61758': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:31,795,243 (82.4%), false:6,801,698 (17.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 38,596,941/38,596,941 (100.0%) +Types: int:38,596,941 +Numeric values: 38,596,941 total +Numeric range: min:0, max:50,401, avg:6.6 +Numeric std dev: 60.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 38,596,941/38,596,941 (100.0%) +Types: int:38,596,941 +Numeric values: 38,596,941 total +Numeric range: min:0, max:150, avg:0.0 +Numeric std dev: 0.3 +Unique numbers tracked: 91 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:38,596,941 +Null/Empty: null:38,596,941 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:16,480,955 (42.7%), false:22,115,986 (57.3%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:22,437,864, str:16,159,077 +Null/Empty: null:22,437,864 +String length avg: 7.1 +Unique strings tracked: 3 +String values distribution: + 'all_ads': 14,252,323 (88.2%) + 'some_ads': 1,905,475 (11.8%) + 'house_only': 1,279 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 38,596,941/38,596,941 (100.0%) +Types: str:38,596,941 +String length avg: 66.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/grool/comments/1f61752/try_to_not_miss_any_of_m...': 1 (0.0%) + '/r/HentaiSource/comments/1f61753/lf_doujin_mother_...': 1 (0.0%) + '/r/SPHGoneWild/comments/1f61756/hey_your_beta_come...': 1 (0.0%) + '/r/geiletiktokundsoteens/comments/1f61757/m1k4yla_...': 1 (0.0%) + '/r/emotionalabuse/comments/1f61758/separated_its_s...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:0 (0.0%), false:38,596,941 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:22,437,864, int:16,159,077 +Null/Empty: null:22,437,864 +Numeric values: 16,159,077 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 14,252,323 (88.2%) + 7: 1,905,475 (11.8%) + 1: 1,279 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:1,113 (0.0%), false:38,595,828 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:38,592,417, str:4,524 +Null/Empty: null:38,592,417 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 4,524 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:38,596,941 +Null/Empty: null:38,596,941 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:30,933,346, str:7,663,595 +Null/Empty: null:30,933,346 +String length avg: 8.5 +Unique strings tracked: 7 +String values distribution: + 'reddit': 3,381,419 (44.1%) + 'moderator': 2,963,239 (38.7%) + 'automod_filtered': 987,759 (12.9%) + 'deleted': 323,524 (4.2%) + 'content_takedown': 4,167 (0.1%) + 'author': 3,486 (0.0%) + 'community_ops': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:38,596,941 +Null/Empty: null:38,596,941 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 38,596,941/38,596,941 (100.0%) +Types: int:38,596,941 +Numeric values: 38,596,941 total +Numeric range: min:1,725,148,814, max:1,727,835,667, avg:1726435613.8 +Numeric std dev: 747914.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:0 (0.0%), false:38,596,941 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 38,596,941/38,596,941 (100.0%) +Types: int:38,596,941 +Numeric values: 38,596,941 total +Numeric range: min:0, max:193,975, avg:43.6 +Numeric std dev: 560.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:35,114,790, dict:3,482,151 +Null/Empty: null:35,114,790 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 38,596,941/38,596,941 (100.0%) +Types: dict:38,596,941 +Null/Empty: empty_obj:36,248,894 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 38,596,941/38,596,941 (100.0%) +Types: str:38,596,941 +Null/Empty: empty_str:21,352,320 +String length avg: 425.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 174 (0.0%) + '[deleted]': 10 (0.0%) + 'If you’re new to the community, introduce yourself...': 7 (0.0%) + 'Use this thread to promote yourself and/or your wo...': 6 (0.0%) + 'Are you searching for an easy way to reset, recove...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:37,448,016 (97.0%), false:1,148,925 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:332,152 (0.9%), false:38,264,789 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:90,318 (0.2%), false:38,506,623 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 38,596,941/38,596,941 (100.0%) +Types: str:38,596,941 +String length avg: 12.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'geiletiktokundsoteens': 20 (0.0%) + 'CharacterAI': 14 (0.0%) + 'JerkOffChat': 12 (0.0%) + 'PersonalizedGameRecs': 7 (0.0%) + 'ABCWorldNews': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 38,596,941/38,596,941 (100.0%) +Types: str:38,596,941 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_a2a9oq': 20 (0.0%) + 't5_6xtffe': 14 (0.0%) + 't5_5l3176': 12 (0.0%) + 't5_3m9cd': 7 (0.0%) + 't5_c0d8n3': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 38,596,941/38,596,941 (100.0%) +Types: str:38,596,941 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/geiletiktokundsoteens': 20 (0.0%) + 'r/CharacterAI': 14 (0.0%) + 'r/JerkOffChat': 12 (0.0%) + 'r/PersonalizedGameRecs': 7 (0.0%) + 'r/ABCWorldNews': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 38,596,941/38,596,941 (100.0%) +Types: int:38,596,941 +Numeric values: 38,596,941 total +Numeric range: min:-1, max:63,795,626, avg:850907.7 +Numeric std dev: 4264462.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 38,596,941/38,596,941 (100.0%) +Types: str:38,596,941 +String length avg: 6.0 +Unique strings tracked: 3 +String values distribution: + 'public': 36,037,879 (93.4%) + 'user': 1,489,177 (3.9%) + 'restricted': 1,069,885 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:31,672,975, str:6,923,966 +Null/Empty: null:31,672,975 +String length avg: 4.7 +Unique strings tracked: 8 +String values distribution: + 'new': 1,976,664 (28.5%) + 'confidence': 1,905,586 (27.5%) + 'qa': 1,526,469 (22.0%) + 'top': 997,363 (14.4%) + 'old': 481,814 (7.0%) + 'live': 15,569 (0.2%) + 'controversial': 14,150 (0.2%) + 'random': 6,351 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 38,596,941/38,596,941 (100.0%) +Types: str:38,596,940, NoneType:1 +Null/Empty: null:1, empty_str:976 +String length avg: 27.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 1,468 (0.0%) + 'self': 1,101 (0.0%) + 'default': 124 (0.0%) + 'spoiler': 24 (0.0%) + 'https://a.thumbs.redditmedia.com/XKn9TdRMrUKKz8Uih...': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 38,596,941/38,596,941 (100.0%) +Types: str:38,596,941 +String length avg: 47.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'In my favorite place, underneath his bwc sucking o...': 11 (0.0%) + '1 arrrow ⬆️⬆️⬆️ 11 nudes tel,,grm :: aylahot2': 5 (0.0%) + 'Self-promotion Thread': 5 (0.0%) + 'Are you gonna pull my thong to the side?': 4 (0.0%) + 'M19': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:38,596,941 +Null/Empty: null:38,596,941 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 38,596,941/38,596,941 (100.0%) +Types: int:38,596,941 +Numeric values: 38,596,941 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 38,596,941 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 38,596,941/38,596,941 (100.0%) +Types: list:38,596,941 +Null/Empty: empty_arr:38,596,941 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 38,596,941/38,596,941 (100.0%) +Types: int:38,596,941 +Numeric values: 38,596,941 total +Numeric range: min:0, max:193,975, avg:43.6 +Numeric std dev: 560.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 38,596,941/38,596,941 (100.0%) +Types: int:23,956,436, float:14,640,505 +Numeric values: 38,596,941 total +Numeric range: min:0.009999999776482582, max:1, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 100 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 38,596,941/38,596,941 (100.0%) +Types: str:38,596,941 +Null/Empty: empty_str:458,759 +String length avg: 62.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/agreeablemelodichorn...': 11 (0.0%) + 'http://v3.redgifs.com/watch/colorfuloblongbuffalo': 4 (0.0%) + 'http://v3.redgifs.com/watch/humongoussteelbluechim...': 4 (0.0%) + 'https://www.redgifs.com/watch/tinyprobableheron': 3 (0.0%) + 'https://www.youtube.com/watch?v=zd0iJQBkdec': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 38,596,941/38,596,941 (100.0%) +Types: list:38,596,941 +Null/Empty: empty_arr:38,596,941 + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:38,596,941 +Null/Empty: null:38,596,941 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 38,596,941/38,596,941 (100.0%) +Types: bool:38,596,941 +Booleans: true:0 (0.0%), false:38,596,941 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:22,437,864, str:16,159,077 +Null/Empty: null:22,437,864 +String length avg: 7.1 +Unique strings tracked: 3 +String values distribution: + 'all_ads': 14,252,323 (88.2%) + 'some_ads': 1,905,475 (11.8%) + 'house_only': 1,279 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 38,596,941/38,596,941 (100.0%) +Types: NoneType:22,437,864, int:16,159,077 +Null/Empty: null:22,437,864 +Numeric values: 16,159,077 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 14,252,323 (88.2%) + 7: 1,905,475 (11.8%) + 1: 1,279 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 38,595,964/38,596,941 (100.0%) +Types: int:21,403,893, NoneType:17,192,071 +Null/Empty: null:17,192,071 +Numeric values: 21,403,893 total +Numeric range: min:1, max:140, avg:124.5 +Numeric std dev: 25.2 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 38,595,964/38,596,941 (100.0%) +Types: int:21,403,893, NoneType:17,192,071 +Null/Empty: null:17,192,071 +Numeric values: 21,403,893 total +Numeric range: min:1, max:140, avg:139.9 +Numeric std dev: 2.1 +Unique numbers tracked: 69 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 38,136,725/38,596,941 (98.8%) +Types: list:38,136,725 +Null/Empty: empty_arr:36,509,998 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 38,136,725/38,596,941 (98.8%) +Types: str:38,136,725 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 36,509,998 (95.7%) + 'richtext': 1,626,727 (4.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 38,136,725/38,596,941 (98.8%) +Types: str:38,136,725 +String length avg: 11.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 56 (0.0%) + 't2_8dvzhoeh8': 14 (0.0%) + 't2_z7c1jtjr5': 12 (0.0%) + 't2_10nf9t1n4d': 11 (0.0%) + 't2_qq7ub0uu': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 38,136,725/38,596,941 (98.8%) +Types: bool:38,136,725 +Booleans: true:0 (0.0%), false:38,136,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 38,136,725/38,596,941 (98.8%) +Types: bool:38,136,725 +Booleans: true:346,489 (0.9%), false:37,790,236 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 38,049,813/38,596,941 (98.6%) +Types: dict:38,049,813 + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 22,560,066/38,596,941 (58.5%) +Types: str:22,560,066 +Null/Empty: empty_str:312,128 +String length avg: 43.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/agreeablemelodichorn...': 11 (0.0%) + 'http://v3.redgifs.com/watch/colorfuloblongbuffalo': 8 (0.0%) + 'http://v3.redgifs.com/watch/humongoussteelbluechim...': 7 (0.0%) + 'https://www.redgifs.com/watch/tinyprobableheron': 5 (0.0%) + 'https://www.youtube.com/watch?v=eJGo9PecXx4': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 18,528,312/38,596,941 (48.0%) +Types: dict:18,528,312 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 18,447,451/38,596,941 (47.8%) +Types: str:18,447,451 +String length avg: 5.9 +Unique strings tracked: 7 +String values distribution: + 'image': 12,600,699 (68.3%) + 'rich:video': 2,232,362 (12.1%) + 'link': 1,726,794 (9.4%) + 'hosted:video': 1,095,555 (5.9%) + 'self': 787,885 (4.3%) + 'gallery': 3,833 (0.0%) + 'video': 323 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 16,640,708/38,596,941 (43.1%) +Types: str:16,640,708 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'bb690bce-c876-11ed-a1cb-facb2313d394': 14 (0.0%) + '73b52200-cc30-11ed-860c-5a6b922ef00a': 9 (0.0%) + '21c57572-022b-11e9-83e5-0e95d81d38c8': 9 (0.0%) + 'e2539d9c-b545-11ed-8aab-d235a94dba51': 8 (0.0%) + '8b6af2d4-582a-11eb-853a-0e3d8344de53': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 4,186,380/38,596,941 (10.8%) +Types: dict:3,637,679, NoneType:548,701 +Null/Empty: null:548,701, empty_obj:28 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 3,687,078/38,596,941 (9.6%) +Types: dict:3,221,618, NoneType:465,460 +Null/Empty: null:465,460 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 3,687,078/38,596,941 (9.6%) +Types: bool:3,687,078 +Booleans: true:3,687,078 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,274,669/38,596,941 (3.3%) +Types: str:1,274,669 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1f616pe': 8 (0.0%) + 't3_1f60yvs': 8 (0.0%) + 't3_1f61wlz': 7 (0.0%) + 't3_1f61g11': 6 (0.0%) + 't3_1f1xv5p': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,274,669/38,596,941 (3.3%) +Types: list:1,274,669 +Null/Empty: empty_arr:176 + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 154,493/38,596,941 (0.4%) +Types: NoneType:154,493 +Null/Empty: null:154,493 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 154,493/38,596,941 (0.4%) +Types: NoneType:153,791, list:702 +Null/Empty: null:153,791, empty_arr:702 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 154,493/38,596,941 (0.4%) +Types: NoneType:140,538, str:13,955 +Null/Empty: null:140,538 +String length avg: 57.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[Hard Rock Bet!](https://play.google.com/store/app...': 85 (0.6%) + 'The Elder Scrolls Online': 61 (0.4%) + 'Yes, SVB.': 59 (0.4%) + 'InstaHeadshots is the #1 Professional Headshot Gen...': 45 (0.3%) + 'Nike Pegasus 41': 42 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 154,493/38,596,941 (0.4%) +Types: NoneType:154,493 +Null/Empty: null:154,493 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 154,493/38,596,941 (0.4%) +Types: NoneType:154,493 +Null/Empty: null:154,493 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 154,493/38,596,941 (0.4%) +Types: NoneType:154,493 +Null/Empty: null:154,493 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 154,493/38,596,941 (0.4%) +Types: NoneType:154,493 +Null/Empty: null:154,493 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 154,493/38,596,941 (0.4%) +Types: str:154,481, NoneType:12 +Null/Empty: null:12 +String length avg: 11.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_nymvravcc': 944 (0.6%) + 't2_jyms1ejh': 805 (0.5%) + 't2_tnk0sxl7': 749 (0.5%) + 't2_tnjwypik': 315 (0.2%) + 't2_w1o97fsct': 252 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 154,493/38,596,941 (0.4%) +Types: NoneType:154,493 +Null/Empty: null:154,493 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 154,493/38,596,941 (0.4%) +Types: str:115,992, NoneType:38,501 +Null/Empty: null:38,501 +String length avg: 17.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://dummyimage.com/361x57': 1,293 (1.1%) + 'adobe.com': 242 (0.2%) + 'store.steampowered.com': 216 (0.2%) + 'https://www.google.com/': 189 (0.2%) + 'apps.apple.com': 148 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 154,493/38,596,941 (0.4%) +Types: NoneType:154,401, str:92 +Null/Empty: null:154,401 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 92 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 154,493/38,596,941 (0.4%) +Types: NoneType:154,401, str:92 +Null/Empty: null:154,401 +String length avg: 104.7 +Unique strings tracked: 12 +Top 5 string values: + 'https://www.youtube.com/live/cfeBv2-94pc?utm_sourc...': 26 (28.3%) + 'https://www.youtube.com/live/cfeBv2-94pc': 15 (16.3%) + 'https://www.youtube.com/embed/cfeBv2-94pc': 14 (15.2%) + 'https://www.youtube.com/live/cfeBv2-94pc?utm_mediu...': 13 (14.1%) + 'https://www.youtube.com/watch?v=cfeBv2-94pc': 13 (14.1%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 154,493/38,596,941 (0.4%) +Types: list:154,493 +Null/Empty: empty_arr:154,493 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 154,493/38,596,941 (0.4%) +Types: list:154,493 +Null/Empty: empty_arr:154,493 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 154,493/38,596,941 (0.4%) +Types: str:154,493 +String length avg: 93.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.sanchez-byrd.com/': 618 (0.4%) + 'https://play.google.com/store/apps/details?id=com....': 175 (0.1%) + 'https://www.google.com/': 124 (0.1%) + 'https://reddit.com': 60 (0.0%) + 'https://abc.com/abc': 40 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 154,493/38,596,941 (0.4%) +Types: NoneType:154,493 +Null/Empty: null:154,493 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 154,493/38,596,941 (0.4%) +Types: NoneType:154,493 +Null/Empty: null:154,493 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 154,493/38,596,941 (0.4%) +Types: bool:154,493 +Booleans: true:0 (0.0%), false:154,493 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 154,493/38,596,941 (0.4%) +Types: bool:154,493 +Booleans: true:0 (0.0%), false:154,493 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 154,493/38,596,941 (0.4%) +Types: str:154,493 +Null/Empty: empty_str:71,970 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/lGPodvphXVy6...': 262 (0.3%) + 'https://reddit-image.s3.amazonaws.com/oQd_XBvKDQoj...': 53 (0.1%) + 'https://reddit-image.s3.amazonaws.com/B5G4YOGadSDb...': 50 (0.1%) + 'https://reddit-image.s3.amazonaws.com/Zm_Zd3vAOcQs...': 42 (0.1%) + 'https://reddit-image.s3.amazonaws.com/4Yb5jvxl0WFJ...': 42 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 154,493/38,596,941 (0.4%) +Types: NoneType:154,493 +Null/Empty: null:154,493 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 154,493/38,596,941 (0.4%) +Types: dict:154,493 +Null/Empty: empty_obj:154,493 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 154,493/38,596,941 (0.4%) +Types: NoneType:154,493 +Null/Empty: null:154,493 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 154,493/38,596,941 (0.4%) +Types: list:154,493 +Null/Empty: empty_arr:154,493 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 154,493/38,596,941 (0.4%) +Types: NoneType:154,482, str:11 +Null/Empty: null:154,482 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 11 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 154,493/38,596,941 (0.4%) +Types: bool:154,493 +Booleans: true:0 (0.0%), false:154,493 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 154,493/38,596,941 (0.4%) +Types: NoneType:154,493 +Null/Empty: null:154,493 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 154,493/38,596,941 (0.4%) +Types: NoneType:154,493 +Null/Empty: null:154,493 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 154,493/38,596,941 (0.4%) +Types: NoneType:154,493 +Null/Empty: null:154,493 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 154,493/38,596,941 (0.4%) +Types: bool:154,493 +Booleans: true:154,493 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 154,493/38,596,941 (0.4%) +Types: NoneType:154,493 +Null/Empty: null:154,493 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 154,493/38,596,941 (0.4%) +Types: list:154,493 +Null/Empty: empty_arr:154,493 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 154,493/38,596,941 (0.4%) +Types: NoneType:154,493 +Null/Empty: null:154,493 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 154,493/38,596,941 (0.4%) +Types: NoneType:154,493 +Null/Empty: null:154,493 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 120,445/38,596,941 (0.3%) +Types: str:120,445 +String length avg: 8.8 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 43,284 (35.9%) + 'Shop Now': 25,828 (21.4%) + 'Download': 12,038 (10.0%) + 'Sign Up': 10,973 (9.1%) + 'Install': 7,404 (6.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 97,277/38,596,941 (0.3%) +Types: bool:97,277 +Booleans: true:97,277 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 69,946/38,596,941 (0.2%) +Types: dict:65,046, NoneType:4,900 +Null/Empty: null:4,900 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 3,736/38,596,941 (0.0%) +Types: str:3,736 +String length avg: 6.5 +Unique strings tracked: 61 +Top 5 string values: + '$16.50': 1,925 (51.5%) + '$100.00': 1,575 (42.2%) + '$999.00': 35 (0.9%) + '$199.00': 20 (0.5%) + '$319.99': 12 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5/38,596,941 (0.0%) +Types: bool:5 +Booleans: true:1 (20.0%), false:4 (80.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5/38,596,941 (0.0%) +Types: bool:5 +Booleans: true:0 (0.0%), false:5 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5/38,596,941 (0.0%) +Types: bool:5 +Booleans: true:0 (0.0%), false:5 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5/38,596,941 (0.0%) +Types: bool:5 +Booleans: true:0 (0.0%), false:5 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: unrepliable_reason Occurrence: 4/38,596,941 (0.0%) +Types: str:4 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'BLOCK': 4 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2024-10.jsonl +Analysis Time: 2026-01-16 08:55:51 +================================================================================ +Processed lines: 38,986,522 +Total unique fields: 155 +Max unique values tracked per field: 1,000 +Sample size: 38,986,522 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 38,986,522/38,986,522 (100.0%) +Types: list:38,986,522 +Null/Empty: empty_arr:38,986,522 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:210 (0.0%), false:38,986,312 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:38,986,522 +Null/Empty: null:38,986,522 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:38,986,522 +Null/Empty: null:38,986,522 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:0 (0.0%), false:38,986,522 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 38,986,522/38,986,522 (100.0%) +Types: str:38,986,522 +String length avg: 13.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'GameProfessional': 73 (0.0%) + 'AutoModerator': 31 (0.0%) + 'NewGuidance867': 11 (0.0%) + '[deleted]': 10 (0.0%) + 'PersonalizedGameRecs': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:35,584,856, str:3,401,666 +Null/Empty: null:35,584,856, empty_str:1,002,327 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 2,750 (0.1%) + '#dadada': 1,367 (0.1%) + '#373c3f': 575 (0.0%) + '#ff66ac': 521 (0.0%) + '#ea0027': 386 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:37,726,946, str:1,259,576 +Null/Empty: null:37,726,946, empty_str:127,053 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'green': 99 (0.0%) + 'default': 99 (0.0%) + 'team-harmony': 92 (0.0%) + 'unv': 73 (0.0%) + 'notag': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:36,221,522, str:2,765,000 +Null/Empty: null:36,221,522 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '8cabe426-5e5e-11ef-b917-ca55693f7a3a': 35 (0.0%) + '6dde4c66-7924-11ee-be2a-46124de7bb46': 34 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 24 (0.0%) + '4d48f1aa-6c35-11e9-81f1-0acf30770a48': 22 (0.0%) + '9811a942-f7ec-11e8-ba86-0e2871aefb54': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:35,711,785, str:3,274,737 +Null/Empty: null:35,711,785, empty_str:171,580 +String length avg: 17.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Trades': 31 (0.0%) + 'Verified': 22 (0.0%) + 'FC: Trainer name: ': 20 (0.0%) + '∘': 19 (0.0%) + 'Verified Seller': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:35,216,239, str:3,770,283 +Null/Empty: null:35,216,239, empty_str:25,847 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'dark': 2,774,495 (74.1%) + 'light': 969,941 (25.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:0 (0.0%), false:38,986,522 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 38,986,522/38,986,522 (100.0%) +Types: list:38,986,522 +Null/Empty: empty_arr:38,986,522 + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:38,986,522 +Null/Empty: null:38,986,522 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:38,986,522 +Null/Empty: null:38,986,522 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:0 (0.0%), false:38,986,522 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:0 (0.0%), false:38,986,522 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:38,985,793, str:729 +Null/Empty: null:38,985,793 +String length avg: 14.0 +Unique strings tracked: 3 +String values distribution: + 'diy_and_crafts': 707 (97.0%) + 'entertainment': 21 (2.9%) + 'food': 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:0 (0.0%), false:38,986,522 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:38,815,461, list:171,061 +Null/Empty: null:38,815,461 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:30,339 (0.1%), false:38,956,183 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 38,986,522/38,986,522 (100.0%) +Types: int:38,986,522 +Numeric values: 38,986,522 total +Numeric range: min:1,727,740,800, max:1,730,419,199, avg:1729085446.0 +Numeric std dev: 776291.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 38,986,522/38,986,522 (100.0%) +Types: int:38,986,522 +Numeric values: 38,986,522 total +Numeric range: min:1,727,740,800, max:1,730,419,199, avg:1729085446.0 +Numeric std dev: 776291.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:38,986,522 +Null/Empty: null:38,986,522 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:38,927,031, str:59,491 +Null/Empty: null:38,927,031 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 59,378 (99.8%) + 'admin': 113 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 38,986,522/38,986,522 (100.0%) +Types: str:38,986,522 +Null/Empty: empty_str:623,779 +String length avg: 13.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 704 (0.0%) + 'reddit.com': 259 (0.0%) + 'redgifs.com': 103 (0.0%) + 'ebay.com': 96 (0.0%) + 'v.redd.it': 52 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 38,986,522/38,986,522 (100.0%) +Types: int:38,986,522 +Numeric values: 38,986,522 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 38,986,522 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,979,113, int:7,409 +Booleans: true:0 (0.0%), false:38,979,113 (100.0%) +Numeric values: 7,409 total +Numeric range: min:1,727,745,078, max:1,730,420,463, avg:1730049088.4 +Numeric std dev: 438345.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 38,986,522/38,986,522 (100.0%) +Types: int:38,986,522 +Numeric values: 38,986,522 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 38,986,522 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 38,986,522/38,986,522 (100.0%) +Types: dict:38,986,522 +Null/Empty: empty_obj:38,986,522 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:0 (0.0%), false:38,986,522 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:464,487 (1.2%), false:38,522,035 (98.8%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 38,986,522/38,986,522 (100.0%) +Types: str:38,986,522 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1ftajss': 1 (0.0%) + '1ftajsv': 1 (0.0%) + '1ftajsw': 1 (0.0%) + '1ftajsx': 1 (0.0%) + '1ftajsz': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:175,023 (0.4%), false:38,811,499 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:31,174,732 (80.0%), false:7,811,790 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:0 (0.0%), false:38,986,522 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:413,167 (1.1%), false:38,573,355 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:14,040,171 (36.0%), false:24,946,351 (64.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:31,383,227 (80.5%), false:7,603,295 (19.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:15,510,730 (39.8%), false:23,475,792 (60.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:1,155,939 (3.0%), false:37,830,583 (97.0%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:38,986,522 +Null/Empty: null:38,986,522 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 38,986,522/38,986,522 (100.0%) +Types: str:38,313,879, NoneType:672,643 +Null/Empty: null:672,643, empty_str:22,651,228 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 551 (0.0%) + '#0079d3': 511 (0.0%) + '#ea0027': 398 (0.0%) + '#ffd635': 306 (0.0%) + '#7193ff': 293 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:22,088,436, str:16,898,086 +Null/Empty: null:22,088,436, empty_str:12,924,858 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 208 (0.0%) + 'T5': 138 (0.0%) + 'question': 112 (0.0%) + 'male': 86 (0.0%) + 'help': 59 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 38,986,522/38,986,522 (100.0%) +Types: list:38,986,522 +Null/Empty: empty_arr:30,996,967 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:21,221,366, str:17,765,156 +Null/Empty: null:21,221,366, empty_str:2,188 +String length avg: 11.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 84 (0.0%) + 'Question': 56 (0.0%) + 'F4M': 14 (0.0%) + 'Video': 13 (0.0%) + 'M4F': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 38,986,522/38,986,522 (100.0%) +Types: str:38,319,829, NoneType:666,693 +Null/Empty: null:666,693 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 30,545,484 (79.7%) + 'light': 7,774,345 (20.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 38,986,522/38,986,522 (100.0%) +Types: str:38,986,522 +String length avg: 4.8 +Unique strings tracked: 2 +String values distribution: + 'text': 30,996,967 (79.5%) + 'richtext': 7,989,555 (20.5%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:2,160,808 (5.5%), false:36,825,714 (94.5%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:35,197,031, dict:3,789,491 +Null/Empty: null:35,197,031 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 38,986,522/38,986,522 (100.0%) +Types: dict:38,986,522 +Null/Empty: empty_obj:36,391,897 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:1,137 (0.0%), false:38,985,385 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:38,986,522 +Null/Empty: null:38,986,522 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:38,986,522 +Null/Empty: null:38,986,522 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:38,986,522 +Null/Empty: null:38,986,522 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 38,986,522/38,986,522 (100.0%) +Types: list:38,986,522 +Null/Empty: empty_arr:38,986,522 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 38,986,522/38,986,522 (100.0%) +Types: str:38,986,522 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1ftajss': 1 (0.0%) + 't3_1ftajsv': 1 (0.0%) + 't3_1ftajsw': 1 (0.0%) + 't3_1ftajsx': 1 (0.0%) + 't3_1ftajsz': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:32,344,176 (83.0%), false:6,642,346 (17.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 38,986,522/38,986,522 (100.0%) +Types: int:38,986,522 +Numeric values: 38,986,522 total +Numeric range: min:0, max:34,635, avg:6.8 +Numeric std dev: 63.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 38,986,522/38,986,522 (100.0%) +Types: int:38,986,522 +Numeric values: 38,986,522 total +Numeric range: min:0, max:160, avg:0.0 +Numeric std dev: 0.3 +Unique numbers tracked: 81 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:38,986,522 +Null/Empty: null:38,986,522 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:15,933,570 (40.9%), false:23,052,952 (59.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 38,986,522/38,986,522 (100.0%) +Types: str:38,986,522 +String length avg: 66.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/ProgrammingBuddies/comments/1ftajss/looking_for...': 1 (0.0%) + '/r/Hanazuki/comments/1ftajsv/hsnazuki_series_now_o...': 1 (0.0%) + '/r/KarmaRoulette/comments/1ftajsw/up_for_an_up/': 1 (0.0%) + '/r/cumshots_galore/comments/1ftajsx/logan_exposed_...': 1 (0.0%) + '/r/every15min/comments/1ftajsz/currently_its_septe...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:0 (0.0%), false:38,986,522 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:22,008,648, int:16,977,874 +Null/Empty: null:22,008,648 +Numeric values: 16,977,874 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 14,934,397 (88.0%) + 7: 2,042,601 (12.0%) + 1: 876 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:1,072 (0.0%), false:38,985,450 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:38,980,340, str:6,182 +Null/Empty: null:38,980,340 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 6,182 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:38,986,522 +Null/Empty: null:38,986,522 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:31,387,730, str:7,598,792 +Null/Empty: null:31,387,730 +String length avg: 8.6 +Unique strings tracked: 6 +String values distribution: + 'reddit': 3,302,962 (43.5%) + 'moderator': 2,923,834 (38.5%) + 'automod_filtered': 1,025,465 (13.5%) + 'deleted': 337,330 (4.4%) + 'content_takedown': 5,657 (0.1%) + 'author': 3,544 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:38,986,522 +Null/Empty: null:38,986,522 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 38,986,522/38,986,522 (100.0%) +Types: int:38,986,522 +Numeric values: 38,986,522 total +Numeric range: min:1,727,740,817, max:1,730,527,859, avg:1729085636.1 +Numeric std dev: 776529.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:0 (0.0%), false:38,986,522 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 38,986,522/38,986,522 (100.0%) +Types: int:38,986,522 +Numeric values: 38,986,522 total +Numeric range: min:0, max:176,724, avg:46.4 +Numeric std dev: 583.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:35,197,031, dict:3,789,491 +Null/Empty: null:35,197,031 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 38,986,522/38,986,522 (100.0%) +Types: dict:38,986,522 +Null/Empty: empty_obj:36,391,897 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 38,986,522/38,986,522 (100.0%) +Types: str:38,986,522 +Null/Empty: empty_str:21,735,960 +String length avg: 431.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 179 (0.0%) + '[deleted]': 21 (0.0%) + 'Use this thread to ask anything at all!': 5 (0.0%) + 'Use this thread to promote yourself and/or your wo...': 5 (0.0%) + 'https://thefactbase.com/until-1997-there-were-more...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:37,825,486 (97.0%), false:1,161,036 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:351,941 (0.9%), false:38,634,581 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:94,271 (0.2%), false:38,892,251 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 38,986,522/38,986,522 (100.0%) +Types: str:38,986,522 +String length avg: 11.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'eBayVideoGames': 22 (0.0%) + 'UpGameShop': 22 (0.0%) + 'JerkOffChat': 16 (0.0%) + '247videogame': 15 (0.0%) + 'cumshots_galore': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 38,986,522/38,986,522 (100.0%) +Types: str:38,986,522 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_cbu7w6': 22 (0.0%) + 't5_ce07ig': 22 (0.0%) + 't5_5l3176': 16 (0.0%) + 't5_9l9d63': 15 (0.0%) + 't5_behaht': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 38,986,522/38,986,522 (100.0%) +Types: str:38,986,522 +String length avg: 13.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/eBayVideoGames': 22 (0.0%) + 'r/UpGameShop': 22 (0.0%) + 'r/JerkOffChat': 16 (0.0%) + 'r/247videogame': 15 (0.0%) + 'r/cumshots_galore': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 38,986,522/38,986,522 (100.0%) +Types: int:38,986,522 +Numeric values: 38,986,522 total +Numeric range: min:-1, max:64,649,200, avg:864326.4 +Numeric std dev: 4284803.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 38,986,522/38,986,522 (100.0%) +Types: str:38,986,522 +String length avg: 6.0 +Unique strings tracked: 3 +String values distribution: + 'public': 36,379,418 (93.3%) + 'user': 1,526,430 (3.9%) + 'restricted': 1,080,674 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:31,855,290, str:7,131,232 +Null/Empty: null:31,855,290 +String length avg: 4.8 +Unique strings tracked: 8 +String values distribution: + 'new': 2,006,282 (28.1%) + 'confidence': 1,982,012 (27.8%) + 'qa': 1,563,849 (21.9%) + 'top': 1,039,681 (14.6%) + 'old': 500,938 (7.0%) + 'live': 17,813 (0.2%) + 'controversial': 14,098 (0.2%) + 'random': 6,559 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 38,986,522/38,986,522 (100.0%) +Types: str:38,986,519, NoneType:3 +Null/Empty: null:3, empty_str:941 +String length avg: 27.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 1,454 (0.0%) + 'self': 1,244 (0.0%) + 'default': 146 (0.0%) + 'spoiler': 27 (0.0%) + 'image': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 38,986,522/38,986,522 (100.0%) +Types: str:38,986,522 +String length avg: 47.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Sometimes its too big but he makes me take it all....': 11 (0.0%) + 'M18': 3 (0.0%) + 'm21': 3 (0.0%) + '[image processing failed]': 3 (0.0%) + 'want me to suck before u fuck? 🍆': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:38,986,522 +Null/Empty: null:38,986,522 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 38,986,522/38,986,522 (100.0%) +Types: int:38,986,522 +Numeric values: 38,986,522 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 38,986,522 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 38,986,522/38,986,522 (100.0%) +Types: list:38,986,522 +Null/Empty: empty_arr:38,986,522 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 38,986,522/38,986,522 (100.0%) +Types: int:38,986,522 +Numeric values: 38,986,522 total +Numeric range: min:0, max:176,724, avg:46.4 +Numeric std dev: 583.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 38,986,522/38,986,522 (100.0%) +Types: int:23,908,796, float:15,077,726 +Numeric values: 38,986,522 total +Numeric range: min:0, max:1, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 38,986,522/38,986,522 (100.0%) +Types: str:38,986,522 +Null/Empty: empty_str:479,065 +String length avg: 61.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/mediumforestgreenroy...': 11 (0.0%) + 'https://www.ebay.com/itm/205021398532?_skw=Video+G...': 4 (0.0%) + 'https://www.ebay.com/itm/126699738707?_skw=Video+G...': 4 (0.0%) + 'https://www.ebay.com/itm/405259464208?_skw=Video+G...': 4 (0.0%) + 'https://www.ebay.com/itm/405259464448?_skw=Video+G...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 38,986,522/38,986,522 (100.0%) +Types: list:38,986,522 +Null/Empty: empty_arr:38,986,522 + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:38,986,522 +Null/Empty: null:38,986,522 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 38,986,522/38,986,522 (100.0%) +Types: bool:38,986,522 +Booleans: true:0 (0.0%), false:38,986,522 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 38,986,522/38,986,522 (100.0%) +Types: NoneType:22,008,648, int:16,977,874 +Null/Empty: null:22,008,648 +Numeric values: 16,977,874 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 14,934,397 (88.0%) + 7: 2,042,601 (12.0%) + 1: 876 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 38,985,578/38,986,522 (100.0%) +Types: int:22,193,813, NoneType:16,791,765 +Null/Empty: null:16,791,765 +Numeric values: 22,193,813 total +Numeric range: min:1, max:140, avg:124.5 +Numeric std dev: 25.3 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 38,985,578/38,986,522 (100.0%) +Types: int:22,193,813, NoneType:16,791,765 +Null/Empty: null:16,791,765 +Numeric values: 22,193,813 total +Numeric range: min:1, max:140, avg:139.9 +Numeric std dev: 2.2 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 38,554,055/38,986,522 (98.9%) +Types: dict:38,554,055 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 38,504,024/38,986,522 (98.8%) +Types: list:38,504,024 +Null/Empty: empty_arr:36,817,445 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 38,504,024/38,986,522 (98.8%) +Types: str:38,504,024 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 36,817,445 (95.6%) + 'richtext': 1,686,579 (4.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 38,504,024/38,986,522 (98.8%) +Types: bool:38,504,024 +Booleans: true:0 (0.0%), false:38,504,024 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 38,504,024/38,986,522 (98.8%) +Types: bool:38,504,024 +Booleans: true:348,020 (0.9%), false:38,156,004 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 38,504,013/38,986,522 (98.8%) +Types: str:38,504,013 +String length avg: 11.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_gyt6pat': 73 (0.0%) + 't2_6l4z3': 31 (0.0%) + 't2_10nf9t1n4d': 11 (0.0%) + 't2_58rqc9j': 10 (0.0%) + 't2_g582r4zk': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 23,476,345/38,986,522 (60.2%) +Types: str:23,476,345 +Null/Empty: empty_str:321,429 +String length avg: 43.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/mediumforestgreenroy...': 11 (0.0%) + 'https://www.ebay.com/itm/205021398532?_skw=Video+G...': 4 (0.0%) + 'https://www.ebay.com/itm/126699738707?_skw=Video+G...': 4 (0.0%) + 'https://www.ebay.com/itm/405259464208?_skw=Video+G...': 4 (0.0%) + 'https://www.ebay.com/itm/405259464448?_skw=Video+G...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 19,376,165/38,986,522 (49.7%) +Types: NoneType:11,014,132, str:8,362,033 +Null/Empty: null:11,014,132 +String length avg: 7.1 +Unique strings tracked: 3 +String values distribution: + 'all_ads': 7,364,031 (88.1%) + 'some_ads': 997,571 (11.9%) + 'house_only': 431 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 19,376,165/38,986,522 (49.7%) +Types: NoneType:11,014,132, str:8,362,033 +Null/Empty: null:11,014,132 +String length avg: 7.1 +Unique strings tracked: 3 +String values distribution: + 'all_ads': 7,364,031 (88.1%) + 'some_ads': 997,571 (11.9%) + 'house_only': 431 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 19,307,420/38,986,522 (49.5%) +Types: dict:19,307,420 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 19,198,211/38,986,522 (49.2%) +Types: str:19,198,211 +String length avg: 5.9 +Unique strings tracked: 7 +String values distribution: + 'image': 13,053,189 (68.0%) + 'rich:video': 2,486,040 (12.9%) + 'link': 1,744,541 (9.1%) + 'hosted:video': 1,132,016 (5.9%) + 'self': 778,631 (4.1%) + 'gallery': 3,472 (0.0%) + 'video': 322 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 17,205,127/38,986,522 (44.1%) +Types: str:17,205,127 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'd393496a-b545-11ed-8dbe-42eac0912d81': 7 (0.0%) + '9e4637c8-3116-11eb-aa21-0ef73ac967a5': 6 (0.0%) + 'ddbf8cd2-b545-11ed-b043-663e13ba41b0': 5 (0.0%) + 'e2539d9c-b545-11ed-8aab-d235a94dba51': 5 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 4,363,505/38,986,522 (11.2%) +Types: dict:3,792,221, NoneType:571,284 +Null/Empty: null:571,284, empty_obj:9 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 3,834,672/38,986,522 (9.8%) +Types: dict:3,354,844, NoneType:479,828 +Null/Empty: null:479,828 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 3,834,672/38,986,522 (9.8%) +Types: bool:3,834,672 +Booleans: true:3,834,672 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,314,530/38,986,522 (3.4%) +Types: str:1,314,530 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1ftauqv': 10 (0.0%) + 't3_1ftawcc': 10 (0.0%) + 't3_1ftaju7': 10 (0.0%) + 't3_1ftaqlr': 9 (0.0%) + 't3_1dzcsj5': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,314,530/38,986,522 (3.4%) +Types: list:1,314,530 +Null/Empty: empty_arr:171 + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 175,023/38,986,522 (0.4%) +Types: NoneType:175,023 +Null/Empty: null:175,023 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 175,023/38,986,522 (0.4%) +Types: NoneType:174,281, list:742 +Null/Empty: null:174,281, empty_arr:739 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 175,023/38,986,522 (0.4%) +Types: NoneType:158,270, str:16,753 +Null/Empty: null:158,270 +String length avg: 53.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Accelerate your career.': 55 (0.3%) + 'Start your global career': 50 (0.3%) + 'Prescribing Info: www.simparicatriopi.com': 46 (0.3%) + 'Ab 17. Oktober 2024 im Kino': 38 (0.2%) + 'Click [here](https://www.calquence.com/safety-isi....': 36 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 175,023/38,986,522 (0.4%) +Types: NoneType:175,023 +Null/Empty: null:175,023 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 175,023/38,986,522 (0.4%) +Types: NoneType:175,023 +Null/Empty: null:175,023 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 175,023/38,986,522 (0.4%) +Types: NoneType:175,023 +Null/Empty: null:175,023 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 175,023/38,986,522 (0.4%) +Types: NoneType:175,023 +Null/Empty: null:175,023 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 175,023/38,986,522 (0.4%) +Types: str:175,001, NoneType:22 +Null/Empty: null:22 +String length avg: 11.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_jyms1ejh': 639 (0.4%) + 't2_nymvravcc': 469 (0.3%) + 't2_tnk0sxl7': 270 (0.2%) + 't2_tnjwypik': 162 (0.1%) + 't2_w1o97fsct': 123 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 175,023/38,986,522 (0.4%) +Types: NoneType:175,023 +Null/Empty: null:175,023 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 175,023/38,986,522 (0.4%) +Types: str:133,938, NoneType:41,085 +Null/Empty: null:41,085 +String length avg: 17.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://dummyimage.com/361x57': 515 (0.4%) + 'abc.com': 146 (0.1%) + 'kpn.com': 119 (0.1%) + 'cookiebot.com': 110 (0.1%) + 'statusgator.com': 100 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 175,023/38,986,522 (0.4%) +Types: NoneType:175,011, str:12 +Null/Empty: null:175,011 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 10 (83.3%) + 'iframe': 2 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 175,023/38,986,522 (0.4%) +Types: NoneType:175,011, str:12 +Null/Empty: null:175,011 +String length avg: 43.8 +Unique strings tracked: 7 +String values distribution: + 'https://www.youtube.com/watch?v=ae4vpzIxL6k': 3 (25.0%) + 'https://www.youtube.com/watch?v=sOhhO0oU0RI': 3 (25.0%) + 'https://www.youtube.com/watch?v=HbGJSV1NikU': 2 (16.7%) + 'https://www.youtube.com/watch?v=173hysl7cVI': 1 (8.3%) + 'https://www.youtube.com/embed/sOhhO0oU0RI?si=X1OO2...': 1 (8.3%) + 'https://www.twitch.tv/aussieantics': 1 (8.3%) + 'https://www.youtube.com/watch?v=ccCeVyCCGZg': 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 175,023/38,986,522 (0.4%) +Types: list:175,023 +Null/Empty: empty_arr:175,023 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 175,023/38,986,522 (0.4%) +Types: list:175,023 +Null/Empty: empty_arr:175,023 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 175,023/38,986,522 (0.4%) +Types: str:175,023 +String length avg: 94.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.sanchez-byrd.com/': 162 (0.1%) + 'https://statusgator.com/features/early-warning-sig...': 75 (0.0%) + 'https://www.mazdausa.com/vehicles/cx-90?campId=red...': 30 (0.0%) + 'https://burstimo.com/': 26 (0.0%) + 'https://www.worthingtonjewelers.com/events/?utm_so...': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 175,023/38,986,522 (0.4%) +Types: NoneType:175,023 +Null/Empty: null:175,023 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 175,023/38,986,522 (0.4%) +Types: NoneType:175,023 +Null/Empty: null:175,023 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 175,023/38,986,522 (0.4%) +Types: bool:175,023 +Booleans: true:0 (0.0%), false:175,023 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 175,023/38,986,522 (0.4%) +Types: bool:175,023 +Booleans: true:0 (0.0%), false:175,023 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 175,023/38,986,522 (0.4%) +Types: str:175,023 +Null/Empty: empty_str:77,847 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/lGPodvphXVy6...': 108 (0.1%) + 'https://reddit-image.s3.amazonaws.com/oQd_XBvKDQoj...': 57 (0.1%) + 'https://reddit-image.s3.amazonaws.com/B5G4YOGadSDb...': 56 (0.1%) + 'https://reddit-image.s3.amazonaws.com/l0bdCB9qNluQ...': 46 (0.0%) + 'https://reddit-image.s3.amazonaws.com/y1toREx6ofx6...': 45 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 175,023/38,986,522 (0.4%) +Types: NoneType:175,023 +Null/Empty: null:175,023 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 175,023/38,986,522 (0.4%) +Types: dict:175,023 +Null/Empty: empty_obj:175,023 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 175,023/38,986,522 (0.4%) +Types: NoneType:175,023 +Null/Empty: null:175,023 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 175,023/38,986,522 (0.4%) +Types: list:175,023 +Null/Empty: empty_arr:175,023 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 175,023/38,986,522 (0.4%) +Types: NoneType:175,015, str:8 +Null/Empty: null:175,015 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 8 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 175,023/38,986,522 (0.4%) +Types: bool:175,023 +Booleans: true:0 (0.0%), false:175,023 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 175,023/38,986,522 (0.4%) +Types: NoneType:175,023 +Null/Empty: null:175,023 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 175,023/38,986,522 (0.4%) +Types: NoneType:175,023 +Null/Empty: null:175,023 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 175,023/38,986,522 (0.4%) +Types: NoneType:175,023 +Null/Empty: null:175,023 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 175,023/38,986,522 (0.4%) +Types: bool:175,023 +Booleans: true:175,023 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 175,023/38,986,522 (0.4%) +Types: NoneType:175,023 +Null/Empty: null:175,023 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 175,023/38,986,522 (0.4%) +Types: list:175,023 +Null/Empty: empty_arr:175,023 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 175,023/38,986,522 (0.4%) +Types: NoneType:175,023 +Null/Empty: null:175,023 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 175,023/38,986,522 (0.4%) +Types: NoneType:175,023 +Null/Empty: null:175,023 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 128,567/38,986,522 (0.3%) +Types: str:128,567 +String length avg: 8.8 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 45,311 (35.2%) + 'Shop Now': 30,265 (23.5%) + 'Download': 10,980 (8.5%) + 'Sign Up': 10,429 (8.1%) + 'Install': 8,184 (6.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 111,229/38,986,522 (0.3%) +Types: bool:111,229 +Booleans: true:111,229 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 69,459/38,986,522 (0.2%) +Types: dict:64,104, NoneType:5,355 +Null/Empty: null:5,355 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 3,745/38,986,522 (0.0%) +Types: str:3,745 +String length avg: 6.5 +Unique strings tracked: 74 +Top 5 string values: + '$16.50': 1,803 (48.1%) + '$100.00': 1,552 (41.4%) + '$999.00': 64 (1.7%) + '$24.99': 34 (0.9%) + '$799.00': 32 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: unrepliable_reason Occurrence: 3/38,986,522 (0.0%) +Types: str:3 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'BLOCK': 3 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2024-11.jsonl +Analysis Time: 2026-01-16 10:27:20 +================================================================================ +Processed lines: 38,022,413 +Total unique fields: 156 +Max unique values tracked per field: 1,000 +Sample size: 38,022,413 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 38,022,413/38,022,413 (100.0%) +Types: list:38,022,413 +Null/Empty: empty_arr:38,022,413 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:225 (0.0%), false:38,022,188 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:38,022,413 +Null/Empty: null:38,022,413 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:38,022,413 +Null/Empty: null:38,022,413 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:0 (0.0%), false:38,022,413 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 38,022,413/38,022,413 (100.0%) +Types: str:38,022,413 +String length avg: 13.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 54 (0.0%) + '[deleted]': 17 (0.0%) + 'babayaga042': 8 (0.0%) + 'AcademicAd8273': 7 (0.0%) + 'MassiveLoveU': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:34,499,286, str:3,523,127 +Null/Empty: null:34,499,286, empty_str:946,005 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 2,488 (0.1%) + '#dadada': 716 (0.0%) + '#373c3f': 469 (0.0%) + '#ea0027': 342 (0.0%) + '#46d160': 290 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:36,800,575, str:1,221,838 +Null/Empty: null:36,800,575, empty_str:127,969 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 80 (0.0%) + 'NORANK': 75 (0.0%) + 'unv': 71 (0.0%) + 'green': 56 (0.0%) + 'team-harmony': 51 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:35,205,743, str:2,816,670 +Null/Empty: null:35,205,743 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6dde4c66-7924-11ee-be2a-46124de7bb46': 24 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 18 (0.0%) + 'd479911a-ee96-11e8-a1e5-0e928c379f44': 11 (0.0%) + '0183a420-21a9-11ef-9c20-eab13cc23cd5': 8 (0.0%) + '15f8c726-3254-11ef-a52d-62ddc77b1468': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:34,596,281, str:3,426,132 +Null/Empty: null:34,596,281, empty_str:160,825 +String length avg: 16.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified': 26 (0.0%) + '∘': 18 (0.0%) + 'FC: Trainer name: ': 16 (0.0%) + 'Verified Seller': 15 (0.0%) + 'Still IN:goldennut18:': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:34,137,214, str:3,885,199 +Null/Empty: null:34,137,214, empty_str:25,721 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'dark': 2,709,960 (70.2%) + 'light': 1,149,518 (29.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:0 (0.0%), false:38,022,413 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 38,022,413/38,022,413 (100.0%) +Types: list:38,022,413 +Null/Empty: empty_arr:38,022,413 + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:38,022,413 +Null/Empty: null:38,022,413 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:38,022,413 +Null/Empty: null:38,022,413 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:0 (0.0%), false:38,022,413 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:0 (0.0%), false:38,022,413 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:38,021,633, str:780 +Null/Empty: null:38,021,633 +String length avg: 14.0 +Unique strings tracked: 3 +String values distribution: + 'diy_and_crafts': 769 (98.6%) + 'entertainment': 10 (1.3%) + 'photography': 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:0 (0.0%), false:38,022,413 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:37,852,390, list:170,023 +Null/Empty: null:37,852,390 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:32,190 (0.1%), false:37,990,223 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 38,022,413/38,022,413 (100.0%) +Types: int:38,022,413 +Numeric values: 38,022,413 total +Numeric range: min:1,730,419,200, max:1,733,011,199, avg:1731717488.8 +Numeric std dev: 745365.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 38,022,413/38,022,413 (100.0%) +Types: int:38,022,413 +Numeric values: 38,022,413 total +Numeric range: min:1,730,419,200, max:1,733,011,199, avg:1731717488.8 +Numeric std dev: 745365.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:38,022,413 +Null/Empty: null:38,022,413 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:37,960,915, str:61,498 +Null/Empty: null:37,960,915 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 61,413 (99.9%) + 'admin': 85 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 38,022,413/38,022,413 (100.0%) +Types: str:38,022,413 +Null/Empty: empty_str:581,381 +String length avg: 13.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 827 (0.0%) + 'reddit.com': 271 (0.0%) + 'redgifs.com': 99 (0.0%) + 'v.redd.it': 42 (0.0%) + 'youtube.com': 29 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 38,022,413/38,022,413 (100.0%) +Types: int:38,022,413 +Numeric values: 38,022,413 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 38,022,413 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,015,281, int:7,132 +Booleans: true:0 (0.0%), false:38,015,281 (100.0%) +Numeric values: 7,132 total +Numeric range: min:1,730,429,626, max:1,733,008,236, avg:1731287795.7 +Numeric std dev: 305197.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 38,022,413/38,022,413 (100.0%) +Types: int:38,022,413 +Numeric values: 38,022,413 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 38,022,413 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 38,022,413/38,022,413 (100.0%) +Types: dict:38,022,413 +Null/Empty: empty_obj:38,022,413 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:0 (0.0%), false:38,022,413 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:348,170 (0.9%), false:37,674,243 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 38,022,413/38,022,413 (100.0%) +Types: str:38,022,413 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1ggspio': 1 (0.0%) + '1ggspip': 1 (0.0%) + '1ggspis': 1 (0.0%) + '1ggspit': 1 (0.0%) + '1ggspiv': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:174,228 (0.5%), false:37,848,185 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:30,544,083 (80.3%), false:7,478,330 (19.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:0 (0.0%), false:38,022,413 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:377,470 (1.0%), false:37,644,943 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:13,414,033 (35.3%), false:24,608,380 (64.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:30,746,985 (80.9%), false:7,275,428 (19.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:15,364,631 (40.4%), false:22,657,782 (59.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:1,128,528 (3.0%), false:36,893,885 (97.0%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:38,022,413 +Null/Empty: null:38,022,413 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 38,022,413/38,022,413 (100.0%) +Types: str:37,375,994, NoneType:646,419 +Null/Empty: null:646,419, empty_str:21,770,121 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 494 (0.0%) + '#0079d3': 468 (0.0%) + '#ea0027': 376 (0.0%) + '#ffd635': 320 (0.0%) + '#46d160': 297 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:21,251,937, str:16,770,476 +Null/Empty: null:21,251,937, empty_str:12,864,669 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 205 (0.0%) + 'question': 114 (0.0%) + 'male': 100 (0.0%) + 'T5': 55 (0.0%) + 'help': 49 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 38,022,413/38,022,413 (100.0%) +Types: list:38,022,413 +Null/Empty: empty_arr:30,023,265 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:20,407,271, str:17,615,142 +Null/Empty: null:20,407,271, empty_str:2,167 +String length avg: 11.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 81 (0.0%) + 'Question': 42 (0.0%) + 'MALE': 12 (0.0%) + 'Advice': 12 (0.0%) + 'Meme': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 38,022,413/38,022,413 (100.0%) +Types: str:37,374,127, NoneType:648,286 +Null/Empty: null:648,286 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 29,565,964 (79.1%) + 'light': 7,808,163 (20.9%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 38,022,413/38,022,413 (100.0%) +Types: str:38,022,413 +String length avg: 4.8 +Unique strings tracked: 2 +String values distribution: + 'text': 30,023,265 (79.0%) + 'richtext': 7,999,148 (21.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:2,122,153 (5.6%), false:35,900,260 (94.4%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:34,333,051, dict:3,689,362 +Null/Empty: null:34,333,051 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 38,022,413/38,022,413 (100.0%) +Types: dict:38,022,413 +Null/Empty: empty_obj:35,498,343 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:1,194 (0.0%), false:38,021,219 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:38,022,413 +Null/Empty: null:38,022,413 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:38,022,413 +Null/Empty: null:38,022,413 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:38,022,413 +Null/Empty: null:38,022,413 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 38,022,413/38,022,413 (100.0%) +Types: list:38,022,413 +Null/Empty: empty_arr:38,022,413 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 38,022,413/38,022,413 (100.0%) +Types: str:38,022,413 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1ggspio': 1 (0.0%) + 't3_1ggspip': 1 (0.0%) + 't3_1ggspis': 1 (0.0%) + 't3_1ggspit': 1 (0.0%) + 't3_1ggspiv': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:31,614,005 (83.1%), false:6,408,408 (16.9%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 38,022,413/38,022,413 (100.0%) +Types: int:38,022,413 +Numeric values: 38,022,413 total +Numeric range: min:0, max:82,353, avg:7.0 +Numeric std dev: 73.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 38,022,413/38,022,413 (100.0%) +Types: int:38,022,413 +Numeric values: 38,022,413 total +Numeric range: min:0, max:149, avg:0.0 +Numeric std dev: 0.3 +Unique numbers tracked: 84 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:38,022,413 +Null/Empty: null:38,022,413 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:15,335,617 (40.3%), false:22,686,796 (59.7%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 38,022,413/38,022,413 (100.0%) +Types: str:38,022,413 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Memes_Of_The_Dank/comments/1ggspio/these_foes_b...': 1 (0.0%) + '/r/Vore_Disposal/comments/1ggspip/hard_work_artist...': 1 (0.0%) + '/r/nba/comments/1ggspis/game_thread_san_antonio_sp...': 1 (0.0%) + '/r/caseoh_/comments/1ggspit/since_when_did_caseoh_...': 1 (0.0%) + '/r/PTCGP/comments/1ggspiv/preregistered_app_not_do...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:0 (0.0%), false:38,022,413 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:21,177,462, int:16,844,951 +Null/Empty: null:21,177,462 +Numeric values: 16,844,951 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 14,813,283 (87.9%) + 7: 2,030,556 (12.1%) + 1: 1,112 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:1,036 (0.0%), false:38,021,377 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:38,016,231, str:6,182 +Null/Empty: null:38,016,231 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 6,182 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:38,022,413 +Null/Empty: null:38,022,413 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:30,752,014, str:7,270,399 +Null/Empty: null:30,752,014 +String length avg: 8.6 +Unique strings tracked: 6 +String values distribution: + 'reddit': 3,142,944 (43.2%) + 'moderator': 2,802,219 (38.5%) + 'automod_filtered': 1,011,943 (13.9%) + 'deleted': 304,600 (4.2%) + 'content_takedown': 5,351 (0.1%) + 'author': 3,342 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:38,022,413 +Null/Empty: null:38,022,413 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 38,022,413/38,022,413 (100.0%) +Types: int:38,022,413 +Numeric values: 38,022,413 total +Numeric range: min:1,730,419,216, max:1,733,138,907, avg:1731717693.0 +Numeric std dev: 745252.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:0 (0.0%), false:38,022,413 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 38,022,413/38,022,413 (100.0%) +Types: int:38,022,413 +Numeric values: 38,022,413 total +Numeric range: min:0, max:237,600, avg:46.3 +Numeric std dev: 583.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:34,333,051, dict:3,689,362 +Null/Empty: null:34,333,051 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 38,022,413/38,022,413 (100.0%) +Types: dict:38,022,413 +Null/Empty: empty_obj:35,498,343 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 38,022,413/38,022,413 (100.0%) +Types: str:38,022,413 +Null/Empty: empty_str:21,007,216 +String length avg: 424.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 187 (0.0%) + '[deleted]': 18 (0.0%) + 'https://thefactbase.com/in-the-u-s-there-s-an-offi...': 4 (0.0%) + 'Text post body': 3 (0.0%) + 'needing help of the job Hasan Piker won't stop hac...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:36,808,139 (96.8%), false:1,214,274 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:360,804 (0.9%), false:37,661,609 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:88,112 (0.2%), false:37,934,301 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 38,022,413/38,022,413 (100.0%) +Types: str:38,022,413 +String length avg: 11.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nourhene_hociniNSFW': 12 (0.0%) + 'nonutnovember': 11 (0.0%) + 'JerkOffChat': 9 (0.0%) + 'GaySnapchatShare': 9 (0.0%) + 'DirtySnapchat': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 38,022,413/38,022,413 (100.0%) +Types: str:38,022,413 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_b12m6k': 12 (0.0%) + 't5_3pnv2': 11 (0.0%) + 't5_5l3176': 9 (0.0%) + 't5_32ulkj': 9 (0.0%) + 't5_2vuxw': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 38,022,413/38,022,413 (100.0%) +Types: str:38,022,413 +String length avg: 13.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/nourhene_hociniNSFW': 12 (0.0%) + 'r/nonutnovember': 11 (0.0%) + 'r/JerkOffChat': 9 (0.0%) + 'r/GaySnapchatShare': 9 (0.0%) + 'r/DirtySnapchat': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 38,022,413/38,022,413 (100.0%) +Types: int:38,022,413 +Numeric values: 38,022,413 total +Numeric range: min:-665, max:65,382,967, avg:864697.2 +Numeric std dev: 4283699.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 38,022,413/38,022,413 (100.0%) +Types: str:38,022,413 +String length avg: 6.0 +Unique strings tracked: 4 +String values distribution: + 'public': 35,424,976 (93.2%) + 'user': 1,460,966 (3.8%) + 'restricted': 1,136,460 (3.0%) + 'private': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:31,028,621, str:6,993,792 +Null/Empty: null:31,028,621 +String length avg: 4.8 +Unique strings tracked: 8 +String values distribution: + 'confidence': 1,965,390 (28.1%) + 'new': 1,915,090 (27.4%) + 'qa': 1,491,653 (21.3%) + 'top': 1,052,382 (15.0%) + 'old': 530,261 (7.6%) + 'live': 17,510 (0.3%) + 'controversial': 14,997 (0.2%) + 'random': 6,509 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 38,022,413/38,022,413 (100.0%) +Types: str:38,022,413 +Null/Empty: empty_str:938 +String length avg: 27.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 1,420 (0.0%) + 'self': 1,104 (0.0%) + 'default': 146 (0.0%) + 'spoiler': 34 (0.0%) + 'image': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 38,022,413/38,022,413 (100.0%) +Types: str:38,022,413 +String length avg: 47.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'In the U.S., there's an official Rock Paper Scisso...': 6 (0.0%) + 'Oops I've lost my magic wand🥵': 5 (0.0%) + '[image processing failed]': 5 (0.0%) + 'Hey telegram me @bettyg65 just for free sexting': 4 (0.0%) + 'Happy Halloween 🎃 ': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:38,022,413 +Null/Empty: null:38,022,413 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 38,022,413/38,022,413 (100.0%) +Types: int:38,022,413 +Numeric values: 38,022,413 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 38,022,413 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 38,022,413/38,022,413 (100.0%) +Types: list:38,022,413 +Null/Empty: empty_arr:38,022,413 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 38,022,413/38,022,413 (100.0%) +Types: int:38,022,413 +Numeric values: 38,022,413 total +Numeric range: min:0, max:237,600, avg:46.3 +Numeric std dev: 583.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 38,022,413/38,022,413 (100.0%) +Types: int:23,287,866, float:14,734,547 +Numeric values: 38,022,413 total +Numeric range: min:0, max:1, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 38,022,413/38,022,413 (100.0%) +Types: str:38,022,413 +Null/Empty: empty_str:443,147 +String length avg: 61.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.redgifs.com/i/windynoisydonkey.jpg': 2 (0.0%) + 'https://www.redgifs.com/watch/monthlyoddinexpectat...': 2 (0.0%) + 'https://aijobs.net/J732237/': 2 (0.0%) + 'https://v3.redgifs.com/watch/talkativeroyalblueine...': 2 (0.0%) + 'https://www.redgifs.com/watch/harshsizzlingwisent': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 38,022,413/38,022,413 (100.0%) +Types: list:38,022,413 +Null/Empty: empty_arr:38,022,413 + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:38,022,413 +Null/Empty: null:38,022,413 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 38,022,413/38,022,413 (100.0%) +Types: bool:38,022,413 +Booleans: true:0 (0.0%), false:38,022,413 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 38,022,413/38,022,413 (100.0%) +Types: NoneType:21,177,462, int:16,844,951 +Null/Empty: null:21,177,462 +Numeric values: 16,844,951 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 14,813,283 (87.9%) + 7: 2,030,556 (12.1%) + 1: 1,112 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 38,021,475/38,022,413 (100.0%) +Types: int:21,443,968, NoneType:16,577,507 +Null/Empty: null:16,577,507 +Numeric values: 21,443,968 total +Numeric range: min:1, max:140, avg:124.4 +Numeric std dev: 25.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 38,021,475/38,022,413 (100.0%) +Types: int:21,443,968, NoneType:16,577,507 +Null/Empty: null:16,577,507 +Numeric values: 21,443,968 total +Numeric range: min:1, max:140, avg:139.9 +Numeric std dev: 2.2 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 37,695,427/38,022,413 (99.1%) +Types: dict:37,695,427 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 37,575,625/38,022,413 (98.8%) +Types: list:37,575,625 +Null/Empty: empty_arr:35,724,300 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 37,575,625/38,022,413 (98.8%) +Types: str:37,575,625 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 35,724,300 (95.1%) + 'richtext': 1,851,325 (4.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 37,575,625/38,022,413 (98.8%) +Types: str:37,575,625 +String length avg: 11.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 54 (0.0%) + 't2_3vtm419m': 8 (0.0%) + 't2_g582r4zk': 7 (0.0%) + 't2_17gs7e76ss': 6 (0.0%) + 't2_qq7ub0uu': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 37,575,625/38,022,413 (98.8%) +Types: bool:37,575,625 +Booleans: true:0 (0.0%), false:37,575,625 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 37,575,625/38,022,413 (98.8%) +Types: bool:37,575,625 +Booleans: true:324,478 (0.9%), false:37,251,147 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 22,658,158/38,022,413 (59.6%) +Types: str:22,658,158 +Null/Empty: empty_str:298,091 +String length avg: 43.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.lgbtqnation.com/2024/10/j-d-vance-know...': 5 (0.0%) + 'https://www.redgifs.com/watch/monthlyoddinexpectat...': 3 (0.0%) + 'https://www.redgifs.com/watch/harshsizzlingwisent': 3 (0.0%) + 'https://i.redgifs.com/i/windynoisydonkey.jpg': 2 (0.0%) + 'https://aijobs.net/J732237/': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 18,511,209/38,022,413 (48.7%) +Types: dict:18,511,209 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 18,410,352/38,022,413 (48.4%) +Types: str:18,410,352 +String length avg: 5.9 +Unique strings tracked: 7 +String values distribution: + 'image': 12,458,290 (67.7%) + 'rich:video': 2,419,604 (13.1%) + 'link': 1,652,455 (9.0%) + 'hosted:video': 1,105,846 (6.0%) + 'self': 769,875 (4.2%) + 'gallery': 3,941 (0.0%) + 'video': 341 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 17,071,418/38,022,413 (44.9%) +Types: str:17,071,418 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'd897238a-545a-11eb-8db1-0e23163a9deb': 11 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 9 (0.0%) + 'f1afcc10-79c6-11ef-bc5f-b6fe0eb5733c': 7 (0.0%) + '9e4637c8-3116-11eb-aa21-0ef73ac967a5': 6 (0.0%) + '98b235d8-ad7c-11ee-9e39-2a17cb6c3ae9': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 4,375,237/38,022,413 (11.5%) +Types: dict:3,801,926, NoneType:573,311 +Null/Empty: null:573,311, empty_obj:51 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 3,838,028/38,022,413 (10.1%) +Types: dict:3,364,856, NoneType:473,172 +Null/Empty: null:473,172 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 3,838,028/38,022,413 (10.1%) +Types: bool:3,838,028 +Booleans: true:3,838,028 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,205,726/38,022,413 (3.2%) +Types: str:1,205,726 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1ggt3gs': 9 (0.0%) + 't3_1ggso5y': 4 (0.0%) + 't3_1gfhzbi': 4 (0.0%) + 't3_1ggsqaz': 4 (0.0%) + 't3_1g6x5ra': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,205,726/38,022,413 (3.2%) +Types: list:1,205,726 +Null/Empty: empty_arr:156 + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 174,228/38,022,413 (0.5%) +Types: NoneType:174,228 +Null/Empty: null:174,228 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 174,228/38,022,413 (0.5%) +Types: NoneType:173,511, list:717 +Null/Empty: null:173,511, empty_arr:717 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 174,228/38,022,413 (0.5%) +Types: NoneType:159,383, str:14,845 +Null/Empty: null:159,383 +String length avg: 60.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Go ahead, treat yourself. Black Friday savings are...': 32 (0.2%) + 'With Alma, access EHR tools, ins. credentialing, r...': 22 (0.1%) + 'Click [here](https://www.calquence.com/safety-isi....': 22 (0.1%) + 'Get the Pomelo App. The fast, easy, and secure way...': 21 (0.1%) + 'Click to see Full Patient Information and visit +O...': 21 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 174,228/38,022,413 (0.5%) +Types: NoneType:174,228 +Null/Empty: null:174,228 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 174,228/38,022,413 (0.5%) +Types: NoneType:174,228 +Null/Empty: null:174,228 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 174,228/38,022,413 (0.5%) +Types: NoneType:174,228 +Null/Empty: null:174,228 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 174,228/38,022,413 (0.5%) +Types: NoneType:174,228 +Null/Empty: null:174,228 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 174,228/38,022,413 (0.5%) +Types: str:174,219, NoneType:9 +Null/Empty: null:9 +String length avg: 11.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_jyms1ejh': 679 (0.4%) + 't2_nymvravcc': 412 (0.2%) + 't2_tnk0sxl7': 209 (0.1%) + 't2_tnjwypik': 130 (0.1%) + 't2_crixii6od': 110 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 174,228/38,022,413 (0.5%) +Types: NoneType:174,228 +Null/Empty: null:174,228 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 174,228/38,022,413 (0.5%) +Types: str:132,023, NoneType:42,205 +Null/Empty: null:42,205 +String length avg: 18.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.sanchez-byrd.com/shorturl': 1,149 (0.9%) + 'apps.apple.com': 313 (0.2%) + 'store.steampowered.com': 147 (0.1%) + 'amazon.com': 129 (0.1%) + 'abc.com': 125 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 174,228/38,022,413 (0.5%) +Types: NoneType:174,228 +Null/Empty: null:174,228 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 174,228/38,022,413 (0.5%) +Types: NoneType:174,228 +Null/Empty: null:174,228 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 174,228/38,022,413 (0.5%) +Types: list:174,228 +Null/Empty: empty_arr:174,228 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 174,228/38,022,413 (0.5%) +Types: list:174,228 +Null/Empty: empty_arr:174,228 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 174,228/38,022,413 (0.5%) +Types: str:174,228 +String length avg: 100.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.sanchez-byrd.com/foo/bar/long/url': 273 (0.2%) + 'https://apps.apple.com/app/eden-ai-dating-assistan...': 40 (0.0%) + 'https://reddit.com': 30 (0.0%) + 'https://apps.apple.com/app/apple-store/id650368393...': 28 (0.0%) + 'https://unik360.com': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 174,228/38,022,413 (0.5%) +Types: NoneType:174,228 +Null/Empty: null:174,228 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 174,228/38,022,413 (0.5%) +Types: NoneType:174,228 +Null/Empty: null:174,228 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 174,228/38,022,413 (0.5%) +Types: bool:174,228 +Booleans: true:0 (0.0%), false:174,228 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 174,228/38,022,413 (0.5%) +Types: bool:174,228 +Booleans: true:0 (0.0%), false:174,228 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 174,228/38,022,413 (0.5%) +Types: str:174,228 +Null/Empty: empty_str:79,147 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/lGPodvphXVy6...': 126 (0.1%) + 'https://reddit-image.s3.amazonaws.com/oQd_XBvKDQoj...': 50 (0.1%) + 'https://reddit-image.s3.amazonaws.com/B5G4YOGadSDb...': 46 (0.0%) + 'https://reddit-image.s3.amazonaws.com/Zm_Zd3vAOcQs...': 42 (0.0%) + 'https://reddit-image.s3.amazonaws.com/4Yb5jvxl0WFJ...': 42 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 174,228/38,022,413 (0.5%) +Types: NoneType:174,228 +Null/Empty: null:174,228 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 174,228/38,022,413 (0.5%) +Types: dict:174,228 +Null/Empty: empty_obj:174,228 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 174,228/38,022,413 (0.5%) +Types: NoneType:174,228 +Null/Empty: null:174,228 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 174,228/38,022,413 (0.5%) +Types: list:174,228 +Null/Empty: empty_arr:174,228 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 174,228/38,022,413 (0.5%) +Types: NoneType:174,178, str:50 +Null/Empty: null:174,178 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 50 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 174,228/38,022,413 (0.5%) +Types: bool:174,228 +Booleans: true:0 (0.0%), false:174,228 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 174,228/38,022,413 (0.5%) +Types: NoneType:174,228 +Null/Empty: null:174,228 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 174,228/38,022,413 (0.5%) +Types: NoneType:174,228 +Null/Empty: null:174,228 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 174,228/38,022,413 (0.5%) +Types: NoneType:174,228 +Null/Empty: null:174,228 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 174,228/38,022,413 (0.5%) +Types: bool:174,228 +Booleans: true:174,228 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 174,228/38,022,413 (0.5%) +Types: NoneType:174,228 +Null/Empty: null:174,228 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 174,228/38,022,413 (0.5%) +Types: list:174,228 +Null/Empty: empty_arr:174,228 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 174,228/38,022,413 (0.5%) +Types: NoneType:174,228 +Null/Empty: null:174,228 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 174,228/38,022,413 (0.5%) +Types: NoneType:174,228 +Null/Empty: null:174,228 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 134,603/38,022,413 (0.4%) +Types: str:134,603 +String length avg: 8.7 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 43,246 (32.1%) + 'Shop Now': 38,533 (28.6%) + 'Download': 13,439 (10.0%) + 'Sign Up': 10,563 (7.8%) + 'Install': 8,578 (6.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 101,813/38,022,413 (0.3%) +Types: bool:101,813 +Booleans: true:101,813 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 65,988/38,022,413 (0.2%) +Types: dict:61,207, NoneType:4,781 +Null/Empty: null:4,781 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 4,913/38,022,413 (0.0%) +Types: str:4,913 +String length avg: 6.7 +Unique strings tracked: 589 +Top 5 string values: + '$16.50': 1,870 (38.1%) + '$100.00': 1,551 (31.6%) + '$499.00': 41 (0.8%) + '$270.00': 23 (0.5%) + '$330.00': 19 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 3/38,022,413 (0.0%) +Types: bool:3 +Booleans: true:0 (0.0%), false:3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 3/38,022,413 (0.0%) +Types: bool:3 +Booleans: true:0 (0.0%), false:3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 3/38,022,413 (0.0%) +Types: bool:3 +Booleans: true:0 (0.0%), false:3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 3/38,022,413 (0.0%) +Types: bool:3 +Booleans: true:0 (0.0%), false:3 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2024-12.jsonl +Analysis Time: 2026-01-16 12:00:33 +================================================================================ +Processed lines: 38,188,278 +Total unique fields: 156 +Max unique values tracked per field: 1,000 +Sample size: 38,188,278 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 38,188,278/38,188,278 (100.0%) +Types: list:38,188,278 +Null/Empty: empty_arr:38,188,278 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:88 (0.0%), false:38,188,190 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:38,188,278 +Null/Empty: null:38,188,278 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:38,188,278 +Null/Empty: null:38,188,278 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:0 (0.0%), false:38,188,278 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 38,188,278/38,188,278 (100.0%) +Types: str:38,188,278 +String length avg: 13.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 36 (0.0%) + '[deleted]': 18 (0.0%) + 'babayaga042': 8 (0.0%) + 'AcademicAd8273': 7 (0.0%) + 'Delicious_Soul': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:34,749,758, str:3,438,520 +Null/Empty: null:34,749,758, empty_str:938,115 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 2,773 (0.1%) + '#dadada': 875 (0.0%) + '#ea0027': 461 (0.0%) + '#373c3f': 449 (0.0%) + '#ff66ac': 346 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:36,954,863, str:1,233,415 +Null/Empty: null:36,954,863, empty_str:125,908 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 93 (0.0%) + 'verified': 83 (0.0%) + 'unv': 71 (0.0%) + 'team-harmony': 68 (0.0%) + 'green': 58 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:35,384,339, str:2,803,939 +Null/Empty: null:35,384,339 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'd479911a-ee96-11e8-a1e5-0e928c379f44': 46 (0.0%) + '6dde4c66-7924-11ee-be2a-46124de7bb46': 37 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 12 (0.0%) + '55295000-64b8-11ef-bb70-8eb7f08cd0f3': 10 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:34,818,683, str:3,369,595 +Null/Empty: null:34,818,683, empty_str:156,142 +String length avg: 16.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Still IN:goldennut18:': 45 (0.0%) + '∘': 32 (0.0%) + 'Verified': 32 (0.0%) + 'Unverified': 17 (0.0%) + 'Verified Seller': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:34,379,052, str:3,809,226 +Null/Empty: null:34,379,052, empty_str:24,089 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'dark': 2,738,575 (72.4%) + 'light': 1,046,562 (27.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:0 (0.0%), false:38,188,278 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 38,188,278/38,188,278 (100.0%) +Types: list:38,188,278 +Null/Empty: empty_arr:38,188,278 + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:38,188,278 +Null/Empty: null:38,188,278 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:38,188,278 +Null/Empty: null:38,188,278 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:0 (0.0%), false:38,188,278 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:0 (0.0%), false:38,188,278 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:38,187,239, str:1,039 +Null/Empty: null:38,187,239 +String length avg: 14.0 +Unique strings tracked: 3 +String values distribution: + 'diy_and_crafts': 1,030 (99.1%) + 'entertainment': 8 (0.8%) + 'gaming': 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:0 (0.0%), false:38,188,278 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:38,021,901, list:166,377 +Null/Empty: null:38,021,901 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:25,522 (0.1%), false:38,162,756 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 38,188,278/38,188,278 (100.0%) +Types: int:38,188,278 +Numeric values: 38,188,278 total +Numeric range: min:1,733,011,200, max:1,735,689,599, avg:1734329882.1 +Numeric std dev: 776491.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 38,188,278/38,188,278 (100.0%) +Types: int:38,188,278 +Numeric values: 38,188,278 total +Numeric range: min:1,733,011,200, max:1,735,689,599, avg:1734329882.1 +Numeric std dev: 776491.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:38,188,278 +Null/Empty: null:38,188,278 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:38,124,719, str:63,559 +Null/Empty: null:38,124,719 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 63,484 (99.9%) + 'admin': 75 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 38,188,278/38,188,278 (100.0%) +Types: str:38,188,278 +Null/Empty: empty_str:573,951 +String length avg: 13.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 784 (0.0%) + 'reddit.com': 275 (0.0%) + 'redgifs.com': 95 (0.0%) + 'v.redd.it': 44 (0.0%) + 'self.JerkOffChat': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 38,188,278/38,188,278 (100.0%) +Types: int:38,188,278 +Numeric values: 38,188,278 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 38,188,278 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,185,508, int:2,770 +Booleans: true:0 (0.0%), false:38,185,508 (100.0%) +Numeric values: 2,770 total +Numeric range: min:1,733,011,991, max:1,735,687,208, avg:1734826243.4 +Numeric std dev: 732713.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 38,188,278/38,188,278 (100.0%) +Types: int:38,188,278 +Numeric values: 38,188,278 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 38,188,278 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 38,188,278/38,188,278 (100.0%) +Types: dict:38,188,278 +Null/Empty: empty_obj:38,188,278 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:0 (0.0%), false:38,188,278 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:361,849 (0.9%), false:37,826,429 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 38,188,278/38,188,278 (100.0%) +Types: str:38,188,278 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1h3q1qd': 1 (0.0%) + '1h3q1qe': 1 (0.0%) + '1h3q1qf': 1 (0.0%) + '1h3q1qi': 1 (0.0%) + '1h3q1qj': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:143,009 (0.4%), false:38,045,269 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:30,798,147 (80.6%), false:7,390,131 (19.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:0 (0.0%), false:38,188,278 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:360,481 (0.9%), false:37,827,797 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:13,434,010 (35.2%), false:24,754,268 (64.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:30,972,185 (81.1%), false:7,216,093 (18.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:15,338,296 (40.2%), false:22,849,982 (59.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:1,165,600 (3.1%), false:37,022,678 (96.9%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:38,188,278 +Null/Empty: null:38,188,278 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 38,188,278/38,188,278 (100.0%) +Types: str:37,557,137, NoneType:631,141 +Null/Empty: null:631,141, empty_str:22,002,724 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 567 (0.0%) + '#0079d3': 447 (0.0%) + '#ea0027': 393 (0.0%) + '#ffd635': 325 (0.0%) + '#7193ff': 316 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:21,517,879, str:16,670,399 +Null/Empty: null:21,517,879, empty_str:12,766,995 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 190 (0.0%) + 'question': 125 (0.0%) + 'male': 98 (0.0%) + 'T5': 75 (0.0%) + 'blue': 61 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 38,188,278/38,188,278 (100.0%) +Types: list:38,188,278 +Null/Empty: empty_arr:30,309,423 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:20,675,187, str:17,513,091 +Null/Empty: null:20,675,187, empty_str:1,949 +String length avg: 11.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 86 (0.0%) + 'Question': 46 (0.0%) + 'Help': 17 (0.0%) + 'Meme': 17 (0.0%) + 'Progress': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 38,188,278/38,188,278 (100.0%) +Types: str:37,525,190, NoneType:663,088 +Null/Empty: null:663,088 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 29,900,936 (79.7%) + 'light': 7,624,254 (20.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 38,188,278/38,188,278 (100.0%) +Types: str:38,188,278 +String length avg: 4.8 +Unique strings tracked: 2 +String values distribution: + 'text': 30,309,423 (79.4%) + 'richtext': 7,878,855 (20.6%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:1,931,315 (5.1%), false:36,256,963 (94.9%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:34,499,983, dict:3,688,295 +Null/Empty: null:34,499,983 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 38,188,278/38,188,278 (100.0%) +Types: dict:38,188,278 +Null/Empty: empty_obj:35,690,730 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:927 (0.0%), false:38,187,351 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:38,188,278 +Null/Empty: null:38,188,278 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:38,188,278 +Null/Empty: null:38,188,278 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:38,188,278 +Null/Empty: null:38,188,278 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 38,188,278/38,188,278 (100.0%) +Types: list:38,188,278 +Null/Empty: empty_arr:38,188,278 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 38,188,278/38,188,278 (100.0%) +Types: str:38,188,278 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1h3q1qd': 1 (0.0%) + 't3_1h3q1qe': 1 (0.0%) + 't3_1h3q1qf': 1 (0.0%) + 't3_1h3q1qi': 1 (0.0%) + 't3_1h3q1qj': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:31,863,402 (83.4%), false:6,324,876 (16.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 38,188,278/38,188,278 (100.0%) +Types: int:38,188,278 +Numeric values: 38,188,278 total +Numeric range: min:0, max:38,923, avg:6.8 +Numeric std dev: 61.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 38,188,278/38,188,278 (100.0%) +Types: int:38,188,278 +Numeric values: 38,188,278 total +Numeric range: min:0, max:135, avg:0.0 +Numeric std dev: 0.3 +Unique numbers tracked: 79 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:38,188,278 +Null/Empty: null:38,188,278 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:15,468,410 (40.5%), false:22,719,868 (59.5%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 38,188,278/38,188,278 (100.0%) +Types: str:38,188,278 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/OmnibusCollectors/comments/1h3q1qd/my_pickups_f...': 1 (0.0%) + '/r/WeLoveNaturalTits/comments/1h3q1qe/_/': 1 (0.0%) + '/r/nickofferman/comments/1h3q1qf/ron_swanson_portr...': 1 (0.0%) + '/r/nba/comments/1h3q1qi/game_thread_washington_wiz...': 1 (0.0%) + '/r/blowjobspleasures/comments/1h3q1qj/can_you_last...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:0 (0.0%), false:38,188,278 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:21,106,172, int:17,082,106 +Null/Empty: null:21,106,172 +Numeric values: 17,082,106 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 15,130,589 (88.6%) + 7: 1,950,510 (11.4%) + 1: 1,007 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:1,064 (0.0%), false:38,187,214 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:38,180,583, str:7,695 +Null/Empty: null:38,180,583 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 7,695 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:38,188,278 +Null/Empty: null:38,188,278 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:30,976,895, str:7,211,383 +Null/Empty: null:30,976,895 +String length avg: 8.6 +Unique strings tracked: 7 +String values distribution: + 'reddit': 3,119,877 (43.3%) + 'moderator': 2,755,534 (38.2%) + 'automod_filtered': 1,037,539 (14.4%) + 'deleted': 288,355 (4.0%) + 'content_takedown': 6,721 (0.1%) + 'author': 3,356 (0.0%) + 'community_ops': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:38,188,278 +Null/Empty: null:38,188,278 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 38,188,278/38,188,278 (100.0%) +Types: int:38,188,278 +Numeric values: 38,188,278 total +Numeric range: min:1,733,011,214, max:1,735,754,268, avg:1734329916.4 +Numeric std dev: 776502.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:0 (0.0%), false:38,188,278 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 38,188,278/38,188,278 (100.0%) +Types: int:38,188,278 +Numeric values: 38,188,278 total +Numeric range: min:0, max:236,344, avg:46.4 +Numeric std dev: 591.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:34,499,983, dict:3,688,295 +Null/Empty: null:34,499,983 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 38,188,278/38,188,278 (100.0%) +Types: dict:38,188,278 +Null/Empty: empty_obj:35,690,730 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 38,188,278/38,188,278 (100.0%) +Types: str:38,188,278 +Null/Empty: empty_str:20,824,720 +String length avg: 430.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 176 (0.0%) + '[deleted]': 19 (0.0%) + 'If you’re new to the community, introduce yourself...': 7 (0.0%) + 'Do you want to build your website with LearnDash C...': 5 (0.0%) + 'Use this thread to ask anything at all!': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:37,076,000 (97.1%), false:1,112,278 (2.9%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:330,917 (0.9%), false:37,857,361 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:88,917 (0.2%), false:38,099,361 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 38,188,278/38,188,278 (100.0%) +Types: str:38,188,278 +String length avg: 11.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nonutnovember': 27 (0.0%) + 'GaySnapchatShare': 14 (0.0%) + 'JerkOffChat': 14 (0.0%) + 'nfsw_chat': 9 (0.0%) + 'GaySnapchatImages': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 38,188,278/38,188,278 (100.0%) +Types: str:38,188,278 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_3pnv2': 27 (0.0%) + 't5_32ulkj': 14 (0.0%) + 't5_5l3176': 14 (0.0%) + 't5_auchtk': 9 (0.0%) + 't5_2xdxr': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 38,188,278/38,188,278 (100.0%) +Types: str:38,188,278 +String length avg: 13.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/nonutnovember': 27 (0.0%) + 'r/GaySnapchatShare': 14 (0.0%) + 'r/JerkOffChat': 14 (0.0%) + 'r/nfsw_chat': 9 (0.0%) + 'r/GaySnapchatImages': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 38,188,278/38,188,278 (100.0%) +Types: int:38,188,278 +Numeric values: 38,188,278 total +Numeric range: min:-667, max:65,822,282, avg:853646.4 +Numeric std dev: 4246022.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 38,188,278/38,188,278 (100.0%) +Types: str:38,188,278 +String length avg: 6.0 +Unique strings tracked: 4 +String values distribution: + 'public': 35,719,110 (93.5%) + 'user': 1,441,215 (3.8%) + 'restricted': 1,027,950 (2.7%) + 'private': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:31,275,038, str:6,913,240 +Null/Empty: null:31,275,038 +String length avg: 4.8 +Unique strings tracked: 8 +String values distribution: + 'confidence': 1,992,392 (28.8%) + 'new': 1,913,244 (27.7%) + 'qa': 1,469,490 (21.3%) + 'top': 1,023,632 (14.8%) + 'old': 469,138 (6.8%) + 'live': 20,486 (0.3%) + 'controversial': 18,030 (0.3%) + 'random': 6,828 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 38,188,278/38,188,278 (100.0%) +Types: str:38,188,278 +Null/Empty: empty_str:966 +String length avg: 28.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 1,742 (0.0%) + 'self': 1,218 (0.0%) + 'default': 157 (0.0%) + 'spoiler': 30 (0.0%) + 'image': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 38,188,278/38,188,278 (100.0%) +Types: str:38,188,278 +String length avg: 46.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'If you go blind in one eye you only lose about one...': 6 (0.0%) + 'Unwrap me for Christmas daddy': 4 (0.0%) + '[image processing failed]': 4 (0.0%) + 'M18': 4 (0.0%) + 'Turbo Star -Skater Race Stars': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:38,188,278 +Null/Empty: null:38,188,278 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 38,188,278/38,188,278 (100.0%) +Types: int:38,188,278 +Numeric values: 38,188,278 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 38,188,278 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 38,188,278/38,188,278 (100.0%) +Types: list:38,188,278 +Null/Empty: empty_arr:38,188,278 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 38,188,278/38,188,278 (100.0%) +Types: int:38,188,278 +Numeric values: 38,188,278 total +Numeric range: min:0, max:236,344, avg:46.4 +Numeric std dev: 591.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 38,188,278/38,188,278 (100.0%) +Types: int:23,266,078, float:14,922,200 +Numeric values: 38,188,278 total +Numeric range: min:0, max:1, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 38,188,278/38,188,278 (100.0%) +Types: str:38,188,278 +Null/Empty: empty_str:429,177 +String length avg: 61.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/hauntingfrenchurva': 4 (0.0%) + 'https://www.ebay.com/e/_electronics/x-condition-ga...': 4 (0.0%) + 'https://osmedialabs.com/game/turbo-star-skater-rac...': 4 (0.0%) + 'https://www.redgifs.com/watch/necessaryluminousnor...': 3 (0.0%) + 'https://www.youtube.com/watch?v=OFvbLCsKZTA': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 38,188,278/38,188,278 (100.0%) +Types: list:38,188,278 +Null/Empty: empty_arr:38,188,278 + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:38,188,278 +Null/Empty: null:38,188,278 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 38,188,278/38,188,278 (100.0%) +Types: bool:38,188,278 +Booleans: true:0 (0.0%), false:38,188,278 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 38,188,278/38,188,278 (100.0%) +Types: NoneType:21,106,172, int:17,082,106 +Null/Empty: null:21,106,172 +Numeric values: 17,082,106 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 15,130,589 (88.6%) + 7: 1,950,510 (11.4%) + 1: 1,007 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 38,187,312/38,188,278 (100.0%) +Types: int:21,806,719, NoneType:16,380,593 +Null/Empty: null:16,380,593 +Numeric values: 21,806,719 total +Numeric range: min:1, max:140, avg:124.4 +Numeric std dev: 25.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 38,187,312/38,188,278 (100.0%) +Types: int:21,806,719, NoneType:16,380,593 +Null/Empty: null:16,380,593 +Numeric values: 21,806,719 total +Numeric range: min:1, max:140, avg:139.9 +Numeric std dev: 2.2 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 37,858,755/38,188,278 (99.1%) +Types: dict:37,858,755 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 37,757,851/38,188,278 (98.9%) +Types: list:37,757,851 +Null/Empty: empty_arr:35,965,413 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 37,757,851/38,188,278 (98.9%) +Types: str:37,757,851 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 35,965,413 (95.3%) + 'richtext': 1,792,438 (4.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 37,757,851/38,188,278 (98.9%) +Types: str:37,757,851 +String length avg: 11.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 36 (0.0%) + 't2_3vtm419m': 8 (0.0%) + 't2_g582r4zk': 7 (0.0%) + 't2_14j7ob8l70': 5 (0.0%) + 't2_k9j4fdcoa': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 37,757,851/38,188,278 (98.9%) +Types: bool:37,757,851 +Booleans: true:0 (0.0%), false:37,757,851 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 37,757,851/38,188,278 (98.9%) +Types: bool:37,757,851 +Booleans: true:322,152 (0.9%), false:37,435,699 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 22,850,367/38,188,278 (59.8%) +Types: str:22,850,367 +Null/Empty: empty_str:292,669 +String length avg: 43.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/necessaryluminousnor...': 5 (0.0%) + 'https://www.youtube.com/watch?v=OFvbLCsKZTA': 5 (0.0%) + 'https://www.redgifs.com/watch/hauntingfrenchurva': 4 (0.0%) + 'https://www.ebay.com/e/_electronics/x-condition-ga...': 4 (0.0%) + 'https://osmedialabs.com/game/turbo-star-skater-rac...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 18,564,311/38,188,278 (48.6%) +Types: dict:18,564,311 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 18,481,505/38,188,278 (48.4%) +Types: str:18,481,505 +String length avg: 5.9 +Unique strings tracked: 7 +String values distribution: + 'image': 12,436,998 (67.3%) + 'rich:video': 2,387,882 (12.9%) + 'link': 1,689,823 (9.1%) + 'hosted:video': 1,146,830 (6.2%) + 'self': 816,723 (4.4%) + 'gallery': 2,961 (0.0%) + 'video': 288 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 16,987,418/38,188,278 (44.5%) +Types: str:16,987,418 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1facc164-eb65-11e8-a742-0e7a326ec9ac': 12 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 9 (0.0%) + 'e88d1156-dd13-11ee-a6ea-1a5e895a437f': 7 (0.0%) + 'e2539d9c-b545-11ed-8aab-d235a94dba51': 7 (0.0%) + '98b235d8-ad7c-11ee-9e39-2a17cb6c3ae9': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 4,652,494/38,188,278 (12.2%) +Types: dict:4,045,339, NoneType:607,155 +Null/Empty: null:607,155, empty_obj:12 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 4,121,413/38,188,278 (10.8%) +Types: dict:3,616,746, NoneType:504,667 +Null/Empty: null:504,667 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 4,121,413/38,188,278 (10.8%) +Types: bool:4,121,413 +Booleans: true:4,121,413 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,258,160/38,188,278 (3.3%) +Types: str:1,258,160 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1h3q0r0': 10 (0.0%) + 't3_1h3podz': 7 (0.0%) + 't3_1h3nkuz': 6 (0.0%) + 't3_1h3q503': 5 (0.0%) + 't3_1h3nwz0': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,258,160/38,188,278 (3.3%) +Types: list:1,258,160 +Null/Empty: empty_arr:123 + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 143,009/38,188,278 (0.4%) +Types: NoneType:143,009 +Null/Empty: null:143,009 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 143,009/38,188,278 (0.4%) +Types: NoneType:142,243, list:766 +Null/Empty: null:142,243, empty_arr:766 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 143,009/38,188,278 (0.4%) +Types: NoneType:128,032, str:14,977 +Null/Empty: null:128,032 +String length avg: 54.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Life awaits': 66 (0.4%) + 'Smooth Taste. Bold Choice. Your Move.': 45 (0.3%) + 'Click [here](https://www.saphnelo.com/patient/safe...': 39 (0.3%) + 'Use Code "DODGE10" and Enjoy $10 on us!': 35 (0.2%) + 'Join for free': 33 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 143,009/38,188,278 (0.4%) +Types: NoneType:143,009 +Null/Empty: null:143,009 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 143,009/38,188,278 (0.4%) +Types: NoneType:143,009 +Null/Empty: null:143,009 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 143,009/38,188,278 (0.4%) +Types: NoneType:143,009 +Null/Empty: null:143,009 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 143,009/38,188,278 (0.4%) +Types: NoneType:143,009 +Null/Empty: null:143,009 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 143,009/38,188,278 (0.4%) +Types: str:142,997, NoneType:12 +Null/Empty: null:12 +String length avg: 11.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_nymvravcc': 689 (0.5%) + 't2_jyms1ejh': 632 (0.4%) + 't2_tnk0sxl7': 360 (0.3%) + 't2_tnjwypik': 225 (0.2%) + 't2_6gv5wzso': 206 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 143,009/38,188,278 (0.4%) +Types: NoneType:143,009 +Null/Empty: null:143,009 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 143,009/38,188,278 (0.4%) +Types: str:110,938, NoneType:32,071 +Null/Empty: null:32,071 +String length avg: 18.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.sanchez-byrd.com/shorturl': 978 (0.9%) + 'apps.apple.com': 156 (0.1%) + 'store.steampowered.com': 140 (0.1%) + 'pocketprep.com': 131 (0.1%) + 'LOTTO 6/49': 100 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 143,009/38,188,278 (0.4%) +Types: NoneType:143,005, str:4 +Null/Empty: null:143,005 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 4 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 143,009/38,188,278 (0.4%) +Types: NoneType:143,005, str:4 +Null/Empty: null:143,005 +String length avg: 78.0 +Unique strings tracked: 1 +String values distribution: + 'https://play.google.com/store/apps/details?id=com....': 4 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 143,009/38,188,278 (0.4%) +Types: list:143,009 +Null/Empty: empty_arr:143,009 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 143,009/38,188,278 (0.4%) +Types: list:143,009 +Null/Empty: empty_arr:143,009 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 143,009/38,188,278 (0.4%) +Types: str:143,009 +String length avg: 95.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.sanchez-byrd.com/foo/bar/long/url': 561 (0.4%) + 'https://reddit.com': 66 (0.0%) + 'https://lottospotapp.onelink.me/oU65/jn3ew8ug': 35 (0.0%) + 'https://lottospotapp.onelink.me/oU65/gdzwzeu5': 35 (0.0%) + 'https://abc.com/abc': 34 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 143,009/38,188,278 (0.4%) +Types: NoneType:143,009 +Null/Empty: null:143,009 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 143,009/38,188,278 (0.4%) +Types: NoneType:143,009 +Null/Empty: null:143,009 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 143,009/38,188,278 (0.4%) +Types: bool:143,009 +Booleans: true:0 (0.0%), false:143,009 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 143,009/38,188,278 (0.4%) +Types: bool:143,009 +Booleans: true:0 (0.0%), false:143,009 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 143,009/38,188,278 (0.4%) +Types: str:143,009 +Null/Empty: empty_str:66,768 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/lGPodvphXVy6...': 257 (0.3%) + 'https://reddit-image.s3.amazonaws.com/B5G4YOGadSDb...': 48 (0.1%) + 'https://reddit-image.s3.amazonaws.com/oQd_XBvKDQoj...': 45 (0.1%) + 'https://reddit-image.s3.amazonaws.com/7oopxxxlWOm7...': 38 (0.0%) + 'https://reddit-image.s3.amazonaws.com/Zm_Zd3vAOcQs...': 37 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 143,009/38,188,278 (0.4%) +Types: NoneType:143,009 +Null/Empty: null:143,009 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 143,009/38,188,278 (0.4%) +Types: dict:143,009 +Null/Empty: empty_obj:143,009 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 143,009/38,188,278 (0.4%) +Types: NoneType:143,009 +Null/Empty: null:143,009 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 143,009/38,188,278 (0.4%) +Types: list:143,009 +Null/Empty: empty_arr:143,009 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 143,009/38,188,278 (0.4%) +Types: NoneType:143,001, str:8 +Null/Empty: null:143,001 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 8 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 143,009/38,188,278 (0.4%) +Types: bool:143,009 +Booleans: true:0 (0.0%), false:143,009 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 143,009/38,188,278 (0.4%) +Types: NoneType:143,009 +Null/Empty: null:143,009 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 143,009/38,188,278 (0.4%) +Types: NoneType:143,009 +Null/Empty: null:143,009 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 143,009/38,188,278 (0.4%) +Types: NoneType:143,009 +Null/Empty: null:143,009 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 143,009/38,188,278 (0.4%) +Types: bool:143,009 +Booleans: true:143,009 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 143,009/38,188,278 (0.4%) +Types: NoneType:143,009 +Null/Empty: null:143,009 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 143,009/38,188,278 (0.4%) +Types: list:143,009 +Null/Empty: empty_arr:143,009 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 143,009/38,188,278 (0.4%) +Types: NoneType:143,009 +Null/Empty: null:143,009 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 143,009/38,188,278 (0.4%) +Types: NoneType:143,009 +Null/Empty: null:143,009 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 112,683/38,188,278 (0.3%) +Types: str:112,683 +String length avg: 8.7 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 38,902 (34.5%) + 'Shop Now': 27,489 (24.4%) + 'Download': 11,088 (9.8%) + 'Sign Up': 8,738 (7.8%) + 'Install': 8,262 (7.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 104,454/38,188,278 (0.3%) +Types: bool:104,454 +Booleans: true:104,454 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 62,136/38,188,278 (0.2%) +Types: dict:57,343, NoneType:4,793 +Null/Empty: null:4,793 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 3,753/38,188,278 (0.0%) +Types: str:3,753 +String length avg: 6.6 +Unique strings tracked: 276 +Top 5 string values: + '$100.00': 1,603 (42.7%) + '$16.50': 1,513 (40.3%) + '$299.99': 26 (0.7%) + '$139.99': 16 (0.4%) + '$329.99': 16 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 3/38,188,278 (0.0%) +Types: bool:3 +Booleans: true:1 (33.3%), false:2 (66.7%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 3/38,188,278 (0.0%) +Types: bool:3 +Booleans: true:0 (0.0%), false:3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 3/38,188,278 (0.0%) +Types: bool:3 +Booleans: true:0 (0.0%), false:3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 3/38,188,278 (0.0%) +Types: bool:3 +Booleans: true:0 (0.0%), false:3 (100.0%) + +================================================================================ \ No newline at end of file diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2025.txt b/analysis/original_schema_analysis/submissions/analysis_report_2025.txt new file mode 100644 index 0000000000000000000000000000000000000000..df12a9d36909537f033be9341484a8d219cc7926 --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2025.txt @@ -0,0 +1,14202 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2025 +Analysis Started: 2026-01-16 03:41:16 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2025-01.jsonl +Analysis Time: 2026-01-16 05:16:33 +================================================================================ +Processed lines: 39,905,721 +Total unique fields: 156 +Max unique values tracked per field: 1,000 +Sample size: 39,905,721 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 39,905,721/39,905,721 (100.0%) +Types: list:39,905,721 +Null/Empty: empty_arr:39,905,721 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:10 (0.0%), false:39,905,711 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:39,905,721 +Null/Empty: null:39,905,721 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:39,905,721 +Null/Empty: null:39,905,721 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:0 (0.0%), false:39,905,721 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 39,905,721/39,905,721 (100.0%) +Types: str:39,905,721 +String length avg: 13.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 58 (0.0%) + 'collocation-game': 9 (0.0%) + 'babayaga042': 8 (0.0%) + '[deleted]': 6 (0.0%) + 'sharewithme': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:36,449,887, str:3,455,834 +Null/Empty: null:36,449,887, empty_str:897,480 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 2,385 (0.1%) + '#dadada': 779 (0.0%) + '#373c3f': 513 (0.0%) + '#ea0027': 379 (0.0%) + '#46d160': 279 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:38,667,507, str:1,238,214 +Null/Empty: null:38,667,507, empty_str:130,489 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 91 (0.0%) + 'green': 72 (0.0%) + 'verified': 46 (0.0%) + 'unv': 46 (0.0%) + 'tier2': 45 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:37,008,906, str:2,896,815 +Null/Empty: null:37,008,906 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6dde4c66-7924-11ee-be2a-46124de7bb46': 24 (0.0%) + '1114cdee-6c35-11e9-bf6d-0eff0d163f02': 17 (0.0%) + '9f02df9e-d2b8-11ee-9bd8-6e7e1c5b6ffb': 10 (0.0%) + 'f88f6844-296f-11e5-a500-0e3f27028b2f': 9 (0.0%) + '41bcbbb6-80f7-11ed-96f7-0eff545ea18f': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:36,447,692, str:3,458,029 +Null/Empty: null:36,447,692, empty_str:160,701 +String length avg: 17.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified': 20 (0.0%) + '∘': 17 (0.0%) + 'Moderator': 12 (0.0%) + 'Mistress Verified': 10 (0.0%) + 'Mod': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:36,063,784, str:3,841,937 +Null/Empty: null:36,063,784, empty_str:22,395 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'dark': 2,776,344 (72.7%) + 'light': 1,043,198 (27.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:0 (0.0%), false:39,905,721 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 39,905,721/39,905,721 (100.0%) +Types: list:39,905,721 +Null/Empty: empty_arr:39,905,721 + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:39,905,721 +Null/Empty: null:39,905,721 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:39,905,721 +Null/Empty: null:39,905,721 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:0 (0.0%), false:39,905,721 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:0 (0.0%), false:39,905,721 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:39,904,863, str:858 +Null/Empty: null:39,904,863 +String length avg: 14.0 +Unique strings tracked: 3 +String values distribution: + 'diy_and_crafts': 847 (98.7%) + 'entertainment': 10 (1.2%) + 'memes': 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:0 (0.0%), false:39,905,721 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:39,733,378, list:172,343 +Null/Empty: null:39,733,378 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:16,584 (0.0%), false:39,889,137 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 39,905,721/39,905,721 (100.0%) +Types: int:39,905,721 +Numeric values: 39,905,721 total +Numeric range: min:1,735,689,600, max:1,738,367,999, avg:1737038878.3 +Numeric std dev: 774419.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 39,905,721/39,905,721 (100.0%) +Types: int:39,905,721 +Numeric values: 39,905,721 total +Numeric range: min:1,735,689,600, max:1,738,367,999, avg:1737038878.3 +Numeric std dev: 774419.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:39,905,721 +Null/Empty: null:39,905,721 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:39,836,441, str:69,280 +Null/Empty: null:39,836,441 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 69,162 (99.8%) + 'admin': 118 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 39,905,721/39,905,721 (100.0%) +Types: str:39,905,721 +Null/Empty: empty_str:540,563 +String length avg: 13.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 631 (0.0%) + 'reddit.com': 246 (0.0%) + 'v.redd.it': 64 (0.0%) + 'redgifs.com': 52 (0.0%) + 'youtube.com': 29 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 39,905,721/39,905,721 (100.0%) +Types: int:39,905,721 +Numeric values: 39,905,721 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 39,905,721 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,903,959, int:1,762 +Booleans: true:0 (0.0%), false:39,903,959 (100.0%) +Numeric values: 1,762 total +Numeric range: min:1,735,690,138, max:1,738,362,354, avg:1737296334.2 +Numeric std dev: 736281.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 39,905,721/39,905,721 (100.0%) +Types: int:39,905,721 +Numeric values: 39,905,721 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 39,905,721 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 39,905,721/39,905,721 (100.0%) +Types: dict:39,905,721 +Null/Empty: empty_obj:39,905,721 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:0 (0.0%), false:39,905,721 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:278,261 (0.7%), false:39,627,460 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 39,905,721/39,905,721 (100.0%) +Types: str:39,905,721 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1hqr92b': 1 (0.0%) + '1hqr92c': 1 (0.0%) + '1hqr92d': 1 (0.0%) + '1hqr92e': 1 (0.0%) + '1hqr92f': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:157,807 (0.4%), false:39,747,914 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:32,147,952 (80.6%), false:7,757,769 (19.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:0 (0.0%), false:39,905,721 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:376,763 (0.9%), false:39,528,958 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:13,677,230 (34.3%), false:26,228,491 (65.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:32,338,727 (81.0%), false:7,566,994 (19.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:16,227,589 (40.7%), false:23,678,132 (59.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:1,210,337 (3.0%), false:38,695,384 (97.0%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:39,905,721 +Null/Empty: null:39,905,721 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 39,905,721/39,905,721 (100.0%) +Types: str:39,236,214, NoneType:669,507 +Null/Empty: null:669,507, empty_str:23,197,407 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 430 (0.0%) + '#0079d3': 339 (0.0%) + '#ea0027': 315 (0.0%) + '#46d160': 289 (0.0%) + '#ffd635': 256 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:22,681,810, str:17,223,911 +Null/Empty: null:22,681,810, empty_str:13,216,812 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 223 (0.0%) + 'question': 132 (0.0%) + 'male': 73 (0.0%) + 'help': 61 (0.0%) + 'T5': 53 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 39,905,721/39,905,721 (100.0%) +Types: list:39,905,721 +Null/Empty: empty_arr:31,860,013 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:21,812,293, str:18,093,428 +Null/Empty: null:21,812,293, empty_str:2,010 +String length avg: 11.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 108 (0.0%) + 'Question': 45 (0.0%) + 'Other': 18 (0.0%) + 'M4F': 16 (0.0%) + 'General': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 39,905,721/39,905,721 (100.0%) +Types: str:39,210,553, NoneType:695,168 +Null/Empty: null:695,168 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 31,533,301 (80.4%) + 'light': 7,677,252 (19.6%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 39,905,721/39,905,721 (100.0%) +Types: str:39,905,721 +String length avg: 4.8 +Unique strings tracked: 2 +String values distribution: + 'text': 31,860,013 (79.8%) + 'richtext': 8,045,708 (20.2%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:2,022,227 (5.1%), false:37,883,494 (94.9%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:36,153,036, dict:3,752,685 +Null/Empty: null:36,153,036 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 39,905,721/39,905,721 (100.0%) +Types: dict:39,905,721 +Null/Empty: empty_obj:37,380,407 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:765 (0.0%), false:39,904,956 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:39,905,721 +Null/Empty: null:39,905,721 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:39,905,721 +Null/Empty: null:39,905,721 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:39,905,721 +Null/Empty: null:39,905,721 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 39,905,721/39,905,721 (100.0%) +Types: list:39,905,721 +Null/Empty: empty_arr:39,905,721 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 39,905,721/39,905,721 (100.0%) +Types: str:39,905,721 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1hqr92b': 1 (0.0%) + 't3_1hqr92c': 1 (0.0%) + 't3_1hqr92d': 1 (0.0%) + 't3_1hqr92e': 1 (0.0%) + 't3_1hqr92f': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:33,662,487 (84.4%), false:6,243,234 (15.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 39,905,721/39,905,721 (100.0%) +Types: int:39,905,721 +Numeric values: 39,905,721 total +Numeric range: min:0, max:49,305, avg:7.3 +Numeric std dev: 65.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 39,905,721/39,905,721 (100.0%) +Types: int:39,905,721 +Numeric values: 39,905,721 total +Numeric range: min:0, max:167, avg:0.0 +Numeric std dev: 0.3 +Unique numbers tracked: 95 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:39,905,721 +Null/Empty: null:39,905,721 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:15,818,277 (39.6%), false:24,087,444 (60.4%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 39,905,721/39,905,721 (100.0%) +Types: str:39,905,721 +String length avg: 66.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/nba/comments/1hqr92b/game_thread_minnesota_timb...': 1 (0.0%) + '/r/MakeNewFriendsHere/comments/1hqr92c/before_2024...': 1 (0.0%) + '/r/sypherpk/comments/1hqr92d/what_is_your_dream_fo...': 1 (0.0%) + '/r/aboutspiritual/comments/1hqr92e/when_a_butterfl...': 1 (0.0%) + '/r/memes/comments/1hqr92f/happy_new_year_of_2023_n...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:0 (0.0%), false:39,905,721 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:21,595,734, int:18,309,987 +Null/Empty: null:21,595,734 +Numeric values: 18,309,987 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 16,097,967 (87.9%) + 7: 2,211,341 (12.1%) + 1: 679 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:1,109 (0.0%), false:39,904,612 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:39,900,201, str:5,520 +Null/Empty: null:39,900,201 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 5,520 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:39,905,721 +Null/Empty: null:39,905,721 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:32,345,122, str:7,560,599 +Null/Empty: null:32,345,122 +String length avg: 8.7 +Unique strings tracked: 6 +String values distribution: + 'reddit': 3,321,866 (43.9%) + 'moderator': 2,729,905 (36.1%) + 'automod_filtered': 1,190,683 (15.7%) + 'deleted': 309,999 (4.1%) + 'content_takedown': 4,606 (0.1%) + 'author': 3,540 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:39,905,721 +Null/Empty: null:39,905,721 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 39,905,721/39,905,721 (100.0%) +Types: int:39,905,721 +Numeric values: 39,905,721 total +Numeric range: min:1,735,689,617, max:1,738,495,714, avg:1737038909.9 +Numeric std dev: 774422.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:0 (0.0%), false:39,905,721 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 39,905,721/39,905,721 (100.0%) +Types: int:39,905,721 +Numeric values: 39,905,721 total +Numeric range: min:0, max:217,471, avg:47.4 +Numeric std dev: 627.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:36,153,036, dict:3,752,685 +Null/Empty: null:36,153,036 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 39,905,721/39,905,721 (100.0%) +Types: dict:39,905,721 +Null/Empty: empty_obj:37,380,407 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 39,905,721/39,905,721 (100.0%) +Types: str:39,905,721 +Null/Empty: empty_str:21,447,011 +String length avg: 435.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 154 (0.0%) + '[deleted]': 8 (0.0%) + 'If you’re new to the community, introduce yourself...': 6 (0.0%) + 'https://thefactbase.com/if-you-paint-a-cow-with-st...': 4 (0.0%) + 'Use this thread to ask anything at all!': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:38,815,480 (97.3%), false:1,090,241 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:340,907 (0.9%), false:39,564,814 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:93,112 (0.2%), false:39,812,609 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 39,905,721/39,905,721 (100.0%) +Types: str:39,905,721 +String length avg: 11.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'collocationgame': 9 (0.0%) + 'GaySnapchatImages': 7 (0.0%) + 'GaySnapchatShare': 7 (0.0%) + 'JerkOffChat': 5 (0.0%) + 'DirtySnapchat': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 39,905,721/39,905,721 (100.0%) +Types: str:39,905,721 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_d1zxzq': 9 (0.0%) + 't5_2xdxr': 7 (0.0%) + 't5_32ulkj': 7 (0.0%) + 't5_5l3176': 5 (0.0%) + 't5_2vuxw': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 39,905,721/39,905,721 (100.0%) +Types: str:39,905,721 +String length avg: 13.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/collocationgame': 9 (0.0%) + 'r/GaySnapchatImages': 7 (0.0%) + 'r/GaySnapchatShare': 7 (0.0%) + 'r/JerkOffChat': 5 (0.0%) + 'r/DirtySnapchat': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 39,905,721/39,905,721 (100.0%) +Types: int:39,905,721 +Numeric values: 39,905,721 total +Numeric range: min:-1, max:66,204,248, avg:854891.2 +Numeric std dev: 4244741.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 39,905,721/39,905,721 (100.0%) +Types: str:39,905,721 +String length avg: 6.0 +Unique strings tracked: 3 +String values distribution: + 'public': 37,408,297 (93.7%) + 'user': 1,490,875 (3.7%) + 'restricted': 1,006,549 (2.5%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:32,728,851, str:7,176,870 +Null/Empty: null:32,728,851 +String length avg: 4.9 +Unique strings tracked: 8 +String values distribution: + 'confidence': 2,126,443 (29.6%) + 'new': 1,933,826 (26.9%) + 'qa': 1,521,984 (21.2%) + 'top': 1,062,062 (14.8%) + 'old': 480,577 (6.7%) + 'live': 23,445 (0.3%) + 'controversial': 20,819 (0.3%) + 'random': 7,714 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 39,905,721/39,905,721 (100.0%) +Types: str:39,905,721 +Null/Empty: empty_str:1,004 +String length avg: 28.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,145 (0.0%) + 'nsfw': 1,018 (0.0%) + 'default': 84 (0.0%) + 'https://b.thumbs.redditmedia.com/QpooxI9ijojF3GL6m...': 53 (0.0%) + 'spoiler': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 39,905,721/39,905,721 (100.0%) +Types: str:39,905,721 +String length avg: 46.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Daily Puzzle 1-1-2025': 9 (0.0%) + 'If you paint a cow with stripes like a zebra, flie...': 6 (0.0%) + 'Happy New Year!': 3 (0.0%) + 'What is this?': 3 (0.0%) + '27 muscle bro for muscle bros only hmu with pic sn...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:39,905,721 +Null/Empty: null:39,905,721 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 39,905,721/39,905,721 (100.0%) +Types: int:39,905,721 +Numeric values: 39,905,721 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 39,905,721 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 39,905,721/39,905,721 (100.0%) +Types: list:39,905,721 +Null/Empty: empty_arr:39,905,721 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 39,905,721/39,905,721 (100.0%) +Types: int:39,905,721 +Numeric values: 39,905,721 total +Numeric range: min:0, max:217,471, avg:47.4 +Numeric std dev: 627.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 39,905,721/39,905,721 (100.0%) +Types: int:24,286,686, float:15,619,035 +Numeric values: 39,905,721 total +Numeric range: min:0, max:1, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 39,905,721/39,905,721 (100.0%) +Types: str:39,905,721 +Null/Empty: empty_str:373,324 +String length avg: 61.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.upgameshop.com': 4 (0.0%) + 'https://www.redgifs.com/ifr/frightenedthornygodwit': 2 (0.0%) + 'https://aijobs.net/J929624/': 2 (0.0%) + 'https://www.redgifs.com/watch/littlestarchymoorhen': 2 (0.0%) + 'https://i.redd.it/7a7ogj6rv9ae1.png': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 39,905,721/39,905,721 (100.0%) +Types: list:39,905,721 +Null/Empty: empty_arr:39,905,721 + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:39,905,721 +Null/Empty: null:39,905,721 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 39,905,721/39,905,721 (100.0%) +Types: bool:39,905,721 +Booleans: true:0 (0.0%), false:39,905,721 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 39,905,721/39,905,721 (100.0%) +Types: NoneType:21,595,734, int:18,309,987 +Null/Empty: null:21,595,734 +Numeric values: 18,309,987 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 16,097,967 (87.9%) + 7: 2,211,341 (12.1%) + 1: 679 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 39,904,717/39,905,721 (100.0%) +Types: int:22,593,461, NoneType:17,311,256 +Null/Empty: null:17,311,256 +Numeric values: 22,593,461 total +Numeric range: min:1, max:140, avg:124.4 +Numeric std dev: 25.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 39,904,717/39,905,721 (100.0%) +Types: int:22,593,461, NoneType:17,311,256 +Null/Empty: null:17,311,256 +Numeric values: 22,593,461 total +Numeric range: min:1, max:140, avg:139.9 +Numeric std dev: 2.2 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 39,662,696/39,905,721 (99.4%) +Types: dict:39,662,696 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 39,531,304/39,905,721 (99.1%) +Types: list:39,531,304 +Null/Empty: empty_arr:37,712,272 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 39,531,304/39,905,721 (99.1%) +Types: str:39,531,304 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 37,712,272 (95.4%) + 'richtext': 1,819,032 (4.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 39,531,304/39,905,721 (99.1%) +Types: str:39,531,304 +String length avg: 11.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 58 (0.0%) + 't2_1ef15rnaq2': 9 (0.0%) + 't2_3vtm419m': 8 (0.0%) + 't2_bcevk': 5 (0.0%) + 't2_gyt6pat': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 39,531,304/39,905,721 (99.1%) +Types: bool:39,531,304 +Booleans: true:0 (0.0%), false:39,531,304 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 39,531,304/39,905,721 (99.1%) +Types: bool:39,531,304 +Booleans: true:320,057 (0.8%), false:39,211,247 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 23,678,351/39,905,721 (59.3%) +Types: str:23,678,351 +Null/Empty: empty_str:231,206 +String length avg: 43.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/ifr/frightenedthornygodwit': 4 (0.0%) + 'https://www.upgameshop.com': 4 (0.0%) + 'https://aijobs.net/J929624/': 2 (0.0%) + 'https://www.redgifs.com/watch/littlestarchymoorhen': 2 (0.0%) + 'https://i.redd.it/7a7ogj6rv9ae1.png': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 19,018,473/39,905,721 (47.7%) +Types: dict:19,018,473 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 18,949,553/39,905,721 (47.5%) +Types: str:18,949,553 +String length avg: 5.9 +Unique strings tracked: 7 +String values distribution: + 'image': 12,702,556 (67.0%) + 'rich:video': 2,410,112 (12.7%) + 'link': 1,734,170 (9.2%) + 'hosted:video': 1,192,154 (6.3%) + 'self': 905,986 (4.8%) + 'gallery': 4,355 (0.0%) + 'video': 220 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 17,541,716/39,905,721 (44.0%) +Types: str:17,541,716 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 5 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 4 (0.0%) + '84362c74-1419-11ee-b306-c2608f520d42': 4 (0.0%) + 'a205b5c0-ccec-11ea-84f6-0ef1983cc879': 4 (0.0%) + 'ce8a96c6-4fea-11ef-bb44-a676d77022dc': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 5,028,094/39,905,721 (12.6%) +Types: dict:4,385,285, NoneType:642,809 +Null/Empty: null:642,809, empty_obj:18 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 4,500,155/39,905,721 (11.3%) +Types: dict:3,958,146, NoneType:542,009 +Null/Empty: null:542,009 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 4,500,155/39,905,721 (11.3%) +Types: bool:4,500,155 +Booleans: true:4,500,155 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,397,679/39,905,721 (3.5%) +Types: str:1,397,679 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1hqqjew': 12 (0.0%) + 't3_1h95pns': 8 (0.0%) + 't3_1hqrwmr': 8 (0.0%) + 't3_1hqr4fn': 7 (0.0%) + 't3_1hqrn3y': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,397,679/39,905,721 (3.5%) +Types: list:1,397,679 +Null/Empty: empty_arr:162 + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 157,807/39,905,721 (0.4%) +Types: NoneType:157,807 +Null/Empty: null:157,807 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 157,807/39,905,721 (0.4%) +Types: NoneType:157,448, list:359 +Null/Empty: null:157,448, empty_arr:357 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 157,807/39,905,721 (0.4%) +Types: NoneType:141,643, str:16,164 +Null/Empty: null:141,643 +String length avg: 56.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Face unforeseen situations with confidence with th...': 117 (0.7%) + 'Request the money you need quickly with this simpl...': 97 (0.6%) + 'Short-term financial solution for when you’re faci...': 88 (0.5%) + 'Anime lovers are getting addicted to this ever-mor...': 81 (0.5%) + 'All-Electric Equinox EV​': 55 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 157,807/39,905,721 (0.4%) +Types: NoneType:157,807 +Null/Empty: null:157,807 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 157,807/39,905,721 (0.4%) +Types: NoneType:157,807 +Null/Empty: null:157,807 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 157,807/39,905,721 (0.4%) +Types: NoneType:157,807 +Null/Empty: null:157,807 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 157,807/39,905,721 (0.4%) +Types: NoneType:157,807 +Null/Empty: null:157,807 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 157,807/39,905,721 (0.4%) +Types: str:157,797, NoneType:10 +Null/Empty: null:10 +String length avg: 11.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_nymvravcc': 945 (0.6%) + 't2_jyms1ejh': 685 (0.4%) + 't2_tnk0sxl7': 480 (0.3%) + 't2_w1o97fsct': 240 (0.2%) + 't2_n0ptitrg': 163 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 157,807/39,905,721 (0.4%) +Types: NoneType:157,807 +Null/Empty: null:157,807 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 157,807/39,905,721 (0.4%) +Types: str:117,972, NoneType:39,835 +Null/Empty: null:39,835 +String length avg: 17.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.sanchez-byrd.com/shorturl': 1,192 (1.0%) + 'store.steampowered.com': 165 (0.1%) + 'amazon.com': 145 (0.1%) + 'kpn.com': 143 (0.1%) + 'apps.apple.com': 134 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 157,807/39,905,721 (0.4%) +Types: NoneType:157,806, str:1 +Null/Empty: null:157,806 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 157,807/39,905,721 (0.4%) +Types: NoneType:157,806, str:1 +Null/Empty: null:157,806 +String length avg: 43.0 +Unique strings tracked: 1 +String values distribution: + 'https://www.youtube.com/watch?v=YDvsBbKfLPA': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 157,807/39,905,721 (0.4%) +Types: list:157,807 +Null/Empty: empty_arr:157,807 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 157,807/39,905,721 (0.4%) +Types: list:157,807 +Null/Empty: empty_arr:157,807 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 157,807/39,905,721 (0.4%) +Types: str:157,807 +String length avg: 94.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.sanchez-byrd.com/foo/bar/long/url': 567 (0.4%) + 'https://reddit.com': 62 (0.0%) + 'https://google.com': 38 (0.0%) + 'https://lottospotapp.onelink.me/oU65/jn3ew8ug': 35 (0.0%) + 'https://lottospotapp.onelink.me/oU65/gdzwzeu5': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 157,807/39,905,721 (0.4%) +Types: NoneType:157,807 +Null/Empty: null:157,807 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 157,807/39,905,721 (0.4%) +Types: NoneType:157,807 +Null/Empty: null:157,807 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 157,807/39,905,721 (0.4%) +Types: bool:157,807 +Booleans: true:0 (0.0%), false:157,807 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 157,807/39,905,721 (0.4%) +Types: bool:157,807 +Booleans: true:0 (0.0%), false:157,807 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 157,807/39,905,721 (0.4%) +Types: str:157,807 +Null/Empty: empty_str:72,185 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/lGPodvphXVy6...': 274 (0.3%) + 'https://reddit-image.s3.amazonaws.com/B5G4YOGadSDb...': 63 (0.1%) + 'https://reddit-image.s3.amazonaws.com/oQd_XBvKDQoj...': 62 (0.1%) + 'https://reddit-image.s3.amazonaws.com/4Yb5jvxl0WFJ...': 55 (0.1%) + 'https://reddit-image.s3.amazonaws.com/Zm_Zd3vAOcQs...': 55 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 157,807/39,905,721 (0.4%) +Types: NoneType:157,807 +Null/Empty: null:157,807 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 157,807/39,905,721 (0.4%) +Types: dict:157,807 +Null/Empty: empty_obj:157,807 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 157,807/39,905,721 (0.4%) +Types: NoneType:157,807 +Null/Empty: null:157,807 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 157,807/39,905,721 (0.4%) +Types: list:157,807 +Null/Empty: empty_arr:157,807 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 157,807/39,905,721 (0.4%) +Types: NoneType:157,793, str:14 +Null/Empty: null:157,793 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 14 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 157,807/39,905,721 (0.4%) +Types: bool:157,807 +Booleans: true:0 (0.0%), false:157,807 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 157,807/39,905,721 (0.4%) +Types: NoneType:157,807 +Null/Empty: null:157,807 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 157,807/39,905,721 (0.4%) +Types: NoneType:157,807 +Null/Empty: null:157,807 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 157,807/39,905,721 (0.4%) +Types: NoneType:157,807 +Null/Empty: null:157,807 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 157,807/39,905,721 (0.4%) +Types: bool:157,807 +Booleans: true:157,807 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 157,807/39,905,721 (0.4%) +Types: NoneType:157,807 +Null/Empty: null:157,807 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 157,807/39,905,721 (0.4%) +Types: list:157,807 +Null/Empty: empty_arr:157,807 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 157,807/39,905,721 (0.4%) +Types: NoneType:157,807 +Null/Empty: null:157,807 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 157,807/39,905,721 (0.4%) +Types: NoneType:157,807 +Null/Empty: null:157,807 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 125,042/39,905,721 (0.3%) +Types: str:125,042 +String length avg: 8.8 +Unique strings tracked: 15 +Top 5 string values: + 'Learn More': 40,448 (32.3%) + 'Shop Now': 30,072 (24.0%) + 'Download': 12,898 (10.3%) + 'Sign Up': 11,048 (8.8%) + 'Install': 7,867 (6.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 122,322/39,905,721 (0.3%) +Types: bool:122,322 +Booleans: true:122,322 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 73,409/39,905,721 (0.2%) +Types: dict:66,863, NoneType:6,546 +Null/Empty: null:6,546 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 4,733/39,905,721 (0.0%) +Types: str:4,733 +String length avg: 6.4 +Unique strings tracked: 70 +Top 5 string values: + '$16.50': 2,561 (54.1%) + '$100.00': 1,733 (36.6%) + '$199.00': 94 (2.0%) + '$159.00': 30 (0.6%) + '$10.00': 21 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 2/39,905,721 (0.0%) +Types: bool:2 +Booleans: true:1 (50.0%), false:1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 2/39,905,721 (0.0%) +Types: bool:2 +Booleans: true:0 (0.0%), false:2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 2/39,905,721 (0.0%) +Types: bool:2 +Booleans: true:0 (0.0%), false:2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 2/39,905,721 (0.0%) +Types: bool:2 +Booleans: true:0 (0.0%), false:2 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2025-02.jsonl +Analysis Time: 2026-01-16 06:48:08 +================================================================================ +Processed lines: 36,173,238 +Total unique fields: 156 +Max unique values tracked per field: 1,000 +Sample size: 36,173,238 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 36,173,238/36,173,238 (100.0%) +Types: list:36,173,238 +Null/Empty: empty_arr:36,173,238 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:41 (0.0%), false:36,173,197 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:36,173,238 +Null/Empty: null:36,173,238 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:36,173,238 +Null/Empty: null:36,173,238 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:0 (0.0%), false:36,173,238 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 36,173,238/36,173,238 (100.0%) +Types: str:36,173,238 +String length avg: 13.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 23 (0.0%) + 'CrazyGoldenSiren': 15 (0.0%) + '[deleted]': 11 (0.0%) + 'GrouchyPudding9303': 11 (0.0%) + 'collocation-game': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:32,938,693, str:3,234,545 +Null/Empty: null:32,938,693, empty_str:831,900 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 1,994 (0.1%) + '#dadada': 625 (0.0%) + '#373c3f': 343 (0.0%) + '#ea0027': 342 (0.0%) + '#46d160': 283 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:35,031,722, str:1,141,516 +Null/Empty: null:35,031,722, empty_str:118,432 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'green': 84 (0.0%) + 'vs': 66 (0.0%) + 'verified': 59 (0.0%) + 'unv': 52 (0.0%) + 'default': 51 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:33,501,235, str:2,672,003 +Null/Empty: null:33,501,235 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6dde4c66-7924-11ee-be2a-46124de7bb46': 32 (0.0%) + '4d48f1aa-6c35-11e9-81f1-0acf30770a48': 19 (0.0%) + '3e6092bc-8922-11ec-bad9-dacb60a37103': 11 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 10 (0.0%) + '45affd5e-b291-11eb-8773-0e031e123103': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:32,957,885, str:3,215,353 +Null/Empty: null:32,957,885, empty_str:146,740 +String length avg: 17.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified': 20 (0.0%) + '∘': 20 (0.0%) + 'Unverified': 14 (0.0%) + 'Verified Seller': 13 (0.0%) + 'Reader': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:32,590,442, str:3,582,796 +Null/Empty: null:32,590,442, empty_str:20,488 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'dark': 2,590,227 (72.7%) + 'light': 972,081 (27.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:0 (0.0%), false:36,173,238 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 36,173,238/36,173,238 (100.0%) +Types: list:36,173,238 +Null/Empty: empty_arr:36,173,238 + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:36,173,238 +Null/Empty: null:36,173,238 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:36,173,238 +Null/Empty: null:36,173,238 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:0 (0.0%), false:36,173,238 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:0 (0.0%), false:36,173,238 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:36,172,475, str:763 +Null/Empty: null:36,172,475 +String length avg: 14.0 +Unique strings tracked: 2 +String values distribution: + 'diy_and_crafts': 755 (99.0%) + 'entertainment': 8 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:0 (0.0%), false:36,173,238 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:36,005,502, list:167,736 +Null/Empty: null:36,005,502 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:14,987 (0.0%), false:36,158,251 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 36,173,238/36,173,238 (100.0%) +Types: int:36,173,238 +Numeric values: 36,173,238 total +Numeric range: min:1,738,368,000, max:1,740,787,199, avg:1739583416.9 +Numeric std dev: 698438.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 36,173,238/36,173,238 (100.0%) +Types: int:36,173,238 +Numeric values: 36,173,238 total +Numeric range: min:1,738,368,000, max:1,740,787,199, avg:1739583416.9 +Numeric std dev: 698438.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:36,173,238 +Null/Empty: null:36,173,238 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:36,095,703, str:77,535 +Null/Empty: null:36,095,703 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 77,398 (99.8%) + 'admin': 137 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 36,173,238/36,173,238 (100.0%) +Types: str:36,173,238 +Null/Empty: empty_str:524,433 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 686 (0.0%) + 'reddit.com': 273 (0.0%) + 'redgifs.com': 70 (0.0%) + 'v.redd.it': 50 (0.0%) + 'youtube.com': 34 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 36,173,238/36,173,238 (100.0%) +Types: int:36,173,238 +Numeric values: 36,173,238 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 36,173,238 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,157,646, int:15,592 +Booleans: true:0 (0.0%), false:36,157,646 (100.0%) +Numeric values: 15,592 total +Numeric range: min:1,738,378,011, max:1,740,772,312, avg:1739426327.5 +Numeric std dev: 890148.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 36,173,238/36,173,238 (100.0%) +Types: int:36,173,238 +Numeric values: 36,173,238 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 36,173,238 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 36,173,238/36,173,238 (100.0%) +Types: dict:36,173,238 +Null/Empty: empty_obj:36,173,238 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:0 (0.0%), false:36,173,238 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:1,204,363 (3.3%), false:34,968,875 (96.7%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 36,173,238/36,173,238 (100.0%) +Types: str:36,173,238 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1ieta1d': 1 (0.0%) + '1ieta1e': 1 (0.0%) + '1ieta1h': 1 (0.0%) + '1ieta1i': 1 (0.0%) + '1ieta1j': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:156,843 (0.4%), false:36,016,395 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:29,436,962 (81.4%), false:6,736,276 (18.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:0 (0.0%), false:36,173,238 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:348,871 (1.0%), false:35,824,367 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:12,082,423 (33.4%), false:24,090,815 (66.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:29,625,612 (81.9%), false:6,547,626 (18.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:14,744,101 (40.8%), false:21,429,137 (59.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:1,105,264 (3.1%), false:35,067,974 (96.9%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:36,173,238 +Null/Empty: null:36,173,238 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 36,173,238/36,173,238 (100.0%) +Types: str:35,583,354, NoneType:589,884 +Null/Empty: null:589,884, empty_str:20,487,608 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 427 (0.0%) + '#ea0027': 367 (0.0%) + '#0079d3': 353 (0.0%) + '#46d160': 260 (0.0%) + '#7193ff': 256 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:19,957,450, str:16,215,788 +Null/Empty: null:19,957,450, empty_str:12,517,813 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 208 (0.0%) + 'question': 138 (0.0%) + 'male': 89 (0.0%) + 'one': 56 (0.0%) + 'help': 44 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 36,173,238/36,173,238 (100.0%) +Types: list:36,173,238 +Null/Empty: empty_arr:28,654,223 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:19,195,353, str:16,977,885 +Null/Empty: null:19,195,353, empty_str:1,777 +String length avg: 11.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 77 (0.0%) + 'Question': 63 (0.0%) + 'M4F': 21 (0.0%) + 'MALE': 16 (0.0%) + 'Other': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 36,173,238/36,173,238 (100.0%) +Types: str:35,539,674, NoneType:633,564 +Null/Empty: null:633,564 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 28,356,068 (79.8%) + 'light': 7,183,606 (20.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 36,173,238/36,173,238 (100.0%) +Types: str:36,173,238 +String length avg: 4.8 +Unique strings tracked: 2 +String values distribution: + 'text': 28,654,223 (79.2%) + 'richtext': 7,519,015 (20.8%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:1,828,576 (5.1%), false:34,344,662 (94.9%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:32,772,284, dict:3,400,954 +Null/Empty: null:32,772,284 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 36,173,238/36,173,238 (100.0%) +Types: dict:36,173,238 +Null/Empty: empty_obj:33,889,397 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:1,025 (0.0%), false:36,172,213 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:36,173,238 +Null/Empty: null:36,173,238 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:36,173,238 +Null/Empty: null:36,173,238 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:36,173,238 +Null/Empty: null:36,173,238 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 36,173,238/36,173,238 (100.0%) +Types: list:36,173,238 +Null/Empty: empty_arr:36,173,238 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 36,173,238/36,173,238 (100.0%) +Types: str:36,173,238 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1ieta1d': 1 (0.0%) + 't3_1ieta1e': 1 (0.0%) + 't3_1ieta1h': 1 (0.0%) + 't3_1ieta1i': 1 (0.0%) + 't3_1ieta1j': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:30,049,543 (83.1%), false:6,123,695 (16.9%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 36,173,238/36,173,238 (100.0%) +Types: int:36,173,238 +Numeric values: 36,173,238 total +Numeric range: min:0, max:63,585, avg:7.1 +Numeric std dev: 63.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 36,173,238/36,173,238 (100.0%) +Types: int:36,173,238 +Numeric values: 36,173,238 total +Numeric range: min:0, max:244, avg:0.0 +Numeric std dev: 0.4 +Unique numbers tracked: 99 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:36,173,238 +Null/Empty: null:36,173,238 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:14,270,567 (39.5%), false:21,902,671 (60.5%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 36,173,238/36,173,238 (100.0%) +Types: str:36,173,238 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/ConnecticutR4R/comments/1ieta1d/24_m4m_ellingto...': 1 (0.0%) + '/r/pythonhelp/comments/1ieta1e/a_python_script_tha...': 1 (0.0%) + '/r/nba/comments/1ieta1h/game_thread_boston_celtics...': 1 (0.0%) + '/r/BBWAnal/comments/1ieta1i/type_quickie_or_hours_...': 1 (0.0%) + '/r/saunagw/comments/1ieta1j/public_sauna_fun/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:0 (0.0%), false:36,173,238 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:19,548,411, int:16,624,827 +Null/Empty: null:19,548,411 +Numeric values: 16,624,827 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 14,536,285 (87.4%) + 7: 2,087,879 (12.6%) + 1: 663 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:1,006 (0.0%), false:36,172,232 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:36,169,812, str:3,426 +Null/Empty: null:36,169,812 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 3,426 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:36,173,238 +Null/Empty: null:36,173,238 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:29,631,592, str:6,541,646 +Null/Empty: null:29,631,592 +String length avg: 8.6 +Unique strings tracked: 7 +String values distribution: + 'reddit': 3,050,688 (46.6%) + 'moderator': 2,181,527 (33.3%) + 'automod_filtered': 979,267 (15.0%) + 'deleted': 323,854 (5.0%) + 'author': 3,278 (0.1%) + 'content_takedown': 3,030 (0.0%) + 'copyright_takedown': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:36,173,238 +Null/Empty: null:36,173,238 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 36,173,238/36,173,238 (100.0%) +Types: int:36,173,238 +Numeric values: 36,173,238 total +Numeric range: min:1,738,368,017, max:1,740,875,223, avg:1739583570.0 +Numeric std dev: 698365.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:0 (0.0%), false:36,173,238 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 36,173,238/36,173,238 (100.0%) +Types: int:36,173,238 +Numeric values: 36,173,238 total +Numeric range: min:0, max:244,898, avg:47.9 +Numeric std dev: 650.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:32,772,284, dict:3,400,954 +Null/Empty: null:32,772,284 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 36,173,238/36,173,238 (100.0%) +Types: dict:36,173,238 +Null/Empty: empty_obj:33,889,397 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 36,173,238/36,173,238 (100.0%) +Types: str:36,173,238 +Null/Empty: empty_str:19,584,830 +String length avg: 447.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 167 (0.0%) + '[deleted]': 6 (0.0%) + 'Dm me': 5 (0.0%) + 'https://thefactbase.com/charon-pluto-s-largest-moo...': 5 (0.0%) + 'Use this thread to ask anything at all!': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:35,191,934 (97.3%), false:981,304 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:342,566 (0.9%), false:35,830,672 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:86,461 (0.2%), false:36,086,777 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 36,173,238/36,173,238 (100.0%) +Types: str:36,173,238 +String length avg: 12.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'GaySnapchatShare': 9 (0.0%) + 'collocationgame': 9 (0.0%) + 'automationContentCom': 8 (0.0%) + 'dirtyr4r': 6 (0.0%) + 'JerkOffChat': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 36,173,238/36,173,238 (100.0%) +Types: str:36,173,238 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_32ulkj': 9 (0.0%) + 't5_d1zxzq': 9 (0.0%) + 't5_bnynuc': 8 (0.0%) + 't5_2vqun': 6 (0.0%) + 't5_5l3176': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 36,173,238/36,173,238 (100.0%) +Types: str:36,173,238 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/GaySnapchatShare': 9 (0.0%) + 'r/collocationgame': 9 (0.0%) + 'r/automationContentCom': 8 (0.0%) + 'r/dirtyr4r': 6 (0.0%) + 'r/JerkOffChat': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 36,173,238/36,173,238 (100.0%) +Types: int:36,173,238 +Numeric values: 36,173,238 total +Numeric range: min:-1, max:66,483,937, avg:848501.8 +Numeric std dev: 4343243.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 36,173,238/36,173,238 (100.0%) +Types: str:36,173,238 +String length avg: 6.0 +Unique strings tracked: 3 +String values distribution: + 'public': 33,848,720 (93.6%) + 'user': 1,411,805 (3.9%) + 'restricted': 912,713 (2.5%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:29,420,118, str:6,753,120 +Null/Empty: null:29,420,118 +String length avg: 4.8 +Unique strings tracked: 8 +String values distribution: + 'confidence': 1,943,076 (28.8%) + 'new': 1,803,683 (26.7%) + 'qa': 1,441,278 (21.3%) + 'top': 994,249 (14.7%) + 'old': 520,551 (7.7%) + 'live': 22,161 (0.3%) + 'controversial': 21,038 (0.3%) + 'random': 7,084 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 36,173,238/36,173,238 (100.0%) +Types: str:36,173,238 +Null/Empty: empty_str:902 +String length avg: 28.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 1,538 (0.0%) + 'self': 1,255 (0.0%) + 'default': 141 (0.0%) + 'image': 25 (0.0%) + 'spoiler': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 36,173,238/36,173,238 (100.0%) +Types: str:36,173,238 +String length avg: 46.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Daily Puzzle 2-1-2025': 10 (0.0%) + 'Emma Watson': 9 (0.0%) + 'M18': 4 (0.0%) + 'Slap that ass': 3 (0.0%) + 'Ferrari vs. Lamborghini': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:36,173,238 +Null/Empty: null:36,173,238 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 36,173,238/36,173,238 (100.0%) +Types: int:36,173,238 +Numeric values: 36,173,238 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 36,173,238 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 36,173,238/36,173,238 (100.0%) +Types: list:36,173,238 +Null/Empty: empty_arr:36,173,238 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 36,173,238/36,173,238 (100.0%) +Types: int:36,173,238 +Numeric values: 36,173,238 total +Numeric range: min:0, max:244,898, avg:47.9 +Numeric std dev: 650.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 36,173,238/36,173,238 (100.0%) +Types: int:22,389,626, float:13,783,612 +Numeric values: 36,173,238 total +Numeric range: min:0, max:1, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 36,173,238/36,173,238 (100.0%) +Types: str:36,173,238 +Null/Empty: empty_str:351,213 +String length avg: 61.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.upgameshop.com': 4 (0.0%) + 'https://www.247videogame.com': 4 (0.0%) + 'https://youtu.be/G7y6NbHA53o': 3 (0.0%) + 'https://www.wikipedia.org/': 2 (0.0%) + 'https://www.youtube.com/watch?v=AUMFWTFUPFE': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 36,173,238/36,173,238 (100.0%) +Types: list:36,173,238 +Null/Empty: empty_arr:36,173,238 + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:36,173,238 +Null/Empty: null:36,173,238 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 36,173,238/36,173,238 (100.0%) +Types: bool:36,173,238 +Booleans: true:0 (0.0%), false:36,173,238 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 36,173,238/36,173,238 (100.0%) +Types: NoneType:19,548,411, int:16,624,827 +Null/Empty: null:19,548,411 +Numeric values: 16,624,827 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 14,536,285 (87.4%) + 7: 2,087,879 (12.6%) + 1: 663 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 36,172,336/36,173,238 (100.0%) +Types: int:20,351,129, NoneType:15,821,207 +Null/Empty: null:15,821,207 +Numeric values: 20,351,129 total +Numeric range: min:1, max:140, avg:123.9 +Numeric std dev: 25.7 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 36,172,336/36,173,238 (100.0%) +Types: int:20,351,129, NoneType:15,821,207 +Null/Empty: null:15,821,207 +Numeric values: 20,351,129 total +Numeric range: min:1, max:140, avg:139.9 +Numeric std dev: 2.3 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 35,814,136/36,173,238 (99.0%) +Types: list:35,814,136 +Null/Empty: empty_arr:34,090,964 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 35,814,136/36,173,238 (99.0%) +Types: str:35,814,136 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 34,090,964 (95.2%) + 'richtext': 1,723,172 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 35,814,136/36,173,238 (99.0%) +Types: bool:35,814,136 +Booleans: true:0 (0.0%), false:35,814,136 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 35,814,136/36,173,238 (99.0%) +Types: bool:35,814,136 +Booleans: true:334,375 (0.9%), false:35,479,761 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 35,814,132/36,173,238 (99.0%) +Types: str:35,814,132 +String length avg: 11.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 23 (0.0%) + 't2_1ahed2bpk0': 15 (0.0%) + 't2_vx7bjn3fu': 11 (0.0%) + 't2_1ef15rnaq2': 9 (0.0%) + 't2_odjk6dicu': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 34,963,978/36,173,238 (96.7%) +Types: dict:34,963,978 + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 21,429,338/36,173,238 (59.2%) +Types: str:21,429,338 +Null/Empty: empty_str:205,698 +String length avg: 43.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://youtu.be/G7y6NbHA53o': 6 (0.0%) + 'https://www.upgameshop.com': 4 (0.0%) + 'https://www.247videogame.com': 4 (0.0%) + 'https://www.redgifs.com/watch/surefootedstripedind...': 2 (0.0%) + 'https://www.wikipedia.org/': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 17,037,909/36,173,238 (47.1%) +Types: dict:17,037,909 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 16,964,061/36,173,238 (46.9%) +Types: str:16,964,061 +String length avg: 5.9 +Unique strings tracked: 7 +String values distribution: + 'image': 11,221,063 (66.1%) + 'rich:video': 2,168,076 (12.8%) + 'link': 1,695,103 (10.0%) + 'hosted:video': 1,083,421 (6.4%) + 'self': 793,983 (4.7%) + 'gallery': 2,284 (0.0%) + 'video': 131 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 16,494,678/36,173,238 (45.6%) +Types: str:16,494,678 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 14 (0.0%) + '9e4637c8-3116-11eb-aa21-0ef73ac967a5': 6 (0.0%) + 'b126cda4-adb7-11ef-9d5d-d6de5072d297': 5 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 5 (0.0%) + 'f1afcc10-79c6-11ef-bc5f-b6fe0eb5733c': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 4,669,619/36,173,238 (12.9%) +Types: dict:4,061,052, NoneType:608,567 +Null/Empty: null:608,567, empty_obj:30 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 4,196,455/36,173,238 (11.6%) +Types: dict:3,678,314, NoneType:518,141 +Null/Empty: null:518,141 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 4,196,455/36,173,238 (11.6%) +Types: bool:4,196,455 +Booleans: true:4,196,455 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,331,719/36,173,238 (3.7%) +Types: str:1,331,719 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1iekpbj': 11 (0.0%) + 't3_1ietcbb': 10 (0.0%) + 't3_1ietoqq': 10 (0.0%) + 't3_1ietbq8': 8 (0.0%) + 't3_1ietcrx': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,331,719/36,173,238 (3.7%) +Types: list:1,331,719 +Null/Empty: empty_arr:223 + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 156,843/36,173,238 (0.4%) +Types: NoneType:156,843 +Null/Empty: null:156,843 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 156,843/36,173,238 (0.4%) +Types: NoneType:156,843 +Null/Empty: null:156,843 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 156,843/36,173,238 (0.4%) +Types: NoneType:148,062, str:8,781 +Null/Empty: null:148,062 +String length avg: 55.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'COLECCIÓN ADIDAS ESSENTIALS': 37 (0.4%) + '2X Long SoFi Technologies, Inc. ETF': 32 (0.4%) + 'TON STYLE ADIDAS ESSENTIALS': 31 (0.4%) + '3 Reasons Ootbi is Best Storage for Veeam': 31 (0.4%) + '[Presented by FanDuel](https://apps.apple.com/us/a...': 31 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 156,843/36,173,238 (0.4%) +Types: NoneType:156,843 +Null/Empty: null:156,843 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 156,843/36,173,238 (0.4%) +Types: NoneType:156,843 +Null/Empty: null:156,843 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 156,843/36,173,238 (0.4%) +Types: NoneType:156,843 +Null/Empty: null:156,843 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 156,843/36,173,238 (0.4%) +Types: NoneType:156,843 +Null/Empty: null:156,843 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 156,843/36,173,238 (0.4%) +Types: str:156,828, NoneType:15 +Null/Empty: null:15 +String length avg: 11.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_nymvravcc': 1,000 (0.6%) + 't2_jyms1ejh': 862 (0.5%) + 't2_tnjwypik': 427 (0.3%) + 't2_n0ptitrg': 163 (0.1%) + 't2_1hbw3inqnu': 148 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 156,843/36,173,238 (0.4%) +Types: NoneType:156,843 +Null/Empty: null:156,843 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 156,843/36,173,238 (0.4%) +Types: str:121,762, NoneType:35,081 +Null/Empty: null:35,081 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.sanchez-byrd.com/shorturl': 987 (0.8%) + 'httpstat.us': 385 (0.3%) + 'https://h5.g123.jp': 315 (0.3%) + 'store.steampowered.com': 248 (0.2%) + 'abc.com': 158 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 156,843/36,173,238 (0.4%) +Types: NoneType:156,842, str:1 +Null/Empty: null:156,842 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 156,843/36,173,238 (0.4%) +Types: NoneType:156,842, str:1 +Null/Empty: null:156,842 +String length avg: 22.0 +Unique strings tracked: 1 +String values distribution: + 'https://www.reddit.com': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 156,843/36,173,238 (0.4%) +Types: list:156,843 +Null/Empty: empty_arr:156,843 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 156,843/36,173,238 (0.4%) +Types: list:156,843 +Null/Empty: empty_arr:156,843 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 156,843/36,173,238 (0.4%) +Types: str:156,843 +String length avg: 98.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.sanchez-byrd.com/foo/bar/long/url': 501 (0.3%) + 'https://reddit.com': 111 (0.1%) + 'https://www.bjs.com/membership/clubCardEnroll?stor...': 91 (0.1%) + 'https://httpstat.us/200': 76 (0.0%) + 'https://ayearofdates.co.uk/product/date-night-idea...': 50 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 156,843/36,173,238 (0.4%) +Types: NoneType:156,843 +Null/Empty: null:156,843 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 156,843/36,173,238 (0.4%) +Types: NoneType:156,843 +Null/Empty: null:156,843 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 156,843/36,173,238 (0.4%) +Types: bool:156,843 +Booleans: true:0 (0.0%), false:156,843 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 156,843/36,173,238 (0.4%) +Types: bool:156,843 +Booleans: true:0 (0.0%), false:156,843 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 156,843/36,173,238 (0.4%) +Types: str:156,843 +Null/Empty: empty_str:68,961 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/lGPodvphXVy6...': 261 (0.3%) + 'https://reddit-image.s3.amazonaws.com/4Yb5jvxl0WFJ...': 69 (0.1%) + 'https://reddit-image.s3.amazonaws.com/B5G4YOGadSDb...': 66 (0.1%) + 'https://reddit-image.s3.amazonaws.com/oQd_XBvKDQoj...': 66 (0.1%) + 'https://reddit-image.s3.amazonaws.com/Zm_Zd3vAOcQs...': 63 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 156,843/36,173,238 (0.4%) +Types: NoneType:156,843 +Null/Empty: null:156,843 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 156,843/36,173,238 (0.4%) +Types: dict:156,843 +Null/Empty: empty_obj:156,843 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 156,843/36,173,238 (0.4%) +Types: NoneType:156,843 +Null/Empty: null:156,843 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 156,843/36,173,238 (0.4%) +Types: list:156,843 +Null/Empty: empty_arr:156,843 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 156,843/36,173,238 (0.4%) +Types: NoneType:156,818, str:25 +Null/Empty: null:156,818 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 25 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 156,843/36,173,238 (0.4%) +Types: bool:156,843 +Booleans: true:0 (0.0%), false:156,843 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 156,843/36,173,238 (0.4%) +Types: NoneType:156,843 +Null/Empty: null:156,843 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 156,843/36,173,238 (0.4%) +Types: NoneType:156,843 +Null/Empty: null:156,843 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 156,843/36,173,238 (0.4%) +Types: NoneType:156,843 +Null/Empty: null:156,843 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 156,843/36,173,238 (0.4%) +Types: bool:156,843 +Booleans: true:156,843 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 156,843/36,173,238 (0.4%) +Types: NoneType:156,843 +Null/Empty: null:156,843 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 156,843/36,173,238 (0.4%) +Types: list:156,843 +Null/Empty: empty_arr:156,843 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 156,843/36,173,238 (0.4%) +Types: NoneType:156,843 +Null/Empty: null:156,843 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 156,843/36,173,238 (0.4%) +Types: NoneType:156,843 +Null/Empty: null:156,843 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 126,414/36,173,238 (0.3%) +Types: str:126,414 +String length avg: 8.8 +Unique strings tracked: 22 +Top 5 string values: + 'Learn More': 43,706 (34.6%) + 'Shop Now': 27,294 (21.6%) + 'Sign Up': 11,761 (9.3%) + 'Download': 11,362 (9.0%) + 'Play Now': 6,635 (5.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 97,405/36,173,238 (0.3%) +Types: bool:97,405 +Booleans: true:97,405 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 67,475/36,173,238 (0.2%) +Types: dict:59,722, NoneType:7,753 +Null/Empty: null:7,753 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 3,092/36,173,238 (0.0%) +Types: str:3,092 +String length avg: 6.8 +Unique strings tracked: 156 +Top 5 string values: + '$100.00': 1,545 (50.0%) + '$16.50': 413 (13.4%) + '$199.00': 128 (4.1%) + '$24.90': 56 (1.8%) + '$25.00': 44 (1.4%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 1/36,173,238 (0.0%) +Types: bool:1 +Booleans: true:0 (0.0%), false:1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 1/36,173,238 (0.0%) +Types: bool:1 +Booleans: true:0 (0.0%), false:1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 1/36,173,238 (0.0%) +Types: bool:1 +Booleans: true:0 (0.0%), false:1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 1/36,173,238 (0.0%) +Types: bool:1 +Booleans: true:0 (0.0%), false:1 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2025-03.jsonl +Analysis Time: 2026-01-16 08:26:10 +================================================================================ +Processed lines: 39,637,989 +Total unique fields: 152 +Max unique values tracked per field: 1,000 +Sample size: 39,637,989 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 39,637,989/39,637,989 (100.0%) +Types: list:39,637,989 +Null/Empty: empty_arr:39,637,989 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:61 (0.0%), false:39,637,928 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:39,637,989 +Null/Empty: null:39,637,989 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:39,637,989 +Null/Empty: null:39,637,989 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:0 (0.0%), false:39,637,989 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 39,637,989/39,637,989 (100.0%) +Types: str:39,637,989 +String length avg: 13.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 25 (0.0%) + 'Lazy_Bug_7452': 9 (0.0%) + 'AcademicAd8273': 9 (0.0%) + '[deleted]': 8 (0.0%) + 'GameProfessional': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:36,124,820, str:3,513,169 +Null/Empty: null:36,124,820, empty_str:878,724 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 2,214 (0.1%) + '#dadada': 690 (0.0%) + '#ea0027': 314 (0.0%) + '#ff66ac': 272 (0.0%) + '#373c3f': 237 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:38,396,846, str:1,241,143 +Null/Empty: null:38,396,846, empty_str:133,533 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'team-harmony': 215 (0.0%) + 'green': 142 (0.0%) + 'default': 100 (0.0%) + 'tier2': 63 (0.0%) + 'image-reminder': 60 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:36,674,300, str:2,963,689 +Null/Empty: null:36,674,300 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 67 (0.0%) + '6dde4c66-7924-11ee-be2a-46124de7bb46': 29 (0.0%) + '9811a942-f7ec-11e8-ba86-0e2871aefb54': 24 (0.0%) + '14cf617e-3d38-11ed-b18c-76c17742cc0a': 15 (0.0%) + '1114cdee-6c35-11e9-bf6d-0eff0d163f02': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:36,114,957, str:3,523,032 +Null/Empty: null:36,114,957, empty_str:164,628 +String length avg: 17.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'FC: Trainer name: ': 58 (0.0%) + 'Verified': 22 (0.0%) + 'Verified Seller': 22 (0.0%) + '∘': 17 (0.0%) + 'Unverified': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:35,746,066, str:3,891,923 +Null/Empty: null:35,746,066, empty_str:22,191 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'dark': 2,831,836 (73.2%) + 'light': 1,037,896 (26.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:0 (0.0%), false:39,637,989 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 39,637,989/39,637,989 (100.0%) +Types: list:39,637,989 +Null/Empty: empty_arr:39,637,989 + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:39,637,989 +Null/Empty: null:39,637,989 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:39,637,989 +Null/Empty: null:39,637,989 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:0 (0.0%), false:39,637,989 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:0 (0.0%), false:39,637,989 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:39,637,144, str:845 +Null/Empty: null:39,637,144 +String length avg: 14.0 +Unique strings tracked: 3 +String values distribution: + 'diy_and_crafts': 834 (98.7%) + 'entertainment': 10 (1.2%) + 'drawing_and_painting': 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:0 (0.0%), false:39,637,989 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:39,465,444, list:172,545 +Null/Empty: null:39,465,444 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:16,226 (0.0%), false:39,621,763 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 39,637,989/39,637,989 (100.0%) +Types: int:39,637,989 +Numeric values: 39,637,989 total +Numeric range: min:1,740,787,200, max:1,743,465,599, avg:1742123441.5 +Numeric std dev: 772293.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 39,637,989/39,637,989 (100.0%) +Types: int:39,637,989 +Numeric values: 39,637,989 total +Numeric range: min:1,740,787,200, max:1,743,465,599, avg:1742123441.5 +Numeric std dev: 772293.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:39,637,989 +Null/Empty: null:39,637,989 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:39,568,009, str:69,980 +Null/Empty: null:39,568,009 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 69,880 (99.9%) + 'admin': 100 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 39,637,989/39,637,989 (100.0%) +Types: str:39,637,989 +Null/Empty: empty_str:534,551 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 629 (0.0%) + 'reddit.com': 270 (0.0%) + 'redgifs.com': 103 (0.0%) + 'v.redd.it': 39 (0.0%) + 'youtube.com': 34 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 39,637,989/39,637,989 (100.0%) +Types: int:39,637,989 +Numeric values: 39,637,989 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 39,637,989 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,623,180, int:14,809 +Booleans: true:0 (0.0%), false:39,623,180 (100.0%) +Numeric values: 14,809 total +Numeric range: min:1,740,796,136, max:1,743,464,431, avg:1741550443.6 +Numeric std dev: 400195.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 39,637,989/39,637,989 (100.0%) +Types: int:39,637,989 +Numeric values: 39,637,989 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 39,637,989 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 39,637,989/39,637,989 (100.0%) +Types: dict:39,637,989 +Null/Empty: empty_obj:39,637,989 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:0 (0.0%), false:39,637,989 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:535,946 (1.4%), false:39,102,043 (98.6%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 39,637,989/39,637,989 (100.0%) +Types: str:39,637,989 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1j0m6bj': 1 (0.0%) + '1j0m6bm': 1 (0.0%) + '1j0m6bn': 1 (0.0%) + '1j0m6bo': 1 (0.0%) + '1j0m6bp': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:202,853 (0.5%), false:39,435,136 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:31,999,078 (80.7%), false:7,638,911 (19.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:0 (0.0%), false:39,637,989 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:407,791 (1.0%), false:39,230,198 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:13,232,829 (33.4%), false:26,405,160 (66.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:32,242,187 (81.3%), false:7,395,802 (18.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:16,059,369 (40.5%), false:23,578,620 (59.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:1,258,958 (3.2%), false:38,379,031 (96.8%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:39,637,989 +Null/Empty: null:39,637,989 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 39,637,989/39,637,989 (100.0%) +Types: str:39,003,922, NoneType:634,067 +Null/Empty: null:634,067, empty_str:22,254,878 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 385 (0.0%) + '#ea0027': 356 (0.0%) + '#0079d3': 317 (0.0%) + '#646d73': 284 (0.0%) + '#7193ff': 233 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:21,663,277, str:17,974,712 +Null/Empty: null:21,663,277, empty_str:13,985,349 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'T5': 475 (0.0%) + 'discussion': 208 (0.0%) + 'question': 148 (0.0%) + 'male': 114 (0.0%) + 'help': 59 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 39,637,989/39,637,989 (100.0%) +Types: list:39,637,989 +Null/Empty: empty_arr:31,379,772 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:20,872,032, str:18,765,957 +Null/Empty: null:20,872,032, empty_str:1,815 +String length avg: 11.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 93 (0.0%) + 'Question': 55 (0.0%) + 'Hosting T5 Raid': 41 (0.0%) + '• OC - Original Content •': 17 (0.0%) + 'M4F': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 39,637,989/39,637,989 (100.0%) +Types: str:38,993,885, NoneType:644,104 +Null/Empty: null:644,104 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 31,140,152 (79.9%) + 'light': 7,853,733 (20.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 39,637,989/39,637,989 (100.0%) +Types: str:39,637,989 +String length avg: 4.8 +Unique strings tracked: 2 +String values distribution: + 'text': 31,379,772 (79.2%) + 'richtext': 8,258,217 (20.8%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:2,000,113 (5.0%), false:37,637,876 (95.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:35,830,590, dict:3,807,399 +Null/Empty: null:35,830,590 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 39,637,989/39,637,989 (100.0%) +Types: dict:39,637,989 +Null/Empty: empty_obj:37,127,911 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:837 (0.0%), false:39,637,152 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:39,637,989 +Null/Empty: null:39,637,989 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:39,637,989 +Null/Empty: null:39,637,989 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:39,637,989 +Null/Empty: null:39,637,989 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 39,637,989/39,637,989 (100.0%) +Types: list:39,637,989 +Null/Empty: empty_arr:39,637,989 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 39,637,989/39,637,989 (100.0%) +Types: str:39,637,989 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1j0m6bj': 1 (0.0%) + 't3_1j0m6bm': 1 (0.0%) + 't3_1j0m6bn': 1 (0.0%) + 't3_1j0m6bo': 1 (0.0%) + 't3_1j0m6bp': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:33,133,574 (83.6%), false:6,504,415 (16.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 39,637,989/39,637,989 (100.0%) +Types: int:39,637,989 +Numeric values: 39,637,989 total +Numeric range: min:0, max:42,269, avg:7.0 +Numeric std dev: 58.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 39,637,989/39,637,989 (100.0%) +Types: int:39,637,989 +Numeric values: 39,637,989 total +Numeric range: min:0, max:238, avg:0.0 +Numeric std dev: 0.3 +Unique numbers tracked: 90 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:39,637,989 +Null/Empty: null:39,637,989 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:15,875,743 (40.1%), false:23,762,246 (59.9%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 39,637,989/39,637,989 (100.0%) +Types: str:39,637,989 +String length avg: 66.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Pickles_place/comments/1j0m6bj/yee_haw_its_the_...': 1 (0.0%) + '/r/nba/comments/1j0m6bm/game_thread_toronto_raptor...': 1 (0.0%) + '/r/nba/comments/1j0m6bn/game_thread_indiana_pacers...': 1 (0.0%) + '/r/Marriedandflirting/comments/1j0m6bo/why_arent_w...': 1 (0.0%) + '/r/every15min/comments/1j0m6bp/currently_its_febru...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:0 (0.0%), false:39,637,989 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:21,645,972, int:17,992,017 +Null/Empty: null:21,645,972 +Numeric values: 17,992,017 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 15,763,432 (87.6%) + 7: 2,227,964 (12.4%) + 1: 621 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:1,102 (0.0%), false:39,636,887 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:39,635,432, str:2,557 +Null/Empty: null:39,635,432 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 2,557 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:39,637,989 +Null/Empty: null:39,637,989 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:32,249,364, str:7,388,625 +Null/Empty: null:32,249,364 +String length avg: 8.4 +Unique strings tracked: 8 +String values distribution: + 'reddit': 3,563,514 (48.2%) + 'moderator': 2,461,781 (33.3%) + 'automod_filtered': 1,033,396 (14.0%) + 'deleted': 324,403 (4.4%) + 'author': 3,297 (0.0%) + 'content_takedown': 2,230 (0.0%) + 'community_ops': 3 (0.0%) + 'copyright_takedown': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:39,637,989 +Null/Empty: null:39,637,989 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 39,637,989/39,637,989 (100.0%) +Types: int:39,637,989 +Numeric values: 39,637,989 total +Numeric range: min:1,740,787,218, max:1,743,592,104, avg:1742123644.0 +Numeric std dev: 772155.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:0 (0.0%), false:39,637,989 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 39,637,989/39,637,989 (100.0%) +Types: int:39,637,989 +Numeric values: 39,637,989 total +Numeric range: min:0, max:298,989, avg:47.1 +Numeric std dev: 626.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:35,830,590, dict:3,807,399 +Null/Empty: null:35,830,590 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 39,637,989/39,637,989 (100.0%) +Types: dict:39,637,989 +Null/Empty: empty_obj:37,127,911 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 39,637,989/39,637,989 (100.0%) +Types: str:39,637,989 +Null/Empty: empty_str:21,225,598 +String length avg: 447.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 156 (0.0%) + '[deleted]': 7 (0.0%) + 'https://thefactbase.com/learning-a-second-language...': 5 (0.0%) + 'Use this thread to ask anything at all!': 4 (0.0%) + 'If you’re new to the community, introduce yourself...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:38,536,419 (97.2%), false:1,101,570 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:388,843 (1.0%), false:39,249,146 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:94,010 (0.2%), false:39,543,979 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 39,637,989/39,637,989 (100.0%) +Types: str:39,637,989 +String length avg: 12.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'JerkOffChat': 15 (0.0%) + 'PokemonGoRaids': 14 (0.0%) + 'DOG': 10 (0.0%) + 'ABCWorldNews': 9 (0.0%) + 'DirtySnapchat': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 39,637,989/39,637,989 (100.0%) +Types: str:39,637,989 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_5l3176': 15 (0.0%) + 't5_3m7q3': 14 (0.0%) + 't5_2qiy5': 10 (0.0%) + 't5_c0d8n3': 9 (0.0%) + 't5_2vuxw': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 39,637,989/39,637,989 (100.0%) +Types: str:39,637,989 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/JerkOffChat': 15 (0.0%) + 'r/PokemonGoRaids': 14 (0.0%) + 'r/DOG': 10 (0.0%) + 'r/ABCWorldNews': 9 (0.0%) + 'r/DirtySnapchat': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 39,637,989/39,637,989 (100.0%) +Types: int:39,637,989 +Numeric values: 39,637,989 total +Numeric range: min:-1, max:66,646,173, avg:836363.9 +Numeric std dev: 4307058.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 39,637,989/39,637,989 (100.0%) +Types: str:39,637,989 +String length avg: 6.0 +Unique strings tracked: 3 +String values distribution: + 'public': 37,140,132 (93.7%) + 'user': 1,500,498 (3.8%) + 'restricted': 997,359 (2.5%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:32,108,153, str:7,529,836 +Null/Empty: null:32,108,153 +String length avg: 4.8 +Unique strings tracked: 8 +String values distribution: + 'confidence': 2,112,160 (28.1%) + 'new': 1,983,096 (26.3%) + 'qa': 1,532,337 (20.4%) + 'top': 1,086,148 (14.4%) + 'old': 752,477 (10.0%) + 'controversial': 28,532 (0.4%) + 'live': 26,362 (0.4%) + 'random': 8,724 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 39,637,989/39,637,989 (100.0%) +Types: str:39,637,989 +Null/Empty: empty_str:1,073 +String length avg: 28.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 1,431 (0.0%) + 'self': 1,335 (0.0%) + 'default': 175 (0.0%) + 'spoiler': 33 (0.0%) + 'image': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 39,637,989/39,637,989 (100.0%) +Types: str:39,637,989 +String length avg: 46.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Daily Puzzle 3-1-2025': 9 (0.0%) + 'shorts Enhance your Spanish vocabulary with these ...': 9 (0.0%) + 'Look at my lil buddy. I named him March. He was a ...': 8 (0.0%) + 'Ill be a good girl and take the knot ♡': 5 (0.0%) + 'Which of my holes willl you like to fill first(OF ...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:39,637,989 +Null/Empty: null:39,637,989 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 39,637,989/39,637,989 (100.0%) +Types: int:39,637,989 +Numeric values: 39,637,989 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 39,637,989 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 39,637,989/39,637,989 (100.0%) +Types: list:39,637,989 +Null/Empty: empty_arr:39,637,989 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 39,637,989/39,637,989 (100.0%) +Types: int:39,637,989 +Numeric values: 39,637,989 total +Numeric range: min:0, max:298,989, avg:47.1 +Numeric std dev: 626.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 39,637,989/39,637,989 (100.0%) +Types: int:24,497,393, float:15,140,596 +Numeric values: 39,637,989 total +Numeric range: min:0, max:1, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 39,637,989/39,637,989 (100.0%) +Types: str:39,637,989 +Null/Empty: empty_str:355,030 +String length avg: 61.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=Z8cjCpExuHI': 9 (0.0%) + 'https://www.redgifs.com/watch/irritatingtrimnorthe...': 5 (0.0%) + 'https://www.redgifs.com/watch/blackwonderfulhoneyb...': 5 (0.0%) + 'https://youtu.be/WeoiD-q9pAs?si=i3ZK5pDTZY8roikT': 4 (0.0%) + 'https://www.upgameshop.com': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 39,637,989/39,637,989 (100.0%) +Types: list:39,637,989 +Null/Empty: empty_arr:39,637,989 + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:39,637,989 +Null/Empty: null:39,637,989 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 39,637,989/39,637,989 (100.0%) +Types: bool:39,637,989 +Booleans: true:0 (0.0%), false:39,637,989 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 39,637,989/39,637,989 (100.0%) +Types: NoneType:21,645,972, int:17,992,017 +Null/Empty: null:21,645,972 +Numeric values: 17,992,017 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 15,763,432 (87.6%) + 7: 2,227,964 (12.4%) + 1: 621 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 39,636,916/39,637,989 (100.0%) +Types: int:22,268,612, NoneType:17,368,304 +Null/Empty: null:17,368,304 +Numeric values: 22,268,612 total +Numeric range: min:1, max:140, avg:124.1 +Numeric std dev: 25.6 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 39,636,916/39,637,989 (100.0%) +Types: int:22,268,612, NoneType:17,368,304 +Null/Empty: null:17,368,304 +Numeric values: 22,268,612 total +Numeric range: min:1, max:140, avg:139.9 +Numeric std dev: 2.2 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 39,277,788/39,637,989 (99.1%) +Types: list:39,277,788 +Null/Empty: empty_arr:37,402,680 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 39,277,788/39,637,989 (99.1%) +Types: str:39,277,788 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 37,402,680 (95.2%) + 'richtext': 1,875,108 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 39,277,788/39,637,989 (99.1%) +Types: str:39,277,788 +String length avg: 11.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 25 (0.0%) + 't2_xix7nh9a8': 9 (0.0%) + 't2_g582r4zk': 9 (0.0%) + 't2_gyt6pat': 8 (0.0%) + 't2_1ef15rnaq2': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 39,277,788/39,637,989 (99.1%) +Types: bool:39,277,788 +Booleans: true:0 (0.0%), false:39,277,788 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 39,277,788/39,637,989 (99.1%) +Types: bool:39,277,788 +Booleans: true:348,773 (0.9%), false:38,929,015 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 39,141,923/39,637,989 (98.7%) +Types: dict:39,141,923 + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 23,578,842/39,637,989 (59.5%) +Types: str:23,578,842 +Null/Empty: empty_str:214,055 +String length avg: 43.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=Z8cjCpExuHI': 9 (0.0%) + 'https://www.redgifs.com/watch/irritatingtrimnorthe...': 8 (0.0%) + 'https://www.redgifs.com/watch/blackwonderfulhoneyb...': 5 (0.0%) + 'https://youtu.be/LPQLxamr2EA?si=xwrcAmYfHi5hPKyU': 5 (0.0%) + 'https://i.redd.it/2pj7nh3uwyle1.jpeg': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 18,652,591/39,637,989 (47.1%) +Types: dict:18,652,591 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 18,547,465/39,637,989 (46.8%) +Types: str:18,547,465 +String length avg: 6.0 +Unique strings tracked: 7 +String values distribution: + 'image': 12,268,467 (66.1%) + 'rich:video': 2,406,405 (13.0%) + 'link': 1,761,304 (9.5%) + 'hosted:video': 1,234,229 (6.7%) + 'self': 871,842 (4.7%) + 'gallery': 4,948 (0.0%) + 'video': 270 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 18,253,582/39,637,989 (46.1%) +Types: str:18,253,582 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9e4637c8-3116-11eb-aa21-0ef73ac967a5': 31 (0.0%) + '8a81702e-e0d4-11ee-9c58-665c61d3a022': 16 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 11 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 11 (0.0%) + 'f1afcc10-79c6-11ef-bc5f-b6fe0eb5733c': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 5,266,079/39,637,989 (13.3%) +Types: dict:4,558,274, NoneType:707,805 +Null/Empty: null:707,805, empty_obj:7 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 4,780,882/39,637,989 (12.1%) +Types: dict:4,167,239, NoneType:613,643 +Null/Empty: null:613,643 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 4,780,882/39,637,989 (12.1%) +Types: bool:4,780,882 +Booleans: true:4,780,882 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,424,804/39,637,989 (3.6%) +Types: str:1,424,804 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1j0m1h5': 20 (0.0%) + 't3_1izqyor': 12 (0.0%) + 't3_1j0mk3v': 11 (0.0%) + 't3_1j0m69p': 10 (0.0%) + 't3_1izqzhm': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,424,804/39,637,989 (3.6%) +Types: list:1,424,804 +Null/Empty: empty_arr:186 + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 202,853/39,637,989 (0.5%) +Types: NoneType:202,853 +Null/Empty: null:202,853 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 202,853/39,637,989 (0.5%) +Types: NoneType:202,853 +Null/Empty: null:202,853 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 202,853/39,637,989 (0.5%) +Types: NoneType:198,479, str:4,374 +Null/Empty: null:198,479 +String length avg: 67.0 +Unique strings tracked: 697 +Top 5 string values: + '[Click here](https://contrave.com/contrave-pi/?utm...': 182 (4.2%) + 'See More Dad Tips': 159 (3.6%) + '[1] Omvoh. [Prescribing Information](https://uspl....': 128 (2.9%) + 'The Volvo XC60': 84 (1.9%) + 'Click [here](https://www.bausch.com/globalassets/p...': 81 (1.9%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 202,853/39,637,989 (0.5%) +Types: NoneType:202,853 +Null/Empty: null:202,853 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 202,853/39,637,989 (0.5%) +Types: NoneType:202,853 +Null/Empty: null:202,853 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 202,853/39,637,989 (0.5%) +Types: NoneType:202,853 +Null/Empty: null:202,853 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 202,853/39,637,989 (0.5%) +Types: NoneType:202,853 +Null/Empty: null:202,853 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 202,853/39,637,989 (0.5%) +Types: str:202,820, NoneType:33 +Null/Empty: null:33 +String length avg: 11.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_nymvravcc': 1,024 (0.5%) + 't2_jyms1ejh': 772 (0.4%) + 't2_tnjwypik': 455 (0.2%) + 't2_1kuo86x1': 177 (0.1%) + 't2_n0ptitrg': 151 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 202,853/39,637,989 (0.5%) +Types: NoneType:202,853 +Null/Empty: null:202,853 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 202,853/39,637,989 (0.5%) +Types: str:158,763, NoneType:44,090 +Null/Empty: null:44,090 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.sanchez-byrd.com/shorturl': 1,026 (0.6%) + 'httpstat.us': 338 (0.2%) + 'store.steampowered.com': 175 (0.1%) + 'apps.apple.com': 167 (0.1%) + 'vikingqa.io': 150 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 202,853/39,637,989 (0.5%) +Types: NoneType:202,851, str:2 +Null/Empty: null:202,851 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 202,853/39,637,989 (0.5%) +Types: NoneType:202,851, str:2 +Null/Empty: null:202,851 +String length avg: 105.0 +Unique strings tracked: 1 +String values distribution: + 'https://www.lwb.org.au/disability/vacancy-search/?...': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 202,853/39,637,989 (0.5%) +Types: list:202,853 +Null/Empty: empty_arr:202,853 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 202,853/39,637,989 (0.5%) +Types: list:202,853 +Null/Empty: empty_arr:202,853 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 202,853/39,637,989 (0.5%) +Types: str:202,853 +String length avg: 101.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.sanchez-byrd.com/foo/bar/long/url': 495 (0.2%) + 'https://vikingqa.io/?utm_source=reddit&utm_campaig...': 150 (0.1%) + 'https://reddit.com': 133 (0.1%) + 'https://httpstat.us/200': 74 (0.0%) + 'https://www.kickstarter.com/projects/elderbrain/sc...': 46 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 202,853/39,637,989 (0.5%) +Types: NoneType:202,853 +Null/Empty: null:202,853 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 202,853/39,637,989 (0.5%) +Types: NoneType:202,853 +Null/Empty: null:202,853 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 202,853/39,637,989 (0.5%) +Types: bool:202,853 +Booleans: true:0 (0.0%), false:202,853 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 202,853/39,637,989 (0.5%) +Types: bool:202,853 +Booleans: true:0 (0.0%), false:202,853 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 202,853/39,637,989 (0.5%) +Types: str:202,853 +Null/Empty: empty_str:86,741 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/lGPodvphXVy6...': 256 (0.2%) + 'https://reddit-image.s3.amazonaws.com/3-xBJVG0KQ3g...': 76 (0.1%) + 'https://reddit-image.s3.amazonaws.com/oQd_XBvKDQoj...': 58 (0.0%) + 'https://reddit-image.s3.amazonaws.com/7oopxxxlWOm7...': 58 (0.0%) + 'https://reddit-image.s3.amazonaws.com/B5G4YOGadSDb...': 57 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 202,853/39,637,989 (0.5%) +Types: NoneType:202,853 +Null/Empty: null:202,853 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 202,853/39,637,989 (0.5%) +Types: dict:202,853 +Null/Empty: empty_obj:202,853 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 202,853/39,637,989 (0.5%) +Types: NoneType:202,853 +Null/Empty: null:202,853 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 202,853/39,637,989 (0.5%) +Types: list:202,853 +Null/Empty: empty_arr:202,853 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 202,853/39,637,989 (0.5%) +Types: NoneType:202,832, str:21 +Null/Empty: null:202,832 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 21 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 202,853/39,637,989 (0.5%) +Types: bool:202,853 +Booleans: true:0 (0.0%), false:202,853 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 202,853/39,637,989 (0.5%) +Types: NoneType:202,853 +Null/Empty: null:202,853 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 202,853/39,637,989 (0.5%) +Types: NoneType:202,853 +Null/Empty: null:202,853 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 202,853/39,637,989 (0.5%) +Types: NoneType:202,853 +Null/Empty: null:202,853 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 202,853/39,637,989 (0.5%) +Types: bool:202,853 +Booleans: true:202,853 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 202,853/39,637,989 (0.5%) +Types: NoneType:202,853 +Null/Empty: null:202,853 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 202,853/39,637,989 (0.5%) +Types: list:202,853 +Null/Empty: empty_arr:202,853 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 202,853/39,637,989 (0.5%) +Types: NoneType:202,853 +Null/Empty: null:202,853 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 202,853/39,637,989 (0.5%) +Types: NoneType:202,853 +Null/Empty: null:202,853 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 165,560/39,637,989 (0.4%) +Types: str:165,560 +String length avg: 8.8 +Unique strings tracked: 23 +Top 5 string values: + 'Learn More': 54,034 (32.6%) + 'Shop Now': 35,411 (21.4%) + 'Download': 26,478 (16.0%) + 'Sign Up': 11,945 (7.2%) + 'Install': 7,463 (4.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 106,873/39,637,989 (0.3%) +Types: bool:106,873 +Booleans: true:106,873 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 57,476/39,637,989 (0.1%) +Types: dict:51,607, NoneType:5,869 +Null/Empty: null:5,869 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 5,398/39,637,989 (0.0%) +Types: str:5,398 +String length avg: 6.5 +Unique strings tracked: 127 +Top 5 string values: + '$16.50': 2,580 (47.8%) + '$100.00': 1,725 (32.0%) + '$199.00': 94 (1.7%) + '$24.90': 88 (1.6%) + '$74.50': 65 (1.2%) + +================================================================================ + +================================================================================ +FILE: RS_2025-04.jsonl +Analysis Time: 2026-01-16 09:56:16 +================================================================================ +Processed lines: 38,776,405 +Total unique fields: 156 +Max unique values tracked per field: 1,000 +Sample size: 38,776,405 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 38,776,405/38,776,405 (100.0%) +Types: list:38,776,405 +Null/Empty: empty_arr:38,776,405 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:16 (0.0%), false:38,776,389 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:38,776,405 +Null/Empty: null:38,776,405 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:38,776,405 +Null/Empty: null:38,776,405 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:0 (0.0%), false:38,776,405 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 38,776,405/38,776,405 (100.0%) +Types: str:38,776,405 +String length avg: 13.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'woodshores': 16 (0.0%) + 'Lazy_Bug_7452': 15 (0.0%) + 'AcademicAd8273': 10 (0.0%) + 'collocation-game': 9 (0.0%) + 'sections-game': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:35,319,258, str:3,457,147 +Null/Empty: null:35,319,258, empty_str:877,716 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 1,577 (0.1%) + '#dadada': 529 (0.0%) + '#ea0027': 271 (0.0%) + '#ff66ac': 238 (0.0%) + '#edeff1': 237 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:37,703,797, str:1,072,608 +Null/Empty: null:37,703,797, empty_str:71,285 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'green': 113 (0.0%) + 'default': 94 (0.0%) + 'vs': 72 (0.0%) + 'verified': 69 (0.0%) + 'team-harmony': 51 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:35,913,468, str:2,862,937 +Null/Empty: null:35,913,468 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6dde4c66-7924-11ee-be2a-46124de7bb46': 28 (0.0%) + '14cf617e-3d38-11ed-b18c-76c17742cc0a': 16 (0.0%) + '9811a942-f7ec-11e8-ba86-0e2871aefb54': 14 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 11 (0.0%) + '4d48f1aa-6c35-11e9-81f1-0acf30770a48': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:35,411,479, str:3,364,926 +Null/Empty: null:35,411,479, empty_str:102,460 +String length avg: 17.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified Seller': 25 (0.0%) + '∘': 22 (0.0%) + 'Verified': 20 (0.0%) + 'Unverified': 8 (0.0%) + 'FC: Trainer name: ': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:34,963,480, str:3,812,925 +Null/Empty: null:34,963,480, empty_str:11,878 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'dark': 2,765,702 (72.8%) + 'light': 1,035,345 (27.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:0 (0.0%), false:38,776,405 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 38,776,405/38,776,405 (100.0%) +Types: list:38,776,405 +Null/Empty: empty_arr:38,776,405 + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:38,776,405 +Null/Empty: null:38,776,405 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:38,776,405 +Null/Empty: null:38,776,405 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:0 (0.0%), false:38,776,405 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:0 (0.0%), false:38,776,405 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:38,775,699, str:706 +Null/Empty: null:38,775,699 +String length avg: 14.0 +Unique strings tracked: 3 +String values distribution: + 'diy_and_crafts': 695 (98.4%) + 'entertainment': 10 (1.4%) + 'memes': 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:0 (0.0%), false:38,776,405 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:38,618,423, list:157,982 +Null/Empty: null:38,618,423 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:15,591 (0.0%), false:38,760,814 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 38,776,405/38,776,405 (100.0%) +Types: int:38,776,405 +Numeric values: 38,776,405 total +Numeric range: min:1,743,465,600, max:1,746,057,599, avg:1744763033.0 +Numeric std dev: 751721.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 38,776,405/38,776,405 (100.0%) +Types: int:38,776,405 +Numeric values: 38,776,405 total +Numeric range: min:1,743,465,600, max:1,746,057,599, avg:1744763033.0 +Numeric std dev: 751721.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:38,776,405 +Null/Empty: null:38,776,405 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:38,709,527, str:66,878 +Null/Empty: null:38,709,527 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 66,772 (99.8%) + 'admin': 106 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 38,776,405/38,776,405 (100.0%) +Types: str:38,776,405 +Null/Empty: empty_str:583,021 +String length avg: 12.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 750 (0.0%) + 'reddit.com': 312 (0.0%) + 'redgifs.com': 73 (0.0%) + 'v.redd.it': 54 (0.0%) + 'youtube.com': 42 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 38,776,405/38,776,405 (100.0%) +Types: int:38,776,405 +Numeric values: 38,776,405 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 38,776,405 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,768,010, int:8,395 +Booleans: true:0 (0.0%), false:38,768,010 (100.0%) +Numeric values: 8,395 total +Numeric range: min:1,743,480,680, max:1,746,061,291, avg:1745148907.2 +Numeric std dev: 544802.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 38,776,405/38,776,405 (100.0%) +Types: int:38,776,405 +Numeric values: 38,776,405 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 38,776,405 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 38,776,405/38,776,405 (100.0%) +Types: dict:38,776,405 +Null/Empty: empty_obj:38,776,405 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:0 (0.0%), false:38,776,405 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:257,685 (0.7%), false:38,518,720 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 38,776,405/38,776,405 (100.0%) +Types: str:38,776,405 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1joi445': 1 (0.0%) + '1joi447': 1 (0.0%) + '1joi448': 1 (0.0%) + '1joi449': 1 (0.0%) + '1joi44b': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:201,196 (0.5%), false:38,575,209 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:31,583,253 (81.4%), false:7,193,152 (18.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:0 (0.0%), false:38,776,405 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:385,686 (1.0%), false:38,390,719 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:13,167,529 (34.0%), false:25,608,876 (66.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:31,818,325 (82.1%), false:6,958,080 (17.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:15,440,352 (39.8%), false:23,336,053 (60.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:1,256,694 (3.2%), false:37,519,711 (96.8%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:38,776,405 +Null/Empty: null:38,776,405 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 38,776,405/38,776,405 (100.0%) +Types: str:38,176,704, NoneType:599,701 +Null/Empty: null:599,701, empty_str:21,760,196 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 437 (0.0%) + '#ea0027': 370 (0.0%) + '#0079d3': 304 (0.0%) + '#46d160': 264 (0.0%) + '#ffd635': 236 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:21,248,798, str:17,527,607 +Null/Empty: null:21,248,798, empty_str:13,885,551 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 211 (0.0%) + 'question': 119 (0.0%) + 'male': 81 (0.0%) + 'T5': 58 (0.0%) + 'blue': 54 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 38,776,405/38,776,405 (100.0%) +Types: list:38,776,405 +Null/Empty: empty_arr:30,764,337 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:20,547,690, str:18,228,715 +Null/Empty: null:20,547,690, empty_str:1,611 +String length avg: 11.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 68 (0.0%) + 'Question': 53 (0.0%) + 'M4F': 19 (0.0%) + 'MALE': 12 (0.0%) + 'male': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 38,776,405/38,776,405 (100.0%) +Types: str:38,218,330, NoneType:558,075 +Null/Empty: null:558,075 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 30,494,554 (79.8%) + 'light': 7,723,776 (20.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 38,776,405/38,776,405 (100.0%) +Types: str:38,776,405 +String length avg: 4.8 +Unique strings tracked: 2 +String values distribution: + 'text': 30,764,337 (79.3%) + 'richtext': 8,012,068 (20.7%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:1,864,741 (4.8%), false:36,911,664 (95.2%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:34,985,392, dict:3,791,013 +Null/Empty: null:34,985,392 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 38,776,405/38,776,405 (100.0%) +Types: dict:38,776,405 +Null/Empty: empty_obj:36,394,668 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:1,550 (0.0%), false:38,774,855 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:38,776,405 +Null/Empty: null:38,776,405 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:38,776,405 +Null/Empty: null:38,776,405 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:38,776,405 +Null/Empty: null:38,776,405 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 38,776,405/38,776,405 (100.0%) +Types: list:38,776,405 +Null/Empty: empty_arr:38,776,405 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 38,776,405/38,776,405 (100.0%) +Types: str:38,776,405 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1joi445': 1 (0.0%) + 't3_1joi447': 1 (0.0%) + 't3_1joi448': 1 (0.0%) + 't3_1joi449': 1 (0.0%) + 't3_1joi44b': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:32,677,826 (84.3%), false:6,098,579 (15.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 38,776,405/38,776,405 (100.0%) +Types: int:38,776,405 +Numeric values: 38,776,405 total +Numeric range: min:0, max:62,280, avg:6.9 +Numeric std dev: 61.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 38,776,405/38,776,405 (100.0%) +Types: int:38,776,405 +Numeric values: 38,776,405 total +Numeric range: min:0, max:192, avg:0.0 +Numeric std dev: 0.3 +Unique numbers tracked: 81 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:38,776,405 +Null/Empty: null:38,776,405 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:15,704,792 (40.5%), false:23,071,613 (59.5%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 38,776,405/38,776,405 (100.0%) +Types: str:38,776,405 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/50501/comments/1joi445/we_need_an_anthem/': 1 (0.0%) + '/r/every15min/comments/1joi447/currently_its_march...': 1 (0.0%) + '/r/BBCauto/comments/1joi448/top_stories_the_papers...': 1 (0.0%) + '/r/LustForSex/comments/1joi449/young_girls_have_th...': 1 (0.0%) + '/r/SourceFound/comments/1joi44b/name/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:0 (0.0%), false:38,776,405 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:21,306,395, int:17,470,010 +Null/Empty: null:21,306,395 +Numeric values: 17,470,010 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 15,289,765 (87.5%) + 7: 2,179,624 (12.5%) + 1: 621 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:1,046 (0.0%), false:38,775,359 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:38,774,243, str:2,162 +Null/Empty: null:38,774,243 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 2,162 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:38,776,405 +Null/Empty: null:38,776,405 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:31,825,937, str:6,950,468 +Null/Empty: null:31,825,937 +String length avg: 8.5 +Unique strings tracked: 8 +String values distribution: + 'reddit': 3,328,586 (47.9%) + 'moderator': 2,246,341 (32.3%) + 'automod_filtered': 998,042 (14.4%) + 'deleted': 372,576 (5.4%) + 'author': 3,277 (0.0%) + 'content_takedown': 1,640 (0.0%) + 'community_ops': 5 (0.0%) + 'copyright_takedown': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:38,776,405 +Null/Empty: null:38,776,405 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 38,776,405/38,776,405 (100.0%) +Types: int:38,776,405 +Numeric values: 38,776,405 total +Numeric range: min:1,743,465,615, max:1,746,478,138, avg:1744763132.1 +Numeric std dev: 751765.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:0 (0.0%), false:38,776,405 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 38,776,405/38,776,405 (100.0%) +Types: int:38,776,405 +Numeric values: 38,776,405 total +Numeric range: min:0, max:269,560, avg:45.1 +Numeric std dev: 567.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:34,985,392, dict:3,791,013 +Null/Empty: null:34,985,392 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 38,776,405/38,776,405 (100.0%) +Types: dict:38,776,405 +Null/Empty: empty_obj:36,394,668 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 38,776,405/38,776,405 (100.0%) +Types: str:38,776,405 +Null/Empty: empty_str:19,983,594 +String length avg: 448.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 170 (0.0%) + '[deleted]': 9 (0.0%) + 'Use this thread to ask anything at all!': 5 (0.0%) + 'Use this thread to promote yourself and/or your wo...': 5 (0.0%) + 'AMA post body': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:37,568,467 (96.9%), false:1,207,938 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:362,437 (0.9%), false:38,413,968 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:90,325 (0.2%), false:38,686,080 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 38,776,405/38,776,405 (100.0%) +Types: str:38,776,405 +String length avg: 12.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'horologicalpost': 16 (0.0%) + 'GaySnapchatShare': 11 (0.0%) + 'ABCWorldNews': 10 (0.0%) + 'collocationgame': 9 (0.0%) + 'GaySnapchatImages': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 38,776,405/38,776,405 (100.0%) +Types: str:38,776,405 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_8hf3f7': 16 (0.0%) + 't5_32ulkj': 11 (0.0%) + 't5_c0d8n3': 10 (0.0%) + 't5_d1zxzq': 9 (0.0%) + 't5_2xdxr': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 38,776,405/38,776,405 (100.0%) +Types: str:38,776,405 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/horologicalpost': 16 (0.0%) + 'r/GaySnapchatShare': 11 (0.0%) + 'r/ABCWorldNews': 10 (0.0%) + 'r/collocationgame': 9 (0.0%) + 'r/GaySnapchatImages': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 38,776,405/38,776,405 (100.0%) +Types: int:38,776,405 +Numeric values: 38,776,405 total +Numeric range: min:-667, max:66,858,875, avg:833952.4 +Numeric std dev: 4346463.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 38,776,405/38,776,405 (100.0%) +Types: str:38,776,405 +String length avg: 6.0 +Unique strings tracked: 3 +String values distribution: + 'public': 36,160,100 (93.3%) + 'user': 1,530,340 (3.9%) + 'restricted': 1,085,965 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:31,542,020, str:7,234,385 +Null/Empty: null:31,542,020 +String length avg: 4.8 +Unique strings tracked: 8 +String values distribution: + 'confidence': 2,023,242 (28.0%) + 'new': 1,883,207 (26.0%) + 'qa': 1,574,596 (21.8%) + 'top': 1,025,549 (14.2%) + 'old': 669,561 (9.3%) + 'live': 25,645 (0.4%) + 'controversial': 24,036 (0.3%) + 'random': 8,549 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 38,776,405/38,776,405 (100.0%) +Types: str:38,776,405 +Null/Empty: empty_str:963 +String length avg: 27.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 1,568 (0.0%) + 'self': 1,235 (0.0%) + 'default': 146 (0.0%) + 'image': 32 (0.0%) + 'spoiler': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 38,776,405/38,776,405 (100.0%) +Types: str:38,776,405 +String length avg: 46.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'You'll never guess how high it bounces! #adhd #bou...': 15 (0.0%) + 'Daily Puzzle 4-1-2025': 9 (0.0%) + 'I get all the milk out.': 4 (0.0%) + '(M4F) Every female Minotaur in the tribe is to be ...': 4 (0.0%) + 'Chat with AI Girlfriends for free': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:38,776,405 +Null/Empty: null:38,776,405 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 38,776,405/38,776,405 (100.0%) +Types: int:38,776,405 +Numeric values: 38,776,405 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 38,776,405 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 38,776,405/38,776,405 (100.0%) +Types: list:38,776,405 +Null/Empty: empty_arr:38,776,405 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 38,776,405/38,776,405 (100.0%) +Types: int:38,776,405 +Numeric values: 38,776,405 total +Numeric range: min:0, max:269,560, avg:45.1 +Numeric std dev: 567.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 38,776,405/38,776,405 (100.0%) +Types: int:23,868,604, float:14,907,801 +Numeric values: 38,776,405 total +Numeric range: min:0, max:1, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 38,776,405/38,776,405 (100.0%) +Types: str:38,776,405 +Null/Empty: empty_str:406,743 +String length avg: 61.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=uRAuvUQQWHk': 15 (0.0%) + 'https://www.upgameshop.com': 4 (0.0%) + 'https://www.redgifs.com/watch/plushcuddlyannelida': 4 (0.0%) + 'https://www.247videogame.com': 4 (0.0%) + 'https://eroticai.chat/': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 38,776,405/38,776,405 (100.0%) +Types: list:38,776,405 +Null/Empty: empty_arr:38,776,405 + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:38,776,405 +Null/Empty: null:38,776,405 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 38,776,405/38,776,405 (100.0%) +Types: bool:38,776,405 +Booleans: true:0 (0.0%), false:38,776,405 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 38,776,405/38,776,405 (100.0%) +Types: NoneType:21,306,395, int:17,470,010 +Null/Empty: null:21,306,395 +Numeric values: 17,470,010 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 15,289,765 (87.5%) + 7: 2,179,624 (12.5%) + 1: 621 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 38,775,442/38,776,405 (100.0%) +Types: int:21,334,964, NoneType:17,440,478 +Null/Empty: null:17,440,478 +Numeric values: 21,334,964 total +Numeric range: min:1, max:140, avg:124.2 +Numeric std dev: 25.6 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 38,775,442/38,776,405 (100.0%) +Types: int:21,334,964, NoneType:17,440,478 +Null/Empty: null:17,440,478 +Numeric values: 21,334,964 total +Numeric range: min:1, max:140, avg:139.9 +Numeric std dev: 2.3 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 38,553,158/38,776,405 (99.4%) +Types: dict:38,553,158 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 38,367,067/38,776,405 (98.9%) +Types: list:38,367,067 +Null/Empty: empty_arr:36,557,614 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 38,367,067/38,776,405 (98.9%) +Types: str:38,367,067 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 36,557,614 (95.3%) + 'richtext': 1,809,453 (4.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 38,367,067/38,776,405 (98.9%) +Types: str:38,367,067 +String length avg: 11.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_1qh1dq6h': 16 (0.0%) + 't2_xix7nh9a8': 15 (0.0%) + 't2_g582r4zk': 10 (0.0%) + 't2_1ef15rnaq2': 9 (0.0%) + 't2_1be6i06blb': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 38,367,067/38,776,405 (98.9%) +Types: bool:38,367,067 +Booleans: true:0 (0.0%), false:38,367,067 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 38,367,067/38,776,405 (98.9%) +Types: bool:38,367,067 +Booleans: true:319,608 (0.8%), false:38,047,459 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 23,336,386/38,776,405 (60.2%) +Types: str:23,336,386 +Null/Empty: empty_str:254,264 +String length avg: 43.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=uRAuvUQQWHk': 15 (0.0%) + 'https://www.redgifs.com/watch/plushcuddlyannelida': 6 (0.0%) + 'https://www.upgameshop.com': 4 (0.0%) + 'https://i.redd.it/pj30m3m664se1.jpeg': 4 (0.0%) + 'https://www.247videogame.com': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 18,334,984/38,776,405 (47.3%) +Types: dict:18,334,984 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 18,105,476/38,776,405 (46.7%) +Types: str:18,105,476 +String length avg: 6.0 +Unique strings tracked: 7 +String values distribution: + 'image': 12,053,493 (66.6%) + 'rich:video': 2,280,081 (12.6%) + 'link': 1,691,839 (9.3%) + 'hosted:video': 1,233,069 (6.8%) + 'self': 766,756 (4.2%) + 'gallery': 80,027 (0.4%) + 'video': 211 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 17,736,452/38,776,405 (45.7%) +Types: str:17,736,452 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 10 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 10 (0.0%) + '61d7d274-68cd-11ed-a8bd-f61c30ebf47a': 7 (0.0%) + 'da7b1188-06fe-11f0-830a-2ebb541f29ef': 6 (0.0%) + '40b4a17c-158c-11ef-90cb-c6203c71cc53': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 5,132,163/38,776,405 (13.2%) +Types: dict:4,451,150, NoneType:681,013 +Null/Empty: null:681,013, empty_obj:9 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 4,739,156/38,776,405 (12.2%) +Types: dict:4,132,829, NoneType:606,327 +Null/Empty: null:606,327 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 4,739,156/38,776,405 (12.2%) +Types: bool:4,739,156 +Booleans: true:4,739,156 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,417,966/38,776,405 (3.7%) +Types: str:1,417,966 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1johyk1': 13 (0.0%) + 't3_1joi6zh': 7 (0.0%) + 't3_1joi6nk': 7 (0.0%) + 't3_1joigcp': 7 (0.0%) + 't3_1joi68s': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,417,966/38,776,405 (3.7%) +Types: list:1,417,966 +Null/Empty: empty_arr:200 + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 201,196/38,776,405 (0.5%) +Types: NoneType:201,196 +Null/Empty: null:201,196 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 201,196/38,776,405 (0.5%) +Types: NoneType:201,196 +Null/Empty: null:201,196 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 201,196/38,776,405 (0.5%) +Types: NoneType:198,050, str:3,146 +Null/Empty: null:198,050 +String length avg: 74.4 +Unique strings tracked: 525 +Top 5 string values: + 'Terms apply*': 401 (12.7%) + 'See the following links for: [Medication Guide](ht...': 89 (2.8%) + 'Prescribing Information: https://ssshare.it/Zo7n': 83 (2.6%) + 'The Volvo EX30': 76 (2.4%) + 'The Volvo XC60': 66 (2.1%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 201,196/38,776,405 (0.5%) +Types: NoneType:201,196 +Null/Empty: null:201,196 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 201,196/38,776,405 (0.5%) +Types: NoneType:201,196 +Null/Empty: null:201,196 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 201,196/38,776,405 (0.5%) +Types: NoneType:201,196 +Null/Empty: null:201,196 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 201,196/38,776,405 (0.5%) +Types: NoneType:201,196 +Null/Empty: null:201,196 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 201,196/38,776,405 (0.5%) +Types: str:201,143, NoneType:53 +Null/Empty: null:53 +String length avg: 11.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_jyms1ejh': 963 (0.5%) + 't2_3hjhmkml': 422 (0.2%) + 't2_nymvravcc': 312 (0.2%) + 't2_4o8easx8': 305 (0.2%) + 't2_j0i56': 260 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 201,196/38,776,405 (0.5%) +Types: NoneType:201,196 +Null/Empty: null:201,196 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 201,196/38,776,405 (0.5%) +Types: str:149,447, NoneType:51,749 +Null/Empty: null:51,749 +String length avg: 15.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'thenorthface.com': 507 (0.3%) + 'https://www.sanchez-byrd.com/shorturl': 496 (0.3%) + 'httpstat.us': 314 (0.2%) + 'volvocars.com': 305 (0.2%) + 'upwork.com': 260 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 201,196/38,776,405 (0.5%) +Types: NoneType:201,157, str:39 +Null/Empty: null:201,157 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 39 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 201,196/38,776,405 (0.5%) +Types: NoneType:201,157, str:39 +Null/Empty: null:201,157 +String length avg: 39.8 +Unique strings tracked: 14 +Top 5 string values: + 'https://phelcom.com/pt-br/': 6 (15.4%) + 'https://www.creamy.com.br/': 5 (12.8%) + 'https://youtu.be/1uGRs-ispRU?t=1745': 4 (10.3%) + 'https://www.contabilizei.com.br/': 4 (10.3%) + 'https://www.youtube.com/watch?v=HuFYqnbVbzY': 4 (10.3%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 201,196/38,776,405 (0.5%) +Types: list:201,196 +Null/Empty: empty_arr:201,196 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 201,196/38,776,405 (0.5%) +Types: list:201,196 +Null/Empty: empty_arr:201,196 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 201,196/38,776,405 (0.5%) +Types: str:201,196 +String length avg: 111.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://careers.microsoft.com/v2/global/en/datacen...': 184 (0.1%) + 'https://www.sanchez-byrd.com/foo/bar/long/url': 150 (0.1%) + 'https://ird.govt.nz/fbt-common-errors?utm_source=r...': 105 (0.1%) + 'https://reddit.com': 102 (0.1%) + 'https://www.softr.io/?utm_source=reddit': 90 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 201,196/38,776,405 (0.5%) +Types: NoneType:201,196 +Null/Empty: null:201,196 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 201,196/38,776,405 (0.5%) +Types: NoneType:201,196 +Null/Empty: null:201,196 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 201,196/38,776,405 (0.5%) +Types: bool:201,196 +Booleans: true:0 (0.0%), false:201,196 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 201,196/38,776,405 (0.5%) +Types: bool:201,196 +Booleans: true:0 (0.0%), false:201,196 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 201,196/38,776,405 (0.5%) +Types: str:201,196 +Null/Empty: empty_str:87,343 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/oQd_XBvKDQoj...': 78 (0.1%) + 'https://reddit-image.s3.amazonaws.com/lGPodvphXVy6...': 61 (0.1%) + 'https://reddit-image.s3.amazonaws.com/B5G4YOGadSDb...': 51 (0.0%) + 'https://reddit-image.s3.amazonaws.com/Zm_Zd3vAOcQs...': 49 (0.0%) + 'https://reddit-image.s3.amazonaws.com/4Yb5jvxl0WFJ...': 49 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 201,196/38,776,405 (0.5%) +Types: NoneType:201,196 +Null/Empty: null:201,196 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 201,196/38,776,405 (0.5%) +Types: dict:201,196 +Null/Empty: empty_obj:201,196 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 201,196/38,776,405 (0.5%) +Types: NoneType:201,196 +Null/Empty: null:201,196 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 201,196/38,776,405 (0.5%) +Types: list:201,196 +Null/Empty: empty_arr:201,196 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 201,196/38,776,405 (0.5%) +Types: NoneType:201,171, str:25 +Null/Empty: null:201,171 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 25 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 201,196/38,776,405 (0.5%) +Types: bool:201,196 +Booleans: true:0 (0.0%), false:201,196 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 201,196/38,776,405 (0.5%) +Types: NoneType:201,196 +Null/Empty: null:201,196 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 201,196/38,776,405 (0.5%) +Types: NoneType:201,196 +Null/Empty: null:201,196 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 201,196/38,776,405 (0.5%) +Types: NoneType:201,196 +Null/Empty: null:201,196 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 201,196/38,776,405 (0.5%) +Types: bool:201,196 +Booleans: true:201,196 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 201,196/38,776,405 (0.5%) +Types: NoneType:201,196 +Null/Empty: null:201,196 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 201,196/38,776,405 (0.5%) +Types: list:201,196 +Null/Empty: empty_arr:201,196 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 201,196/38,776,405 (0.5%) +Types: NoneType:201,196 +Null/Empty: null:201,196 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 201,196/38,776,405 (0.5%) +Types: NoneType:201,196 +Null/Empty: null:201,196 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 162,701/38,776,405 (0.4%) +Types: str:162,701 +String length avg: 8.9 +Unique strings tracked: 23 +Top 5 string values: + 'Learn More': 58,170 (35.8%) + 'Shop Now': 38,126 (23.4%) + 'Sign Up': 16,709 (10.3%) + 'Download': 11,728 (7.2%) + 'Install': 5,806 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 108,840/38,776,405 (0.3%) +Types: bool:108,840 +Booleans: true:108,840 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 42,512/38,776,405 (0.1%) +Types: dict:39,229, NoneType:3,283 +Null/Empty: null:3,283 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 4,827/38,776,405 (0.0%) +Types: str:4,827 +String length avg: 6.3 +Unique strings tracked: 109 +Top 5 string values: + '$16.50': 2,207 (45.7%) + '$100.00': 972 (20.1%) + '$13.25': 779 (16.1%) + '$49.00': 61 (1.3%) + '$35.00': 42 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 1/38,776,405 (0.0%) +Types: bool:1 +Booleans: true:0 (0.0%), false:1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 1/38,776,405 (0.0%) +Types: bool:1 +Booleans: true:0 (0.0%), false:1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 1/38,776,405 (0.0%) +Types: bool:1 +Booleans: true:0 (0.0%), false:1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 1/38,776,405 (0.0%) +Types: bool:1 +Booleans: true:0 (0.0%), false:1 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2025-05.jsonl +Analysis Time: 2026-01-16 11:31:00 +================================================================================ +Processed lines: 40,563,699 +Total unique fields: 152 +Max unique values tracked per field: 1,000 +Sample size: 40,563,699 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 40,563,699/40,563,699 (100.0%) +Types: list:40,563,699 +Null/Empty: empty_arr:40,563,699 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:10 (0.0%), false:40,563,689 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:40,563,699 +Null/Empty: null:40,563,699 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:40,563,699 +Null/Empty: null:40,563,699 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:0 (0.0%), false:40,563,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 40,563,699/40,563,699 (100.0%) +Types: str:40,563,699 +String length avg: 13.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 23 (0.0%) + 'asteroid-app': 10 (0.0%) + 'sections-game': 9 (0.0%) + 'GameProfessional': 9 (0.0%) + 'AcademicAd8273': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:37,093,181, str:3,470,518 +Null/Empty: null:37,093,181, empty_str:808,325 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 1,805 (0.1%) + '#dadada': 621 (0.0%) + '#ea0027': 311 (0.0%) + '#0079d3': 253 (0.0%) + '#373c3f': 247 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:39,526,122, str:1,037,577 +Null/Empty: null:39,526,122, empty_str:43 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 117 (0.0%) + 'vs': 80 (0.0%) + 'team-harmony': 72 (0.0%) + 'green': 66 (0.0%) + 'unv': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:37,561,901, str:3,001,798 +Null/Empty: null:37,561,901 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '14cf617e-3d38-11ed-b18c-76c17742cc0a': 16 (0.0%) + '6dde4c66-7924-11ee-be2a-46124de7bb46': 16 (0.0%) + '64d0d73e-f25d-11ea-90e4-0ea865b7d453': 13 (0.0%) + '4d19c1bc-21a4-11ef-a63c-f6c62ed560e0': 11 (0.0%) + '38fb4ae2-4e59-11e1-912e-12313d18ad57': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:37,159,390, str:3,404,309 +Null/Empty: null:37,159,390, empty_str:43,621 +String length avg: 17.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified Seller': 22 (0.0%) + 'Verified': 21 (0.0%) + 'Unverified': 16 (0.0%) + '∘': 13 (0.0%) + 'Mod Team 🛡️': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:36,725,318, str:3,838,381 +Null/Empty: null:36,725,318, empty_str:8 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'dark': 2,797,412 (72.9%) + 'light': 1,040,961 (27.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:0 (0.0%), false:40,563,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 40,563,699/40,563,699 (100.0%) +Types: list:40,563,699 +Null/Empty: empty_arr:40,563,699 + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:40,563,699 +Null/Empty: null:40,563,699 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:40,563,699 +Null/Empty: null:40,563,699 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:0 (0.0%), false:40,563,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:0 (0.0%), false:40,563,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:40,563,072, str:627 +Null/Empty: null:40,563,072 +String length avg: 14.0 +Unique strings tracked: 2 +String values distribution: + 'diy_and_crafts': 612 (97.6%) + 'entertainment': 15 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:0 (0.0%), false:40,563,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:40,404,374, list:159,325 +Null/Empty: null:40,404,374 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:16,502 (0.0%), false:40,547,197 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 40,563,699/40,563,699 (100.0%) +Types: int:40,563,699 +Numeric values: 40,563,699 total +Numeric range: min:1,746,057,600, max:1,748,735,999, avg:1747406916.1 +Numeric std dev: 773479.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 40,563,699/40,563,699 (100.0%) +Types: int:40,563,699 +Numeric values: 40,563,699 total +Numeric range: min:1,746,057,600, max:1,748,735,999, avg:1747406916.1 +Numeric std dev: 773479.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:40,563,699 +Null/Empty: null:40,563,699 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:40,493,951, str:69,748 +Null/Empty: null:40,493,951 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 69,656 (99.9%) + 'admin': 92 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 40,563,699/40,563,699 (100.0%) +Types: str:40,563,699 +Null/Empty: empty_str:541,288 +String length avg: 13.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 746 (0.0%) + 'reddit.com': 292 (0.0%) + 'redgifs.com': 103 (0.0%) + 'v.redd.it': 42 (0.0%) + 'youtube.com': 34 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 40,563,699/40,563,699 (100.0%) +Types: int:40,563,699 +Numeric values: 40,563,699 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 40,563,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,556,335, int:7,364 +Booleans: true:0 (0.0%), false:40,556,335 (100.0%) +Numeric values: 7,364 total +Numeric range: min:1,746,078,156, max:1,748,741,589, avg:1746363879.7 +Numeric std dev: 402982.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 40,563,699/40,563,699 (100.0%) +Types: int:40,563,699 +Numeric values: 40,563,699 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 40,563,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 40,563,699/40,563,699 (100.0%) +Types: dict:40,563,699 +Null/Empty: empty_obj:40,563,699 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:0 (0.0%), false:40,563,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:235,810 (0.6%), false:40,327,889 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 40,563,699/40,563,699 (100.0%) +Types: str:40,563,699 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1kbv8wx': 1 (0.0%) + '1kbv8wz': 1 (0.0%) + '1kbv8x1': 1 (0.0%) + '1kbv8x2': 1 (0.0%) + '1kbv8x3': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:235,643 (0.6%), false:40,328,056 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:33,019,477 (81.4%), false:7,544,222 (18.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:0 (0.0%), false:40,563,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:404,592 (1.0%), false:40,159,107 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:13,821,816 (34.1%), false:26,741,883 (65.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:33,292,142 (82.1%), false:7,271,557 (17.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:16,004,814 (39.5%), false:24,558,885 (60.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:1,344,673 (3.3%), false:39,219,026 (96.7%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:40,563,699 +Null/Empty: null:40,563,699 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 40,563,699/40,563,699 (100.0%) +Types: str:39,949,220, NoneType:614,479 +Null/Empty: null:614,479, empty_str:22,419,879 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 403 (0.0%) + '#ea0027': 319 (0.0%) + '#0079d3': 298 (0.0%) + '#ffd635': 264 (0.0%) + '#46d160': 198 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:21,882,681, str:18,681,018 +Null/Empty: null:21,882,681, empty_str:14,886,628 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 172 (0.0%) + 'question': 131 (0.0%) + 'T5': 121 (0.0%) + 'male': 70 (0.0%) + 'help': 44 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 40,563,699/40,563,699 (100.0%) +Types: list:40,563,699 +Null/Empty: empty_arr:31,947,209 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:21,132,762, str:19,430,937 +Null/Empty: null:21,132,762, empty_str:2,233 +String length avg: 11.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 84 (0.0%) + 'Question': 50 (0.0%) + 'M4F': 15 (0.0%) + 'F4M': 14 (0.0%) + 'Help': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 40,563,699/40,563,699 (100.0%) +Types: str:39,989,698, NoneType:574,001 +Null/Empty: null:574,001 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 31,551,195 (78.9%) + 'light': 8,438,503 (21.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 40,563,699/40,563,699 (100.0%) +Types: str:40,563,699 +String length avg: 4.8 +Unique strings tracked: 2 +String values distribution: + 'text': 31,947,209 (78.8%) + 'richtext': 8,616,490 (21.2%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:2,024,369 (5.0%), false:38,539,330 (95.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:36,523,448, dict:4,040,251 +Null/Empty: null:36,523,448 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 40,563,699/40,563,699 (100.0%) +Types: dict:40,563,699 +Null/Empty: empty_obj:38,291,154 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:1,301 (0.0%), false:40,562,398 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:40,563,699 +Null/Empty: null:40,563,699 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:40,563,699 +Null/Empty: null:40,563,699 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:40,563,699 +Null/Empty: null:40,563,699 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 40,563,699/40,563,699 (100.0%) +Types: list:40,563,699 +Null/Empty: empty_arr:40,563,699 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 40,563,699/40,563,699 (100.0%) +Types: str:40,563,699 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1kbv8wx': 1 (0.0%) + 't3_1kbv8wz': 1 (0.0%) + 't3_1kbv8x1': 1 (0.0%) + 't3_1kbv8x2': 1 (0.0%) + 't3_1kbv8x3': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:34,194,580 (84.3%), false:6,369,119 (15.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 40,563,699/40,563,699 (100.0%) +Types: int:40,563,699 +Numeric values: 40,563,699 total +Numeric range: min:0, max:47,755, avg:6.9 +Numeric std dev: 56.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 40,563,699/40,563,699 (100.0%) +Types: int:40,563,699 +Numeric values: 40,563,699 total +Numeric range: min:0, max:199, avg:0.0 +Numeric std dev: 0.3 +Unique numbers tracked: 92 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:40,563,699 +Null/Empty: null:40,563,699 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:16,994,999 (41.9%), false:23,568,700 (58.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 40,563,699/40,563,699 (100.0%) +Types: str:40,563,699 +String length avg: 66.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/BlueExorcists/comments/1kbv8wx/heres_way_to_wat...': 1 (0.0%) + '/r/Colombia/comments/1kbv8wz/consulta/': 1 (0.0%) + '/r/MakeNewFriendsHere/comments/1kbv8x1/22m_trying_...': 1 (0.0%) + '/r/JerseyShoreDLFWB/comments/1kbv8x2/im_down_for_m...': 1 (0.0%) + '/r/NorthCarolina/comments/1kbv8x3/north_carolina_c...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:0 (0.0%), false:40,563,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:22,472,699, int:18,091,000 +Null/Empty: null:22,472,699 +Numeric values: 18,091,000 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 15,813,393 (87.4%) + 7: 2,276,970 (12.6%) + 1: 637 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:876 (0.0%), false:40,562,823 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:40,558,528, str:5,171 +Null/Empty: null:40,558,528 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 5,171 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:40,563,699 +Null/Empty: null:40,563,699 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:33,299,945, str:7,263,754 +Null/Empty: null:33,299,945 +String length avg: 8.5 +Unique strings tracked: 7 +String values distribution: + 'reddit': 3,470,791 (47.8%) + 'moderator': 2,395,124 (33.0%) + 'automod_filtered': 1,074,810 (14.8%) + 'deleted': 315,437 (4.3%) + 'content_takedown': 4,534 (0.1%) + 'author': 3,056 (0.0%) + 'copyright_takedown': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:40,563,699 +Null/Empty: null:40,563,699 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 40,563,699/40,563,699 (100.0%) +Types: int:40,563,699 +Numeric values: 40,563,699 total +Numeric range: min:1,746,057,617, max:1,748,865,023, avg:1747407104.9 +Numeric std dev: 773310.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:0 (0.0%), false:40,563,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 40,563,699/40,563,699 (100.0%) +Types: int:40,563,699 +Numeric values: 40,563,699 total +Numeric range: min:0, max:249,594, avg:43.9 +Numeric std dev: 541.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:36,523,448, dict:4,040,251 +Null/Empty: null:36,523,448 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 40,563,699/40,563,699 (100.0%) +Types: dict:40,563,699 +Null/Empty: empty_obj:38,291,154 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 40,563,699/40,563,699 (100.0%) +Types: str:40,563,699 +Null/Empty: empty_str:20,994,484 +String length avg: 444.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 143 (0.0%) + '[deleted]': 11 (0.0%) + 'If you’re new to the community, introduce yourself...': 8 (0.0%) + 'I'm honestly kind of embarrassed about making a po...': 2 (0.0%) + 'i know yall dont know me but my partner is streami...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:39,291,600 (96.9%), false:1,272,099 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:378,684 (0.9%), false:40,185,015 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:94,943 (0.2%), false:40,468,756 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 40,563,699/40,563,699 (100.0%) +Types: str:40,563,699 +String length avg: 12.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '18above_Roleplay': 10 (0.0%) + 'opinionWarsDev': 10 (0.0%) + 'ABCWorldNews': 9 (0.0%) + 'collocationgame': 9 (0.0%) + 'MassiveCock': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 40,563,699/40,563,699 (100.0%) +Types: str:40,563,699 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_bjxa1f': 10 (0.0%) + 't5_cztixg': 10 (0.0%) + 't5_c0d8n3': 9 (0.0%) + 't5_d1zxzq': 9 (0.0%) + 't5_2t2qe': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 40,563,699/40,563,699 (100.0%) +Types: str:40,563,699 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/18above_Roleplay': 10 (0.0%) + 'r/opinionWarsDev': 10 (0.0%) + 'r/ABCWorldNews': 9 (0.0%) + 'r/collocationgame': 9 (0.0%) + 'r/MassiveCock': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 40,563,699/40,563,699 (100.0%) +Types: int:40,563,699 +Numeric values: 40,563,699 total +Numeric range: min:-1, max:66,862,834, avg:829687.8 +Numeric std dev: 4370368.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 40,563,699/40,563,699 (100.0%) +Types: str:40,563,699 +String length avg: 6.0 +Unique strings tracked: 3 +String values distribution: + 'public': 37,820,737 (93.2%) + 'user': 1,585,607 (3.9%) + 'restricted': 1,157,355 (2.9%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:33,025,382, str:7,538,317 +Null/Empty: null:33,025,382 +String length avg: 4.8 +Unique strings tracked: 8 +String values distribution: + 'confidence': 2,096,515 (27.8%) + 'new': 1,936,464 (25.7%) + 'qa': 1,636,124 (21.7%) + 'top': 1,084,784 (14.4%) + 'old': 722,630 (9.6%) + 'controversial': 28,754 (0.4%) + 'live': 25,761 (0.3%) + 'random': 7,285 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 40,563,699/40,563,699 (100.0%) +Types: str:40,563,699 +Null/Empty: empty_str:805 +String length avg: 29.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 1,561 (0.0%) + 'self': 1,217 (0.0%) + 'default': 198 (0.0%) + 'image': 40 (0.0%) + 'spoiler': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 40,563,699/40,563,699 (100.0%) +Types: str:40,563,699 +String length avg: 46.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Daily Puzzle 5-1-2025': 9 (0.0%) + 'Nothing like a bit of leg shaking fun. FREEE 0F N ...': 4 (0.0%) + 'Damn Clean and tested F25 hit me up for sext FacTi...': 3 (0.0%) + '22F dtf,down for any style,good in giving head til...': 3 (0.0%) + 'Nothing like a bit 0f leg shaking fun. FREEE 0F N ...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:40,563,699 +Null/Empty: null:40,563,699 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 40,563,699/40,563,699 (100.0%) +Types: int:40,563,699 +Numeric values: 40,563,699 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 40,563,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 40,563,699/40,563,699 (100.0%) +Types: list:40,563,699 +Null/Empty: empty_arr:40,563,699 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 40,563,699/40,563,699 (100.0%) +Types: int:40,563,699 +Numeric values: 40,563,699 total +Numeric range: min:0, max:249,594, avg:43.9 +Numeric std dev: 541.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 40,563,699/40,563,699 (100.0%) +Types: int:24,866,253, float:15,697,446 +Numeric values: 40,563,699 total +Numeric range: min:0, max:1, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 40,563,699/40,563,699 (100.0%) +Types: str:40,563,699 +Null/Empty: empty_str:351,383 +String length avg: 61.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/fortunatetraumaticba...': 7 (0.0%) + 'https://247videogame.com/': 3 (0.0%) + 'https://www.youtube.com/@247videogame?si=Yppc4cEee...': 3 (0.0%) + 'https://www.instagram.com/accounts/login/?next=htt...': 3 (0.0%) + 'https://www.reddit.com/gallery/1k9nbbs': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 40,563,699/40,563,699 (100.0%) +Types: list:40,563,699 +Null/Empty: empty_arr:40,563,699 + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:40,563,699 +Null/Empty: null:40,563,699 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 40,563,699/40,563,699 (100.0%) +Types: bool:40,563,699 +Booleans: true:0 (0.0%), false:40,563,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 40,563,699/40,563,699 (100.0%) +Types: NoneType:22,472,699, int:18,091,000 +Null/Empty: null:22,472,699 +Numeric values: 18,091,000 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 15,813,393 (87.4%) + 7: 2,276,970 (12.6%) + 1: 637 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 40,562,894/40,563,699 (100.0%) +Types: int:20,688,653, NoneType:19,874,241 +Null/Empty: null:19,874,241 +Numeric values: 20,688,653 total +Numeric range: min:1, max:140, avg:124.5 +Numeric std dev: 25.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 40,562,894/40,563,699 (100.0%) +Types: int:20,688,653, NoneType:19,874,241 +Null/Empty: null:19,874,241 +Numeric values: 20,688,653 total +Numeric range: min:1, max:140, avg:139.9 +Numeric std dev: 2.2 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 40,349,572/40,563,699 (99.5%) +Types: dict:40,349,572 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 40,209,632/40,563,699 (99.1%) +Types: list:40,209,632 +Null/Empty: empty_arr:38,379,245 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 40,209,632/40,563,699 (99.1%) +Types: str:40,209,632 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 38,379,245 (95.4%) + 'richtext': 1,830,387 (4.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 40,209,632/40,563,699 (99.1%) +Types: str:40,209,632 +String length avg: 11.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 23 (0.0%) + 't2_1m0eu0dtzh': 10 (0.0%) + 't2_1be6i06blb': 9 (0.0%) + 't2_gyt6pat': 9 (0.0%) + 't2_g582r4zk': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 40,209,632/40,563,699 (99.1%) +Types: bool:40,209,632 +Booleans: true:0 (0.0%), false:40,209,632 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 40,209,632/40,563,699 (99.1%) +Types: bool:40,209,632 +Booleans: true:337,512 (0.8%), false:39,872,120 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 24,559,646/40,563,699 (60.5%) +Types: str:24,559,646 +Null/Empty: empty_str:215,719 +String length avg: 43.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=id2tbCVwGsQ': 9 (0.0%) + 'https://www.redgifs.com/watch/fortunatetraumaticba...': 7 (0.0%) + 'https://i.redd.it/vdwptvvr92ye1.jpeg': 4 (0.0%) + 'https://youtu.be/YkZqCiOJlR4': 3 (0.0%) + 'https://247videogame.com/': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 20,324,646/40,563,699 (50.1%) +Types: dict:20,324,646 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 19,770,414/40,563,699 (48.7%) +Types: str:19,770,414 +String length avg: 6.0 +Unique strings tracked: 7 +String values distribution: + 'image': 12,664,364 (64.1%) + 'rich:video': 2,192,972 (11.1%) + 'link': 1,642,828 (8.3%) + 'hosted:video': 1,319,389 (6.7%) + 'gallery': 1,255,981 (6.4%) + 'self': 694,732 (3.5%) + 'video': 148 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 18,918,765/40,563,699 (46.6%) +Types: str:18,918,765 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'd897238a-545a-11eb-8db1-0e23163a9deb': 7 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 7 (0.0%) + '9e4637c8-3116-11eb-aa21-0ef73ac967a5': 6 (0.0%) + '61d7d274-68cd-11ed-a8bd-f61c30ebf47a': 6 (0.0%) + '268da18a-ad82-11ee-ad83-f20b0be21272': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 5,438,361/40,563,699 (13.4%) +Types: dict:4,733,914, NoneType:704,447 +Null/Empty: null:704,447, empty_obj:1 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 5,069,338/40,563,699 (12.5%) +Types: dict:4,433,413, NoneType:635,925 +Null/Empty: null:635,925 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 5,069,338/40,563,699 (12.5%) +Types: bool:5,069,338 +Booleans: true:5,069,338 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,473,324/40,563,699 (3.6%) +Types: str:1,473,324 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1kbvchu': 19 (0.0%) + 't3_1kbve5v': 9 (0.0%) + 't3_1kbvrzu': 8 (0.0%) + 't3_1kbv9a3': 5 (0.0%) + 't3_1kbuwv6': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,473,324/40,563,699 (3.6%) +Types: list:1,473,324 +Null/Empty: empty_arr:222 + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 235,643/40,563,699 (0.6%) +Types: NoneType:235,643 +Null/Empty: null:235,643 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 235,643/40,563,699 (0.6%) +Types: NoneType:235,643 +Null/Empty: null:235,643 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 235,643/40,563,699 (0.6%) +Types: NoneType:231,639, str:4,004 +Null/Empty: null:231,639 +String length avg: 61.0 +Unique strings tracked: 506 +Top 5 string values: + 'Terms apply*': 1,262 (31.5%) + '[Click here](https://contrave.com/contrave-pi/?utm...': 91 (2.3%) + 'Click for full [Prescribing Information](https://l...': 90 (2.2%) + 'See the following links for Boxed Warning: [Medica...': 78 (1.9%) + 'Transform your business with people-first AI': 51 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 235,643/40,563,699 (0.6%) +Types: NoneType:235,643 +Null/Empty: null:235,643 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 235,643/40,563,699 (0.6%) +Types: NoneType:235,643 +Null/Empty: null:235,643 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 235,643/40,563,699 (0.6%) +Types: NoneType:235,643 +Null/Empty: null:235,643 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 235,643/40,563,699 (0.6%) +Types: NoneType:235,643 +Null/Empty: null:235,643 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 235,643/40,563,699 (0.6%) +Types: str:235,635, NoneType:8 +Null/Empty: null:8 +String length avg: 11.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_jyms1ejh': 1,747 (0.7%) + 't2_126o2sk2zx': 909 (0.4%) + 't2_nymvravcc': 476 (0.2%) + 't2_1cye7dga9x': 248 (0.1%) + 't2_1ogalkb3ix': 241 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 235,643/40,563,699 (0.6%) +Types: NoneType:235,643 +Null/Empty: null:235,643 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 235,643/40,563,699 (0.6%) +Types: str:165,339, NoneType:70,304 +Null/Empty: null:70,304 +String length avg: 15.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'xero.com': 899 (0.5%) + 'https://www.sanchez-byrd.com/shorturl': 594 (0.4%) + 'three.co.uk': 570 (0.3%) + 'httpstat.us': 431 (0.3%) + 'abc.com': 349 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 235,643/40,563,699 (0.6%) +Types: NoneType:235,628, str:15 +Null/Empty: null:235,628 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 15 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 235,643/40,563,699 (0.6%) +Types: NoneType:235,628, str:15 +Null/Empty: null:235,628 +String length avg: 41.0 +Unique strings tracked: 5 +String values distribution: + 'https://www.youtube.com/watch?v=jfKfPfyJRdk': 10 (66.7%) + 'https://recargapay.com.br/': 2 (13.3%) + 'https://www.youtube.com/watch?v=iz19gmDQNQ4&utm_so...': 1 (6.7%) + 'https://www.twitch.tv/wolfconservationcenter': 1 (6.7%) + 'https://www.mobiauto.com.br/': 1 (6.7%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 235,643/40,563,699 (0.6%) +Types: list:235,643 +Null/Empty: empty_arr:235,643 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 235,643/40,563,699 (0.6%) +Types: list:235,643 +Null/Empty: empty_arr:235,643 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 235,643/40,563,699 (0.6%) +Types: str:235,643 +String length avg: 105.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.sanchez-byrd.com/foo/bar/long/url': 195 (0.1%) + 'https://reddit.com': 167 (0.1%) + 'https://www.verke.co/': 147 (0.1%) + 'https://ad.doubleclick.net/ddm/trackclk/N1246177.1...': 121 (0.1%) + 'https://www.verke.co': 66 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 235,643/40,563,699 (0.6%) +Types: NoneType:235,643 +Null/Empty: null:235,643 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 235,643/40,563,699 (0.6%) +Types: NoneType:235,643 +Null/Empty: null:235,643 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 235,643/40,563,699 (0.6%) +Types: bool:235,643 +Booleans: true:0 (0.0%), false:235,643 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 235,643/40,563,699 (0.6%) +Types: bool:235,643 +Booleans: true:0 (0.0%), false:235,643 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 235,643/40,563,699 (0.6%) +Types: str:235,643 +Null/Empty: empty_str:102,056 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/oQd_XBvKDQoj...': 107 (0.1%) + 'https://reddit-image.s3.amazonaws.com/lGPodvphXVy6...': 80 (0.1%) + 'https://reddit-image.s3.amazonaws.com/B5G4YOGadSDb...': 79 (0.1%) + 'https://reddit-image.s3.amazonaws.com/Zm_Zd3vAOcQs...': 73 (0.1%) + 'https://reddit-image.s3.amazonaws.com/4Yb5jvxl0WFJ...': 72 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 235,643/40,563,699 (0.6%) +Types: NoneType:235,643 +Null/Empty: null:235,643 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 235,643/40,563,699 (0.6%) +Types: dict:235,643 +Null/Empty: empty_obj:235,643 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 235,643/40,563,699 (0.6%) +Types: NoneType:235,643 +Null/Empty: null:235,643 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 235,643/40,563,699 (0.6%) +Types: list:235,643 +Null/Empty: empty_arr:235,643 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 235,643/40,563,699 (0.6%) +Types: NoneType:235,635, str:8 +Null/Empty: null:235,635 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 8 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 235,643/40,563,699 (0.6%) +Types: bool:235,643 +Booleans: true:0 (0.0%), false:235,643 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 235,643/40,563,699 (0.6%) +Types: NoneType:235,643 +Null/Empty: null:235,643 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 235,643/40,563,699 (0.6%) +Types: NoneType:235,643 +Null/Empty: null:235,643 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 235,643/40,563,699 (0.6%) +Types: NoneType:235,643 +Null/Empty: null:235,643 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 235,643/40,563,699 (0.6%) +Types: bool:235,643 +Booleans: true:235,643 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 235,643/40,563,699 (0.6%) +Types: NoneType:235,643 +Null/Empty: null:235,643 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 235,643/40,563,699 (0.6%) +Types: list:235,643 +Null/Empty: empty_arr:235,643 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 235,643/40,563,699 (0.6%) +Types: NoneType:235,643 +Null/Empty: null:235,643 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 235,643/40,563,699 (0.6%) +Types: NoneType:235,643 +Null/Empty: null:235,643 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 191,269/40,563,699 (0.5%) +Types: str:191,269 +String length avg: 8.8 +Unique strings tracked: 23 +Top 5 string values: + 'Learn More': 56,886 (29.7%) + 'Shop Now': 48,132 (25.2%) + 'Download': 23,540 (12.3%) + 'Sign Up': 16,367 (8.6%) + 'Install': 6,858 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 102,392/40,563,699 (0.3%) +Types: bool:102,392 +Booleans: true:102,392 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 43,200/40,563,699 (0.1%) +Types: dict:39,915, NoneType:3,285 +Null/Empty: null:3,285 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 8,407/40,563,699 (0.0%) +Types: str:8,407 +String length avg: 5.7 +Unique strings tracked: 144 +Top 5 string values: + '$0.50': 3,585 (42.6%) + '$16.50': 2,809 (33.4%) + '$100.00': 971 (11.5%) + '$13.25': 266 (3.2%) + '$74.00': 132 (1.6%) + +================================================================================ + +================================================================================ +FILE: RS_2025-06.jsonl +Analysis Time: 2026-01-16 13:05:29 +================================================================================ +Processed lines: 40,417,850 +Total unique fields: 152 +Max unique values tracked per field: 1,000 +Sample size: 40,417,850 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 40,417,850/40,417,850 (100.0%) +Types: list:40,417,850 +Null/Empty: empty_arr:40,417,850 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:4 (0.0%), false:40,417,846 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:40,417,850 +Null/Empty: null:40,417,850 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:40,417,850 +Null/Empty: null:40,417,850 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:0 (0.0%), false:40,417,850 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 40,417,850/40,417,850 (100.0%) +Types: str:40,417,850 +String length avg: 13.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 23 (0.0%) + 'sections-game': 10 (0.0%) + 'asteroid-app': 10 (0.0%) + '[deleted]': 9 (0.0%) + 'AcademicAd8273': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:36,949,746, str:3,468,104 +Null/Empty: null:36,949,746, empty_str:766,751 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 1,872 (0.1%) + '#dadada': 625 (0.0%) + '#ea0027': 330 (0.0%) + '#373c3f': 229 (0.0%) + '#46d160': 221 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:39,365,792, str:1,052,058 +Null/Empty: null:39,365,792, empty_str:27 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 94 (0.0%) + 'vs': 76 (0.0%) + 'team-harmony': 66 (0.0%) + 'green': 61 (0.0%) + 'unv': 56 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:37,404,672, str:3,013,178 +Null/Empty: null:37,404,672 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 18 (0.0%) + '6dde4c66-7924-11ee-be2a-46124de7bb46': 13 (0.0%) + '14cf617e-3d38-11ed-b18c-76c17742cc0a': 10 (0.0%) + 'bfae022e-6ef2-11ea-b1b5-0ecbf149a099': 10 (0.0%) + '64f90a3a-0be3-11ef-97b8-422a512b276f': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:36,962,250, str:3,455,600 +Null/Empty: null:36,962,250, empty_str:43,470 +String length avg: 17.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified': 19 (0.0%) + 'Verified Seller': 16 (0.0%) + 'FC: Trainer name: ': 15 (0.0%) + '∘': 11 (0.0%) + 'Unverified': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:36,594,674, str:3,823,176 +Null/Empty: null:36,594,674, empty_str:5 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'dark': 2,765,259 (72.3%) + 'light': 1,057,912 (27.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:0 (0.0%), false:40,417,850 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 40,417,850/40,417,850 (100.0%) +Types: list:40,417,850 +Null/Empty: empty_arr:40,417,850 + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:40,417,850 +Null/Empty: null:40,417,850 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:40,417,850 +Null/Empty: null:40,417,850 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:0 (0.0%), false:40,417,850 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:0 (0.0%), false:40,417,850 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:40,417,181, str:669 +Null/Empty: null:40,417,181 +String length avg: 14.0 +Unique strings tracked: 2 +String values distribution: + 'diy_and_crafts': 658 (98.4%) + 'entertainment': 11 (1.6%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:0 (0.0%), false:40,417,850 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:40,253,296, list:164,554 +Null/Empty: null:40,253,296 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:28,207 (0.1%), false:40,389,643 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 40,417,850/40,417,850 (100.0%) +Types: int:40,417,850 +Numeric values: 40,417,850 total +Numeric range: min:1,748,736,000, max:1,751,327,999, avg:1750037010.8 +Numeric std dev: 748434.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 40,417,850/40,417,850 (100.0%) +Types: int:40,417,850 +Numeric values: 40,417,850 total +Numeric range: min:1,748,736,000, max:1,751,327,999, avg:1750037010.8 +Numeric std dev: 748434.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:40,417,850 +Null/Empty: null:40,417,850 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:40,351,987, str:65,863 +Null/Empty: null:40,351,987 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 65,741 (99.8%) + 'admin': 122 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 40,417,850/40,417,850 (100.0%) +Types: str:40,417,850 +Null/Empty: empty_str:502,529 +String length avg: 13.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 702 (0.0%) + 'reddit.com': 327 (0.0%) + 'redgifs.com': 63 (0.0%) + 'v.redd.it': 50 (0.0%) + 'youtube.com': 43 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 40,417,850/40,417,850 (100.0%) +Types: int:40,417,850 +Numeric values: 40,417,850 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 40,417,850 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,416,191, int:1,659 +Booleans: true:0 (0.0%), false:40,416,191 (100.0%) +Numeric values: 1,659 total +Numeric range: min:1,748,740,590, max:1,751,435,978, avg:1750126910.8 +Numeric std dev: 694666.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 40,417,850/40,417,850 (100.0%) +Types: int:40,417,850 +Numeric values: 40,417,850 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 40,417,850 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 40,417,850/40,417,850 (100.0%) +Types: dict:40,417,850 +Null/Empty: empty_obj:40,417,850 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:0 (0.0%), false:40,417,850 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:245,579 (0.6%), false:40,172,271 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 40,417,850/40,417,850 (100.0%) +Types: str:40,417,850 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1l0bc9j': 1 (0.0%) + '1l0bc9k': 1 (0.0%) + '1l0bc9n': 1 (0.0%) + '1l0bc9o': 1 (0.0%) + '1l0bc9p': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:229,537 (0.6%), false:40,188,313 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:33,074,353 (81.8%), false:7,343,497 (18.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:0 (0.0%), false:40,417,850 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:375,662 (0.9%), false:40,042,188 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:13,832,124 (34.2%), false:26,585,726 (65.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:33,341,384 (82.5%), false:7,076,466 (17.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:15,840,762 (39.2%), false:24,577,088 (60.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:1,345,830 (3.3%), false:39,072,020 (96.7%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:40,417,850 +Null/Empty: null:40,417,850 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 40,417,850/40,417,850 (100.0%) +Types: str:39,831,076, NoneType:586,774 +Null/Empty: null:586,774, empty_str:22,445,998 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 400 (0.0%) + '#ea0027': 344 (0.0%) + '#0079d3': 313 (0.0%) + '#ffd635': 205 (0.0%) + '#7193ff': 195 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:21,902,988, str:18,514,862 +Null/Empty: null:21,902,988, empty_str:14,655,403 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 190 (0.0%) + 'question': 135 (0.0%) + 'male': 126 (0.0%) + 'blue': 63 (0.0%) + 'help': 56 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 40,417,850/40,417,850 (100.0%) +Types: list:40,417,850 +Null/Empty: empty_arr:31,916,272 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:21,184,272, str:19,233,578 +Null/Empty: null:21,184,272, empty_str:1,517 +String length avg: 11.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 86 (0.0%) + 'Question': 53 (0.0%) + 'M4F': 19 (0.0%) + 'MALE': 14 (0.0%) + 'Other': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 40,417,850/40,417,850 (100.0%) +Types: str:39,879,634, NoneType:538,216 +Null/Empty: null:538,216 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 31,516,592 (79.0%) + 'light': 8,363,042 (21.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 40,417,850/40,417,850 (100.0%) +Types: str:40,417,850 +String length avg: 4.8 +Unique strings tracked: 2 +String values distribution: + 'text': 31,916,272 (79.0%) + 'richtext': 8,501,578 (21.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:1,954,926 (4.8%), false:38,462,924 (95.2%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:36,307,632, dict:4,110,218 +Null/Empty: null:36,307,632 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 40,417,850/40,417,850 (100.0%) +Types: dict:40,417,850 +Null/Empty: empty_obj:39,126,739 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:961 (0.0%), false:40,416,889 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:40,417,850 +Null/Empty: null:40,417,850 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:40,417,850 +Null/Empty: null:40,417,850 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:40,417,850 +Null/Empty: null:40,417,850 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 40,417,850/40,417,850 (100.0%) +Types: list:40,417,850 +Null/Empty: empty_arr:40,417,850 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 40,417,850/40,417,850 (100.0%) +Types: str:40,417,850 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1l0bc9j': 1 (0.0%) + 't3_1l0bc9k': 1 (0.0%) + 't3_1l0bc9n': 1 (0.0%) + 't3_1l0bc9o': 1 (0.0%) + 't3_1l0bc9p': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:34,269,066 (84.8%), false:6,148,784 (15.2%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 40,417,850/40,417,850 (100.0%) +Types: int:40,417,850 +Numeric values: 40,417,850 total +Numeric range: min:0, max:45,191, avg:6.8 +Numeric std dev: 55.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 40,417,850/40,417,850 (100.0%) +Types: int:40,417,850 +Numeric values: 40,417,850 total +Numeric range: min:0, max:274, avg:0.0 +Numeric std dev: 0.3 +Unique numbers tracked: 84 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:40,417,850 +Null/Empty: null:40,417,850 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:17,121,108 (42.4%), false:23,296,742 (57.6%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 40,417,850/40,417,850 (100.0%) +Types: str:40,417,850 +String length avg: 66.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/EDH/comments/1l0bc9j/edgar_markov_deck_help/': 1 (0.0%) + '/r/radioheadcirclejerk/comments/1l0bc9k/rradiohead...': 1 (0.0%) + '/r/legaladvice/comments/1l0bc9n/deceived_and_not_p...': 1 (0.0%) + '/r/Fighters/comments/1l0bc9o/closest_fighting_game...': 1 (0.0%) + '/r/Vancitygw/comments/1l0bc9p/you_can_slide_it_rig...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:0 (0.0%), false:40,417,850 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:22,376,315, int:18,041,535 +Null/Empty: null:22,376,315 +Numeric values: 18,041,535 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 15,791,237 (87.5%) + 7: 2,249,567 (12.5%) + 1: 731 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:834 (0.0%), false:40,417,016 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:40,407,968, str:9,882 +Null/Empty: null:40,407,968 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 9,882 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:40,417,850 +Null/Empty: null:40,417,850 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:33,347,320, str:7,070,530 +Null/Empty: null:33,347,320 +String length avg: 8.5 +Unique strings tracked: 6 +String values distribution: + 'reddit': 3,384,265 (47.9%) + 'moderator': 2,369,053 (33.5%) + 'automod_filtered': 1,051,402 (14.9%) + 'deleted': 253,690 (3.6%) + 'content_takedown': 9,143 (0.1%) + 'author': 2,977 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:40,417,850 +Null/Empty: null:40,417,850 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 40,417,850/40,417,850 (100.0%) +Types: int:40,417,850 +Numeric values: 40,417,850 total +Numeric range: min:1,748,736,018, max:1,751,449,991, avg:1750037098.8 +Numeric std dev: 748415.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:0 (0.0%), false:40,417,850 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 40,417,850/40,417,850 (100.0%) +Types: int:40,417,850 +Numeric values: 40,417,850 total +Numeric range: min:0, max:247,020, avg:44.7 +Numeric std dev: 563.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:36,307,632, dict:4,110,218 +Null/Empty: null:36,307,632 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 40,417,850/40,417,850 (100.0%) +Types: dict:40,417,850 +Null/Empty: empty_obj:39,126,739 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 40,417,850/40,417,850 (100.0%) +Types: str:40,417,850 +Null/Empty: empty_str:20,966,883 +String length avg: 450.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 183 (0.0%) + '[deleted]': 9 (0.0%) + 'If you’re new to the community, introduce yourself...': 6 (0.0%) + 'Use this thread to promote yourself and/or your wo...': 5 (0.0%) + '**document** translates to **document** + +–––––––––...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:39,104,798 (96.8%), false:1,313,052 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:408,899 (1.0%), false:40,008,951 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:94,978 (0.2%), false:40,322,872 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 40,417,850/40,417,850 (100.0%) +Types: str:40,417,850 +String length avg: 12.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 10 (0.0%) + 'opinionWarsDev': 10 (0.0%) + 'ABCWorldNews': 9 (0.0%) + 'collocationgame': 8 (0.0%) + 'DirtySnapchat': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 40,417,850/40,417,850 (100.0%) +Types: str:40,417,850 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 10 (0.0%) + 't5_cztixg': 10 (0.0%) + 't5_c0d8n3': 9 (0.0%) + 't5_d1zxzq': 8 (0.0%) + 't5_2vuxw': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 40,417,850/40,417,850 (100.0%) +Types: str:40,417,850 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/AskReddit': 10 (0.0%) + 'r/opinionWarsDev': 10 (0.0%) + 'r/ABCWorldNews': 9 (0.0%) + 'r/collocationgame': 8 (0.0%) + 'r/DirtySnapchat': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 40,417,850/40,417,850 (100.0%) +Types: int:40,417,850 +Numeric values: 40,417,850 total +Numeric range: min:-47, max:66,829,715, avg:820958.2 +Numeric std dev: 4380597.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 40,417,850/40,417,850 (100.0%) +Types: str:40,417,850 +String length avg: 6.0 +Unique strings tracked: 3 +String values distribution: + 'public': 37,686,157 (93.2%) + 'user': 1,601,317 (4.0%) + 'restricted': 1,130,376 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:32,708,527, str:7,709,323 +Null/Empty: null:32,708,527 +String length avg: 4.8 +Unique strings tracked: 8 +String values distribution: + 'confidence': 2,123,285 (27.5%) + 'new': 1,989,551 (25.8%) + 'qa': 1,650,894 (21.4%) + 'top': 1,029,643 (13.4%) + 'old': 846,684 (11.0%) + 'controversial': 33,567 (0.4%) + 'live': 28,746 (0.4%) + 'random': 6,953 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 40,417,850/40,417,850 (100.0%) +Types: str:40,417,850 +Null/Empty: empty_str:771 +String length avg: 27.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 1,566 (0.0%) + 'self': 1,181 (0.0%) + 'default': 168 (0.0%) + 'spoiler': 36 (0.0%) + 'image': 34 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 40,417,850/40,417,850 (100.0%) +Types: str:40,417,850 +Null/Empty: empty_str:1 +String length avg: 46.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Daily Puzzle 6-1-2025': 8 (0.0%) + 'OC Cute Bunny on Call - Adorable Rabbit Moment | F...': 7 (0.0%) + 'Expand your basic Spanish vocabulary and learn how...': 7 (0.0%) + 'Here's me naked pretending to clean around the hou...': 5 (0.0%) + 'Freaky content available': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:40,417,850 +Null/Empty: null:40,417,850 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 40,417,850/40,417,850 (100.0%) +Types: int:40,417,850 +Numeric values: 40,417,850 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 40,417,850 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 40,417,850/40,417,850 (100.0%) +Types: list:40,417,850 +Null/Empty: empty_arr:40,417,850 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 40,417,850/40,417,850 (100.0%) +Types: int:40,417,850 +Numeric values: 40,417,850 total +Numeric range: min:0, max:247,020, avg:44.7 +Numeric std dev: 563.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 40,417,850/40,417,850 (100.0%) +Types: int:24,894,116, float:15,523,734 +Numeric values: 40,417,850 total +Numeric range: min:0, max:1, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 40,417,850/40,417,850 (100.0%) +Types: str:40,417,850 +Null/Empty: empty_str:288,055 +String length avg: 61.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=0OdmBvRP0D4': 8 (0.0%) + 'https://www.youtube.com/watch?v=vObOl4Iqyik': 7 (0.0%) + 'https://www.redgifs.com/watch/jadedbetterirukandji...': 5 (0.0%) + 'https://www.reddit.com/gallery/1iuhdet': 2 (0.0%) + 'https://v.redd.it/thkuxx5sa74f1': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 40,417,850/40,417,850 (100.0%) +Types: list:40,417,850 +Null/Empty: empty_arr:40,417,850 + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:40,417,850 +Null/Empty: null:40,417,850 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 40,417,850/40,417,850 (100.0%) +Types: bool:40,417,850 +Booleans: true:0 (0.0%), false:40,417,850 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 40,417,850/40,417,850 (100.0%) +Types: NoneType:22,376,315, int:18,041,535 +Null/Empty: null:22,376,315 +Numeric values: 18,041,535 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 15,791,237 (87.5%) + 7: 2,249,567 (12.5%) + 1: 731 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 40,417,079/40,417,850 (100.0%) +Types: NoneType:26,157,705, int:14,259,374 +Null/Empty: null:26,157,705 +Numeric values: 14,259,374 total +Numeric range: min:0, max:140, avg:124.6 +Numeric std dev: 25.4 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 40,417,079/40,417,850 (100.0%) +Types: NoneType:26,157,705, int:14,259,374 +Null/Empty: null:26,157,705 +Numeric values: 14,259,374 total +Numeric range: min:1, max:140, avg:139.9 +Numeric std dev: 2.1 +Unique numbers tracked: 69 + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 40,198,950/40,417,850 (99.5%) +Types: dict:40,198,950 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 40,129,019/40,417,850 (99.3%) +Types: list:40,129,019 +Null/Empty: empty_arr:38,270,892 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 40,129,019/40,417,850 (99.3%) +Types: str:40,129,019 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 38,270,892 (95.4%) + 'richtext': 1,858,127 (4.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 40,129,019/40,417,850 (99.3%) +Types: bool:40,129,019 +Booleans: true:0 (0.0%), false:40,129,019 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 40,129,019/40,417,850 (99.3%) +Types: bool:40,129,019 +Booleans: true:380,447 (0.9%), false:39,748,572 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 40,129,018/40,417,850 (99.3%) +Types: str:40,129,018 +String length avg: 11.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 23 (0.0%) + 't2_1be6i06blb': 10 (0.0%) + 't2_1m0eu0dtzh': 10 (0.0%) + 't2_g582r4zk': 9 (0.0%) + 't2_79vkzv82': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 24,577,522/40,417,850 (60.8%) +Types: str:24,577,522 +Null/Empty: empty_str:179,735 +String length avg: 43.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=0OdmBvRP0D4': 8 (0.0%) + 'https://www.youtube.com/watch?v=vObOl4Iqyik': 7 (0.0%) + 'https://www.redgifs.com/watch/jadedbetterirukandji...': 5 (0.0%) + 'https://youtube.com/watch?v=-atgPD7K4wg&si=843yuli...': 4 (0.0%) + 'https://www.reddit.com/gallery/1iuhdet': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 21,710,209/40,417,850 (53.7%) +Types: dict:21,710,209 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 19,874,825/40,417,850 (49.2%) +Types: str:19,874,825 +String length avg: 6.0 +Unique strings tracked: 7 +String values distribution: + 'image': 12,654,905 (63.7%) + 'gallery': 3,018,206 (15.2%) + 'hosted:video': 1,322,852 (6.7%) + 'link': 1,286,823 (6.5%) + 'rich:video': 1,258,643 (6.3%) + 'self': 333,329 (1.7%) + 'video': 67 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 18,756,562/40,417,850 (46.4%) +Types: str:18,756,562 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 11 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 6 (0.0%) + '98b235d8-ad7c-11ee-9e39-2a17cb6c3ae9': 6 (0.0%) + '2f44955a-158c-11ef-b36f-9e7503825e7d': 5 (0.0%) + '61d7d274-68cd-11ed-a8bd-f61c30ebf47a': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 5,443,384/40,417,850 (13.5%) +Types: dict:4,744,859, NoneType:698,525 +Null/Empty: null:698,525, empty_obj:5 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 4,981,218/40,417,850 (12.3%) +Types: dict:4,378,580, NoneType:602,638 +Null/Empty: null:602,638 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 4,981,218/40,417,850 (12.3%) +Types: bool:4,981,218 +Booleans: true:4,981,218 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 1,528,941/40,417,850 (3.8%) +Types: str:1,528,941 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1l0bqo2': 10 (0.0%) + 't3_1l0bga6': 8 (0.0%) + 't3_1kup7d0': 7 (0.0%) + 't3_1l0bm45': 7 (0.0%) + 't3_1l0bo8o': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 1,528,941/40,417,850 (3.8%) +Types: list:1,528,941 +Null/Empty: empty_arr:201 + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 229,537/40,417,850 (0.6%) +Types: NoneType:229,537 +Null/Empty: null:229,537 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 229,537/40,417,850 (0.6%) +Types: NoneType:229,537 +Null/Empty: null:229,537 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 229,537/40,417,850 (0.6%) +Types: NoneType:225,760, str:3,777 +Null/Empty: null:225,760 +String length avg: 76.4 +Unique strings tracked: 588 +Top 5 string values: + 'Play The Alters Now.': 165 (4.4%) + 'Terms apply*': 118 (3.1%) + 'See the following links for: [Medication Guide](ht...': 94 (2.5%) + 'Simplify Global IT Procurement': 71 (1.9%) + 'Please see link to the Full Prescribing Informatio...': 60 (1.6%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 229,537/40,417,850 (0.6%) +Types: NoneType:229,537 +Null/Empty: null:229,537 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 229,537/40,417,850 (0.6%) +Types: NoneType:229,537 +Null/Empty: null:229,537 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 229,537/40,417,850 (0.6%) +Types: NoneType:229,537 +Null/Empty: null:229,537 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 229,537/40,417,850 (0.6%) +Types: NoneType:229,537 +Null/Empty: null:229,537 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 229,537/40,417,850 (0.6%) +Types: str:229,509, NoneType:28 +Null/Empty: null:28 +String length avg: 11.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_tnjwypik': 1,115 (0.5%) + 't2_jyms1ejh': 979 (0.4%) + 't2_1cye7dga9x': 673 (0.3%) + 't2_1muk7chwy0': 392 (0.2%) + 't2_tnk0sxl7': 168 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 229,537/40,417,850 (0.6%) +Types: NoneType:229,537 +Null/Empty: null:229,537 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 229,537/40,417,850 (0.6%) +Types: str:158,507, NoneType:71,030 +Null/Empty: null:71,030 +String length avg: 15.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'lawpartners.com.au': 392 (0.2%) + 'store.steampowered.com': 306 (0.2%) + '[TEST] 2-1/4" Round Button': 301 (0.2%) + 'https://www.sanchez-byrd.com/shorturl': 300 (0.2%) + 'httpstat.us': 250 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 229,537/40,417,850 (0.6%) +Types: NoneType:229,526, str:11 +Null/Empty: null:229,526 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 11 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 229,537/40,417,850 (0.6%) +Types: NoneType:229,526, str:11 +Null/Empty: null:229,526 +String length avg: 32.0 +Unique strings tracked: 6 +String values distribution: + 'https://www.rewardful.com/': 4 (36.4%) + 'https://www.rewardful.com': 3 (27.3%) + 'https://www.youtube.com/watch?v=ZbsiKjVAV28': 1 (9.1%) + 'https://www.mycousinvlad.com/': 1 (9.1%) + 'https://www.rewardful.com/case-studies/headshotpro': 1 (9.1%) + 'https://www.youtube.com/watch?v=G2-ck8tU_E8&t=1356...': 1 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 229,537/40,417,850 (0.6%) +Types: list:229,537 +Null/Empty: empty_arr:229,537 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 229,537/40,417,850 (0.6%) +Types: list:229,537 +Null/Empty: empty_arr:229,537 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 229,537/40,417,850 (0.6%) +Types: str:229,537 +String length avg: 106.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit.com': 727 (0.3%) + 'https://www.sanchez-byrd.com/foo/bar/long/url': 243 (0.1%) + 'https://sharedread.myshopify.com/products/test-2-1...': 217 (0.1%) + 'https://elementstahoe.com': 79 (0.0%) + 'https://abc.com/abc': 50 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 229,537/40,417,850 (0.6%) +Types: NoneType:229,537 +Null/Empty: null:229,537 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 229,537/40,417,850 (0.6%) +Types: NoneType:229,537 +Null/Empty: null:229,537 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 229,537/40,417,850 (0.6%) +Types: bool:229,537 +Booleans: true:0 (0.0%), false:229,537 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 229,537/40,417,850 (0.6%) +Types: bool:229,537 +Booleans: true:0 (0.0%), false:229,537 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 229,537/40,417,850 (0.6%) +Types: str:229,537 +Null/Empty: empty_str:104,053 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/pZ_qExnIqbnx...': 281 (0.2%) + 'https://reddit-image.s3.amazonaws.com/xHeBlz7UnvBn...': 183 (0.1%) + 'https://reddit-image.s3.amazonaws.com/Zc1iNYH8MKAG...': 183 (0.1%) + 'https://reddit-image.s3.amazonaws.com/lGPodvphXVy6...': 105 (0.1%) + 'https://reddit-image.s3.amazonaws.com/oQd_XBvKDQoj...': 63 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 229,537/40,417,850 (0.6%) +Types: NoneType:229,537 +Null/Empty: null:229,537 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 229,537/40,417,850 (0.6%) +Types: dict:229,537 +Null/Empty: empty_obj:229,537 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 229,537/40,417,850 (0.6%) +Types: NoneType:229,537 +Null/Empty: null:229,537 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 229,537/40,417,850 (0.6%) +Types: list:229,537 +Null/Empty: empty_arr:229,537 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 229,537/40,417,850 (0.6%) +Types: NoneType:229,509, str:28 +Null/Empty: null:229,509 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 28 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 229,537/40,417,850 (0.6%) +Types: bool:229,537 +Booleans: true:0 (0.0%), false:229,537 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 229,537/40,417,850 (0.6%) +Types: NoneType:229,537 +Null/Empty: null:229,537 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 229,537/40,417,850 (0.6%) +Types: NoneType:229,537 +Null/Empty: null:229,537 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 229,537/40,417,850 (0.6%) +Types: NoneType:229,537 +Null/Empty: null:229,537 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 229,537/40,417,850 (0.6%) +Types: bool:229,537 +Booleans: true:229,537 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 229,537/40,417,850 (0.6%) +Types: NoneType:229,537 +Null/Empty: null:229,537 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 229,537/40,417,850 (0.6%) +Types: list:229,537 +Null/Empty: empty_arr:229,537 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 229,537/40,417,850 (0.6%) +Types: NoneType:229,537 +Null/Empty: null:229,537 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 229,537/40,417,850 (0.6%) +Types: NoneType:229,537 +Null/Empty: null:229,537 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 185,616/40,417,850 (0.5%) +Types: str:185,616 +String length avg: 8.8 +Unique strings tracked: 23 +Top 5 string values: + 'Learn More': 58,496 (31.5%) + 'Shop Now': 49,464 (26.6%) + 'Download': 21,204 (11.4%) + 'Sign Up': 14,796 (8.0%) + 'View More': 6,583 (3.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 105,540/40,417,850 (0.3%) +Types: bool:105,540 +Booleans: true:105,540 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 39,803/40,417,850 (0.1%) +Types: dict:36,644, NoneType:3,159 +Null/Empty: null:3,159 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 9,538/40,417,850 (0.0%) +Types: str:9,538 +String length avg: 5.7 +Unique strings tracked: 201 +Top 5 string values: + '$0.50': 4,365 (45.8%) + '$16.50': 2,207 (23.1%) + '$100.00': 903 (9.5%) + '$39.00': 747 (7.8%) + '$49.00': 143 (1.5%) + +================================================================================ + +================================================================================ +FILE: RS_2025-07.jsonl +Analysis Time: 2026-01-16 14:45:03 +================================================================================ +Processed lines: 42,900,690 +Total unique fields: 152 +Max unique values tracked per field: 1,000 +Sample size: 42,900,690 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 42,900,690/42,900,690 (100.0%) +Types: list:42,900,690 +Null/Empty: empty_arr:42,900,690 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:13 (0.0%), false:42,900,677 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:42,900,690 +Null/Empty: null:42,900,690 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:42,900,690 +Null/Empty: null:42,900,690 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:0 (0.0%), false:42,900,690 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 42,900,690/42,900,690 (100.0%) +Types: str:42,900,690 +String length avg: 13.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 19 (0.0%) + 'hearusout-game': 12 (0.0%) + '[deleted]': 10 (0.0%) + 'sections-game': 10 (0.0%) + 'AcademicAd8273': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:39,161,238, str:3,739,452 +Null/Empty: null:39,161,238, empty_str:934,158 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 1,875 (0.1%) + '#dadada': 660 (0.0%) + '#ea0027': 355 (0.0%) + '#d3d6da': 221 (0.0%) + '#ff66ac': 218 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:41,842,249, str:1,058,441 +Null/Empty: null:41,842,249, empty_str:8 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 100 (0.0%) + 'verified': 81 (0.0%) + 'vs': 69 (0.0%) + 'team-harmony': 65 (0.0%) + 'green': 56 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:39,787,577, str:3,113,113 +Null/Empty: null:39,787,577 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6dde4c66-7924-11ee-be2a-46124de7bb46': 20 (0.0%) + '14cf617e-3d38-11ed-b18c-76c17742cc0a': 17 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 14 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 11 (0.0%) + '1114cdee-6c35-11e9-bf6d-0eff0d163f02': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:39,295,699, str:3,604,991 +Null/Empty: null:39,295,699, empty_str:43,696 +String length avg: 17.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified Seller': 26 (0.0%) + 'Verified': 19 (0.0%) + '∘': 18 (0.0%) + 'FC: Trainer name: ': 11 (0.0%) + 'Layperson/not verified as healthcare professional': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:38,800,006, str:4,100,684 +Null/Empty: null:38,800,006, empty_str:1 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'dark': 2,980,721 (72.7%) + 'light': 1,119,962 (27.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:0 (0.0%), false:42,900,690 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 42,900,690/42,900,690 (100.0%) +Types: list:42,900,690 +Null/Empty: empty_arr:42,900,690 + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:42,900,690 +Null/Empty: null:42,900,690 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:42,900,690 +Null/Empty: null:42,900,690 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:0 (0.0%), false:42,900,690 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:0 (0.0%), false:42,900,690 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:42,900,045, str:645 +Null/Empty: null:42,900,045 +String length avg: 14.0 +Unique strings tracked: 2 +String values distribution: + 'diy_and_crafts': 638 (98.9%) + 'entertainment': 7 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:0 (0.0%), false:42,900,690 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:42,736,236, list:164,454 +Null/Empty: null:42,736,236 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:18,479 (0.0%), false:42,882,211 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 42,900,690/42,900,690 (100.0%) +Types: int:42,900,690 +Numeric values: 42,900,690 total +Numeric range: min:1,751,328,000, max:1,754,006,399, avg:1752684665.3 +Numeric std dev: 772324.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 42,900,690/42,900,690 (100.0%) +Types: int:42,900,690 +Numeric values: 42,900,690 total +Numeric range: min:1,751,328,000, max:1,754,006,399, avg:1752684665.3 +Numeric std dev: 772324.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:42,900,690 +Null/Empty: null:42,900,690 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:42,833,399, str:67,291 +Null/Empty: null:42,833,399 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 67,153 (99.8%) + 'admin': 138 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 42,900,690/42,900,690 (100.0%) +Types: str:42,900,690 +Null/Empty: empty_str:881,484 +String length avg: 12.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 717 (0.0%) + 'reddit.com': 319 (0.0%) + 'redgifs.com': 92 (0.0%) + 'v.redd.it': 70 (0.0%) + 'youtube.com': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 42,900,690/42,900,690 (100.0%) +Types: int:42,900,690 +Numeric values: 42,900,690 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 42,900,690 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,890,111, int:10,579 +Booleans: true:0 (0.0%), false:42,890,111 (100.0%) +Numeric values: 10,579 total +Numeric range: min:1,751,328,582, max:1,753,995,956, avg:1752219548.3 +Numeric std dev: 536775.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 42,900,690/42,900,690 (100.0%) +Types: int:42,900,690 +Numeric values: 42,900,690 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 42,900,690 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 42,900,690/42,900,690 (100.0%) +Types: dict:42,900,690 +Null/Empty: empty_obj:42,900,690 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:0 (0.0%), false:42,900,690 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:630,114 (1.5%), false:42,270,576 (98.5%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 42,900,690/42,900,690 (100.0%) +Types: str:42,900,690 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1lonc34': 1 (0.0%) + '1lonc37': 1 (0.0%) + '1lonc38': 1 (0.0%) + '1lonc39': 1 (0.0%) + '1lonc3a': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:236,744 (0.6%), false:42,663,946 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:35,007,958 (81.6%), false:7,892,732 (18.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:0 (0.0%), false:42,900,690 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:329,088 (0.8%), false:42,571,602 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:14,674,943 (34.2%), false:28,225,747 (65.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:35,282,899 (82.2%), false:7,617,791 (17.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:16,597,530 (38.7%), false:26,303,160 (61.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:1,380,404 (3.2%), false:41,520,286 (96.8%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:42,900,690 +Null/Empty: null:42,900,690 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 42,900,690/42,900,690 (100.0%) +Types: str:42,292,752, NoneType:607,938 +Null/Empty: null:607,938, empty_str:24,005,334 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 386 (0.0%) + '#ea0027': 314 (0.0%) + '#0079d3': 289 (0.0%) + '#ffd635': 215 (0.0%) + '#46d160': 212 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:23,396,890, str:19,503,800 +Null/Empty: null:23,396,890, empty_str:15,656,168 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 176 (0.0%) + 'question': 155 (0.0%) + 'male': 92 (0.0%) + 'T5': 71 (0.0%) + 'blue': 55 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 42,900,690/42,900,690 (100.0%) +Types: list:42,900,690 +Null/Empty: empty_arr:34,058,209 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:22,635,508, str:20,265,182 +Null/Empty: null:22,635,508, empty_str:1,684 +String length avg: 11.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 68 (0.0%) + 'Question': 55 (0.0%) + 'M4F': 19 (0.0%) + 'Session': 14 (0.0%) + 'Help': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 42,900,690/42,900,690 (100.0%) +Types: str:42,334,205, NoneType:566,485 +Null/Empty: null:566,485 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 33,608,251 (79.4%) + 'light': 8,725,954 (20.6%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 42,900,690/42,900,690 (100.0%) +Types: str:42,900,690 +String length avg: 4.8 +Unique strings tracked: 2 +String values distribution: + 'text': 34,058,209 (79.4%) + 'richtext': 8,842,481 (20.6%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:2,152,212 (5.0%), false:40,748,478 (95.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:38,603,066, dict:4,297,624 +Null/Empty: null:38,603,066 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 42,900,690/42,900,690 (100.0%) +Types: dict:42,900,690 +Null/Empty: empty_obj:42,070,164 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:906 (0.0%), false:42,899,784 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:42,900,690 +Null/Empty: null:42,900,690 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:42,900,690 +Null/Empty: null:42,900,690 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:42,900,690 +Null/Empty: null:42,900,690 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 42,900,690/42,900,690 (100.0%) +Types: list:42,900,690 +Null/Empty: empty_arr:42,900,690 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 42,900,690/42,900,690 (100.0%) +Types: str:42,900,690 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1lonc34': 1 (0.0%) + 't3_1lonc37': 1 (0.0%) + 't3_1lonc38': 1 (0.0%) + 't3_1lonc39': 1 (0.0%) + 't3_1lonc3a': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:36,113,160 (84.2%), false:6,787,530 (15.8%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 42,900,690/42,900,690 (100.0%) +Types: int:42,900,690 +Numeric values: 42,900,690 total +Numeric range: min:0, max:53,527, avg:6.6 +Numeric std dev: 53.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 42,900,690/42,900,690 (100.0%) +Types: int:42,900,690 +Numeric values: 42,900,690 total +Numeric range: min:0, max:146, avg:0.0 +Numeric std dev: 0.4 +Unique numbers tracked: 83 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:42,900,690 +Null/Empty: null:42,900,690 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:18,438,945 (43.0%), false:24,461,745 (57.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 42,900,690/42,900,690 (100.0%) +Types: str:42,900,690 +String length avg: 66.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/DallasFreakz/comments/1lonc34/32_f_for_father_s...': 1 (0.0%) + '/r/Webkinz/comments/1lonc37/pjs_splendorific_deals...': 1 (0.0%) + '/r/italianmentalhealth/comments/1lonc38/kikker/': 1 (0.0%) + '/r/SNHU/comments/1lonc39/everyone_doing_these_my_t...': 1 (0.0%) + '/r/SophiiaDiamond/comments/1lonc3a/bikini_in_new_i...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:0 (0.0%), false:42,900,690 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:23,358,864, int:19,541,826 +Null/Empty: null:23,358,864 +Numeric values: 19,541,826 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 17,109,738 (87.6%) + 7: 2,431,359 (12.4%) + 1: 729 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:850 (0.0%), false:42,899,840 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:42,891,181, str:9,509 +Null/Empty: null:42,891,181 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 9,509 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:42,900,690 +Null/Empty: null:42,900,690 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:35,288,310, str:7,612,380 +Null/Empty: null:35,288,310 +String length avg: 8.6 +Unique strings tracked: 7 +String values distribution: + 'reddit': 3,556,663 (46.7%) + 'moderator': 2,546,032 (33.4%) + 'automod_filtered': 1,132,722 (14.9%) + 'deleted': 364,533 (4.8%) + 'content_takedown': 9,082 (0.1%) + 'author': 3,347 (0.0%) + 'copyright_takedown': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:42,900,690 +Null/Empty: null:42,900,690 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 42,900,690/42,900,690 (100.0%) +Types: int:42,900,690 +Numeric values: 42,900,690 total +Numeric range: min:1,751,328,019, max:1,754,132,191, avg:1752684770.5 +Numeric std dev: 772274.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:0 (0.0%), false:42,900,690 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 42,900,690/42,900,690 (100.0%) +Types: int:42,900,690 +Numeric values: 42,900,690 total +Numeric range: min:0, max:204,131, avg:42.4 +Numeric std dev: 532.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:38,603,066, dict:4,297,624 +Null/Empty: null:38,603,066 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 42,900,690/42,900,690 (100.0%) +Types: dict:42,900,690 +Null/Empty: empty_obj:42,070,164 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 42,900,690/42,900,690 (100.0%) +Types: str:42,900,690 +Null/Empty: empty_str:22,289,549 +String length avg: 462.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 178 (0.0%) + '[deleted]': 11 (0.0%) + 'Are you searching for an all-in-one platform to ma...': 6 (0.0%) + 'Use this thread to ask anything at all!': 5 (0.0%) + 'So a person from rddbull Australia contacted me b...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:41,647,547 (97.1%), false:1,253,143 (2.9%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:449,004 (1.0%), false:42,451,686 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:103,222 (0.2%), false:42,797,468 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 42,900,690/42,900,690 (100.0%) +Types: str:42,900,690 +String length avg: 12.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ABCWorldNews': 10 (0.0%) + 'eatwithus': 10 (0.0%) + 'opinionWarsDev': 10 (0.0%) + 'Itadaki': 9 (0.0%) + 'collocationgame': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 42,900,690/42,900,690 (100.0%) +Types: str:42,900,690 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_c0d8n3': 10 (0.0%) + 't5_6l28u6': 10 (0.0%) + 't5_cztixg': 10 (0.0%) + 't5_e1p0hj': 9 (0.0%) + 't5_d1zxzq': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 42,900,690/42,900,690 (100.0%) +Types: str:42,900,690 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/ABCWorldNews': 10 (0.0%) + 'r/eatwithus': 10 (0.0%) + 'r/opinionWarsDev': 10 (0.0%) + 'r/Itadaki': 9 (0.0%) + 'r/collocationgame': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 42,900,690/42,900,690 (100.0%) +Types: int:42,900,690 +Numeric values: 42,900,690 total +Numeric range: min:-1, max:66,815,161, avg:814201.6 +Numeric std dev: 4369554.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 42,900,690/42,900,690 (100.0%) +Types: str:42,900,690 +String length avg: 6.0 +Unique strings tracked: 3 +String values distribution: + 'public': 40,045,588 (93.3%) + 'user': 1,668,759 (3.9%) + 'restricted': 1,186,343 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:34,921,316, str:7,979,374 +Null/Empty: null:34,921,316 +String length avg: 4.8 +Unique strings tracked: 8 +String values distribution: + 'confidence': 2,294,906 (28.8%) + 'new': 2,081,850 (26.1%) + 'qa': 1,720,548 (21.6%) + 'top': 1,087,073 (13.6%) + 'old': 725,536 (9.1%) + 'controversial': 34,913 (0.4%) + 'live': 27,869 (0.3%) + 'random': 6,679 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 42,900,690/42,900,690 (100.0%) +Types: str:42,900,690 +Null/Empty: empty_str:768 +String length avg: 19.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 3,163 (0.0%) + 'self': 2,161 (0.0%) + 'default': 1,323 (0.0%) + 'image': 46 (0.0%) + 'spoiler': 37 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 42,900,690/42,900,690 (100.0%) +Types: str:42,900,690 +String length avg: 46.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Daily Puzzle 7-1-2025': 10 (0.0%) + 'Final Results: wadfad': 9 (0.0%) + 'Navel Addict 36: Webcam Belly Button #6': 5 (0.0%) + 'Find the best position in 2 moves': 4 (0.0%) + '[M4F] I accidentally sent this to you and after yo...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:42,900,690 +Null/Empty: null:42,900,690 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 42,900,690/42,900,690 (100.0%) +Types: int:42,900,690 +Numeric values: 42,900,690 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 42,900,690 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 42,900,690/42,900,690 (100.0%) +Types: list:42,900,690 +Null/Empty: empty_arr:42,900,690 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 42,900,690/42,900,690 (100.0%) +Types: int:42,900,690 +Numeric values: 42,900,690 total +Numeric range: min:0, max:204,131, avg:42.4 +Numeric std dev: 532.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 42,900,690/42,900,690 (100.0%) +Types: int:26,507,957, float:16,392,733 +Numeric values: 42,900,690 total +Numeric range: min:0, max:1, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 42,900,690/42,900,690 (100.0%) +Types: str:42,900,690 +Null/Empty: empty_str:401,729 +String length avg: 60.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.reddit.com/gallery/1lonbrp': 3 (0.0%) + 'https://www.reddit.com/gallery/1lon9pn': 3 (0.0%) + 'https://v.redd.it/czqd1jwjk5af1': 3 (0.0%) + 'https://v3.redgifs.com/watch/ovaljuicypekingese': 2 (0.0%) + 'https://www.redgifs.com/ifr/probablestingyalaskanm...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 42,900,690/42,900,690 (100.0%) +Types: list:42,900,690 +Null/Empty: empty_arr:42,900,690 + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:42,900,690 +Null/Empty: null:42,900,690 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 42,900,690/42,900,690 (100.0%) +Types: bool:42,900,690 +Booleans: true:0 (0.0%), false:42,900,690 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 42,900,690/42,900,690 (100.0%) +Types: NoneType:23,358,864, int:19,541,826 +Null/Empty: null:23,358,864 +Numeric values: 19,541,826 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 17,109,738 (87.6%) + 7: 2,431,359 (12.4%) + 1: 729 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 42,899,922/42,900,690 (100.0%) +Types: NoneType:31,343,734, int:11,556,188 +Null/Empty: null:31,343,734 +Numeric values: 11,556,188 total +Numeric range: min:1, max:140, avg:124.7 +Numeric std dev: 25.5 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 42,899,922/42,900,690 (100.0%) +Types: NoneType:31,343,734, int:11,556,188 +Null/Empty: null:31,343,734 +Numeric values: 11,556,188 total +Numeric range: min:1, max:140, avg:139.9 +Numeric std dev: 2.0 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 42,495,359/42,900,690 (99.1%) +Types: list:42,495,359 +Null/Empty: empty_arr:40,600,583 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 42,495,359/42,900,690 (99.1%) +Types: str:42,495,359 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 40,600,583 (95.5%) + 'richtext': 1,894,776 (4.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 42,495,359/42,900,690 (99.1%) +Types: str:42,495,359 +String length avg: 11.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 19 (0.0%) + 't2_1slbysos90': 12 (0.0%) + 't2_1be6i06blb': 10 (0.0%) + 't2_g582r4zk': 10 (0.0%) + 't2_2ghhw8t0': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 42,495,359/42,900,690 (99.1%) +Types: bool:42,495,359 +Booleans: true:0 (0.0%), false:42,495,359 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 42,495,359/42,900,690 (99.1%) +Types: bool:42,495,359 +Booleans: true:344,797 (0.8%), false:42,150,562 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 42,313,717/42,900,690 (98.6%) +Types: dict:42,313,717 + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 26,303,809/42,900,690 (61.3%) +Types: str:26,303,809 +Null/Empty: empty_str:245,805 +String length avg: 43.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.reddit.com/gallery/1lon9pn': 6 (0.0%) + 'https://v.redd.it/czqd1jwjk5af1': 5 (0.0%) + 'https://www.reddit.com/gallery/1lonbrp': 4 (0.0%) + 'https://v3.redgifs.com/watch/ovaljuicypekingese': 3 (0.0%) + 'https://www.redgifs.com/ifr/probablestingyalaskanm...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 19,771,988/42,900,690 (46.1%) +Types: str:19,771,988 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '61d7d274-68cd-11ed-a8bd-f61c30ebf47a': 10 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 8 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 7 (0.0%) + 'ae5742ec-0042-11f0-b879-8ae89ff69706': 6 (0.0%) + '2f44955a-158c-11ef-b36f-9e7503825e7d': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 19,167,650/42,900,690 (44.7%) +Types: dict:19,167,650 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 16,693,663/42,900,690 (38.9%) +Types: str:16,693,663 +String length avg: 5.7 +Unique strings tracked: 7 +String values distribution: + 'image': 13,353,307 (80.0%) + 'hosted:video': 1,357,160 (8.1%) + 'link': 971,462 (5.8%) + 'rich:video': 814,940 (4.9%) + 'self': 192,190 (1.2%) + 'gallery': 4,592 (0.0%) + 'video': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 5,779,570/42,900,690 (13.5%) +Types: dict:5,028,365, NoneType:751,205 +Null/Empty: null:751,205, empty_obj:14 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 5,306,140/42,900,690 (12.4%) +Types: dict:4,647,236, NoneType:658,904 +Null/Empty: null:658,904 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 5,306,140/42,900,690 (12.4%) +Types: bool:5,306,140 +Booleans: true:5,306,140 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 2,253,873/42,900,690 (5.3%) +Types: str:2,253,873 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1lon8ze': 9 (0.0%) + 't3_1lon9pn': 8 (0.0%) + 't3_1lonekc': 7 (0.0%) + 't3_1ln8rix': 6 (0.0%) + 't3_1llwdb9': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 2,253,873/42,900,690 (5.3%) +Types: list:2,253,873 +Null/Empty: empty_arr:321 + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 236,744/42,900,690 (0.6%) +Types: NoneType:236,744 +Null/Empty: null:236,744 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 236,744/42,900,690 (0.6%) +Types: NoneType:236,744 +Null/Empty: null:236,744 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 236,744/42,900,690 (0.6%) +Types: NoneType:231,240, str:5,504 +Null/Empty: null:231,240 +String length avg: 63.5 +Unique strings tracked: 481 +Top 5 string values: + 'This is the supplementary text for the post.': 868 (15.8%) + 'Side-effects include nausea, vomiting, and diarrhe...': 836 (15.2%) + 'Try Xero free for 30 days': 300 (5.5%) + 'Get 90% off your first 6 months.': 280 (5.1%) + 'Let the good times enroll.': 137 (2.5%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 236,744/42,900,690 (0.6%) +Types: NoneType:236,744 +Null/Empty: null:236,744 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 236,744/42,900,690 (0.6%) +Types: NoneType:236,744 +Null/Empty: null:236,744 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 236,744/42,900,690 (0.6%) +Types: NoneType:236,744 +Null/Empty: null:236,744 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 236,744/42,900,690 (0.6%) +Types: NoneType:236,744 +Null/Empty: null:236,744 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 236,744/42,900,690 (0.6%) +Types: str:236,724, NoneType:20 +Null/Empty: null:20 +String length avg: 11.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_jyms1ejh': 943 (0.4%) + 't2_jz2cgrt2': 579 (0.2%) + 't2_tnjwypik': 442 (0.2%) + 't2_1cye7dga9x': 352 (0.1%) + 't2_5ml8iojn': 274 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 236,744/42,900,690 (0.6%) +Types: NoneType:236,744 +Null/Empty: null:236,744 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 236,744/42,900,690 (0.6%) +Types: str:161,796, NoneType:74,948 +Null/Empty: null:74,948 +String length avg: 15.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'google.com': 389 (0.2%) + 'vw.com': 274 (0.2%) + 'httpstat.us': 243 (0.2%) + 'apps.apple.com': 199 (0.1%) + 'https://www.sanchez-byrd.com/shorturl': 198 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 236,744/42,900,690 (0.6%) +Types: NoneType:236,744 +Null/Empty: null:236,744 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 236,744/42,900,690 (0.6%) +Types: NoneType:236,744 +Null/Empty: null:236,744 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 236,744/42,900,690 (0.6%) +Types: list:236,744 +Null/Empty: empty_arr:236,744 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 236,744/42,900,690 (0.6%) +Types: list:236,744 +Null/Empty: empty_arr:236,744 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 236,744/42,900,690 (0.6%) +Types: str:236,744 +String length avg: 99.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit.com': 245 (0.1%) + 'https://google.com': 122 (0.1%) + 'https://www.sanchez-byrd.com/foo/bar/long/url': 90 (0.0%) + 'https://sharedread.myshopify.com/products/test-2-1...': 80 (0.0%) + 'https://abc.com/abc': 38 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 236,744/42,900,690 (0.6%) +Types: NoneType:236,744 +Null/Empty: null:236,744 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 236,744/42,900,690 (0.6%) +Types: NoneType:236,744 +Null/Empty: null:236,744 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 236,744/42,900,690 (0.6%) +Types: bool:236,744 +Booleans: true:0 (0.0%), false:236,744 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 236,744/42,900,690 (0.6%) +Types: bool:236,744 +Booleans: true:0 (0.0%), false:236,744 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 236,744/42,900,690 (0.6%) +Types: str:236,744 +Null/Empty: empty_str:107,373 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/LGAUnnFWQeoK...': 128 (0.1%) + 'https://reddit-image.s3.amazonaws.com/pZ_qExnIqbnx...': 120 (0.1%) + 'https://reddit-image.s3.amazonaws.com/xHeBlz7UnvBn...': 65 (0.1%) + 'https://reddit-image.s3.amazonaws.com/oQd_XBvKDQoj...': 64 (0.0%) + 'https://reddit-image.s3.amazonaws.com/B5G4YOGadSDb...': 52 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 236,744/42,900,690 (0.6%) +Types: NoneType:236,744 +Null/Empty: null:236,744 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 236,744/42,900,690 (0.6%) +Types: dict:236,744 +Null/Empty: empty_obj:236,744 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 236,744/42,900,690 (0.6%) +Types: NoneType:236,744 +Null/Empty: null:236,744 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 236,744/42,900,690 (0.6%) +Types: list:236,744 +Null/Empty: empty_arr:236,744 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 236,744/42,900,690 (0.6%) +Types: NoneType:236,725, str:19 +Null/Empty: null:236,725 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 19 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 236,744/42,900,690 (0.6%) +Types: bool:236,744 +Booleans: true:0 (0.0%), false:236,744 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 236,744/42,900,690 (0.6%) +Types: NoneType:236,744 +Null/Empty: null:236,744 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 236,744/42,900,690 (0.6%) +Types: NoneType:236,744 +Null/Empty: null:236,744 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 236,744/42,900,690 (0.6%) +Types: NoneType:236,744 +Null/Empty: null:236,744 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 236,744/42,900,690 (0.6%) +Types: bool:236,744 +Booleans: true:236,744 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 236,744/42,900,690 (0.6%) +Types: NoneType:236,744 +Null/Empty: null:236,744 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 236,744/42,900,690 (0.6%) +Types: list:236,744 +Null/Empty: empty_arr:236,744 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 236,744/42,900,690 (0.6%) +Types: NoneType:236,744 +Null/Empty: null:236,744 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 236,744/42,900,690 (0.6%) +Types: NoneType:236,744 +Null/Empty: null:236,744 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 185,211/42,900,690 (0.4%) +Types: str:185,211 +String length avg: 8.9 +Unique strings tracked: 24 +Top 5 string values: + 'Learn More': 59,478 (32.1%) + 'Shop Now': 46,613 (25.2%) + 'Download': 21,691 (11.7%) + 'Sign Up': 14,165 (7.6%) + 'View More': 6,752 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 123,974/42,900,690 (0.3%) +Types: bool:123,974 +Booleans: true:123,974 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 42,693/42,900,690 (0.1%) +Types: dict:39,485, NoneType:3,208 +Null/Empty: null:3,208 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 9,651/42,900,690 (0.0%) +Types: str:9,651 +String length avg: 5.8 +Unique strings tracked: 229 +Top 5 string values: + '$0.50': 4,629 (48.0%) + '$16.50': 2,414 (25.0%) + '$100.00': 1,271 (13.2%) + '$19.50': 73 (0.8%) + '$25.00': 52 (0.5%) + +================================================================================ + +================================================================================ +FILE: RS_2025-08.jsonl +Analysis Time: 2026-01-17 06:21:00 +================================================================================ +Processed lines: 44,170,194 +Total unique fields: 152 +Max unique values tracked per field: 1,000 +Sample size: 44,170,194 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 44,170,194/44,170,194 (100.0%) +Types: list:44,170,194 +Null/Empty: empty_arr:44,170,194 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:4 (0.0%), false:44,170,190 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:44,170,194 +Null/Empty: null:44,170,194 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:44,170,194 +Null/Empty: null:44,170,194 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:0 (0.0%), false:44,170,194 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 44,170,194/44,170,194 (100.0%) +Types: str:44,170,194 +String length avg: 13.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 28 (0.0%) + 'Asleep_Cow2573': 11 (0.0%) + 'asteroid-app': 10 (0.0%) + 'sections-game': 9 (0.0%) + 'Joshhhp': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:40,448,978, str:3,721,216 +Null/Empty: null:40,448,978, empty_str:846,017 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 1,642 (0.1%) + '#dadada': 523 (0.0%) + '#ea0027': 276 (0.0%) + '#7193ff': 251 (0.0%) + '#ff66ac': 218 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:43,064,401, str:1,105,793 +Null/Empty: null:43,064,401, empty_str:28 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 88 (0.0%) + 'vs': 87 (0.0%) + 'green': 81 (0.0%) + 'verified': 66 (0.0%) + 'unv': 53 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:41,005,857, str:3,164,337 +Null/Empty: null:41,005,857 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6dde4c66-7924-11ee-be2a-46124de7bb46': 24 (0.0%) + '14cf617e-3d38-11ed-b18c-76c17742cc0a': 13 (0.0%) + '5088324a-4254-11ef-ac86-1a2c75a45951': 8 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 7 (0.0%) + '9811a942-f7ec-11e8-ba86-0e2871aefb54': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:40,514,706, str:3,655,488 +Null/Empty: null:40,514,706, empty_str:43,223 +String length avg: 17.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified': 22 (0.0%) + 'Verified Seller': 21 (0.0%) + '∘': 19 (0.0%) + 'Unverified': 8 (0.0%) + 'UNVERIFIED': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:40,094,856, str:4,075,338 +Null/Empty: null:40,094,856, empty_str:3 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'dark': 2,960,666 (72.6%) + 'light': 1,114,669 (27.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:0 (0.0%), false:44,170,194 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 44,170,194/44,170,194 (100.0%) +Types: list:44,170,194 +Null/Empty: empty_arr:44,170,194 + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:44,170,194 +Null/Empty: null:44,170,194 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:44,170,194 +Null/Empty: null:44,170,194 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:0 (0.0%), false:44,170,194 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:0 (0.0%), false:44,170,194 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:44,169,534, str:660 +Null/Empty: null:44,169,534 +String length avg: 14.0 +Unique strings tracked: 2 +String values distribution: + 'diy_and_crafts': 651 (98.6%) + 'entertainment': 9 (1.4%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:0 (0.0%), false:44,170,194 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:43,999,376, list:170,818 +Null/Empty: null:43,999,376 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:8,300 (0.0%), false:44,161,894 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 44,170,194/44,170,194 (100.0%) +Types: int:44,170,194 +Numeric values: 44,170,194 total +Numeric range: min:1,754,006,400, max:1,756,684,799, avg:1755350300.8 +Numeric std dev: 767750.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 44,170,194/44,170,194 (100.0%) +Types: int:44,170,194 +Numeric values: 44,170,194 total +Numeric range: min:1,754,006,400, max:1,756,684,799, avg:1755350300.8 +Numeric std dev: 767750.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:44,170,194 +Null/Empty: null:44,170,194 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:44,106,152, str:64,042 +Null/Empty: null:44,106,152 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 63,910 (99.8%) + 'admin': 132 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 44,170,194/44,170,194 (100.0%) +Types: str:44,170,194 +Null/Empty: empty_str:939,290 +String length avg: 12.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 792 (0.0%) + 'reddit.com': 345 (0.0%) + 'redgifs.com': 126 (0.0%) + 'v.redd.it': 69 (0.0%) + 'youtube.com': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 44,170,194/44,170,194 (100.0%) +Types: int:44,170,194 +Numeric values: 44,170,194 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 44,170,194 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,166,644, int:3,550 +Booleans: true:0 (0.0%), false:44,166,644 (100.0%) +Numeric values: 3,550 total +Numeric range: min:1,754,032,198, max:1,756,681,783, avg:1755205574.7 +Numeric std dev: 478072.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 44,170,194/44,170,194 (100.0%) +Types: int:44,170,194 +Numeric values: 44,170,194 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 44,170,194 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 44,170,194/44,170,194 (100.0%) +Types: dict:44,170,194 +Null/Empty: empty_obj:44,170,194 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:0 (0.0%), false:44,170,194 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:271,782 (0.6%), false:43,898,412 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 44,170,194/44,170,194 (100.0%) +Types: str:44,170,194 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1mehm3c': 1 (0.0%) + '1mehm3d': 1 (0.0%) + '1mehm3g': 1 (0.0%) + '1mehm3h': 1 (0.0%) + '1mehm3i': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:237,111 (0.5%), false:43,933,083 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:36,518,976 (82.7%), false:7,651,218 (17.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:0 (0.0%), false:44,170,194 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:275,246 (0.6%), false:43,894,948 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:15,158,639 (34.3%), false:29,011,555 (65.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:36,793,195 (83.3%), false:7,376,999 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:17,168,179 (38.9%), false:27,002,015 (61.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:1,347,084 (3.0%), false:42,823,110 (97.0%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:44,170,194 +Null/Empty: null:44,170,194 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 44,170,194/44,170,194 (100.0%) +Types: str:43,574,963, NoneType:595,231 +Null/Empty: null:595,231, empty_str:24,301,515 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#ea0027': 359 (0.0%) + '#dadada': 345 (0.0%) + '#0079d3': 259 (0.0%) + '#7193ff': 200 (0.0%) + '#ffd635': 200 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:23,693,035, str:20,477,159 +Null/Empty: null:23,693,035, empty_str:16,484,080 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 191 (0.0%) + 'question': 114 (0.0%) + 'male': 94 (0.0%) + 'help': 62 (0.0%) + 'blue': 45 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 44,170,194/44,170,194 (100.0%) +Types: list:44,170,194 +Null/Empty: empty_arr:34,983,400 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:22,925,050, str:21,245,144 +Null/Empty: null:22,925,050, empty_str:1,971 +String length avg: 11.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 81 (0.0%) + 'Question': 38 (0.0%) + 'M4F': 25 (0.0%) + '[F4M]': 19 (0.0%) + 'MALE': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 44,170,194/44,170,194 (100.0%) +Types: str:43,572,237, NoneType:597,957 +Null/Empty: null:597,957 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 34,150,264 (78.4%) + 'light': 9,421,973 (21.6%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 44,170,194/44,170,194 (100.0%) +Types: str:44,170,194 +String length avg: 4.8 +Unique strings tracked: 2 +String values distribution: + 'text': 34,983,400 (79.2%) + 'richtext': 9,186,794 (20.8%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:2,274,824 (5.2%), false:41,895,370 (94.8%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:39,783,717, dict:4,386,477 +Null/Empty: null:39,783,717 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 44,170,194/44,170,194 (100.0%) +Types: dict:44,170,194 +Null/Empty: empty_obj:43,500,465 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:1,096 (0.0%), false:44,169,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:44,170,194 +Null/Empty: null:44,170,194 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:44,170,194 +Null/Empty: null:44,170,194 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:44,170,194 +Null/Empty: null:44,170,194 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 44,170,194/44,170,194 (100.0%) +Types: list:44,170,194 +Null/Empty: empty_arr:44,170,194 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 44,170,194/44,170,194 (100.0%) +Types: str:44,170,194 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1mehm3c': 1 (0.0%) + 't3_1mehm3d': 1 (0.0%) + 't3_1mehm3g': 1 (0.0%) + 't3_1mehm3h': 1 (0.0%) + 't3_1mehm3i': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:37,644,022 (85.2%), false:6,526,172 (14.8%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 44,170,194/44,170,194 (100.0%) +Types: int:44,170,194 +Numeric values: 44,170,194 total +Numeric range: min:0, max:36,796, avg:6.3 +Numeric std dev: 52.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 44,170,194/44,170,194 (100.0%) +Types: int:44,170,194 +Numeric values: 44,170,194 total +Numeric range: min:0, max:150, avg:0.1 +Numeric std dev: 0.4 +Unique numbers tracked: 88 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:44,170,194 +Null/Empty: null:44,170,194 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:19,245,923 (43.6%), false:24,924,271 (56.4%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 44,170,194/44,170,194 (100.0%) +Types: str:44,170,194 +String length avg: 66.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Gaytreff_Hessen/comments/1mehm3c/m18_werde_bald...': 1 (0.0%) + '/r/18above_Roleplay/comments/1mehm3d/m4f_my_nudes_...': 1 (0.0%) + '/r/every15min/comments/1mehm3g/currently_its_july_...': 1 (0.0%) + '/r/TampaSpun/comments/1mehm3h/can_you_help_me_cumm...': 1 (0.0%) + '/r/aifreeforever/comments/1mehm3i/topic_creator_fr...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:0 (0.0%), false:44,170,194 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:23,826,391, int:20,343,803 +Null/Empty: null:23,826,391 +Numeric values: 20,343,803 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 17,977,492 (88.4%) + 7: 2,365,640 (11.6%) + 1: 671 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:776 (0.0%), false:44,169,418 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:44,161,961, str:8,233 +Null/Empty: null:44,161,961 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 8,233 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:44,170,194 +Null/Empty: null:44,170,194 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:36,798,914, str:7,371,280 +Null/Empty: null:36,798,914 +String length avg: 8.6 +Unique strings tracked: 8 +String values distribution: + 'reddit': 3,453,285 (46.8%) + 'moderator': 2,511,429 (34.1%) + 'automod_filtered': 1,101,988 (14.9%) + 'deleted': 293,349 (4.0%) + 'content_takedown': 7,893 (0.1%) + 'author': 3,264 (0.0%) + 'copyright_takedown': 71 (0.0%) + 'community_ops': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:44,170,194 +Null/Empty: null:44,170,194 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 44,170,194/44,170,194 (100.0%) +Types: int:44,170,194 +Numeric values: 44,170,194 total +Numeric range: min:1,754,006,420, max:1,756,813,659, avg:1755350378.2 +Numeric std dev: 767738.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:0 (0.0%), false:44,170,194 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 44,170,194/44,170,194 (100.0%) +Types: int:44,170,194 +Numeric values: 44,170,194 total +Numeric range: min:0, max:163,108, avg:41.0 +Numeric std dev: 518.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:39,783,717, dict:4,386,477 +Null/Empty: null:39,783,717 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 44,170,194/44,170,194 (100.0%) +Types: dict:44,170,194 +Null/Empty: empty_obj:43,500,465 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 44,170,194/44,170,194 (100.0%) +Types: str:44,170,194 +Null/Empty: empty_str:23,515,329 +String length avg: 459.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 165 (0.0%) + '[deleted]': 9 (0.0%) + '# The classic NES sports title, updated for the 20...': 9 (0.0%) + 'Someone is selling me my dream item for 3k sapphir...': 5 (0.0%) + 'https://joinfambase.com/invite?c=7pkLzqam': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:42,944,130 (97.2%), false:1,226,064 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:448,541 (1.0%), false:43,721,653 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:100,626 (0.2%), false:44,069,568 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 44,170,194/44,170,194 (100.0%) +Types: str:44,170,194 +String length avg: 12.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'opinionWarsDev': 10 (0.0%) + 'DirtySnapchat': 7 (0.0%) + 'HentaiAndRoleplayy': 6 (0.0%) + 'PokemonGoRaids': 6 (0.0%) + 'RepublicadeChileLogs': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 44,170,194/44,170,194 (100.0%) +Types: str:44,170,194 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_cztixg': 10 (0.0%) + 't5_2vuxw': 7 (0.0%) + 't5_3zthc3': 6 (0.0%) + 't5_3m7q3': 6 (0.0%) + 't5_es75n9': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 44,170,194/44,170,194 (100.0%) +Types: str:44,170,194 +String length avg: 14.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/opinionWarsDev': 10 (0.0%) + 'r/DirtySnapchat': 7 (0.0%) + 'r/HentaiAndRoleplayy': 6 (0.0%) + 'r/PokemonGoRaids': 6 (0.0%) + 'r/RepublicadeChileLogs': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 44,170,194/44,170,194 (100.0%) +Types: int:44,170,194 +Numeric values: 44,170,194 total +Numeric range: min:-1, max:66,786,899, avg:770436.2 +Numeric std dev: 4207629.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 44,170,194/44,170,194 (100.0%) +Types: str:44,170,194 +String length avg: 6.0 +Unique strings tracked: 3 +String values distribution: + 'public': 41,342,185 (93.6%) + 'user': 1,671,682 (3.8%) + 'restricted': 1,156,327 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:36,030,876, str:8,139,318 +Null/Empty: null:36,030,876 +String length avg: 4.8 +Unique strings tracked: 8 +String values distribution: + 'confidence': 2,222,900 (27.3%) + 'new': 2,072,048 (25.5%) + 'qa': 1,725,402 (21.2%) + 'top': 1,120,723 (13.8%) + 'old': 924,291 (11.4%) + 'controversial': 41,609 (0.5%) + 'live': 26,254 (0.3%) + 'random': 6,091 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 44,170,194/44,170,194 (100.0%) +Types: str:44,170,194 +Null/Empty: empty_str:719 +String length avg: 18.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 4,126 (0.0%) + 'self': 2,463 (0.0%) + 'default': 1,808 (0.0%) + 'image': 68 (0.0%) + 'spoiler': 56 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 44,170,194/44,170,194 (100.0%) +Types: str:44,170,194 +String length avg: 45.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'u/gabrielknaked approved a comment in r/Republicad...': 5 (0.0%) + 'Ortex Guy here with your 07/31 Closing Bell Ortex ...': 4 (0.0%) + 'Daily Puzzle 8-1-2025': 4 (0.0%) + 'What do you wanna rub first? My long size 13 feet,...': 3 (0.0%) + 'Feeling extra Breedable today :p': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:44,170,194 +Null/Empty: null:44,170,194 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 44,170,194/44,170,194 (100.0%) +Types: int:44,170,194 +Numeric values: 44,170,194 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 44,170,194 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 44,170,194/44,170,194 (100.0%) +Types: list:44,170,194 +Null/Empty: empty_arr:44,170,194 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 44,170,194/44,170,194 (100.0%) +Types: int:44,170,194 +Numeric values: 44,170,194 total +Numeric range: min:0, max:163,108, avg:41.0 +Numeric std dev: 518.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 44,170,194/44,170,194 (100.0%) +Types: int:27,552,688, float:16,617,506 +Numeric values: 44,170,194 total +Numeric range: min:0, max:1, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 44,170,194/44,170,194 (100.0%) +Types: str:44,170,194 +Null/Empty: empty_str:330,918 +String length avg: 60.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.reddit.com/gallery/1mehmd3': 4 (0.0%) + 'https://i.redd.it/pmnarkletagf1.png': 3 (0.0%) + '/r/moraldilemmas/comments/1mehgzx/gf_is_good_bad_a...': 2 (0.0%) + 'https://www.redgifs.com/watch/wanwelloffwalkingsti...': 2 (0.0%) + 'https://i.redgifs.com/i/ringedcluelessinchworm.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 44,170,194/44,170,194 (100.0%) +Types: list:44,170,194 +Null/Empty: empty_arr:44,170,194 + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:44,170,194 +Null/Empty: null:44,170,194 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 44,170,194/44,170,194 (100.0%) +Types: bool:44,170,194 +Booleans: true:0 (0.0%), false:44,170,194 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 44,170,194/44,170,194 (100.0%) +Types: NoneType:23,826,391, int:20,343,803 +Null/Empty: null:23,826,391 +Numeric values: 20,343,803 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 17,977,492 (88.4%) + 7: 2,365,640 (11.6%) + 1: 671 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 44,169,475/44,170,194 (100.0%) +Types: NoneType:33,592,011, int:10,577,464 +Null/Empty: null:33,592,011 +Numeric values: 10,577,464 total +Numeric range: min:1, max:140, avg:124.9 +Numeric std dev: 25.5 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 44,169,475/44,170,194 (100.0%) +Types: NoneType:33,592,011, int:10,577,464 +Null/Empty: null:33,592,011 +Numeric values: 10,577,464 total +Numeric range: min:1, max:140, avg:140.0 +Numeric std dev: 1.8 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 43,938,768/44,170,194 (99.5%) +Types: dict:43,938,768 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 43,837,142/44,170,194 (99.2%) +Types: list:43,837,142 +Null/Empty: empty_arr:41,872,061 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 43,837,142/44,170,194 (99.2%) +Types: str:43,837,142 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 41,872,061 (95.5%) + 'richtext': 1,965,081 (4.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 43,837,142/44,170,194 (99.2%) +Types: str:43,837,142 +String length avg: 11.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 28 (0.0%) + 't2_1ow31ayros': 11 (0.0%) + 't2_1m0eu0dtzh': 10 (0.0%) + 't2_1be6i06blb': 9 (0.0%) + 't2_vgrpajyf': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 43,837,142/44,170,194 (99.2%) +Types: bool:43,837,142 +Booleans: true:0 (0.0%), false:43,837,142 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 43,837,142/44,170,194 (99.2%) +Types: bool:43,837,142 +Booleans: true:355,380 (0.8%), false:43,481,762 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 27,002,648/44,170,194 (61.1%) +Types: str:27,002,648 +Null/Empty: empty_str:204,233 +String length avg: 42.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.redgifs.com/i/ringedcluelessinchworm.jpg': 4 (0.0%) + 'https://i.redd.it/pmnarkletagf1.png': 4 (0.0%) + 'https://www.reddit.com/gallery/1mehmd3': 4 (0.0%) + 'https://www.redgifs.com/watch/wanwelloffwalkingsti...': 3 (0.0%) + 'https://www.cbc.ca/news/world/trump-tariffs-canada...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 20,757,616/44,170,194 (47.0%) +Types: str:20,757,616 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 10 (0.0%) + '61d7d274-68cd-11ed-a8bd-f61c30ebf47a': 9 (0.0%) + 'da7b1188-06fe-11f0-830a-2ebb541f29ef': 9 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 7 (0.0%) + '857543da-edea-11ee-a845-c27ca37d4601': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 19,712,346/44,170,194 (44.6%) +Types: dict:19,712,346 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 16,947,052/44,170,194 (38.4%) +Types: str:16,947,052 +String length avg: 5.7 +Unique strings tracked: 7 +String values distribution: + 'image': 13,884,053 (81.9%) + 'hosted:video': 1,323,624 (7.8%) + 'link': 922,907 (5.4%) + 'rich:video': 661,058 (3.9%) + 'self': 149,651 (0.9%) + 'gallery': 5,732 (0.0%) + 'video': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 5,795,611/44,170,194 (13.1%) +Types: dict:5,071,124, NoneType:724,487 +Null/Empty: null:724,487, empty_obj:3 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 5,315,647/44,170,194 (12.0%) +Types: dict:4,678,650, NoneType:636,997 +Null/Empty: null:636,997 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 5,315,647/44,170,194 (12.0%) +Types: bool:5,315,647 +Booleans: true:5,315,647 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 2,648,070/44,170,194 (6.0%) +Types: str:2,648,070 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1mehqs8': 12 (0.0%) + 't3_1mehrma': 9 (0.0%) + 't3_1i2h72a': 7 (0.0%) + 't3_1mehmyz': 6 (0.0%) + 't3_1meho3l': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 2,648,070/44,170,194 (6.0%) +Types: list:2,648,070 +Null/Empty: empty_arr:399 + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 237,111/44,170,194 (0.5%) +Types: NoneType:237,111 +Null/Empty: null:237,111 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 237,111/44,170,194 (0.5%) +Types: NoneType:237,111 +Null/Empty: null:237,111 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 237,111/44,170,194 (0.5%) +Types: NoneType:226,030, str:11,081 +Null/Empty: null:226,030 +String length avg: 54.8 +Unique strings tracked: 370 +Top 5 string values: + 'Side-effects include nausea, vomiting, and diarrhe...': 7,306 (65.9%) + 'This is the supplementary text for the post.': 1,505 (13.6%) + 'Terms apply*': 200 (1.8%) + '12 new levels, dual-track format, win up to $30,00...': 102 (0.9%) + 'Please see full [Prescribing Information](https://...': 59 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 237,111/44,170,194 (0.5%) +Types: NoneType:237,111 +Null/Empty: null:237,111 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 237,111/44,170,194 (0.5%) +Types: NoneType:237,111 +Null/Empty: null:237,111 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 237,111/44,170,194 (0.5%) +Types: NoneType:237,111 +Null/Empty: null:237,111 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 237,111/44,170,194 (0.5%) +Types: NoneType:237,111 +Null/Empty: null:237,111 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 237,111/44,170,194 (0.5%) +Types: str:237,111 +String length avg: 11.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_jyms1ejh': 658 (0.3%) + 't2_tnjwypik': 444 (0.2%) + 't2_1cye7dga9x': 338 (0.1%) + 't2_1h39w4kez9': 315 (0.1%) + 't2_7221g6bp': 219 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 237,111/44,170,194 (0.5%) +Types: NoneType:237,111 +Null/Empty: null:237,111 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 237,111/44,170,194 (0.5%) +Types: str:166,716, NoneType:70,395 +Null/Empty: null:70,395 +String length avg: 15.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'store.steampowered.com': 264 (0.2%) + '[TEST] 2-1/4" Round Button': 259 (0.2%) + 'google.com': 226 (0.1%) + 'httpstat.us': 212 (0.1%) + 'marvelrivals.com': 202 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 237,111/44,170,194 (0.5%) +Types: NoneType:237,107, str:4 +Null/Empty: null:237,107 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 4 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 237,111/44,170,194 (0.5%) +Types: NoneType:237,107, str:4 +Null/Empty: null:237,107 +String length avg: 54.5 +Unique strings tracked: 4 +String values distribution: + 'https://www.youtube.com/live/Gn5c4RkoYAc?si=qlHY3_...': 1 (25.0%) + 'https://www.youtube.com/live/Gn5c4RkoYAc?t=1743s': 1 (25.0%) + 'https://www.youtube.com/live/Gn5c4RkoYAc?si=pGgXoP...': 1 (25.0%) + 'https://www.youtube.com/watch?v=Gn5c4RkoYAc': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 237,111/44,170,194 (0.5%) +Types: list:237,111 +Null/Empty: empty_arr:237,111 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 237,111/44,170,194 (0.5%) +Types: list:237,111 +Null/Empty: empty_arr:237,111 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 237,111/44,170,194 (0.5%) +Types: str:237,111 +String length avg: 104.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit.com': 233 (0.1%) + 'https://sharedread.myshopify.com/products/test-2-1...': 89 (0.0%) + 'https://www.polestar.com/us/offers/new/?model=Pole...': 64 (0.0%) + 'https://google.com': 60 (0.0%) + 'https://www.polestar.com/us/offers/new/?model=Pole...': 60 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 237,111/44,170,194 (0.5%) +Types: NoneType:237,111 +Null/Empty: null:237,111 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 237,111/44,170,194 (0.5%) +Types: NoneType:237,111 +Null/Empty: null:237,111 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 237,111/44,170,194 (0.5%) +Types: bool:237,111 +Booleans: true:0 (0.0%), false:237,111 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 237,111/44,170,194 (0.5%) +Types: bool:237,111 +Booleans: true:0 (0.0%), false:237,111 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 237,111/44,170,194 (0.5%) +Types: str:237,111 +Null/Empty: empty_str:102,770 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/pZ_qExnIqbnx...': 113 (0.1%) + 'https://reddit-image.s3.amazonaws.com/xHeBlz7UnvBn...': 70 (0.1%) + 'https://reddit-image.s3.amazonaws.com/SIdbMP6GL7VH...': 28 (0.0%) + 'https://reddit-image.s3.amazonaws.com/Zc1iNYH8MKAG...': 28 (0.0%) + 'https://reddit-image.s3.amazonaws.com/7Gxnwh82C1N_...': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 237,111/44,170,194 (0.5%) +Types: NoneType:237,111 +Null/Empty: null:237,111 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 237,111/44,170,194 (0.5%) +Types: dict:237,111 +Null/Empty: empty_obj:237,111 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 237,111/44,170,194 (0.5%) +Types: NoneType:237,111 +Null/Empty: null:237,111 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 237,111/44,170,194 (0.5%) +Types: list:237,111 +Null/Empty: empty_arr:237,111 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 237,111/44,170,194 (0.5%) +Types: NoneType:237,083, str:28 +Null/Empty: null:237,083 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 28 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 237,111/44,170,194 (0.5%) +Types: bool:237,111 +Booleans: true:0 (0.0%), false:237,111 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 237,111/44,170,194 (0.5%) +Types: NoneType:237,111 +Null/Empty: null:237,111 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 237,111/44,170,194 (0.5%) +Types: NoneType:237,111 +Null/Empty: null:237,111 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 237,111/44,170,194 (0.5%) +Types: NoneType:237,111 +Null/Empty: null:237,111 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 237,111/44,170,194 (0.5%) +Types: bool:237,111 +Booleans: true:237,111 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 237,111/44,170,194 (0.5%) +Types: NoneType:237,111 +Null/Empty: null:237,111 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 237,111/44,170,194 (0.5%) +Types: list:237,111 +Null/Empty: empty_arr:237,111 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 237,111/44,170,194 (0.5%) +Types: NoneType:237,111 +Null/Empty: null:237,111 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 237,111/44,170,194 (0.5%) +Types: NoneType:237,111 +Null/Empty: null:237,111 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 191,623/44,170,194 (0.4%) +Types: str:191,623 +String length avg: 8.9 +Unique strings tracked: 24 +Top 5 string values: + 'Learn More': 61,796 (32.2%) + 'Shop Now': 47,408 (24.7%) + 'Download': 22,874 (11.9%) + 'Sign Up': 15,112 (7.9%) + 'View More': 6,486 (3.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 123,593/44,170,194 (0.3%) +Types: bool:123,593 +Booleans: true:123,593 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 45,296/44,170,194 (0.1%) +Types: dict:41,785, NoneType:3,511 +Null/Empty: null:3,511 + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 9,403/44,170,194 (0.0%) +Types: str:9,403 +String length avg: 5.7 +Unique strings tracked: 205 +Top 5 string values: + '$0.50': 4,798 (51.0%) + '$16.50': 2,237 (23.8%) + '$100.00': 922 (9.8%) + '$54.99': 99 (1.1%) + '$38.50': 64 (0.7%) + +================================================================================ + +================================================================================ +FILE: RS_2025-09.jsonl +Analysis Time: 2026-01-17 08:06:34 +================================================================================ +Processed lines: 42,368,178 +Total unique fields: 152 +Max unique values tracked per field: 1,000 +Sample size: 42,368,178 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 42,368,178/42,368,178 (100.0%) +Types: list:42,368,178 +Null/Empty: empty_arr:42,368,178 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:4 (0.0%), false:42,368,174 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:42,368,178 +Null/Empty: null:42,368,178 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:42,368,178 +Null/Empty: null:42,368,178 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:0 (0.0%), false:42,368,178 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 42,368,178/42,368,178 (100.0%) +Types: str:42,368,178 +String length avg: 13.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 34 (0.0%) + '[deleted]': 18 (0.0%) + 'asteroid-app': 10 (0.0%) + 'sections-game': 9 (0.0%) + 'ChiefsLittleBunny': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:38,820,635, str:3,547,543 +Null/Empty: null:38,820,635, empty_str:834,189 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 1,675 (0.1%) + '#dadada': 559 (0.0%) + '#ea0027': 256 (0.0%) + '#46d160': 209 (0.0%) + '#ff66ac': 205 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:41,375,817, str:992,361 +Null/Empty: null:41,375,817, empty_str:14 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 112 (0.0%) + 'vs': 74 (0.0%) + 'green': 67 (0.0%) + 'verified': 63 (0.0%) + 'team-harmony': 60 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:39,374,939, str:2,993,239 +Null/Empty: null:39,374,939 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6dde4c66-7924-11ee-be2a-46124de7bb46': 27 (0.0%) + '4d48f1aa-6c35-11e9-81f1-0acf30770a48': 12 (0.0%) + '5118afd4-dbdc-11e9-8e22-0e2f46c733de': 12 (0.0%) + '14cf617e-3d38-11ed-b18c-76c17742cc0a': 12 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:38,920,132, str:3,448,046 +Null/Empty: null:38,920,132, empty_str:40,595 +String length avg: 17.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '∘': 21 (0.0%) + 'Verified': 20 (0.0%) + 'Verified Seller': 18 (0.0%) + ':bronze:': 12 (0.0%) + 'Verified Model': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:38,485,879, str:3,882,299 +Null/Empty: null:38,485,879, empty_str:2 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'dark': 2,837,551 (73.1%) + 'light': 1,044,746 (26.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:0 (0.0%), false:42,368,178 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 42,368,178/42,368,178 (100.0%) +Types: list:42,368,178 +Null/Empty: empty_arr:42,368,178 + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:42,368,178 +Null/Empty: null:42,368,178 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:42,368,178 +Null/Empty: null:42,368,178 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:0 (0.0%), false:42,368,178 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:0 (0.0%), false:42,368,178 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:42,367,574, str:604 +Null/Empty: null:42,367,574 +String length avg: 14.0 +Unique strings tracked: 2 +String values distribution: + 'diy_and_crafts': 597 (98.8%) + 'entertainment': 7 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:0 (0.0%), false:42,368,178 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:42,196,231, list:171,947 +Null/Empty: null:42,196,231 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:8,839 (0.0%), false:42,359,339 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 42,368,178/42,368,178 (100.0%) +Types: int:42,368,178 +Numeric values: 42,368,178 total +Numeric range: min:1,756,684,800, max:1,759,276,799, avg:1757979726.6 +Numeric std dev: 747753.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 42,368,178/42,368,178 (100.0%) +Types: int:42,368,178 +Numeric values: 42,368,178 total +Numeric range: min:1,756,684,800, max:1,759,276,799, avg:1757979726.6 +Numeric std dev: 747753.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:42,368,178 +Null/Empty: null:42,368,178 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:42,305,947, str:62,231 +Null/Empty: null:42,305,947 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 62,044 (99.7%) + 'admin': 187 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 42,368,178/42,368,178 (100.0%) +Types: str:42,368,178 +Null/Empty: empty_str:947,762 +String length avg: 13.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 866 (0.0%) + 'reddit.com': 376 (0.0%) + 'redgifs.com': 126 (0.0%) + 'v.redd.it': 76 (0.0%) + 'youtube.com': 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 42,368,178/42,368,178 (100.0%) +Types: int:42,368,178 +Numeric values: 42,368,178 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 42,368,178 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,360,009, int:8,169 +Booleans: true:0 (0.0%), false:42,360,009 (100.0%) +Numeric values: 8,169 total +Numeric range: min:1,756,690,643, max:1,759,362,489, avg:1758351978.6 +Numeric std dev: 339182.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 42,368,178/42,368,178 (100.0%) +Types: int:42,368,178 +Numeric values: 42,368,178 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 42,368,178 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 42,368,178/42,368,178 (100.0%) +Types: dict:42,368,178 +Null/Empty: empty_obj:42,368,178 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:0 (0.0%), false:42,368,178 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:288,575 (0.7%), false:42,079,603 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 42,368,178/42,368,178 (100.0%) +Types: str:42,368,178 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1n59zi3': 1 (0.0%) + '1n59zi6': 1 (0.0%) + '1n59zi7': 1 (0.0%) + '1n59zi8': 1 (0.0%) + '1n59zi9': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:269,213 (0.6%), false:42,098,965 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:35,091,235 (82.8%), false:7,276,943 (17.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:0 (0.0%), false:42,368,178 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:259,122 (0.6%), false:42,109,056 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:14,248,635 (33.6%), false:28,119,543 (66.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:35,394,442 (83.5%), false:6,973,736 (16.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:16,478,673 (38.9%), false:25,889,505 (61.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:1,296,982 (3.1%), false:41,071,196 (96.9%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:42,368,178 +Null/Empty: null:42,368,178 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 42,368,178/42,368,178 (100.0%) +Types: str:41,801,536, NoneType:566,642 +Null/Empty: null:566,642, empty_str:23,261,731 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 383 (0.0%) + '#ea0027': 380 (0.0%) + '#0079d3': 258 (0.0%) + '#ffd635': 227 (0.0%) + '#7193ff': 179 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:22,717,751, str:19,650,427 +Null/Empty: null:22,717,751, empty_str:16,131,244 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 202 (0.0%) + 'male': 119 (0.0%) + 'question': 112 (0.0%) + 'help': 72 (0.0%) + 'one': 55 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 42,368,178/42,368,178 (100.0%) +Types: list:42,368,178 +Null/Empty: empty_arr:33,858,253 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:21,996,026, str:20,372,152 +Null/Empty: null:21,996,026, empty_str:1,601 +String length avg: 11.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 66 (0.0%) + 'Question': 40 (0.0%) + 'F4M': 24 (0.0%) + 'M4F': 19 (0.0%) + 'Megathread': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 42,368,178/42,368,178 (100.0%) +Types: str:41,725,725, NoneType:642,453 +Null/Empty: null:642,453 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 32,719,378 (78.4%) + 'light': 9,006,347 (21.6%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 42,368,178/42,368,178 (100.0%) +Types: str:42,368,178 +String length avg: 4.8 +Unique strings tracked: 2 +String values distribution: + 'text': 33,858,253 (79.9%) + 'richtext': 8,509,925 (20.1%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:2,302,096 (5.4%), false:40,066,082 (94.6%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:38,117,291, dict:4,250,887 +Null/Empty: null:38,117,291 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 42,368,178/42,368,178 (100.0%) +Types: dict:42,368,178 +Null/Empty: empty_obj:41,534,627 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:1,541 (0.0%), false:42,366,637 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:42,368,178 +Null/Empty: null:42,368,178 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:42,368,178 +Null/Empty: null:42,368,178 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:42,368,178 +Null/Empty: null:42,368,178 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 42,368,178/42,368,178 (100.0%) +Types: list:42,368,178 +Null/Empty: empty_arr:42,368,178 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 42,368,178/42,368,178 (100.0%) +Types: str:42,368,178 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1n59zi3': 1 (0.0%) + 't3_1n59zi6': 1 (0.0%) + 't3_1n59zi7': 1 (0.0%) + 't3_1n59zi8': 1 (0.0%) + 't3_1n59zi9': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:36,072,519 (85.1%), false:6,295,659 (14.9%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 42,368,178/42,368,178 (100.0%) +Types: int:42,368,178 +Numeric values: 42,368,178 total +Numeric range: min:0, max:45,481, avg:6.5 +Numeric std dev: 59.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 42,368,178/42,368,178 (100.0%) +Types: int:42,368,178 +Numeric values: 42,368,178 total +Numeric range: min:0, max:117, avg:0.1 +Numeric std dev: 0.4 +Unique numbers tracked: 91 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:42,368,178 +Null/Empty: null:42,368,178 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:18,551,123 (43.8%), false:23,817,055 (56.2%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 42,368,178/42,368,178 (100.0%) +Types: str:42,368,178 +String length avg: 66.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/PantyPeel/comments/1n59zi3/eat_it_or_fuck_it_yo...': 1 (0.0%) + '/r/BigTitsBigAreolas/comments/1n59zi6/do_my_boobs_...': 1 (0.0%) + '/r/GymPawg/comments/1n59zi7/athletic_college_cheer...': 1 (0.0%) + '/r/cuddlebuddies/comments/1n59zi8/nb4a_32_la_cross...': 1 (0.0%) + '/r/TwinkLove/comments/1n59zi9/new_here_what_do_u_g...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:0 (0.0%), false:42,368,178 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:22,821,869, int:19,546,309 +Null/Empty: null:22,821,869 +Numeric values: 19,546,309 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 17,311,542 (88.6%) + 7: 2,233,969 (11.4%) + 1: 798 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:708 (0.0%), false:42,367,470 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:42,350,974, str:17,204 +Null/Empty: null:42,350,974 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 17,204 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:42,368,178 +Null/Empty: null:42,368,178 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:35,397,752, str:6,970,426 +Null/Empty: null:35,397,752 +String length avg: 8.5 +Unique strings tracked: 7 +String values distribution: + 'reddit': 3,277,069 (47.0%) + 'moderator': 2,327,307 (33.4%) + 'automod_filtered': 1,030,846 (14.8%) + 'deleted': 315,479 (4.5%) + 'content_takedown': 16,455 (0.2%) + 'author': 3,268 (0.0%) + 'copyright_takedown': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:42,368,178 +Null/Empty: null:42,368,178 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 42,368,178/42,368,178 (100.0%) +Types: int:42,368,178 +Numeric values: 42,368,178 total +Numeric range: min:1,756,684,821, max:1,759,406,284, avg:1757979969.2 +Numeric std dev: 747880.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:0 (0.0%), false:42,368,178 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 42,368,178/42,368,178 (100.0%) +Types: int:42,368,178 +Numeric values: 42,368,178 total +Numeric range: min:0, max:197,961, avg:41.8 +Numeric std dev: 537.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:38,117,291, dict:4,250,887 +Null/Empty: null:38,117,291 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 42,368,178/42,368,178 (100.0%) +Types: dict:42,368,178 +Null/Empty: empty_obj:41,534,627 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 42,368,178/42,368,178 (100.0%) +Types: str:42,368,178 +Null/Empty: empty_str:22,529,908 +String length avg: 434.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 148 (0.0%) + '[deleted]': 13 (0.0%) + 'If you’re new to the community, introduce yourself...': 5 (0.0%) + 'I got a 3d printer (bambu lab A1) and i started 3d...': 3 (0.0%) + 'live now on [twitch.tv/lilwetnoodle](http://twitch...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:41,102,201 (97.0%), false:1,265,977 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:502,050 (1.2%), false:41,866,128 (98.8%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:96,033 (0.2%), false:42,272,145 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 42,368,178/42,368,178 (100.0%) +Types: str:42,368,178 +String length avg: 12.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'opinionWarsDev': 10 (0.0%) + 'collocationgame': 8 (0.0%) + '18above_Roleplay': 7 (0.0%) + 'GaySnapchatShare': 7 (0.0%) + 'JerkOffChat': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 42,368,178/42,368,178 (100.0%) +Types: str:42,368,178 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_cztixg': 10 (0.0%) + 't5_d1zxzq': 8 (0.0%) + 't5_bjxa1f': 7 (0.0%) + 't5_32ulkj': 7 (0.0%) + 't5_5l3176': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 42,368,178/42,368,178 (100.0%) +Types: str:42,368,178 +String length avg: 14.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/opinionWarsDev': 10 (0.0%) + 'r/collocationgame': 8 (0.0%) + 'r/18above_Roleplay': 7 (0.0%) + 'r/GaySnapchatShare': 7 (0.0%) + 'r/JerkOffChat': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 42,368,178/42,368,178 (100.0%) +Types: int:42,368,178 +Numeric values: 42,368,178 total +Numeric range: min:-1, max:66,782,481, avg:745491.5 +Numeric std dev: 4135139.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 42,368,178/42,368,178 (100.0%) +Types: str:42,368,178 +String length avg: 6.0 +Unique strings tracked: 3 +String values distribution: + 'public': 39,552,452 (93.4%) + 'user': 1,682,127 (4.0%) + 'restricted': 1,133,599 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:34,719,168, str:7,649,010 +Null/Empty: null:34,719,168 +String length avg: 4.8 +Unique strings tracked: 8 +String values distribution: + 'confidence': 2,159,419 (28.2%) + 'new': 1,954,321 (25.5%) + 'qa': 1,729,498 (22.6%) + 'top': 1,038,161 (13.6%) + 'old': 686,018 (9.0%) + 'controversial': 50,677 (0.7%) + 'live': 24,952 (0.3%) + 'random': 5,964 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 42,368,178/42,368,178 (100.0%) +Types: str:42,160,400, NoneType:207,778 +Null/Empty: null:207,778, empty_str:639 +String length avg: 18.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 4,639 (0.0%) + 'self': 2,559 (0.0%) + 'default': 2,032 (0.0%) + 'image': 95 (0.0%) + 'spoiler': 66 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 42,368,178/42,368,178 (100.0%) +Types: str:42,368,178 +Null/Empty: empty_str:1 +String length avg: 45.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Daily Puzzle 9-1-2025': 8 (0.0%) + 'Tryna listen to blonde without crying be like:': 4 (0.0%) + '39 [MF4M] I’m just a happy little cumslut 😊': 4 (0.0%) + '[F4M] im horny and can't sleep so I'm just gonna f...': 3 (0.0%) + '[m] where are you watching the game?': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:42,368,178 +Null/Empty: null:42,368,178 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 42,368,178/42,368,178 (100.0%) +Types: int:42,368,178 +Numeric values: 42,368,178 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 42,368,178 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 42,368,178/42,368,178 (100.0%) +Types: list:42,368,178 +Null/Empty: empty_arr:42,368,178 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 42,368,178/42,368,178 (100.0%) +Types: int:42,368,178 +Numeric values: 42,368,178 total +Numeric range: min:0, max:197,961, avg:41.8 +Numeric std dev: 537.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 42,368,178/42,368,178 (100.0%) +Types: int:26,496,635, float:15,871,543 +Numeric values: 42,368,178 total +Numeric range: min:0, max:1, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 42,368,178/42,368,178 (100.0%) +Types: str:42,368,178 +Null/Empty: empty_str:350,770 +String length avg: 60.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/illfatedquietgrub': 8 (0.0%) + 'https://i.redd.it/mvry6cau1gmf1.jpeg': 3 (0.0%) + 'https://www.reddit.com/gallery/1n59zqd': 3 (0.0%) + 'https://www.redgifs.com/watch/humongousnearbrahman...': 2 (0.0%) + 'https://i.redd.it/06z06mxq0gmf1.png': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 42,368,178/42,368,178 (100.0%) +Types: list:42,368,178 +Null/Empty: empty_arr:42,368,178 + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:42,368,178 +Null/Empty: null:42,368,178 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 42,368,178/42,368,178 (100.0%) +Types: bool:42,368,178 +Booleans: true:0 (0.0%), false:42,368,178 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 42,368,178/42,368,178 (100.0%) +Types: NoneType:22,821,869, int:19,546,309 +Null/Empty: null:22,821,869 +Numeric values: 19,546,309 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 17,311,542 (88.6%) + 7: 2,233,969 (11.4%) + 1: 798 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 42,162,791/42,368,178 (99.5%) +Types: NoneType:31,184,466, int:10,978,325 +Null/Empty: null:31,184,466 +Numeric values: 10,978,325 total +Numeric range: min:1, max:140, avg:124.8 +Numeric std dev: 25.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 42,162,791/42,368,178 (99.5%) +Types: NoneType:31,184,466, int:10,978,325 +Null/Empty: null:31,184,466 +Numeric values: 10,978,325 total +Numeric range: min:1, max:140, avg:140.0 +Numeric std dev: 1.8 +Unique numbers tracked: 67 + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 42,124,225/42,368,178 (99.4%) +Types: dict:42,124,225 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 42,014,409/42,368,178 (99.2%) +Types: list:42,014,409 +Null/Empty: empty_arr:40,174,858 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 42,014,409/42,368,178 (99.2%) +Types: str:42,014,409 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 40,174,858 (95.6%) + 'richtext': 1,839,551 (4.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 42,014,409/42,368,178 (99.2%) +Types: str:42,014,409 +String length avg: 11.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 34 (0.0%) + 't2_1m0eu0dtzh': 10 (0.0%) + 't2_1be6i06blb': 9 (0.0%) + 't2_kiiagn76y': 9 (0.0%) + 't2_1ef15rnaq2': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 42,014,409/42,368,178 (99.2%) +Types: bool:42,014,409 +Booleans: true:0 (0.0%), false:42,014,409 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 42,014,409/42,368,178 (99.2%) +Types: bool:42,014,409 +Booleans: true:347,602 (0.8%), false:41,666,807 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 25,890,497/42,368,178 (61.1%) +Types: str:25,890,497 +Null/Empty: empty_str:210,794 +String length avg: 43.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/illfatedquietgrub': 14 (0.0%) + 'https://i.redd.it/6h1e1djv1gmf1.jpeg': 4 (0.0%) + 'https://i.redd.it/mvry6cau1gmf1.jpeg': 3 (0.0%) + 'https://www.reddit.com/gallery/1n59zqd': 3 (0.0%) + 'https://www.redgifs.com/watch/humongousnearbrahman...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 19,905,889/42,368,178 (47.0%) +Types: str:19,905,889 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'da7b1188-06fe-11f0-830a-2ebb541f29ef': 8 (0.0%) + '61d7d274-68cd-11ed-a8bd-f61c30ebf47a': 7 (0.0%) + 'ce8a96c6-4fea-11ef-bb44-a676d77022dc': 7 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 5 (0.0%) + '853ac114-ad7c-11ee-a87d-ce20b2a96ef0': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 18,837,866/42,368,178 (44.5%) +Types: dict:18,837,866 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 16,236,362/42,368,178 (38.3%) +Types: str:16,236,362 +String length avg: 5.7 +Unique strings tracked: 7 +String values distribution: + 'image': 12,967,714 (79.9%) + 'hosted:video': 1,272,773 (7.8%) + 'link': 985,624 (6.1%) + 'rich:video': 822,071 (5.1%) + 'self': 180,622 (1.1%) + 'gallery': 7,541 (0.0%) + 'video': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 5,528,252/42,368,178 (13.0%) +Types: dict:4,850,599, NoneType:677,653 +Null/Empty: null:677,653, empty_obj:8 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 5,073,266/42,368,178 (12.0%) +Types: dict:4,477,475, NoneType:595,791 +Null/Empty: null:595,791 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 5,073,266/42,368,178 (12.0%) +Types: bool:5,073,266 +Booleans: true:5,073,266 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 2,645,752/42,368,178 (6.2%) +Types: str:2,645,752 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1n5a1eg': 9 (0.0%) + 't3_1n5a670': 9 (0.0%) + 't3_1n5a69u': 9 (0.0%) + 't3_1n5a86t': 9 (0.0%) + 't3_1n4z4oy': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 2,645,752/42,368,178 (6.2%) +Types: list:2,645,752 +Null/Empty: empty_arr:668 + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 2,053,877/42,368,178 (4.8%) +Types: bool:2,008,853, dict:41,983, NoneType:3,041 +Null/Empty: null:3,041 +Booleans: true:0 (0.0%), false:2,008,853 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 269,213/42,368,178 (0.6%) +Types: NoneType:269,213 +Null/Empty: null:269,213 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 269,213/42,368,178 (0.6%) +Types: NoneType:269,213 +Null/Empty: null:269,213 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 269,213/42,368,178 (0.6%) +Types: NoneType:258,096, str:11,117 +Null/Empty: null:258,096 +String length avg: 65.5 +Unique strings tracked: 645 +Top 5 string values: + 'Side-effects include nausea, vomiting, and diarrhe...': 6,167 (55.5%) + 'This is the supplementary text for the post.': 1,393 (12.5%) + '*Stay connected for 36 months or $199 paid over a ...': 103 (0.9%) + 'Late fees, eligibility criteria and T&Cs apply. Au...': 94 (0.8%) + 'Late fees, eligibility criteria and T&Cs apply. Cr...': 92 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 269,213/42,368,178 (0.6%) +Types: NoneType:269,213 +Null/Empty: null:269,213 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 269,213/42,368,178 (0.6%) +Types: NoneType:269,213 +Null/Empty: null:269,213 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 269,213/42,368,178 (0.6%) +Types: NoneType:269,213 +Null/Empty: null:269,213 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 269,213/42,368,178 (0.6%) +Types: NoneType:269,213 +Null/Empty: null:269,213 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 269,213/42,368,178 (0.6%) +Types: str:269,203, NoneType:10 +Null/Empty: null:10 +String length avg: 11.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_tnjwypik': 620 (0.2%) + 't2_1cye7dga9x': 497 (0.2%) + 't2_2nybam4l': 442 (0.2%) + 't2_jyms1ejh': 395 (0.1%) + 't2_jz2cgrt2': 194 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 269,213/42,368,178 (0.6%) +Types: NoneType:269,213 +Null/Empty: null:269,213 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 269,213/42,368,178 (0.6%) +Types: str:188,993, NoneType:80,220 +Null/Empty: null:80,220 +String length avg: 15.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'contactlevel.com': 442 (0.2%) + 'store.steampowered.com': 271 (0.1%) + '[TEST] 2-1/4" Round Button': 234 (0.1%) + 'google.com': 166 (0.1%) + 'apps.apple.com': 156 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 269,213/42,368,178 (0.6%) +Types: NoneType:269,208, str:5 +Null/Empty: null:269,208 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 5 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 269,213/42,368,178 (0.6%) +Types: NoneType:269,208, str:5 +Null/Empty: null:269,208 +String length avg: 67.4 +Unique strings tracked: 3 +String values distribution: + 'https://player.twitch.tv/?channel=robcdee&muted=tr...': 2 (40.0%) + 'https://signup.projectquote.com/?ref=pq-website-he...': 2 (40.0%) + 'https://redditinc.com': 1 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 269,213/42,368,178 (0.6%) +Types: list:269,213 +Null/Empty: empty_arr:269,213 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 269,213/42,368,178 (0.6%) +Types: list:269,213 +Null/Empty: empty_arr:269,213 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 269,213/42,368,178 (0.6%) +Types: str:269,213 +String length avg: 106.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.contactlevel.com/contactsync?utm_sourc...': 442 (0.2%) + 'https://reddit.com': 234 (0.1%) + 'https://sharedread.myshopify.com/products/test-2-1...': 93 (0.0%) + 'https://google.com': 66 (0.0%) + 'https://www.google.com/': 48 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 269,213/42,368,178 (0.6%) +Types: NoneType:269,213 +Null/Empty: null:269,213 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 269,213/42,368,178 (0.6%) +Types: NoneType:269,213 +Null/Empty: null:269,213 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 269,213/42,368,178 (0.6%) +Types: bool:269,213 +Booleans: true:0 (0.0%), false:269,213 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 269,213/42,368,178 (0.6%) +Types: bool:269,213 +Booleans: true:0 (0.0%), false:269,213 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 269,213/42,368,178 (0.6%) +Types: str:269,213 +Null/Empty: empty_str:118,997 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/pZ_qExnIqbnx...': 105 (0.1%) + 'https://reddit-image.s3.amazonaws.com/xHeBlz7UnvBn...': 65 (0.0%) + 'https://reddit-image.s3.amazonaws.com/ffQONG5twAGV...': 27 (0.0%) + 'https://reddit-image.s3.amazonaws.com/SIdbMP6GL7VH...': 26 (0.0%) + 'https://reddit-image.s3.amazonaws.com/Zc1iNYH8MKAG...': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 269,213/42,368,178 (0.6%) +Types: NoneType:269,213 +Null/Empty: null:269,213 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 269,213/42,368,178 (0.6%) +Types: dict:269,213 +Null/Empty: empty_obj:269,213 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 269,213/42,368,178 (0.6%) +Types: NoneType:269,213 +Null/Empty: null:269,213 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 269,213/42,368,178 (0.6%) +Types: list:269,213 +Null/Empty: empty_arr:269,213 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 269,213/42,368,178 (0.6%) +Types: NoneType:269,187, str:26 +Null/Empty: null:269,187 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 26 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 269,213/42,368,178 (0.6%) +Types: bool:269,213 +Booleans: true:0 (0.0%), false:269,213 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 269,213/42,368,178 (0.6%) +Types: NoneType:269,213 +Null/Empty: null:269,213 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 269,213/42,368,178 (0.6%) +Types: NoneType:269,213 +Null/Empty: null:269,213 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 269,213/42,368,178 (0.6%) +Types: NoneType:269,213 +Null/Empty: null:269,213 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 269,213/42,368,178 (0.6%) +Types: bool:269,213 +Booleans: true:269,213 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 269,213/42,368,178 (0.6%) +Types: NoneType:269,213 +Null/Empty: null:269,213 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 269,213/42,368,178 (0.6%) +Types: list:269,213 +Null/Empty: empty_arr:269,213 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 269,213/42,368,178 (0.6%) +Types: NoneType:269,213 +Null/Empty: null:269,213 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 269,213/42,368,178 (0.6%) +Types: NoneType:269,213 +Null/Empty: null:269,213 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 218,532/42,368,178 (0.5%) +Types: str:218,532 +String length avg: 8.9 +Unique strings tracked: 23 +Top 5 string values: + 'Learn More': 74,017 (33.9%) + 'Shop Now': 52,383 (24.0%) + 'Download': 19,333 (8.8%) + 'Sign Up': 17,276 (7.9%) + 'View More': 8,026 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 109,892/42,368,178 (0.3%) +Types: bool:109,892 +Booleans: true:109,892 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 8,830/42,368,178 (0.0%) +Types: str:8,830 +String length avg: 5.8 +Unique strings tracked: 204 +Top 5 string values: + '$0.50': 4,191 (47.5%) + '$16.50': 2,373 (26.9%) + '$100.00': 795 (9.0%) + '$34.99': 130 (1.5%) + '$35.00': 96 (1.1%) + +================================================================================ + +================================================================================ +FILE: RS_2025-10.jsonl +Analysis Time: 2026-01-17 09:55:01 +================================================================================ +Processed lines: 43,919,437 +Total unique fields: 152 +Max unique values tracked per field: 1,000 +Sample size: 43,919,437 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 43,919,437/43,919,437 (100.0%) +Types: list:43,919,437 +Null/Empty: empty_arr:43,919,437 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:2 (0.0%), false:43,919,435 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:43,919,437 +Null/Empty: null:43,919,437 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:43,919,437 +Null/Empty: null:43,919,437 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:0 (0.0%), false:43,919,437 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 43,919,437/43,919,437 (100.0%) +Types: str:43,919,437 +String length avg: 13.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 22 (0.0%) + '[deleted]': 11 (0.0%) + 'asteroid-app': 10 (0.0%) + 'sections-game': 9 (0.0%) + 'collocation-game': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:40,369,884, str:3,549,553 +Null/Empty: null:40,369,884, empty_str:792,498 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 1,539 (0.1%) + '#dadada': 444 (0.0%) + '#ea0027': 255 (0.0%) + '#46d160': 198 (0.0%) + '#ff66ac': 187 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:42,939,120, str:980,317 +Null/Empty: null:42,939,120, empty_str:5 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 92 (0.0%) + 'vs': 83 (0.0%) + 'verified': 79 (0.0%) + 'team-harmony': 70 (0.0%) + 'green': 51 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:40,911,916, str:3,007,521 +Null/Empty: null:40,911,916 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6dde4c66-7924-11ee-be2a-46124de7bb46': 14 (0.0%) + '14cf617e-3d38-11ed-b18c-76c17742cc0a': 14 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 14 (0.0%) + '64d0d73e-f25d-11ea-90e4-0ea865b7d453': 12 (0.0%) + '38fb4ae2-4e59-11e1-912e-12313d18ad57': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:40,438,956, str:3,480,481 +Null/Empty: null:40,438,956, empty_str:39,195 +String length avg: 17.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified': 22 (0.0%) + '8 bit': 19 (0.0%) + 'Unverified': 19 (0.0%) + 'Verified Seller': 18 (0.0%) + 'FC: Trainer name: ': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:40,032,584, str:3,886,853 +Null/Empty: null:40,032,584, empty_str:1 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'dark': 2,793,645 (71.9%) + 'light': 1,093,207 (28.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:0 (0.0%), false:43,919,437 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 43,919,437/43,919,437 (100.0%) +Types: list:43,919,437 +Null/Empty: empty_arr:43,919,437 + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:43,919,437 +Null/Empty: null:43,919,437 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:43,919,437 +Null/Empty: null:43,919,437 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:0 (0.0%), false:43,919,437 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:0 (0.0%), false:43,919,437 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:43,918,834, str:603 +Null/Empty: null:43,918,834 +String length avg: 14.0 +Unique strings tracked: 2 +String values distribution: + 'diy_and_crafts': 592 (98.2%) + 'entertainment': 11 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:0 (0.0%), false:43,919,437 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:43,762,519, list:156,918 +Null/Empty: null:43,762,519 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:8,049 (0.0%), false:43,911,388 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 43,919,437/43,919,437 (100.0%) +Types: int:43,919,437 +Numeric values: 43,919,437 total +Numeric range: min:1,759,276,800, max:1,761,955,199, avg:1760612350.3 +Numeric std dev: 774294.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 43,919,437/43,919,437 (100.0%) +Types: int:43,919,437 +Numeric values: 43,919,437 total +Numeric range: min:1,759,276,800, max:1,761,955,199, avg:1760612350.3 +Numeric std dev: 774294.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:43,919,437 +Null/Empty: null:43,919,437 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:43,857,509, str:61,928 +Null/Empty: null:43,857,509 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 61,800 (99.8%) + 'admin': 128 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 43,919,437/43,919,437 (100.0%) +Types: str:43,919,437 +Null/Empty: empty_str:934,064 +String length avg: 13.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 735 (0.0%) + 'reddit.com': 319 (0.0%) + 'redgifs.com': 126 (0.0%) + 'v.redd.it': 78 (0.0%) + 'self.SwordAndSupperGame': 68 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 43,919,437/43,919,437 (100.0%) +Types: int:43,919,437 +Numeric values: 43,919,437 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 43,919,437 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,915,149, int:4,288 +Booleans: true:0 (0.0%), false:43,915,149 (100.0%) +Numeric values: 4,288 total +Numeric range: min:1,759,287,769, max:1,762,136,986, avg:1760883332.2 +Numeric std dev: 819064.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 43,919,437/43,919,437 (100.0%) +Types: int:43,919,437 +Numeric values: 43,919,437 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 43,919,437 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 43,919,437/43,919,437 (100.0%) +Types: dict:43,919,437 +Null/Empty: empty_obj:43,919,437 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:0 (0.0%), false:43,919,437 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:292,445 (0.7%), false:43,626,992 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 43,919,437/43,919,437 (100.0%) +Types: str:43,919,437 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1nutc76': 1 (0.0%) + '1nutc77': 1 (0.0%) + '1nutc78': 1 (0.0%) + '1nutc79': 1 (0.0%) + '1nutc7a': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:355,554 (0.8%), false:43,563,883 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:36,778,616 (83.7%), false:7,140,821 (16.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:0 (0.0%), false:43,919,437 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:250,457 (0.6%), false:43,668,980 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:14,358,209 (32.7%), false:29,561,228 (67.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:37,156,225 (84.6%), false:6,763,212 (15.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:17,533,820 (39.9%), false:26,385,617 (60.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:1,354,266 (3.1%), false:42,565,171 (96.9%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:43,919,437 +Null/Empty: null:43,919,437 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 43,919,437/43,919,437 (100.0%) +Types: str:43,357,991, NoneType:561,446 +Null/Empty: null:561,446, empty_str:23,409,066 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 359 (0.0%) + '#ea0027': 281 (0.0%) + '#0079d3': 226 (0.0%) + '#46d160': 201 (0.0%) + '#7193ff': 178 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:22,851,774, str:21,067,663 +Null/Empty: null:22,851,774, empty_str:17,494,819 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 190 (0.0%) + 'question': 111 (0.0%) + 'male': 98 (0.0%) + 'blue': 56 (0.0%) + 'help': 51 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 43,919,437/43,919,437 (100.0%) +Types: list:43,919,437 +Null/Empty: empty_arr:35,296,088 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:22,148,166, str:21,771,271 +Null/Empty: null:22,148,166, empty_str:1,575 +String length avg: 11.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 71 (0.0%) + 'Question': 43 (0.0%) + 'Level 6-20': 34 (0.0%) + 'M4F': 28 (0.0%) + 'Level 21-40': 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 43,919,437/43,919,437 (100.0%) +Types: str:43,107,423, NoneType:812,014 +Null/Empty: null:812,014 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 33,056,120 (76.7%) + 'light': 10,051,303 (23.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 43,919,437/43,919,437 (100.0%) +Types: str:43,919,437 +String length avg: 4.8 +Unique strings tracked: 2 +String values distribution: + 'text': 35,296,088 (80.4%) + 'richtext': 8,623,349 (19.6%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:2,361,306 (5.4%), false:41,558,131 (94.6%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:39,571,316, dict:4,348,121 +Null/Empty: null:39,571,316 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 43,919,437/43,919,437 (100.0%) +Types: dict:43,919,437 +Null/Empty: empty_obj:42,912,388 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:2,134 (0.0%), false:43,917,303 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:43,919,437 +Null/Empty: null:43,919,437 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:43,919,437 +Null/Empty: null:43,919,437 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:43,919,437 +Null/Empty: null:43,919,437 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 43,919,437/43,919,437 (100.0%) +Types: list:43,919,437 +Null/Empty: empty_arr:43,919,437 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 43,919,437/43,919,437 (100.0%) +Types: str:43,919,437 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1nutc76': 1 (0.0%) + 't3_1nutc77': 1 (0.0%) + 't3_1nutc78': 1 (0.0%) + 't3_1nutc79': 1 (0.0%) + 't3_1nutc7a': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:37,771,046 (86.0%), false:6,148,391 (14.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 43,919,437/43,919,437 (100.0%) +Types: int:43,919,437 +Numeric values: 43,919,437 total +Numeric range: min:0, max:68,297, avg:6.2 +Numeric std dev: 58.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 43,919,437/43,919,437 (100.0%) +Types: int:43,919,437 +Numeric values: 43,919,437 total +Numeric range: min:0, max:125, avg:0.1 +Numeric std dev: 0.4 +Unique numbers tracked: 84 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:43,919,437 +Null/Empty: null:43,919,437 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:18,859,493 (42.9%), false:25,059,944 (57.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 43,919,437/43,919,437 (100.0%) +Types: str:43,919,437 +String length avg: 66.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/MohammadpurDhakaGW/comments/1nutc76/loving_the_...': 1 (0.0%) + '/r/losangelespersonals/comments/1nutc77/24_m4m_cer...': 1 (0.0%) + '/r/Roleplay__Hentai/comments/1nutc78/m4f_looking_t...': 1 (0.0%) + '/r/DirtySnapchat/comments/1nutc79/30_m4f_tits_make...': 1 (0.0%) + '/r/every15min/comments/1nutc7a/currently_its_septe...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:0 (0.0%), false:43,919,437 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:23,065,424, int:20,854,013 +Null/Empty: null:23,065,424 +Numeric values: 20,854,013 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 18,653,760 (89.4%) + 7: 2,199,647 (10.5%) + 1: 606 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:609 (0.0%), false:43,918,828 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:43,896,115, str:23,322 +Null/Empty: null:43,896,115 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 23,322 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:43,919,437 +Null/Empty: null:43,919,437 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:37,180,931, str:6,738,506 +Null/Empty: null:37,180,931 +String length avg: 8.5 +Unique strings tracked: 7 +String values distribution: + 'reddit': 3,198,932 (47.5%) + 'moderator': 2,241,597 (33.3%) + 'automod_filtered': 990,090 (14.7%) + 'deleted': 282,288 (4.2%) + 'content_takedown': 22,626 (0.3%) + 'author': 2,972 (0.0%) + 'copyright_takedown': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:43,919,437 +Null/Empty: null:43,919,437 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 43,919,437/43,919,437 (100.0%) +Types: int:43,919,437 +Numeric values: 43,919,437 total +Numeric range: min:1,759,276,814, max:1,762,146,455, avg:1760612537.9 +Numeric std dev: 774492.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:0 (0.0%), false:43,919,437 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 43,919,437/43,919,437 (100.0%) +Types: int:43,919,437 +Numeric values: 43,919,437 total +Numeric range: min:0, max:182,554, avg:40.4 +Numeric std dev: 511.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:39,571,316, dict:4,348,121 +Null/Empty: null:39,571,316 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 43,919,437/43,919,437 (100.0%) +Types: dict:43,919,437 +Null/Empty: empty_obj:42,912,388 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 43,919,437/43,919,437 (100.0%) +Types: str:43,919,437 +Null/Empty: empty_str:22,840,228 +String length avg: 422.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 126 (0.0%) + '[deleted]': 10 (0.0%) + '19 year old middle eastern college guy with a girt...': 5 (0.0%) + 'optional body text': 4 (0.0%) + 'I'm looking for a guy who wants to come to my apar...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:42,714,547 (97.3%), false:1,204,890 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:426,215 (1.0%), false:43,493,222 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:100,449 (0.2%), false:43,818,988 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 43,919,437/43,919,437 (100.0%) +Types: str:43,919,437 +String length avg: 12.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'SwordAndSupperGame': 30 (0.0%) + 'opinionWarsDev': 10 (0.0%) + 'collocationgame': 9 (0.0%) + 'chessquiz': 8 (0.0%) + 'automationContentCom': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 43,919,437/43,919,437 (100.0%) +Types: str:43,919,437 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_eimoap': 30 (0.0%) + 't5_cztixg': 10 (0.0%) + 't5_d1zxzq': 9 (0.0%) + 't5_cq5nge': 8 (0.0%) + 't5_bnynuc': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 43,919,437/43,919,437 (100.0%) +Types: str:43,919,437 +String length avg: 14.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/SwordAndSupperGame': 30 (0.0%) + 'r/opinionWarsDev': 10 (0.0%) + 'r/collocationgame': 9 (0.0%) + 'r/chessquiz': 8 (0.0%) + 'r/automationContentCom': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 43,919,437/43,919,437 (100.0%) +Types: int:43,919,437 +Numeric values: 43,919,437 total +Numeric range: min:-1, max:66,781,275, avg:714371.9 +Numeric std dev: 4032348.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 43,919,437/43,919,437 (100.0%) +Types: str:43,919,437 +String length avg: 6.0 +Unique strings tracked: 3 +String values distribution: + 'public': 40,971,251 (93.3%) + 'user': 1,809,662 (4.1%) + 'restricted': 1,138,524 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:36,072,350, str:7,847,087 +Null/Empty: null:36,072,350 +String length avg: 4.7 +Unique strings tracked: 8 +String values distribution: + 'confidence': 2,144,691 (27.3%) + 'new': 2,001,518 (25.5%) + 'qa': 1,844,111 (23.5%) + 'top': 1,104,944 (14.1%) + 'old': 668,014 (8.5%) + 'controversial': 49,873 (0.6%) + 'live': 27,826 (0.4%) + 'random': 6,110 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 43,919,437/43,919,437 (100.0%) +Types: str:43,642,963, NoneType:276,474 +Null/Empty: null:276,474, empty_str:565 +String length avg: 18.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 4,064 (0.0%) + 'self': 2,623 (0.0%) + 'default': 1,774 (0.0%) + 'image': 84 (0.0%) + 'spoiler': 53 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 43,919,437/43,919,437 (100.0%) +Types: str:43,919,437 +String length avg: 45.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Daily Puzzle 10-1-2025': 10 (0.0%) + '[ Removed by moderator ]': 4 (0.0%) + 'M4M- make me like to swallow?': 4 (0.0%) + '19 [M4F] #UCF AREA - College guy looking for older...': 4 (0.0%) + 'M20': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:43,919,437 +Null/Empty: null:43,919,437 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 43,919,437/43,919,437 (100.0%) +Types: int:43,919,437 +Numeric values: 43,919,437 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 43,919,437 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 43,919,437/43,919,437 (100.0%) +Types: list:43,919,437 +Null/Empty: empty_arr:43,919,437 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 43,919,437/43,919,437 (100.0%) +Types: int:43,919,437 +Numeric values: 43,919,437 total +Numeric range: min:0, max:182,554, avg:40.4 +Numeric std dev: 511.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 43,919,437/43,919,437 (100.0%) +Types: int:27,900,475, float:16,018,962 +Numeric values: 43,919,437 total +Numeric range: min:0, max:1, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 43,919,437/43,919,437 (100.0%) +Types: str:43,919,437 +Null/Empty: empty_str:320,412 +String length avg: 61.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/lascrucesgay2/comments/1nutc4h/m4m_make_me_like...': 4 (0.0%) + 'https://www.redgifs.com/watch/velvetyoutlyingbee': 2 (0.0%) + 'https://www.redgifs.com/watch/760945482271452185': 2 (0.0%) + '/r/DirtyMitten/comments/1nutbx9/m4a/': 2 (0.0%) + 'https://www.wikipedia.org/': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 43,919,437/43,919,437 (100.0%) +Types: list:43,919,437 +Null/Empty: empty_arr:43,919,437 + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:43,919,437 +Null/Empty: null:43,919,437 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 43,919,437/43,919,437 (100.0%) +Types: bool:43,919,437 +Booleans: true:0 (0.0%), false:43,919,437 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 43,919,437/43,919,437 (100.0%) +Types: NoneType:23,065,424, int:20,854,013 +Null/Empty: null:23,065,424 +Numeric values: 20,854,013 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 18,653,760 (89.4%) + 7: 2,199,647 (10.5%) + 1: 606 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 43,647,661/43,919,437 (99.4%) +Types: dict:43,647,661 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 43,646,561/43,919,437 (99.4%) +Types: NoneType:31,560,953, int:12,085,608 +Null/Empty: null:31,560,953 +Numeric values: 12,085,608 total +Numeric range: min:1, max:140, avg:124.9 +Numeric std dev: 25.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 43,646,561/43,919,437 (99.4%) +Types: NoneType:31,560,953, int:12,085,608 +Null/Empty: null:31,560,953 +Numeric values: 12,085,608 total +Numeric range: min:1, max:140, avg:139.9 +Numeric std dev: 2.2 +Unique numbers tracked: 69 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 43,597,554/43,919,437 (99.3%) +Types: list:43,597,554 +Null/Empty: empty_arr:41,717,280 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 43,597,554/43,919,437 (99.3%) +Types: str:43,597,554 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 41,717,280 (95.7%) + 'richtext': 1,880,274 (4.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 43,597,554/43,919,437 (99.3%) +Types: str:43,597,554 +String length avg: 11.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 22 (0.0%) + 't2_1m0eu0dtzh': 10 (0.0%) + 't2_1be6i06blb': 9 (0.0%) + 't2_1ef15rnaq2': 9 (0.0%) + 't2_1jz8ks85c8': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 43,597,554/43,919,437 (99.3%) +Types: bool:43,597,554 +Booleans: true:0 (0.0%), false:43,597,554 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 43,597,554/43,919,437 (99.3%) +Types: bool:43,597,554 +Booleans: true:370,029 (0.8%), false:43,227,525 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 26,386,683/43,919,437 (60.1%) +Types: str:26,386,683 +Null/Empty: empty_str:196,541 +String length avg: 43.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/sugaryvastbovine': 5 (0.0%) + '/r/lascrucesgay2/comments/1nutc4h/m4m_make_me_like...': 4 (0.0%) + 'https://i.redd.it/v835seqe4esf1.jpeg': 4 (0.0%) + 'https://gentle-cloud-331f.binte3753.workers.dev/': 3 (0.0%) + 'https://www.redgifs.com/watch/organicembellishedbl...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 21,315,741/43,919,437 (48.5%) +Types: str:21,315,741 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '5d21ee00-5b3b-11f0-83f4-0e93778ede3c': 23 (0.0%) + '753abdbe-5b3b-11f0-bb57-5a48aec24392': 17 (0.0%) + '9f4ef1f0-0042-11f0-afbf-bebed44f7b60': 10 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 9 (0.0%) + '3e555932-38b8-11e9-8108-0e7ff1f1776e': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 19,010,488/43,919,437 (43.3%) +Types: dict:19,010,488 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 16,549,626/43,919,437 (37.7%) +Types: str:16,549,626 +String length avg: 5.8 +Unique strings tracked: 7 +String values distribution: + 'image': 12,949,744 (78.2%) + 'hosted:video': 1,329,256 (8.0%) + 'link': 1,075,490 (6.5%) + 'rich:video': 996,030 (6.0%) + 'self': 192,278 (1.2%) + 'gallery': 6,809 (0.0%) + 'video': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 5,689,345/43,919,437 (13.0%) +Types: dict:4,976,271, NoneType:713,074 +Null/Empty: null:713,074, empty_obj:15 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 5,251,394/43,919,437 (12.0%) +Types: dict:4,646,076, NoneType:605,318 +Null/Empty: null:605,318 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 5,251,394/43,919,437 (12.0%) +Types: bool:5,251,394 +Booleans: true:5,251,394 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 2,716,470/43,919,437 (6.2%) +Types: str:2,716,470 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1nutdtd': 11 (0.0%) + 't3_1nutlss': 10 (0.0%) + 't3_1nutgi4': 9 (0.0%) + 't3_1nubw90': 9 (0.0%) + 't3_1nute1u': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 2,716,470/43,919,437 (6.2%) +Types: list:2,716,470 +Null/Empty: empty_arr:644 + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 2,653,556/43,919,437 (6.0%) +Types: bool:2,609,122, dict:41,645, NoneType:2,789 +Null/Empty: null:2,789 +Booleans: true:0 (0.0%), false:2,609,122 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 355,554/43,919,437 (0.8%) +Types: NoneType:355,554 +Null/Empty: null:355,554 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 355,554/43,919,437 (0.8%) +Types: NoneType:355,554 +Null/Empty: null:355,554 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 355,554/43,919,437 (0.8%) +Types: NoneType:337,724, str:17,830 +Null/Empty: null:337,724 +String length avg: 73.6 +Unique strings tracked: 545 +Top 5 string values: + 'Side-effects include nausea, vomiting, and diarrhe...': 12,773 (71.6%) + 'This is the supplementary text for the post.': 1,436 (8.1%) + 'See why customer success leaders love Dialpad.': 87 (0.5%) + '[Click here to see Full Prescribing Information, i...': 67 (0.4%) + 'New customers only. Transaction volume limits appl...': 66 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 355,554/43,919,437 (0.8%) +Types: NoneType:355,554 +Null/Empty: null:355,554 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 355,554/43,919,437 (0.8%) +Types: NoneType:355,554 +Null/Empty: null:355,554 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 355,554/43,919,437 (0.8%) +Types: NoneType:355,554 +Null/Empty: null:355,554 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 355,554/43,919,437 (0.8%) +Types: NoneType:355,554 +Null/Empty: null:355,554 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 355,554/43,919,437 (0.8%) +Types: str:355,436, NoneType:118 +Null/Empty: null:118 +String length avg: 11.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_jyms1ejh': 577 (0.2%) + 't2_tnjwypik': 451 (0.1%) + 't2_1cye7dga9x': 291 (0.1%) + 't2_filfklj7': 242 (0.1%) + 't2_n0ptitrg': 206 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 355,554/43,919,437 (0.8%) +Types: NoneType:355,554 +Null/Empty: null:355,554 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 355,554/43,919,437 (0.8%) +Types: str:246,384, NoneType:109,170 +Null/Empty: null:109,170 +String length avg: 14.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'google.com': 267 (0.1%) + 'www.kpn.com': 242 (0.1%) + 'store.steampowered.com': 209 (0.1%) + 'play.google.com': 172 (0.1%) + 'httpstat.us': 167 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 355,554/43,919,437 (0.8%) +Types: NoneType:355,533, str:21 +Null/Empty: null:355,533 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 21 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 355,554/43,919,437 (0.8%) +Types: NoneType:355,533, str:21 +Null/Empty: null:355,533 +String length avg: 28.0 +Unique strings tracked: 5 +String values distribution: + 'https://www.redefined.nz/': 16 (76.2%) + 'https://fiihii.com/the-frinks/': 2 (9.5%) + 'https://www.youtube.com/watch?v=cfeBv2-94pc': 1 (4.8%) + 'https://www.youtube.com/watch?v=55ghIHTaRzM': 1 (4.8%) + 'https://www.youtube.com/watch?v=30zEQkVPCFM': 1 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 355,554/43,919,437 (0.8%) +Types: list:355,554 +Null/Empty: empty_arr:355,554 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 355,554/43,919,437 (0.8%) +Types: list:355,554 +Null/Empty: empty_arr:355,554 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 355,554/43,919,437 (0.8%) +Types: str:355,554 +String length avg: 105.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit.com': 290 (0.1%) + 'https://google.com': 90 (0.0%) + 'https://sharedread.myshopify.com/products/test-2-1...': 81 (0.0%) + 'https://www.google.com/': 40 (0.0%) + 'https://emen8.com.au/doxy/?utm_source=reddit&utm_m...': 40 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 355,554/43,919,437 (0.8%) +Types: NoneType:355,554 +Null/Empty: null:355,554 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 355,554/43,919,437 (0.8%) +Types: NoneType:355,554 +Null/Empty: null:355,554 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 355,554/43,919,437 (0.8%) +Types: bool:355,554 +Booleans: true:0 (0.0%), false:355,554 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 355,554/43,919,437 (0.8%) +Types: bool:355,554 +Booleans: true:0 (0.0%), false:355,554 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 355,554/43,919,437 (0.8%) +Types: str:355,554 +Null/Empty: empty_str:166,183 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/pZ_qExnIqbnx...': 105 (0.1%) + 'https://reddit-image.s3.amazonaws.com/xHeBlz7UnvBn...': 72 (0.0%) + 'https://reddit-image.s3.amazonaws.com/7Gxnwh82C1N_...': 28 (0.0%) + 'https://reddit-image.s3.amazonaws.com/SIdbMP6GL7VH...': 26 (0.0%) + 'https://reddit-image.s3.amazonaws.com/7oopxxxlWOm7...': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 355,554/43,919,437 (0.8%) +Types: NoneType:355,554 +Null/Empty: null:355,554 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 355,554/43,919,437 (0.8%) +Types: dict:355,554 +Null/Empty: empty_obj:355,554 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 355,554/43,919,437 (0.8%) +Types: NoneType:355,554 +Null/Empty: null:355,554 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 355,554/43,919,437 (0.8%) +Types: list:355,554 +Null/Empty: empty_arr:355,554 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 355,554/43,919,437 (0.8%) +Types: NoneType:355,533, str:21 +Null/Empty: null:355,533 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 21 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 355,554/43,919,437 (0.8%) +Types: bool:355,554 +Booleans: true:0 (0.0%), false:355,554 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 355,554/43,919,437 (0.8%) +Types: NoneType:355,554 +Null/Empty: null:355,554 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 355,554/43,919,437 (0.8%) +Types: NoneType:355,554 +Null/Empty: null:355,554 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 355,554/43,919,437 (0.8%) +Types: NoneType:355,554 +Null/Empty: null:355,554 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 355,554/43,919,437 (0.8%) +Types: bool:355,554 +Booleans: true:355,554 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 355,554/43,919,437 (0.8%) +Types: NoneType:355,554 +Null/Empty: null:355,554 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 355,554/43,919,437 (0.8%) +Types: list:355,554 +Null/Empty: empty_arr:355,554 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 355,554/43,919,437 (0.8%) +Types: NoneType:355,554 +Null/Empty: null:355,554 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 355,554/43,919,437 (0.8%) +Types: NoneType:355,554 +Null/Empty: null:355,554 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 285,961/43,919,437 (0.7%) +Types: str:285,961 +String length avg: 8.9 +Unique strings tracked: 23 +Top 5 string values: + 'Learn More': 95,971 (33.6%) + 'Shop Now': 62,721 (21.9%) + 'Download': 35,413 (12.4%) + 'Sign Up': 21,538 (7.5%) + 'View More': 11,234 (3.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 130,091/43,919,437 (0.3%) +Types: bool:130,091 +Booleans: true:130,091 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 10,172/43,919,437 (0.0%) +Types: str:10,172 +String length avg: 5.9 +Unique strings tracked: 195 +Top 5 string values: + '$0.50': 4,465 (43.9%) + '$16.50': 2,540 (25.0%) + '$100.00': 2,154 (21.2%) + '$1499.99': 67 (0.7%) + '$34.99': 62 (0.6%) + +================================================================================ + +================================================================================ +FILE: RS_2025-11.jsonl +Analysis Time: 2026-01-17 11:40:55 +================================================================================ +Processed lines: 42,567,338 +Total unique fields: 152 +Max unique values tracked per field: 1,000 +Sample size: 42,567,338 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 42,567,338/42,567,338 (100.0%) +Types: list:42,567,338 +Null/Empty: empty_arr:42,567,338 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:200 (0.0%), false:42,567,138 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:42,567,338 +Null/Empty: null:42,567,338 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:42,567,338 +Null/Empty: null:42,567,338 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:0 (0.0%), false:42,567,338 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 42,567,338/42,567,338 (100.0%) +Types: str:42,567,338 +String length avg: 13.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 22 (0.0%) + 'chess-quiz-plus': 14 (0.0%) + '[deleted]': 12 (0.0%) + 'asteroid-app': 10 (0.0%) + 'sections-game': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:38,674,524, str:3,892,814 +Null/Empty: null:38,674,524, empty_str:1,046,642 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 1,395 (0.0%) + '#dadada': 420 (0.0%) + '#ea0027': 264 (0.0%) + '#46d160': 162 (0.0%) + '#0079d3': 162 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:41,630,360, str:936,978 +Null/Empty: null:41,630,360, empty_str:2 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 109 (0.0%) + 'NORANK': 94 (0.0%) + 'verified': 71 (0.0%) + 'vs': 66 (0.0%) + 'ver': 49 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:39,603,831, str:2,963,507 +Null/Empty: null:39,603,831 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6dde4c66-7924-11ee-be2a-46124de7bb46': 36 (0.0%) + 'd479911a-ee96-11e8-a1e5-0e928c379f44': 16 (0.0%) + '14cf617e-3d38-11ed-b18c-76c17742cc0a': 14 (0.0%) + '91c749d4-46d4-11ee-9fce-36eb8943a21a': 7 (0.0%) + 'd88a2454-5241-11ee-a12e-be93159e9ec9': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:39,035,804, str:3,531,534 +Null/Empty: null:39,035,804, empty_str:37,392 +String length avg: 17.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '∘': 26 (0.0%) + 'Verified Seller': 25 (0.0%) + 'Verified': 19 (0.0%) + 'Still IN:goldennut18:': 14 (0.0%) + ':fmv_level12: Sapling': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:38,353,506, str:4,213,832 +Null/Empty: null:38,353,506, empty_str:1 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'dark': 3,021,970 (71.7%) + 'light': 1,191,861 (28.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:0 (0.0%), false:42,567,338 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 42,567,338/42,567,338 (100.0%) +Types: list:42,567,338 +Null/Empty: empty_arr:42,567,338 + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:42,567,338 +Null/Empty: null:42,567,338 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:42,567,338 +Null/Empty: null:42,567,338 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:0 (0.0%), false:42,567,338 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:0 (0.0%), false:42,567,338 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:42,566,725, str:613 +Null/Empty: null:42,566,725 +String length avg: 14.0 +Unique strings tracked: 2 +String values distribution: + 'diy_and_crafts': 603 (98.4%) + 'entertainment': 10 (1.6%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:0 (0.0%), false:42,567,338 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:42,404,802, list:162,536 +Null/Empty: null:42,404,802 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:8,863 (0.0%), false:42,558,475 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 42,567,338/42,567,338 (100.0%) +Types: int:42,567,338 +Numeric values: 42,567,338 total +Numeric range: min:1,761,955,200, max:1,764,547,199, avg:1763248209.9 +Numeric std dev: 742790.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 42,567,338/42,567,338 (100.0%) +Types: int:42,567,338 +Numeric values: 42,567,338 total +Numeric range: min:1,761,955,200, max:1,764,547,199, avg:1763248209.9 +Numeric std dev: 742790.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:42,567,338 +Null/Empty: null:42,567,338 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:42,508,396, str:58,942 +Null/Empty: null:42,508,396 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 58,820 (99.8%) + 'admin': 122 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 42,567,338/42,567,338 (100.0%) +Types: str:42,567,338 +Null/Empty: empty_str:1,308,794 +String length avg: 12.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 824 (0.0%) + 'reddit.com': 423 (0.0%) + 'redgifs.com': 148 (0.0%) + 'v.redd.it': 80 (0.0%) + 'self.chessquiz': 36 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 42,567,338/42,567,338 (100.0%) +Types: int:42,567,338 +Numeric values: 42,567,338 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 42,567,338 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,537,013, int:30,325 +Booleans: true:0 (0.0%), false:42,537,013 (100.0%) +Numeric values: 30,325 total +Numeric range: min:1,761,961,595, max:1,764,615,621, avg:1762416528.9 +Numeric std dev: 554195.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 42,567,338/42,567,338 (100.0%) +Types: int:42,567,338 +Numeric values: 42,567,338 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 42,567,338 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 42,567,338/42,567,338 (100.0%) +Types: dict:42,567,338 +Null/Empty: empty_obj:42,567,338 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:0 (0.0%), false:42,567,338 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:333,472 (0.8%), false:42,233,866 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 42,567,338/42,567,338 (100.0%) +Types: str:42,567,338 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1ola2pk': 1 (0.0%) + '1ola2pm': 1 (0.0%) + '1ola2pn': 1 (0.0%) + '1ola2po': 1 (0.0%) + '1ola2pp': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:389,671 (0.9%), false:42,177,667 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:35,228,404 (82.8%), false:7,338,934 (17.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:0 (0.0%), false:42,567,338 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:251,131 (0.6%), false:42,316,207 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:14,346,300 (33.7%), false:28,221,038 (66.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:35,596,085 (83.6%), false:6,971,253 (16.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:16,087,208 (37.8%), false:26,480,130 (62.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:1,328,430 (3.1%), false:41,238,908 (96.9%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:42,567,338 +Null/Empty: null:42,567,338 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 42,567,338/42,567,338 (100.0%) +Types: str:42,026,582, NoneType:540,756 +Null/Empty: null:540,756, empty_str:23,422,312 +String length avg: 7.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 308 (0.0%) + '#0079d3': 242 (0.0%) + '#ea0027': 234 (0.0%) + '#ffd635': 165 (0.0%) + '#46d160': 149 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:22,885,480, str:19,681,858 +Null/Empty: null:22,885,480, empty_str:16,223,808 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 195 (0.0%) + 'male': 159 (0.0%) + 'question': 104 (0.0%) + 'blue': 53 (0.0%) + 'Discussion': 51 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 42,567,338/42,567,338 (100.0%) +Types: list:42,567,338 +Null/Empty: empty_arr:33,897,431 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:22,205,789, str:20,361,549 +Null/Empty: null:22,205,789, empty_str:1,415 +String length avg: 12.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 59 (0.0%) + 'Question': 31 (0.0%) + 'M4F': 25 (0.0%) + 'F4M': 19 (0.0%) + 'Difficulty: Medium': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 42,567,338/42,567,338 (100.0%) +Types: str:41,829,249, NoneType:738,089 +Null/Empty: null:738,089 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 32,943,946 (78.8%) + 'light': 8,885,303 (21.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 42,567,338/42,567,338 (100.0%) +Types: str:42,567,338 +String length avg: 4.8 +Unique strings tracked: 2 +String values distribution: + 'text': 33,897,431 (79.6%) + 'richtext': 8,669,907 (20.4%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:2,309,638 (5.4%), false:40,257,700 (94.6%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:38,204,875, dict:4,362,463 +Null/Empty: null:38,204,875 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 42,567,338/42,567,338 (100.0%) +Types: dict:42,567,338 +Null/Empty: empty_obj:41,884,414 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:1,926 (0.0%), false:42,565,412 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:42,567,338 +Null/Empty: null:42,567,338 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:42,567,338 +Null/Empty: null:42,567,338 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:42,567,338 +Null/Empty: null:42,567,338 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 42,567,338/42,567,338 (100.0%) +Types: list:42,567,338 +Null/Empty: empty_arr:42,567,338 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 42,567,338/42,567,338 (100.0%) +Types: str:42,567,338 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1ola2pk': 1 (0.0%) + 't3_1ola2pm': 1 (0.0%) + 't3_1ola2pn': 1 (0.0%) + 't3_1ola2po': 1 (0.0%) + 't3_1ola2pp': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:35,917,895 (84.4%), false:6,649,443 (15.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 42,567,338/42,567,338 (100.0%) +Types: int:42,567,338 +Numeric values: 42,567,338 total +Numeric range: min:0, max:57,328, avg:6.2 +Numeric std dev: 54.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 42,567,338/42,567,338 (100.0%) +Types: int:42,567,338 +Numeric values: 42,567,338 total +Numeric range: min:0, max:201, avg:0.1 +Numeric std dev: 0.4 +Unique numbers tracked: 93 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:42,567,338 +Null/Empty: null:42,567,338 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:19,013,810 (44.7%), false:23,553,528 (55.3%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 42,567,338/42,567,338 (100.0%) +Types: str:42,567,338 +String length avg: 66.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/yunggravy/comments/1ola2pk/does_anyone_know_if_...': 1 (0.0%) + '/r/BotBouncer/comments/1ola2pm/overview_for_felici...': 1 (0.0%) + '/r/OFLocator/comments/1ola2pn/hot_right_now_itslex...': 1 (0.0%) + '/r/dirtyr4r/comments/1ola2po/28_m4a_hungary_online...': 1 (0.0%) + '/r/every15min/comments/1ola2pp/currently_its_octob...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:0 (0.0%), false:42,567,338 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:23,257,811, int:19,309,527 +Null/Empty: null:23,257,811 +Numeric values: 19,309,527 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 17,222,855 (89.2%) + 7: 2,086,159 (10.8%) + 1: 513 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:614 (0.0%), false:42,566,724 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:42,555,837, str:11,501 +Null/Empty: null:42,555,837 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 11,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:42,567,338 +Null/Empty: null:42,567,338 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:35,658,467, str:6,908,871 +Null/Empty: null:35,658,467 +String length avg: 8.5 +Unique strings tracked: 9 +String values distribution: + 'reddit': 3,075,157 (44.5%) + 'moderator': 2,323,079 (33.6%) + 'automod_filtered': 956,126 (13.8%) + 'deleted': 541,005 (7.8%) + 'content_takedown': 10,467 (0.2%) + 'author': 3,030 (0.0%) + 'copyright_takedown': 4 (0.0%) + 'community_ops': 2 (0.0%) + 'anti_evil_ops': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:42,567,338 +Null/Empty: null:42,567,338 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 42,567,338/42,567,338 (100.0%) +Types: int:42,567,338 +Numeric values: 42,567,338 total +Numeric range: min:1,761,955,214, max:1,764,667,812, avg:1763249486.0 +Numeric std dev: 741637.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:0 (0.0%), false:42,567,338 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 42,567,338/42,567,338 (100.0%) +Types: int:42,567,338 +Numeric values: 42,567,338 total +Numeric range: min:0, max:242,068, avg:39.4 +Numeric std dev: 494.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:38,204,875, dict:4,362,463 +Null/Empty: null:38,204,875 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 42,567,338/42,567,338 (100.0%) +Types: dict:42,567,338 +Null/Empty: empty_obj:41,884,414 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 42,567,338/42,567,338 (100.0%) +Types: str:42,567,338 +Null/Empty: empty_str:22,838,969 +String length avg: 434.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 175 (0.0%) + '[deleted]': 16 (0.0%) + 'In most depictions in the modern era, orcs are pic...': 6 (0.0%) + 'Use this thread to ask anything at all!': 4 (0.0%) + 'I’ve been trying to level up my daily routine, and...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:41,296,013 (97.0%), false:1,271,325 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:398,183 (0.9%), false:42,169,155 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:105,153 (0.2%), false:42,462,185 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 42,567,338/42,567,338 (100.0%) +Types: str:42,567,338 +String length avg: 12.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'chessquiz': 14 (0.0%) + 'nonutnovember': 12 (0.0%) + 'opinionWarsDev': 10 (0.0%) + 'GOONED': 8 (0.0%) + 'SwordAndSupperGame': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 42,567,338/42,567,338 (100.0%) +Types: str:42,567,338 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_cq5nge': 14 (0.0%) + 't5_3pnv2': 12 (0.0%) + 't5_cztixg': 10 (0.0%) + 't5_10pwqg': 8 (0.0%) + 't5_eimoap': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 42,567,338/42,567,338 (100.0%) +Types: str:42,567,338 +String length avg: 14.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/chessquiz': 14 (0.0%) + 'r/nonutnovember': 12 (0.0%) + 'r/opinionWarsDev': 10 (0.0%) + 'r/GOONED': 8 (0.0%) + 'r/SwordAndSupperGame': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 42,567,338/42,567,338 (100.0%) +Types: int:42,567,338 +Numeric values: 42,567,338 total +Numeric range: min:-666, max:66,842,550, avg:707279.1 +Numeric std dev: 3975840.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 42,567,338/42,567,338 (100.0%) +Types: str:42,567,338 +String length avg: 6.0 +Unique strings tracked: 3 +String values distribution: + 'public': 39,381,558 (92.5%) + 'user': 1,912,616 (4.5%) + 'restricted': 1,273,164 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:34,319,295, str:8,248,043 +Null/Empty: null:34,319,295 +String length avg: 4.8 +Unique strings tracked: 8 +String values distribution: + 'confidence': 2,292,623 (27.8%) + 'new': 2,130,150 (25.8%) + 'qa': 1,946,951 (23.6%) + 'top': 1,056,363 (12.8%) + 'old': 734,371 (8.9%) + 'controversial': 52,120 (0.6%) + 'live': 29,076 (0.4%) + 'random': 6,389 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 42,567,338/42,567,338 (100.0%) +Types: str:42,126,296, NoneType:441,042 +Null/Empty: null:441,042, empty_str:559 +String length avg: 16.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 3,090 (0.0%) + 'self': 1,690 (0.0%) + 'default': 1,003 (0.0%) + 'image': 61 (0.0%) + 'spoiler': 33 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 42,567,338/42,567,338 (100.0%) +Types: str:42,567,338 +String length avg: 45.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Find the best position in 2 moves': 9 (0.0%) + '[ Removed by moderator ]': 8 (0.0%) + 'Daily Puzzle 11-1-2025': 8 (0.0%) + '[Futa4F] Filthy Orcs Enjoying Disgusting and Destr...': 6 (0.0%) + 'I'm your Halloween feet queen 🎃': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:42,567,338 +Null/Empty: null:42,567,338 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 42,567,338/42,567,338 (100.0%) +Types: int:42,567,338 +Numeric values: 42,567,338 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 42,567,338 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 42,567,338/42,567,338 (100.0%) +Types: list:42,567,338 +Null/Empty: empty_arr:42,567,338 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 42,567,338/42,567,338 (100.0%) +Types: int:42,567,338 +Numeric values: 42,567,338 total +Numeric range: min:0, max:242,068, avg:39.4 +Numeric std dev: 494.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 42,567,338/42,567,338 (100.0%) +Types: int:26,882,219, float:15,685,119 +Numeric values: 42,567,338 total +Numeric range: min:0, max:1, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 42,567,338/42,567,338 (100.0%) +Types: str:42,567,338 +Null/Empty: empty_str:592,183 +String length avg: 60.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/joyfulbitterheterodo...': 3 (0.0%) + 'https://www.redgifs.com/watch/whoppinglightgoldenr...': 2 (0.0%) + 'https://i.redd.it/8y6y1axedjyf1.png': 2 (0.0%) + 'https://v.redd.it/qj2fccdadjyf1': 2 (0.0%) + 'https://youtu.be/6poyEtBeo_4': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 42,567,338/42,567,338 (100.0%) +Types: list:42,567,338 +Null/Empty: empty_arr:42,567,338 + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:42,567,338 +Null/Empty: null:42,567,338 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 42,567,338/42,567,338 (100.0%) +Types: bool:42,567,338 +Booleans: true:0 (0.0%), false:42,567,338 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 42,567,338/42,567,338 (100.0%) +Types: NoneType:23,257,811, int:19,309,527 +Null/Empty: null:23,257,811 +Numeric values: 19,309,527 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 17,222,855 (89.2%) + 7: 2,086,159 (10.8%) + 1: 513 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 42,129,950/42,567,338 (99.0%) +Types: NoneType:31,861,895, int:10,268,055 +Null/Empty: null:31,861,895 +Numeric values: 10,268,055 total +Numeric range: min:1, max:140, avg:125.2 +Numeric std dev: 25.3 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 42,129,950/42,567,338 (99.0%) +Types: NoneType:31,861,895, int:10,268,055 +Null/Empty: null:31,861,895 +Numeric values: 10,268,055 total +Numeric range: min:1, max:140, avg:139.9 +Numeric std dev: 2.2 +Unique numbers tracked: 68 + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 42,111,699/42,567,338 (98.9%) +Types: dict:42,111,699 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 41,965,337/42,567,338 (98.6%) +Types: list:41,965,337 +Null/Empty: empty_arr:40,004,457 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 41,965,337/42,567,338 (98.6%) +Types: str:41,965,337 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 40,004,457 (95.3%) + 'richtext': 1,960,880 (4.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 41,965,337/42,567,338 (98.6%) +Types: str:41,965,337 +String length avg: 11.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 22 (0.0%) + 't2_1jz8ks85c8': 14 (0.0%) + 't2_1m0eu0dtzh': 10 (0.0%) + 't2_1be6i06blb': 9 (0.0%) + 't2_1ef15rnaq2': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 41,965,337/42,567,338 (98.6%) +Types: bool:41,965,337 +Booleans: true:0 (0.0%), false:41,965,337 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 41,965,337/42,567,338 (98.6%) +Types: bool:41,965,337 +Booleans: true:363,611 (0.9%), false:41,601,726 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 26,481,318/42,567,338 (62.2%) +Types: str:26,481,318 +Null/Empty: empty_str:361,058 +String length avg: 43.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/joyfulbitterheterodo...': 5 (0.0%) + 'https://i.redd.it/tswjy3mx3iyf1.png': 3 (0.0%) + 'https://i.redd.it/bnjhdjabdjyf1.jpeg': 3 (0.0%) + 'https://www.redgifs.com/watch/whoppinglightgoldenr...': 2 (0.0%) + 'https://i.redd.it/8y6y1axedjyf1.png': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 19,917,515/42,567,338 (46.8%) +Types: str:19,917,515 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ae5742ec-0042-11f0-b879-8ae89ff69706': 12 (0.0%) + '9f4ef1f0-0042-11f0-afbf-bebed44f7b60': 9 (0.0%) + '905d3a3e-ad3e-11ed-afc4-ea7eaf7b4800': 8 (0.0%) + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 8 (0.0%) + 'd897238a-545a-11eb-8db1-0e23163a9deb': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 18,717,861/42,567,338 (44.0%) +Types: dict:18,717,861 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 15,971,369/42,567,338 (37.5%) +Types: str:15,971,369 +String length avg: 5.7 +Unique strings tracked: 7 +String values distribution: + 'image': 12,886,265 (80.7%) + 'hosted:video': 1,296,650 (8.1%) + 'link': 996,031 (6.2%) + 'rich:video': 665,288 (4.2%) + 'self': 117,011 (0.7%) + 'gallery': 10,113 (0.1%) + 'video': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 5,618,085/42,567,338 (13.2%) +Types: dict:4,936,607, NoneType:681,478 +Null/Empty: null:681,478, empty_obj:25 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 5,156,744/42,567,338 (12.1%) +Types: dict:4,549,768, NoneType:606,976 +Null/Empty: null:606,976 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 5,156,744/42,567,338 (12.1%) +Types: bool:5,156,744 +Booleans: true:5,156,744 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 2,934,671/42,567,338 (6.9%) +Types: str:2,934,671 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1ola2ky': 14 (0.0%) + 't3_1ok5ll4': 10 (0.0%) + 't3_1ola5es': 10 (0.0%) + 't3_1ola0w6': 9 (0.0%) + 't3_1ola6bu': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 2,934,671/42,567,338 (6.9%) +Types: list:2,934,671 +Null/Empty: empty_arr:1,298 + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 2,730,170/42,567,338 (6.4%) +Types: bool:2,689,922, dict:37,198, NoneType:3,050 +Null/Empty: null:3,050 +Booleans: true:0 (0.0%), false:2,689,922 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 389,671/42,567,338 (0.9%) +Types: NoneType:389,671 +Null/Empty: null:389,671 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 389,671/42,567,338 (0.9%) +Types: NoneType:389,671 +Null/Empty: null:389,671 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 389,671/42,567,338 (0.9%) +Types: NoneType:367,845, str:21,826 +Null/Empty: null:367,845 +String length avg: 81.3 +Unique strings tracked: 615 +Top 5 string values: + 'Side-effects include nausea, vomiting, and diarrhe...': 15,166 (69.5%) + 'This is the supplementary text for the post.': 1,470 (6.7%) + 'See here for Important Safety Information for Ro S...': 310 (1.4%) + 'See [Med Guide](https://bit.ly/Auvelity-MG) includ...': 302 (1.4%) + 'Click [here](https://www.twirla.com/wp-content/upl...': 278 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 389,671/42,567,338 (0.9%) +Types: NoneType:389,671 +Null/Empty: null:389,671 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 389,671/42,567,338 (0.9%) +Types: NoneType:389,671 +Null/Empty: null:389,671 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 389,671/42,567,338 (0.9%) +Types: NoneType:389,671 +Null/Empty: null:389,671 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 389,671/42,567,338 (0.9%) +Types: NoneType:389,671 +Null/Empty: null:389,671 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 389,671/42,567,338 (0.9%) +Types: str:389,355, NoneType:316 +Null/Empty: null:316 +String length avg: 11.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_tnjwypik': 1,410 (0.4%) + 't2_jyms1ejh': 1,205 (0.3%) + 't2_1cye7dga9x': 851 (0.2%) + 't2_nhpcb6la9': 415 (0.1%) + 't2_n0ptitrg': 264 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 389,671/42,567,338 (0.9%) +Types: NoneType:389,671 +Null/Empty: null:389,671 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 389,671/42,567,338 (0.9%) +Types: str:231,566, NoneType:158,105 +Null/Empty: null:158,105 +String length avg: 15.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[TEST] 2-1/4" Round Button': 376 (0.2%) + 'easyhireapp.com': 326 (0.1%) + 'google.com': 316 (0.1%) + 'store.steampowered.com': 220 (0.1%) + 'apps.apple.com': 208 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 389,671/42,567,338 (0.9%) +Types: NoneType:389,663, str:8 +Null/Empty: null:389,663 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 8 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 389,671/42,567,338 (0.9%) +Types: NoneType:389,663, str:8 +Null/Empty: null:389,663 +String length avg: 58.0 +Unique strings tracked: 6 +String values distribution: + 'https://www.youtube.com/watch?v=ybMhTlj-l5s': 2 (25.0%) + 'https://assemblycoffee.co.uk/products/assembly-hou...': 2 (25.0%) + 'https://www.youtube.com/watch?v=z1bRlnyQeDk': 1 (12.5%) + 'https://www.youtube.com/watch?v=30zEQkVPCFM': 1 (12.5%) + 'https://flow-computing.com/technology?utm_source=r...': 1 (12.5%) + 'https://www.youtube.com/watch?v=cjZvFY6__qw': 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 389,671/42,567,338 (0.9%) +Types: list:389,671 +Null/Empty: empty_arr:389,671 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 389,671/42,567,338 (0.9%) +Types: list:389,671 +Null/Empty: empty_arr:389,671 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 389,671/42,567,338 (0.9%) +Types: str:389,671 +String length avg: 95.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit.com': 544 (0.1%) + 'https://sharedread.myshopify.com/products/test-2-1...': 137 (0.0%) + 'https://google.com': 120 (0.0%) + 'https://www.google.com/': 68 (0.0%) + 'https://www.sanchez-byrd.com/foo/bar/long/url': 51 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 389,671/42,567,338 (0.9%) +Types: NoneType:389,671 +Null/Empty: null:389,671 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 389,671/42,567,338 (0.9%) +Types: NoneType:389,671 +Null/Empty: null:389,671 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 389,671/42,567,338 (0.9%) +Types: bool:389,671 +Booleans: true:0 (0.0%), false:389,671 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 389,671/42,567,338 (0.9%) +Types: bool:389,671 +Booleans: true:0 (0.0%), false:389,671 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 389,671/42,567,338 (0.9%) +Types: str:389,671 +Null/Empty: empty_str:211,077 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/pZ_qExnIqbnx...': 234 (0.1%) + 'https://reddit-image.s3.amazonaws.com/xHeBlz7UnvBn...': 199 (0.1%) + 'https://reddit-image.s3.amazonaws.com/SIdbMP6GL7VH...': 60 (0.0%) + 'https://reddit-image.s3.amazonaws.com/7oopxxxlWOm7...': 58 (0.0%) + 'https://reddit-image.s3.amazonaws.com/Zc1iNYH8MKAG...': 51 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 389,671/42,567,338 (0.9%) +Types: NoneType:389,671 +Null/Empty: null:389,671 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 389,671/42,567,338 (0.9%) +Types: dict:389,671 +Null/Empty: empty_obj:389,671 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 389,671/42,567,338 (0.9%) +Types: NoneType:389,671 +Null/Empty: null:389,671 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 389,671/42,567,338 (0.9%) +Types: list:389,671 +Null/Empty: empty_arr:389,671 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 389,671/42,567,338 (0.9%) +Types: NoneType:389,622, str:49 +Null/Empty: null:389,622 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 49 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 389,671/42,567,338 (0.9%) +Types: bool:389,671 +Booleans: true:0 (0.0%), false:389,671 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 389,671/42,567,338 (0.9%) +Types: NoneType:389,671 +Null/Empty: null:389,671 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 389,671/42,567,338 (0.9%) +Types: NoneType:389,671 +Null/Empty: null:389,671 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 389,671/42,567,338 (0.9%) +Types: NoneType:389,671 +Null/Empty: null:389,671 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 389,671/42,567,338 (0.9%) +Types: bool:389,671 +Booleans: true:389,671 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 389,671/42,567,338 (0.9%) +Types: NoneType:389,671 +Null/Empty: null:389,671 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 389,671/42,567,338 (0.9%) +Types: list:389,671 +Null/Empty: empty_arr:389,671 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 389,671/42,567,338 (0.9%) +Types: NoneType:389,671 +Null/Empty: null:389,671 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 389,671/42,567,338 (0.9%) +Types: NoneType:389,671 +Null/Empty: null:389,671 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 333,034/42,567,338 (0.8%) +Types: str:333,034 +String length avg: 8.7 +Unique strings tracked: 23 +Top 5 string values: + 'Shop Now': 87,593 (26.3%) + 'Learn More': 84,006 (25.2%) + 'Download': 37,200 (11.2%) + 'Sign Up': 30,527 (9.2%) + 'View More': 20,238 (6.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 120,858/42,567,338 (0.3%) +Types: bool:120,858 +Booleans: true:120,858 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 12,115/42,567,338 (0.0%) +Types: str:12,115 +String length avg: 5.8 +Unique strings tracked: 133 +Top 5 string values: + '$0.50': 5,616 (46.4%) + '$100.00': 2,908 (24.0%) + '$16.50': 2,270 (18.7%) + '$34.99': 161 (1.3%) + '$1499.99': 148 (1.2%) + +================================================================================ + +================================================================================ +FILE: RS_2025-12.jsonl +Analysis Time: 2026-01-17 13:27:32 +================================================================================ +Processed lines: 42,861,083 +Total unique fields: 152 +Max unique values tracked per field: 1,000 +Sample size: 42,861,083 lines +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: all_awardings Occurrence: 42,861,083/42,861,083 (100.0%) +Types: list:42,861,083 +Null/Empty: empty_arr:42,861,083 + +──────────────────────────────────────────────────────────── +FIELD: allow_live_comments Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:4 (0.0%), false:42,861,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:42,861,083 +Null/Empty: null:42,861,083 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:42,861,083 +Null/Empty: null:42,861,083 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:0 (0.0%), false:42,861,083 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 42,861,083/42,861,083 (100.0%) +Types: str:42,861,083 +String length avg: 13.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AutoModerator': 22 (0.0%) + 'sections-game': 9 (0.0%) + 'collocation-game': 9 (0.0%) + 'basketball-app': 8 (0.0%) + 'Fabulous_Bluejay4221': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:39,008,188, str:3,852,895 +Null/Empty: null:39,008,188, empty_str:1,043,429 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 1,604 (0.1%) + '#dadada': 514 (0.0%) + '#ea0027': 261 (0.0%) + '#0079d3': 185 (0.0%) + '#46d160': 163 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:41,843,968, str:1,017,115 +Null/Empty: null:41,843,968 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 116 (0.0%) + 'level-3': 95 (0.0%) + 'team-harmony': 82 (0.0%) + 'vs': 77 (0.0%) + 'level-2': 77 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:39,894,154, str:2,966,929 +Null/Empty: null:39,894,154 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6dde4c66-7924-11ee-be2a-46124de7bb46': 44 (0.0%) + '0acc2b3e-182a-11ea-9c4f-0ee0463a66ed': 22 (0.0%) + 'd479911a-ee96-11e8-a1e5-0e928c379f44': 21 (0.0%) + 'b54d8de2-6c35-11e9-924d-122677b24742': 13 (0.0%) + '14cf617e-3d38-11ed-b18c-76c17742cc0a': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:39,283,086, str:3,577,997 +Null/Empty: null:39,283,086, empty_str:36,091 +String length avg: 17.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '∘': 38 (0.0%) + 'Still IN:goldennut18:': 21 (0.0%) + 'Level 2 - Sketch': 20 (0.0%) + 'Verified Seller': 17 (0.0%) + 'FC: Trainer name: ': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:38,686,806, str:4,174,277 +Null/Empty: null:38,686,806 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'dark': 3,048,688 (73.0%) + 'light': 1,125,589 (27.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_is_blocked Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:0 (0.0%), false:42,861,083 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: awarders Occurrence: 42,861,083/42,861,083 (100.0%) +Types: list:42,861,083 +Null/Empty: empty_arr:42,861,083 + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:42,861,083 +Null/Empty: null:42,861,083 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:42,861,083 +Null/Empty: null:42,861,083 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:0 (0.0%), false:42,861,083 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:0 (0.0%), false:42,861,083 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:42,860,239, str:844 +Null/Empty: null:42,860,239 +String length avg: 14.0 +Unique strings tracked: 2 +String values distribution: + 'diy_and_crafts': 838 (99.3%) + 'entertainment': 6 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:0 (0.0%), false:42,861,083 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:42,674,212, list:186,871 +Null/Empty: null:42,674,212 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:10,014 (0.0%), false:42,851,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 42,861,083/42,861,083 (100.0%) +Types: int:42,861,083 +Numeric values: 42,861,083 total +Numeric range: min:1,764,547,200, max:1,767,225,599, avg:1765873993.0 +Numeric std dev: 777881.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 42,861,083/42,861,083 (100.0%) +Types: int:42,861,083 +Numeric values: 42,861,083 total +Numeric range: min:1,764,547,200, max:1,767,225,599, avg:1765873993.0 +Numeric std dev: 777881.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: discussion_type Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:42,861,083 +Null/Empty: null:42,861,083 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:42,800,142, str:60,941 +Null/Empty: null:42,800,142 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 60,796 (99.8%) + 'admin': 145 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 42,861,083/42,861,083 (100.0%) +Types: str:42,861,083 +Null/Empty: empty_str:1,252,053 +String length avg: 12.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 758 (0.0%) + 'reddit.com': 350 (0.0%) + 'redgifs.com': 124 (0.0%) + 'v.redd.it': 48 (0.0%) + 'self.JerkOffChat': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 42,861,083/42,861,083 (100.0%) +Types: int:42,861,083 +Numeric values: 42,861,083 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 42,861,083 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,843,415, int:17,668 +Booleans: true:0 (0.0%), false:42,843,415 (100.0%) +Numeric values: 17,668 total +Numeric range: min:1,764,548,235, max:1,767,327,246, avg:1765476788.4 +Numeric std dev: 382844.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 42,861,083/42,861,083 (100.0%) +Types: int:42,861,083 +Numeric values: 42,861,083 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 42,861,083 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 42,861,083/42,861,083 (100.0%) +Types: dict:42,861,083 +Null/Empty: empty_obj:42,861,083 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:0 (0.0%), false:42,861,083 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:1,809,367 (4.2%), false:41,051,716 (95.8%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 42,861,083/42,861,083 (100.0%) +Types: str:42,861,083 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1paxld3': 1 (0.0%) + '1paxld5': 1 (0.0%) + '1paxld8': 1 (0.0%) + '1paxld9': 1 (0.0%) + '1paxlda': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_created_from_ads_ui Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:313,024 (0.7%), false:42,548,059 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:35,701,374 (83.3%), false:7,159,709 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:0 (0.0%), false:42,861,083 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:254,397 (0.6%), false:42,606,686 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:14,679,379 (34.2%), false:28,181,704 (65.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:36,036,689 (84.1%), false:6,824,394 (15.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:15,929,849 (37.2%), false:26,931,234 (62.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:1,332,874 (3.1%), false:41,528,209 (96.9%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:42,861,083 +Null/Empty: null:42,861,083 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 42,861,083/42,861,083 (100.0%) +Types: str:42,322,968, NoneType:538,115 +Null/Empty: null:538,115, empty_str:23,635,791 +String length avg: 7.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#dadada': 345 (0.0%) + '#ea0027': 267 (0.0%) + '#0079d3': 235 (0.0%) + '#ffd635': 201 (0.0%) + 'transparent': 158 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:23,126,880, str:19,734,203 +Null/Empty: null:23,126,880, empty_str:16,337,927 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 215 (0.0%) + 'male': 145 (0.0%) + 'question': 124 (0.0%) + 'T5': 81 (0.0%) + 'blue': 70 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 42,861,083/42,861,083 (100.0%) +Types: list:42,861,083 +Null/Empty: empty_arr:34,092,875 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:22,450,265, str:20,410,818 +Null/Empty: null:22,450,265, empty_str:1,205 +String length avg: 11.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 65 (0.0%) + 'Question': 34 (0.0%) + 'M4F': 18 (0.0%) + '🎁 Raffles/Giveaways': 16 (0.0%) + 'MALE': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 42,861,083/42,861,083 (100.0%) +Types: str:42,056,950, NoneType:804,133 +Null/Empty: null:804,133 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'dark': 33,425,100 (79.5%) + 'light': 8,631,850 (20.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 42,861,083/42,861,083 (100.0%) +Types: str:42,861,083 +String length avg: 4.8 +Unique strings tracked: 2 +String values distribution: + 'text': 34,092,875 (79.5%) + 'richtext': 8,768,208 (20.5%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:2,351,988 (5.5%), false:40,509,095 (94.5%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:38,581,380, dict:4,279,703 +Null/Empty: null:38,581,380 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 42,861,083/42,861,083 (100.0%) +Types: dict:42,861,083 +Null/Empty: empty_obj:42,247,588 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:1,431 (0.0%), false:42,859,652 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:42,861,083 +Null/Empty: null:42,861,083 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:42,861,083 +Null/Empty: null:42,861,083 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:42,861,083 +Null/Empty: null:42,861,083 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 42,861,083/42,861,083 (100.0%) +Types: list:42,861,083 +Null/Empty: empty_arr:42,861,083 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 42,861,083/42,861,083 (100.0%) +Types: str:42,861,083 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1paxld3': 1 (0.0%) + 't3_1paxld5': 1 (0.0%) + 't3_1paxld8': 1 (0.0%) + 't3_1paxld9': 1 (0.0%) + 't3_1paxlda': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:36,860,386 (86.0%), false:6,000,697 (14.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 42,861,083/42,861,083 (100.0%) +Types: int:42,861,083 +Numeric values: 42,861,083 total +Numeric range: min:0, max:52,749, avg:6.2 +Numeric std dev: 53.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 42,861,083/42,861,083 (100.0%) +Types: int:42,861,083 +Numeric values: 42,861,083 total +Numeric range: min:0, max:172, avg:0.1 +Numeric std dev: 0.4 +Unique numbers tracked: 95 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:42,861,083 +Null/Empty: null:42,861,083 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:19,872,110 (46.4%), false:22,988,973 (53.6%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 42,861,083/42,861,083 (100.0%) +Types: str:42,861,083 +String length avg: 66.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Miso_Paradise/comments/1paxld3/serving_and_obey...': 1 (0.0%) + '/r/wankbattlesHentai/comments/1paxld5/my_toy_uokbl...': 1 (0.0%) + '/r/DirtySnapchat/comments/1paxld8/19_m4a_hey_from_...': 1 (0.0%) + '/r/NEET/comments/1paxld9/i_hate_that_i_relate_much...': 1 (0.0%) + '/r/OFLocator/comments/1paxlda/explore_hotgaypromo_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:0 (0.0%), false:42,861,083 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:23,869,328, int:18,991,755 +Null/Empty: null:23,869,328 +Numeric values: 18,991,755 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 16,947,996 (89.2%) + 7: 2,043,176 (10.8%) + 1: 583 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:684 (0.0%), false:42,860,399 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:42,850,313, str:10,770 +Null/Empty: null:42,850,313 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 10,770 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed_by Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:42,861,083 +Null/Empty: null:42,861,083 + +──────────────────────────────────────────────────────────── +FIELD: removed_by_category Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:36,054,518, str:6,806,565 +Null/Empty: null:36,054,518 +String length avg: 8.5 +Unique strings tracked: 7 +String values distribution: + 'reddit': 3,143,277 (46.2%) + 'moderator': 2,235,484 (32.8%) + 'automod_filtered': 977,475 (14.4%) + 'deleted': 437,156 (6.4%) + 'content_takedown': 10,182 (0.1%) + 'author': 2,990 (0.0%) + 'community_ops': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:42,861,083 +Null/Empty: null:42,861,083 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 42,861,083/42,861,083 (100.0%) +Types: int:42,861,083 +Numeric values: 42,861,083 total +Numeric range: min:1,764,547,215, max:1,767,350,037, avg:1765874350.0 +Numeric std dev: 777788.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:0 (0.0%), false:42,861,083 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 42,861,083/42,861,083 (100.0%) +Types: int:42,861,083 +Numeric values: 42,861,083 total +Numeric range: min:0, max:274,573, avg:38.2 +Numeric std dev: 466.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:38,581,380, dict:4,279,703 +Null/Empty: null:38,581,380 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 42,861,083/42,861,083 (100.0%) +Types: dict:42,861,083 +Null/Empty: empty_obj:42,247,588 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 42,861,083/42,861,083 (100.0%) +Types: str:42,861,083 +Null/Empty: empty_str:23,211,813 +String length avg: 452.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 157 (0.0%) + 'If you’re new to the community, introduce yourself...': 6 (0.0%) + '[deleted]': 5 (0.0%) + 'i like crow': 3 (0.0%) + 'Is Temu Legit? + +Yes, it is! Temu's prices and prod...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:41,858,557 (97.7%), false:1,002,526 (2.3%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:399,570 (0.9%), false:42,461,513 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:109,848 (0.3%), false:42,751,235 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 42,861,083/42,861,083 (100.0%) +Types: str:42,861,083 +String length avg: 12.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'JerkOffChat': 9 (0.0%) + 'nonutnovember': 9 (0.0%) + 'collocationgame': 9 (0.0%) + 'FastSexting': 8 (0.0%) + 'PokemonGoRaids': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 42,861,083/42,861,083 (100.0%) +Types: str:42,861,083 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_5l3176': 9 (0.0%) + 't5_3pnv2': 9 (0.0%) + 't5_d1zxzq': 9 (0.0%) + 't5_ci0ctg': 8 (0.0%) + 't5_3m7q3': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 42,861,083/42,861,083 (100.0%) +Types: str:42,861,083 +String length avg: 14.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/JerkOffChat': 9 (0.0%) + 'r/nonutnovember': 9 (0.0%) + 'r/collocationgame': 9 (0.0%) + 'r/FastSexting': 8 (0.0%) + 'r/PokemonGoRaids': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 42,861,083/42,861,083 (100.0%) +Types: int:42,861,083 +Numeric values: 42,861,083 total +Numeric range: min:-666, max:66,915,176, avg:725313.1 +Numeric std dev: 4063603.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 42,861,083/42,861,083 (100.0%) +Types: str:42,861,083 +String length avg: 6.0 +Unique strings tracked: 3 +String values distribution: + 'public': 39,932,926 (93.2%) + 'user': 1,883,754 (4.4%) + 'restricted': 1,044,403 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:34,858,771, str:8,002,312 +Null/Empty: null:34,858,771 +String length avg: 4.7 +Unique strings tracked: 8 +String values distribution: + 'confidence': 2,149,814 (26.9%) + 'new': 2,147,587 (26.8%) + 'qa': 1,916,926 (24.0%) + 'top': 1,044,582 (13.1%) + 'old': 632,912 (7.9%) + 'controversial': 57,314 (0.7%) + 'live': 46,804 (0.6%) + 'random': 6,373 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 42,861,083/42,861,083 (100.0%) +Types: str:42,512,337, NoneType:348,746 +Null/Empty: null:348,746, empty_str:635 +String length avg: 16.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nsfw': 5,216 (0.0%) + 'self': 3,042 (0.0%) + 'default': 2,032 (0.0%) + 'image': 81 (0.0%) + 'spoiler': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 42,861,083/42,861,083 (100.0%) +Types: str:42,861,083 +String length avg: 46.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Daily Puzzle 12-1-2025': 10 (0.0%) + '[ Removed by moderator ]': 9 (0.0%) + '.': 5 (0.0%) + 'i like crow': 3 (0.0%) + '457265147647 DYNAMAX LUGIA. Deleting low levels so...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: top_awarded_type Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:42,861,083 +Null/Empty: null:42,861,083 + +──────────────────────────────────────────────────────────── +FIELD: total_awards_received Occurrence: 42,861,083/42,861,083 (100.0%) +Types: int:42,861,083 +Numeric values: 42,861,083 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 42,861,083 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: treatment_tags Occurrence: 42,861,083/42,861,083 (100.0%) +Types: list:42,861,083 +Null/Empty: empty_arr:42,861,083 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 42,861,083/42,861,083 (100.0%) +Types: int:42,861,083 +Numeric values: 42,861,083 total +Numeric range: min:0, max:274,573, avg:38.2 +Numeric std dev: 466.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: upvote_ratio Occurrence: 42,861,083/42,861,083 (100.0%) +Types: int:27,349,401, float:15,511,682 +Numeric values: 42,861,083 total +Numeric range: min:0, max:1, avg:0.9 +Numeric std dev: 0.2 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 42,861,083/42,861,083 (100.0%) +Types: str:42,861,083 +Null/Empty: empty_str:511,672 +String length avg: 60.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/infatuatedexcellentk...': 3 (0.0%) + 'https://www.redgifs.com/watch/shabbyresponsiblerac...': 3 (0.0%) + 'https://v3.redgifs.com/watch/necessarymerrywoodbor...': 2 (0.0%) + 'https://www.redgifs.com/watch/grotesqueutterneonre...': 2 (0.0%) + 'https://i.redd.it/xgqdoqmfpg4g1.jpeg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 42,861,083/42,861,083 (100.0%) +Types: list:42,861,083 +Null/Empty: empty_arr:42,861,083 + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:42,861,083 +Null/Empty: null:42,861,083 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 42,861,083/42,861,083 (100.0%) +Types: bool:42,861,083 +Booleans: true:0 (0.0%), false:42,861,083 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 42,861,083/42,861,083 (100.0%) +Types: NoneType:23,869,328, int:18,991,755 +Null/Empty: null:23,869,328 +Numeric values: 18,991,755 total +Numeric range: min:1, max:7, avg:6.1 +Numeric std dev: 0.3 +Unique numbers tracked: 3 +Numeric values distribution: + 6: 16,947,996 (89.2%) + 7: 2,043,176 (10.8%) + 1: 583 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 42,515,927/42,861,083 (99.2%) +Types: NoneType:32,434,558, int:10,081,369 +Null/Empty: null:32,434,558 +Numeric values: 10,081,369 total +Numeric range: min:1, max:140, avg:125.5 +Numeric std dev: 25.1 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 42,515,927/42,861,083 (99.2%) +Types: NoneType:32,434,558, int:10,081,369 +Null/Empty: null:32,434,558 +Numeric values: 10,081,369 total +Numeric range: min:1, max:140, avg:140.0 +Numeric std dev: 1.8 +Unique numbers tracked: 69 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 42,344,573/42,861,083 (98.8%) +Types: list:42,344,573 +Null/Empty: empty_arr:40,340,024 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 42,344,573/42,861,083 (98.8%) +Types: str:42,344,573 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 40,340,024 (95.3%) + 'richtext': 2,004,549 (4.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 42,344,573/42,861,083 (98.8%) +Types: str:42,344,573 +String length avg: 12.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6l4z3': 23 (0.0%) + 't2_1be6i06blb': 9 (0.0%) + 't2_1ef15rnaq2': 9 (0.0%) + 't2_1cpd9d964r': 8 (0.0%) + 't2_cx47giy5': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 42,344,573/42,861,083 (98.8%) +Types: bool:42,344,573 +Booleans: true:0 (0.0%), false:42,344,573 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_premium Occurrence: 42,344,573/42,861,083 (98.8%) +Types: bool:42,344,573 +Booleans: true:407,703 (1.0%), false:41,936,870 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: _meta Occurrence: 41,042,319/42,861,083 (95.8%) +Types: dict:41,042,319 + +──────────────────────────────────────────────────────────── +FIELD: url_overridden_by_dest Occurrence: 26,932,230/42,861,083 (62.8%) +Types: str:26,932,230 +Null/Empty: empty_str:331,213 +String length avg: 43.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.redgifs.com/watch/shabbyresponsiblerac...': 5 (0.0%) + 'https://v3.redgifs.com/watch/validantiqueislandwhi...': 4 (0.0%) + 'https://www.redgifs.com/watch/infatuatedexcellentk...': 3 (0.0%) + 'https://www.redgifs.com/watch/grotesqueutterneonre...': 3 (0.0%) + 'https://www.heydude.com/collections/nhl-collection...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 19,976,979/42,861,083 (46.6%) +Types: str:19,976,979 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'a3c76b1e-afe2-11ea-af2d-0e13cf8c0443': 12 (0.0%) + '197f4168-9eb9-11f0-8c26-fe29817eeeb5': 12 (0.0%) + '1facc164-eb65-11e8-a742-0e7a326ec9ac': 10 (0.0%) + '9e4637c8-3116-11eb-aa21-0ef73ac967a5': 8 (0.0%) + 'c5558b56-2844-11ef-a886-d641c90f1317': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 18,914,366/42,861,083 (44.1%) +Types: dict:18,914,366 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 16,082,500/42,861,083 (37.5%) +Types: str:16,082,500 +String length avg: 5.7 +Unique strings tracked: 7 +String values distribution: + 'image': 13,226,127 (82.2%) + 'hosted:video': 1,305,188 (8.1%) + 'link': 834,756 (5.2%) + 'rich:video': 603,974 (3.8%) + 'self': 102,967 (0.6%) + 'gallery': 9,479 (0.1%) + 'video': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 5,825,451/42,861,083 (13.6%) +Types: dict:5,140,238, NoneType:685,213 +Null/Empty: null:685,213, empty_obj:18 + +──────────────────────────────────────────────────────────── +FIELD: gallery_data Occurrence: 5,341,309/42,861,083 (12.5%) +Types: dict:4,733,002, NoneType:608,307 +Null/Empty: null:608,307 + +──────────────────────────────────────────────────────────── +FIELD: is_gallery Occurrence: 5,341,309/42,861,083 (12.5%) +Types: bool:5,341,309 +Booleans: true:5,341,309 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 2,860,696/42,861,083 (6.7%) +Types: str:2,860,696 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1paxj38': 9 (0.0%) + 't3_1paxrmm': 8 (0.0%) + 't3_1paxneb': 6 (0.0%) + 't3_1paxll1': 6 (0.0%) + 't3_1paxrps': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 2,860,696/42,861,083 (6.7%) +Types: list:2,860,696 +Null/Empty: empty_arr:1,088 + +──────────────────────────────────────────────────────────── +FIELD: poll_data Occurrence: 2,623,572/42,861,083 (6.1%) +Types: bool:2,586,227, dict:34,642, NoneType:2,703 +Null/Empty: null:2,703 +Booleans: true:0 (0.0%), false:2,586,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ad_business Occurrence: 313,024/42,861,083 (0.7%) +Types: NoneType:313,024 +Null/Empty: null:313,024 + +──────────────────────────────────────────────────────────── +FIELD: ad_promoted_user_posts Occurrence: 313,024/42,861,083 (0.7%) +Types: NoneType:313,024 +Null/Empty: null:313,024 + +──────────────────────────────────────────────────────────── +FIELD: ad_supplementary_text_md Occurrence: 313,024/42,861,083 (0.7%) +Types: NoneType:302,230, str:10,794 +Null/Empty: null:302,230 +String length avg: 77.3 +Unique strings tracked: 614 +Top 5 string values: + 'Side-effects include nausea, vomiting, and diarrhe...': 5,221 (48.4%) + 'This is the supplementary text for the post.': 838 (7.8%) + 'Click here to view the Prescribing Information, in...': 559 (5.2%) + 'Billed as $2/four weeks for intro period.': 129 (1.2%) + '2026 Lincoln Corsair®': 92 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: ad_user_targeting Occurrence: 313,024/42,861,083 (0.7%) +Types: NoneType:313,024 +Null/Empty: null:313,024 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 313,024/42,861,083 (0.7%) +Types: NoneType:313,024 +Null/Empty: null:313,024 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 313,024/42,861,083 (0.7%) +Types: NoneType:313,024 +Null/Empty: null:313,024 + +──────────────────────────────────────────────────────────── +FIELD: app_store_data Occurrence: 313,024/42,861,083 (0.7%) +Types: NoneType:313,024 +Null/Empty: null:313,024 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 313,024/42,861,083 (0.7%) +Types: str:312,943, NoneType:81 +Null/Empty: null:81 +String length avg: 11.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_jyms1ejh': 818 (0.3%) + 't2_tnjwypik': 502 (0.2%) + 't2_1cye7dga9x': 325 (0.1%) + 't2_1up5tbdd': 313 (0.1%) + 't2_nhpcb6la9': 219 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: campaign_id Occurrence: 313,024/42,861,083 (0.7%) +Types: NoneType:313,024 +Null/Empty: null:313,024 + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 313,024/42,861,083 (0.7%) +Types: str:200,160, NoneType:112,864 +Null/Empty: null:112,864 +String length avg: 15.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'google.com': 245 (0.1%) + '[TEST] 2-1/4" Round Button': 177 (0.1%) + 'httpstat.us': 170 (0.1%) + 'kickstarter.com': 145 (0.1%) + 'abc.com': 131 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 313,024/42,861,083 (0.7%) +Types: NoneType:313,018, str:6 +Null/Empty: null:313,018 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 6 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 313,024/42,861,083 (0.7%) +Types: NoneType:313,018, str:6 +Null/Empty: null:313,018 +String length avg: 37.0 +Unique strings tracked: 1 +String values distribution: + 'https://doblenacionalidadexpress.com/': 6 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 313,024/42,861,083 (0.7%) +Types: list:313,024 +Null/Empty: empty_arr:313,024 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 313,024/42,861,083 (0.7%) +Types: list:313,024 +Null/Empty: empty_arr:313,024 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 313,024/42,861,083 (0.7%) +Types: str:313,024 +String length avg: 103.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit.com': 582 (0.2%) + 'https://sharedread.myshopify.com/products/test-2-1...': 121 (0.0%) + 'https://google.com': 84 (0.0%) + 'https://www.google.com/': 60 (0.0%) + 'https://donate.rfdsqld.com.au/tothemoon/?utm_sourc...': 56 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: impression_id Occurrence: 313,024/42,861,083 (0.7%) +Types: NoneType:313,024 +Null/Empty: null:313,024 + +──────────────────────────────────────────────────────────── +FIELD: impression_id_str Occurrence: 313,024/42,861,083 (0.7%) +Types: NoneType:313,024 +Null/Empty: null:313,024 + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 313,024/42,861,083 (0.7%) +Types: bool:313,024 +Booleans: true:0 (0.0%), false:313,024 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_survey_ad Occurrence: 313,024/42,861,083 (0.7%) +Types: bool:313,024 +Booleans: true:0 (0.0%), false:313,024 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 313,024/42,861,083 (0.7%) +Types: str:313,024 +Null/Empty: empty_str:146,709 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/pZ_qExnIqbnx...': 131 (0.1%) + 'https://reddit-image.s3.amazonaws.com/xHeBlz7UnvBn...': 95 (0.1%) + 'https://reddit-image.s3.amazonaws.com/7NEb7IZGPLzX...': 33 (0.0%) + 'https://reddit-image.s3.amazonaws.com/dYsYpbmU4Mqm...': 29 (0.0%) + 'https://reddit-image.s3.amazonaws.com/eEiQp2jQ_xnC...': 29 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 313,024/42,861,083 (0.7%) +Types: NoneType:313,024 +Null/Empty: null:313,024 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 313,024/42,861,083 (0.7%) +Types: dict:313,024 +Null/Empty: empty_obj:313,024 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 313,024/42,861,083 (0.7%) +Types: NoneType:313,024 +Null/Empty: null:313,024 + +──────────────────────────────────────────────────────────── +FIELD: product_ids Occurrence: 313,024/42,861,083 (0.7%) +Types: list:313,024 +Null/Empty: empty_arr:313,024 + +──────────────────────────────────────────────────────────── +FIELD: promo_layout Occurrence: 313,024/42,861,083 (0.7%) +Types: NoneType:313,009, str:15 +Null/Empty: null:313,009 +String length avg: 15.0 +Unique strings tracked: 1 +String values distribution: + 'SPOTLIGHT_VIDEO': 15 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 313,024/42,861,083 (0.7%) +Types: bool:313,024 +Booleans: true:0 (0.0%), false:313,024 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 313,024/42,861,083 (0.7%) +Types: NoneType:313,024 +Null/Empty: null:313,024 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 313,024/42,861,083 (0.7%) +Types: NoneType:313,024 +Null/Empty: null:313,024 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 313,024/42,861,083 (0.7%) +Types: NoneType:313,024 +Null/Empty: null:313,024 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 313,024/42,861,083 (0.7%) +Types: bool:313,024 +Booleans: true:313,024 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: sk_ad_network_data Occurrence: 313,024/42,861,083 (0.7%) +Types: NoneType:313,024 +Null/Empty: null:313,024 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 313,024/42,861,083 (0.7%) +Types: list:313,024 +Null/Empty: empty_arr:313,024 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 313,024/42,861,083 (0.7%) +Types: NoneType:313,024 +Null/Empty: null:313,024 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 313,024/42,861,083 (0.7%) +Types: NoneType:313,024 +Null/Empty: null:313,024 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 258,746/42,861,083 (0.6%) +Types: str:258,746 +String length avg: 8.9 +Unique strings tracked: 23 +Top 5 string values: + 'Learn More': 78,248 (30.2%) + 'Shop Now': 54,955 (21.2%) + 'Download': 23,374 (9.0%) + 'Sign Up': 22,198 (8.6%) + 'View More': 15,427 (6.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 115,008/42,861,083 (0.3%) +Types: bool:115,008 +Booleans: true:115,008 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subcaption Occurrence: 10,877/42,861,083 (0.0%) +Types: str:10,877 +String length avg: 5.9 +Unique strings tracked: 93 +Top 5 string values: + '$0.50': 3,387 (31.1%) + '$100.00': 2,406 (22.1%) + '$16.50': 2,298 (21.1%) + '$12.99': 736 (6.8%) + '$19.99': 567 (5.2%) + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/combined_analysis.txt b/analysis/original_schema_analysis/submissions/combined_analysis.txt new file mode 100644 index 0000000000000000000000000000000000000000..137e459a9202b35b1bae8813482043fdfc5569e8 --- /dev/null +++ b/analysis/original_schema_analysis/submissions/combined_analysis.txt @@ -0,0 +1,2759 @@ +============================================== +FIELD QUALITY ANALYZER +============================================== +Mode: threshold +Threshold: <= 250 files +Report Dir: pushshift-reddit/analysis/original_schema_analysis/submissions +============================================== + +Discovering fields... +Found 184 fields (appearing in < 250 files) + + +Processing 1/184: ad_business +┌───────────────────────────────────────────────── +│ Field: ad_business +│ Appears in: 3 files (out of 26 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 335,638 +│ Total records: 119,276,222 +│ Overall rate: 0.28% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 335,638 + +Processing 2/184: ad_promoted_user_posts +┌───────────────────────────────────────────────── +│ Field: ad_promoted_user_posts +│ Appears in: 4 files (out of 39 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 369,565 +│ Total records: 152,944,849 +│ Overall rate: 0.24% +│ Null rate: 99.90% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 369,196 +│ - List: 369 +│ - Empty Arrays: 358 + +Processing 3/184: adserver_click_url +┌───────────────────────────────────────────────── +│ Field: adserver_click_url +│ Appears in: 15 files (out of 172 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 422,512 +│ Total records: 258,641,023 +│ Overall rate: 0.16% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 422,512 + +Processing 4/184: adserver_imp_pixel +┌───────────────────────────────────────────────── +│ Field: adserver_imp_pixel +│ Appears in: 15 files (out of 172 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 422,512 +│ Total records: 258,641,023 +│ Overall rate: 0.16% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 422,512 + +Processing 5/184: ad_supplementary_text_md +┌───────────────────────────────────────────────── +│ Field: ad_supplementary_text_md +│ Appears in: 4 files (out of 41 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 358,870 +│ Total records: 155,437,978 +│ Overall rate: 0.23% +│ Null rate: 92.29% +│ Avg string length: 55.9 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 331,212 +│ - String: 27,658 + +Processing 6/184: ad_user_targeting +┌───────────────────────────────────────────────── +│ Field: ad_user_targeting +│ Appears in: 3 files (out of 26 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 335,638 +│ Total records: 119,276,222 +│ Overall rate: 0.28% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 335,638 + +Processing 7/184: all_awardings +┌───────────────────────────────────────────────── +│ Field: all_awardings +│ Appears in: 7 files (out of 82 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 222,253,333 +│ Total records: 222,457,499 +│ Overall rate: 99.91% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - List: 222,253,333 +│ - Empty Arrays: 218,899,098 + +Processing 8/184: allow_live_comments +┌───────────────────────────────────────────────── +│ Field: allow_live_comments +│ Appears in: 7 files (out of 79 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 223,234,018 +│ Total records: 223,776,656 +│ Overall rate: 99.76% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 223,234,018 +│ - Empty Arrays: 15,007,947 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 6,081,607 (2.7%) +│ - false: 217,152,411 (97.3%) + +Processing 9/184: approved +┌───────────────────────────────────────────────── +│ Field: approved +│ Appears in: 12 files (out of 61 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 129,055,025 +│ Total records: 158,807,406 +│ Overall rate: 81.27% +│ Null rate: 99.99% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 129,037,080 +│ - Boolean: 17,945 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 1 (0.0%) +│ - false: 17,944 (100.0%) + +Processing 10/184: approved_at_utc +┌───────────────────────────────────────────────── +│ Field: approved_at_utc +│ Appears in: 4 files (out of 35 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 126,207,926 +│ Total records: 142,860,704 +│ Overall rate: 88.34% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 126,207,926 + +Processing 11/184: approved_by +┌───────────────────────────────────────────────── +│ Field: approved_by +│ Appears in: 6 files (out of 56 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 119,439,355 +│ Total records: 148,105,246 +│ Overall rate: 80.64% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 119,439,355 + +Processing 12/184: app_store_data +┌───────────────────────────────────────────────── +│ Field: app_store_data +│ Appears in: 5 files (out of 54 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 371,916 +│ Total records: 178,273,477 +│ Overall rate: 0.21% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 371,916 + +Processing 13/184: archived +┌───────────────────────────────────────────────── +│ Field: archived +│ Appears in: 18 files (out of 211 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 258,578,941 +│ Total records: 258,578,941 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 258,578,941 +│ - Empty Arrays: 28,544,355 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 10,677,040 (4.1%) +│ - false: 247,901,901 (95.9%) + +Processing 14/184: author +┌───────────────────────────────────────────────── +│ Field: author +│ Appears in: 21 files (out of 247 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,533,375 +│ Total records: 264,533,376 +│ Overall rate: 100.00% +│ Null rate: 5.49% +│ Avg string length: 12.0 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 14,512,550 +│ - String: 250,020,825 + +Processing 15/184: author_cakeday +┌───────────────────────────────────────────────── +│ Field: author_cakeday +│ Appears in: 14 files (out of 166 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 625,269 +│ Total records: 242,094,354 +│ Overall rate: 0.26% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 625,269 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 625,269 (100.0%) +│ - false: 0 (0.0%) + +Processing 16/184: author_created_utc +┌───────────────────────────────────────────────── +│ Field: author_created_utc +│ Appears in: 6 files (out of 58 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 143,992,835 +│ Total records: 151,226,114 +│ Overall rate: 95.22% +│ Null rate: 21.69% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 31,236,521 +│ - Integer: 112,756,314 + +Processing 17/184: author_flair_background_color +┌───────────────────────────────────────────────── +│ Field: author_flair_background_color +│ Appears in: 14 files (out of 161 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 221,574,206 +│ Total records: 233,587,318 +│ Overall rate: 94.86% +│ Null rate: 76.74% +│ Avg string length: 8.1 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 170,039,169 +│ - String: 51,535,037 + +Processing 18/184: author_flair_css_class +┌───────────────────────────────────────────────── +│ Field: author_flair_css_class +│ Appears in: 21 files (out of 247 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,533,375 +│ Total records: 264,533,376 +│ Overall rate: 100.00% +│ Null rate: 94.45% +│ Avg string length: 7.9 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 249,864,078 +│ - String: 14,669,297 + +Processing 19/184: author_flair_richtext +┌───────────────────────────────────────────────── +│ Field: author_flair_richtext +│ Appears in: 14 files (out of 161 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 185,103,044 +│ Total records: 233,587,318 +│ Overall rate: 79.24% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - List: 185,103,044 +│ - Empty Arrays: 175,784,318 + +Processing 20/184: author_flair_template_id +┌───────────────────────────────────────────────── +│ Field: author_flair_template_id +│ Appears in: 8 files (out of 94 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 220,499,953 +│ Total records: 232,513,065 +│ Overall rate: 94.83% +│ Null rate: 93.58% +│ Avg string length: 36.0 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 206,342,886 +│ - String: 14,157,067 + +Processing 21/184: author_flair_text +┌───────────────────────────────────────────────── +│ Field: author_flair_text +│ Appears in: 21 files (out of 247 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,533,375 +│ Total records: 264,533,376 +│ Overall rate: 100.00% +│ Null rate: 90.77% +│ Avg string length: 18.0 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 240,127,139 +│ - String: 24,406,236 + +Processing 22/184: author_flair_text_color +┌───────────────────────────────────────────────── +│ Field: author_flair_text_color +│ Appears in: 14 files (out of 161 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 221,574,206 +│ Total records: 233,587,318 +│ Overall rate: 94.86% +│ Null rate: 72.82% +│ Avg string length: 4.1 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 161,346,876 +│ - String: 60,227,330 + +Processing 23/184: author_flair_type +┌───────────────────────────────────────────────── +│ Field: author_flair_type +│ Appears in: 14 files (out of 161 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 185,633,722 +│ Total records: 233,587,318 +│ Overall rate: 79.47% +│ Null rate: 0.00% +│ Avg string length: 4.2 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - String: 185,633,722 + +Processing 24/184: author_fullname +┌───────────────────────────────────────────────── +│ Field: author_fullname +│ Appears in: 8 files (out of 91 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 197,634,305 +│ Total records: 232,394,869 +│ Overall rate: 85.04% +│ Null rate: 1.70% +│ Avg string length: 10.8 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 3,354,647 +│ - String: 194,279,658 + +Processing 25/184: author_id +┌───────────────────────────────────────────────── +│ Field: author_id +│ Appears in: 12 files (out of 134 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 411,418 +│ Total records: 242,549,889 +│ Overall rate: 0.17% +│ Null rate: 0.45% +│ Avg string length: 11.1 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 1,858 +│ - String: 409,560 + +Processing 26/184: author_is_blocked +┌───────────────────────────────────────────────── +│ Field: author_is_blocked +│ Appears in: 3 files (out of 33 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 116,610,201 +│ Total records: 133,262,979 +│ Overall rate: 87.50% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 116,610,201 +│ - Empty Arrays: 39,905,721 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 0 (0.0%) +│ - false: 116,610,201 (100.0%) + +Processing 27/184: author_patreon_flair +┌───────────────────────────────────────────────── +│ Field: author_patreon_flair +│ Appears in: 8 files (out of 88 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 195,448,858 +│ Total records: 233,597,586 +│ Overall rate: 83.67% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 195,448,858 +│ - Empty Arrays: 38,845,393 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 528 (0.0%) +│ - false: 195,448,330 (100.0%) + +Processing 28/184: author_premium +┌───────────────────────────────────────────────── +│ Field: author_premium +│ Appears in: 7 files (out of 76 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 187,766,819 +│ Total records: 224,758,253 +│ Overall rate: 83.54% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 187,766,819 +│ - Empty Arrays: 38,845,393 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 4,776,514 (2.5%) +│ - false: 182,990,305 (97.5%) + +Processing 29/184: awarders +┌───────────────────────────────────────────────── +│ Field: awarders +│ Appears in: 7 files (out of 62 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 220,976,393 +│ Total records: 220,976,393 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - List: 220,976,393 +│ - Empty Arrays: 220,976,393 + +Processing 30/184: banned_at_utc +┌───────────────────────────────────────────────── +│ Field: banned_at_utc +│ Appears in: 4 files (out of 35 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 126,207,926 +│ Total records: 142,860,704 +│ Overall rate: 88.34% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 126,207,926 + +Processing 31/184: banned_by +┌───────────────────────────────────────────────── +│ Field: banned_by +│ Appears in: 9 files (out of 93 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 184,223,617 +│ Total records: 196,250,606 +│ Overall rate: 93.87% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 184,223,617 + +Processing 32/184: ban_note +┌───────────────────────────────────────────────── +│ Field: ban_note +│ Appears in: 2 files (out of 3 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 2 +│ Total records: 41,541,593 +│ Overall rate: 0.00% +│ Null rate: 50.00% +│ Avg string length: 14.0 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 1 +│ - String: 1 + +Processing 33/184: brand_safe +┌───────────────────────────────────────────────── +│ Field: brand_safe +│ Appears in: 8 files (out of 82 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 21,599,609 +│ Total records: 21,599,609 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 21,599,609 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 11,810,331 (54.7%) +│ - false: 9,789,278 (45.3%) + +Processing 34/184: call_to_action +┌───────────────────────────────────────────────── +│ Field: call_to_action +│ Appears in: 8 files (out of 94 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 316,914 +│ Total records: 232,513,065 +│ Overall rate: 0.14% +│ Null rate: 0.00% +│ Avg string length: 8.8 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 2 +│ - String: 316,912 +│ - Empty Arrays: 24 + +Processing 35/184: campaign_id +┌───────────────────────────────────────────────── +│ Field: campaign_id +│ Appears in: 3 files (out of 33 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 347,320 +│ Total records: 133,262,979 +│ Overall rate: 0.26% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 347,320 + +Processing 36/184: can_gild +┌───────────────────────────────────────────────── +│ Field: can_gild +│ Appears in: 15 files (out of 162 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 242,713,768 +│ Total records: 242,798,369 +│ Overall rate: 99.97% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 242,713,768 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 123,011,475 (50.7%) +│ - false: 119,702,293 (49.3%) + +Processing 37/184: can_mod_post +┌───────────────────────────────────────────────── +│ Field: can_mod_post +│ Appears in: 9 files (out of 79 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 238,196,858 +│ Total records: 238,210,734 +│ Overall rate: 99.99% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 238,196,858 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 0 (0.0%) +│ - false: 238,196,858 (100.0%) + +Processing 38/184: category +┌───────────────────────────────────────────────── +│ Field: category +│ Appears in: 8 files (out of 94 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 220,499,953 +│ Total records: 232,513,065 +│ Overall rate: 94.83% +│ Null rate: 99.98% +│ Avg string length: 11.7 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 220,458,799 +│ - String: 41,154 + +Processing 39/184: clicked +┌───────────────────────────────────────────────── +│ Field: clicked +│ Appears in: 6 files (out of 56 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 119,439,355 +│ Total records: 148,105,246 +│ Overall rate: 80.64% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 119,439,355 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 0 (0.0%) +│ - false: 119,439,355 (100.0%) + +Processing 40/184: collections +┌───────────────────────────────────────────────── +│ Field: collections +│ Appears in: 7 files (out of 69 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 43,074 +│ Total records: 193,691,865 +│ Overall rate: 0.02% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - List: 43,074 + +Processing 41/184: content_categories +┌───────────────────────────────────────────────── +│ Field: content_categories +│ Appears in: 8 files (out of 94 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 220,499,953 +│ Total records: 232,513,065 +│ Overall rate: 94.83% +│ Null rate: 99.28% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 218,908,282 +│ - List: 1,591,671 + +Processing 42/184: contest_mode +┌───────────────────────────────────────────────── +│ Field: contest_mode +│ Appears in: 16 files (out of 179 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 249,527,842 +│ Total records: 249,527,842 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 249,527,842 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 149,449 (0.1%) +│ - false: 249,378,393 (99.9%) + +Processing 43/184: created +┌───────────────────────────────────────────────── +│ Field: created +│ Appears in: 21 files (out of 79 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,533,375 +│ Total records: 264,533,376 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Integer: 224,699,340 +│ - Float: 39,834,035 + +Processing 44/184: created_utc +┌───────────────────────────────────────────────── +│ Field: created_utc +│ Appears in: 21 files (out of 247 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,533,375 +│ Total records: 264,533,376 +│ Overall rate: 100.00% +│ Null rate: 0.00% +│ Avg string length: 10.0 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - String: 9,611,451 +│ - Integer: 215,087,889 +│ - Float: 39,834,035 + +Processing 45/184: crosspost_parent +┌───────────────────────────────────────────────── +│ Field: crosspost_parent +│ Appears in: 9 files (out of 101 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 9,791,650 +│ Total records: 242,221,347 +│ Overall rate: 4.04% +│ Null rate: 0.00% +│ Avg string length: 9.4 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - String: 9,791,650 +│ - Empty Arrays: 1,201,873 + +Processing 46/184: crosspost_parent_list +┌───────────────────────────────────────────────── +│ Field: crosspost_parent_list +│ Appears in: 9 files (out of 101 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 9,791,650 +│ Total records: 242,221,347 +│ Overall rate: 4.04% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - List: 9,791,650 +│ - Empty Arrays: 1,201,873 + +Processing 47/184: disable_comments +┌───────────────────────────────────────────────── +│ Field: disable_comments +│ Appears in: 4 files (out of 48 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 18,927 +│ Total records: 25,707,474 +│ Overall rate: 0.07% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 18,927 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 1,889 (10.0%) +│ - false: 17,038 (90.0%) + +Processing 48/184: discussion_type +┌───────────────────────────────────────────────── +│ Field: discussion_type +│ Appears in: 7 files (out of 79 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 223,234,524 +│ Total records: 223,776,656 +│ Overall rate: 99.76% +│ Null rate: 99.60% +│ Avg string length: 4.0 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 222,343,419 +│ - String: 891,105 + +Processing 49/184: distinguished +┌───────────────────────────────────────────────── +│ Field: distinguished +│ Appears in: 21 files (out of 247 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,533,375 +│ Total records: 264,533,376 +│ Overall rate: 100.00% +│ Null rate: 99.80% +│ Avg string length: 9.0 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 264,001,318 +│ - String: 532,057 + +Processing 50/184: domain +┌───────────────────────────────────────────────── +│ Field: domain +│ Appears in: 21 files (out of 247 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,533,375 +│ Total records: 264,533,376 +│ Overall rate: 100.00% +│ Null rate: 0.00% +│ Avg string length: 12.9 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - String: 264,533,375 +│ - Empty Arrays: 2,886,631 + +Processing 51/184: domain_override +┌───────────────────────────────────────────────── +│ Field: domain_override +│ Appears in: 12 files (out of 131 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 412,285 +│ Total records: 242,531,274 +│ Overall rate: 0.17% +│ Null rate: 26.33% +│ Avg string length: 18.1 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 108,562 +│ - String: 303,723 + +Processing 52/184: downs +┌───────────────────────────────────────────────── +│ Field: downs +│ Appears in: 10 files (out of 108 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 139,063,178 +│ Total records: 167,729,069 +│ Overall rate: 82.91% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Integer: 139,063,178 + +Processing 53/184: edited +┌───────────────────────────────────────────────── +│ Field: edited +│ Appears in: 21 files (out of 247 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,533,375 +│ Total records: 264,533,376 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Integer: 2,494,710 +│ - Float: 2,561,538 +│ - Boolean: 259,477,127 +│ - Empty Arrays: 3,189,490 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 99,114 (0.0%) +│ - false: 259,378,013 (100.0%) + +Processing 54/184: edited_on +┌───────────────────────────────────────────────── +│ Field: edited_on +│ Appears in: 1 files (out of 3 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 1 +│ Total records: 52,094,224 +│ Overall rate: 0.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Integer: 1 + +Processing 55/184: embed_type +┌───────────────────────────────────────────────── +│ Field: embed_type +│ Appears in: 12 files (out of 131 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 412,285 +│ Total records: 242,531,274 +│ Overall rate: 0.17% +│ Null rate: 99.93% +│ Avg string length: 6.0 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 412,005 +│ - String: 280 + +Processing 56/184: embed_url +┌───────────────────────────────────────────────── +│ Field: embed_url +│ Appears in: 12 files (out of 131 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 412,285 +│ Total records: 242,531,274 +│ Overall rate: 0.17% +│ Null rate: 99.93% +│ Avg string length: 42.5 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 412,005 +│ - String: 280 + +Processing 57/184: event_end +┌───────────────────────────────────────────────── +│ Field: event_end +│ Appears in: 7 files (out of 65 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 5,089 +│ Total records: 193,691,865 +│ Overall rate: 0.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Float: 5,089 + +Processing 58/184: event_is_live +┌───────────────────────────────────────────────── +│ Field: event_is_live +│ Appears in: 7 files (out of 65 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 5,089 +│ Total records: 193,691,865 +│ Overall rate: 0.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 5,089 +│ - Empty Arrays: 104 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 4 (0.1%) +│ - false: 5,085 (99.9%) + +Processing 59/184: events +┌───────────────────────────────────────────────── +│ Field: events +│ Appears in: 11 files (out of 124 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 403,585 +│ Total records: 232,933,549 +│ Overall rate: 0.17% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - List: 403,585 +│ - Empty Arrays: 403,585 + +Processing 60/184: eventsOnRender +┌───────────────────────────────────────────────── +│ Field: eventsOnRender +│ Appears in: 11 files (out of 124 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 403,585 +│ Total records: 232,933,549 +│ Overall rate: 0.17% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - List: 403,585 +│ - Empty Arrays: 403,585 + +Processing 61/184: event_start +┌───────────────────────────────────────────────── +│ Field: event_start +│ Appears in: 7 files (out of 65 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 5,089 +│ Total records: 193,691,865 +│ Overall rate: 0.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Float: 5,089 +│ - Empty Arrays: 104 + +Processing 62/184: from +┌───────────────────────────────────────────────── +│ Field: from +│ Appears in: 3 files (out of 32 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 16,476,601 +│ Total records: 16,488,961 +│ Overall rate: 99.93% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 16,476,601 + +Processing 63/184: from_id +┌───────────────────────────────────────────────── +│ Field: from_id +│ Appears in: 3 files (out of 32 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 16,476,601 +│ Total records: 16,488,961 +│ Overall rate: 99.93% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 16,476,601 + +Processing 64/184: from_kind +┌───────────────────────────────────────────────── +│ Field: from_kind +│ Appears in: 3 files (out of 32 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 16,476,601 +│ Total records: 16,488,961 +│ Overall rate: 99.93% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 16,476,601 + +Processing 65/184: gallery_data +┌───────────────────────────────────────────────── +│ Field: gallery_data +│ Appears in: 6 files (out of 67 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 13,731,178 +│ Total records: 209,613,094 +│ Overall rate: 6.55% +│ Null rate: 24.24% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 3,328,158 +│ - Dictionary:10,403,020 + +Processing 66/184: gilded +┌───────────────────────────────────────────────── +│ Field: gilded +│ Appears in: 20 files (out of 227 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,281,912 +│ Total records: 264,281,912 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Integer: 264,281,912 + +Processing 67/184: gildings +┌───────────────────────────────────────────────── +│ Field: gildings +│ Appears in: 8 files (out of 88 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 233,591,208 +│ Total records: 233,597,586 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Dictionary:233,591,208 + +Processing 68/184: hidden +┌───────────────────────────────────────────────── +│ Field: hidden +│ Appears in: 17 files (out of 195 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 244,909,552 +│ Total records: 244,909,553 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 244,909,552 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 0 (0.0%) +│ - false: 244,909,552 (100.0%) + +Processing 69/184: hide_score +┌───────────────────────────────────────────────── +│ Field: hide_score +│ Appears in: 17 files (out of 191 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 248,441,092 +│ Total records: 248,441,092 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 248,441,092 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 9,020,571 (3.6%) +│ - false: 239,420,521 (96.4%) + +Processing 70/184: href_url +┌───────────────────────────────────────────────── +│ Field: href_url +│ Appears in: 15 files (out of 172 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 422,512 +│ Total records: 258,641,023 +│ Overall rate: 0.16% +│ Null rate: 0.00% +│ Avg string length: 94.5 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - String: 422,512 + +Processing 71/184: id +┌───────────────────────────────────────────────── +│ Field: id +│ Appears in: 21 files (out of 247 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,533,375 +│ Total records: 264,533,376 +│ Overall rate: 100.00% +│ Null rate: 0.00% +│ Avg string length: 6.4 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - String: 264,533,375 + +Processing 72/184: ignore_reports +┌───────────────────────────────────────────────── +│ Field: ignore_reports +│ Appears in: 7 files (out of 61 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 17,948 +│ Total records: 81,711,848 +│ Overall rate: 0.02% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 17,948 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 0 (0.0%) +│ - false: 17,948 (100.0%) + +Processing 73/184: imp_pixel +┌───────────────────────────────────────────────── +│ Field: imp_pixel +│ Appears in: 4 files (out of 45 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 18,927 +│ Total records: 25,707,474 +│ Overall rate: 0.07% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 18,927 + +Processing 74/184: impression_id +┌───────────────────────────────────────────────── +│ Field: impression_id +│ Appears in: 6 files (out of 68 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 381,974 +│ Total records: 210,352,522 +│ Overall rate: 0.18% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 381,974 + +Processing 75/184: impression_id_str +┌───────────────────────────────────────────────── +│ Field: impression_id_str +│ Appears in: 6 files (out of 68 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 381,974 +│ Total records: 210,352,522 +│ Overall rate: 0.18% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 381,974 + +Processing 76/184: is_blank +┌───────────────────────────────────────────────── +│ Field: is_blank +│ Appears in: 11 files (out of 124 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 403,585 +│ Total records: 232,933,549 +│ Overall rate: 0.17% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 403,585 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 0 (0.0%) +│ - false: 403,585 (100.0%) + +Processing 77/184: is_created_from_ads_ui +┌───────────────────────────────────────────────── +│ Field: is_created_from_ads_ui +│ Appears in: 6 files (out of 68 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 210,352,522 +│ Total records: 210,352,522 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 210,352,522 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 381,974 (0.2%) +│ - false: 209,970,548 (99.8%) + +Processing 78/184: is_crosspostable +┌───────────────────────────────────────────────── +│ Field: is_crosspostable +│ Appears in: 15 files (out of 168 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 243,295,600 +│ Total records: 243,295,600 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 243,295,600 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 143,618,474 (59.0%) +│ - false: 99,677,126 (41.0%) + +Processing 79/184: is_gallery +┌───────────────────────────────────────────────── +│ Field: is_gallery +│ Appears in: 6 files (out of 67 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 13,731,178 +│ Total records: 209,613,094 +│ Overall rate: 6.55% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 13,731,178 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 13,731,178 (100.0%) +│ - false: 0 (0.0%) + +Processing 80/184: is_meta +┌───────────────────────────────────────────────── +│ Field: is_meta +│ Appears in: 8 files (out of 91 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 232,394,869 +│ Total records: 232,394,869 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 232,394,869 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 333 (0.0%) +│ - false: 232,394,536 (100.0%) + +Processing 81/184: is_original_content +┌───────────────────────────────────────────────── +│ Field: is_original_content +│ Appears in: 9 files (out of 98 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 220,500,005 +│ Total records: 233,115,651 +│ Overall rate: 94.59% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 220,500,005 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 1,983,776 (0.9%) +│ - false: 218,516,229 (99.1%) + +Processing 82/184: is_reddit_media_domain +┌───────────────────────────────────────────────── +│ Field: is_reddit_media_domain +│ Appears in: 15 files (out of 167 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 242,659,071 +│ Total records: 242,659,071 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 242,659,071 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 74,966,562 (30.9%) +│ - false: 167,692,509 (69.1%) + +Processing 83/184: is_robot_indexable +┌───────────────────────────────────────────────── +│ Field: is_robot_indexable +│ Appears in: 8 files (out of 88 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 233,442,982 +│ Total records: 233,597,586 +│ Overall rate: 99.93% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 233,442,982 +│ - Empty Arrays: 10,396,532 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 154,048,307 (66.0%) +│ - false: 79,394,675 (34.0%) + +Processing 84/184: is_self +┌───────────────────────────────────────────────── +│ Field: is_self +│ Appears in: 21 files (out of 247 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,533,375 +│ Total records: 264,533,376 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 264,533,375 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 104,730,713 (39.6%) +│ - false: 159,802,662 (60.4%) + +Processing 85/184: is_survey_ad +┌───────────────────────────────────────────────── +│ Field: is_survey_ad +│ Appears in: 5 files (out of 54 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 371,916 +│ Total records: 178,273,477 +│ Overall rate: 0.21% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 371,916 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 0 (0.0%) +│ - false: 371,916 (100.0%) + +Processing 86/184: is_video +┌───────────────────────────────────────────────── +│ Field: is_video +│ Appears in: 15 files (out of 171 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 241,672,394 +│ Total records: 242,370,020 +│ Overall rate: 99.71% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 241,672,394 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 5,970,565 (2.5%) +│ - false: 235,701,829 (97.5%) + +Processing 87/184: likes +┌───────────────────────────────────────────────── +│ Field: likes +│ Appears in: 6 files (out of 56 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 119,439,355 +│ Total records: 148,105,246 +│ Overall rate: 80.64% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 119,439,351 +│ - Boolean: 4 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 4 (100.0%) +│ - false: 0 (0.0%) + +Processing 88/184: link_flair_background_color +┌───────────────────────────────────────────────── +│ Field: link_flair_background_color +│ Appears in: 12 files (out of 130 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 220,493,626 +│ Total records: 233,625,918 +│ Overall rate: 94.38% +│ Null rate: 0.55% +│ Avg string length: 7.0 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 1,206,108 +│ - String: 219,287,518 + +Processing 89/184: link_flair_css_class +┌───────────────────────────────────────────────── +│ Field: link_flair_css_class +│ Appears in: 21 files (out of 247 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,533,375 +│ Total records: 264,533,376 +│ Overall rate: 100.00% +│ Null rate: 68.73% +│ Avg string length: 6.7 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 181,805,020 +│ - String: 82,728,355 + +Processing 90/184: link_flair_richtext +┌───────────────────────────────────────────────── +│ Field: link_flair_richtext +│ Appears in: 14 files (out of 161 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 221,574,206 +│ Total records: 233,587,318 +│ Overall rate: 94.86% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - List: 221,574,206 +│ - Empty Arrays: 184,829,141 + +Processing 91/184: link_flair_template_id +┌───────────────────────────────────────────────── +│ Field: link_flair_template_id +│ Appears in: 11 files (out of 110 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 85,585,713 +│ Total records: 233,647,382 +│ Overall rate: 36.63% +│ Null rate: 16.08% +│ Avg string length: 36.0 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 13,762,408 +│ - String: 71,823,305 + +Processing 92/184: link_flair_text +┌───────────────────────────────────────────────── +│ Field: link_flair_text +│ Appears in: 21 files (out of 247 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,533,375 +│ Total records: 264,533,376 +│ Overall rate: 100.00% +│ Null rate: 67.18% +│ Avg string length: 10.6 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 177,705,579 +│ - String: 86,827,796 + +Processing 93/184: link_flair_text_color +┌───────────────────────────────────────────────── +│ Field: link_flair_text_color +│ Appears in: 14 files (out of 161 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 221,574,206 +│ Total records: 233,587,318 +│ Overall rate: 94.86% +│ Null rate: 0.46% +│ Avg string length: 4.2 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 1,024,964 +│ - String: 220,549,242 + +Processing 94/184: link_flair_type +┌───────────────────────────────────────────────── +│ Field: link_flair_type +│ Appears in: 14 files (out of 161 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 221,574,206 +│ Total records: 233,587,318 +│ Overall rate: 94.86% +│ Null rate: 0.00% +│ Avg string length: 4.7 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - String: 221,574,206 + +Processing 95/184: live_audio +┌───────────────────────────────────────────────── +│ Field: live_audio +│ Appears in: 3 files (out of 21 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 1,201 +│ Total records: 97,104,722 +│ Overall rate: 0.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Dictionary:1,201 + +Processing 96/184: locked +┌───────────────────────────────────────────────── +│ Field: locked +│ Appears in: 17 files (out of 191 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 255,143,897 +│ Total records: 255,143,897 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 255,143,897 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 7,734,049 (3.0%) +│ - false: 247,409,848 (97.0%) + +Processing 97/184: media +┌───────────────────────────────────────────────── +│ Field: media +│ Appears in: 21 files (out of 247 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,533,375 +│ Total records: 264,533,376 +│ Overall rate: 100.00% +│ Null rate: 88.01% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 232,810,811 +│ - Dictionary:31,722,564 + +Processing 98/184: media_embed +┌───────────────────────────────────────────────── +│ Field: media_embed +│ Appears in: 21 files (out of 247 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,533,375 +│ Total records: 264,533,376 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Dictionary:264,533,375 + +Processing 99/184: media_metadata +┌───────────────────────────────────────────────── +│ Field: media_metadata +│ Appears in: 8 files (out of 96 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 16,257,138 +│ Total records: 231,797,214 +│ Overall rate: 7.01% +│ Null rate: 24.46% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 3,977,072 +│ - Dictionary:12,280,066 + +Processing 100/184: media_only +┌───────────────────────────────────────────────── +│ Field: media_only +│ Appears in: 8 files (out of 94 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 220,499,953 +│ Total records: 232,513,065 +│ Overall rate: 94.83% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 220,499,953 +│ - Empty Arrays: 9,582 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 2,494 (0.0%) +│ - false: 220,497,459 (100.0%) + +Processing 101/184: _meta +┌───────────────────────────────────────────────── +│ Field: _meta +│ Appears in: 3 files (out of 26 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 118,992,144 +│ Total records: 119,276,222 +│ Overall rate: 99.76% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Dictionary:118,992,144 +│ - Empty Arrays: 37,712,272 + +Processing 102/184: mobile_ad_url +┌───────────────────────────────────────────────── +│ Field: mobile_ad_url +│ Appears in: 15 files (out of 172 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 422,512 +│ Total records: 258,641,023 +│ Overall rate: 0.16% +│ Null rate: 0.00% +│ Avg string length: 83.2 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - String: 422,512 + +Processing 103/184: mod_note +┌───────────────────────────────────────────────── +│ Field: mod_note +│ Appears in: 4 files (out of 34 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 126,170,991 +│ Total records: 143,830,471 +│ Overall rate: 87.72% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 126,170,991 + +Processing 104/184: mod_reason_by +┌───────────────────────────────────────────────── +│ Field: mod_reason_by +│ Appears in: 4 files (out of 34 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 126,170,991 +│ Total records: 143,830,471 +│ Overall rate: 87.72% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 126,170,991 + +Processing 105/184: mod_reason_title +┌───────────────────────────────────────────────── +│ Field: mod_reason_title +│ Appears in: 4 files (out of 34 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 126,170,991 +│ Total records: 143,830,471 +│ Overall rate: 87.72% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 126,170,991 + +Processing 106/184: mod_reports +┌───────────────────────────────────────────────── +│ Field: mod_reports +│ Appears in: 6 files (out of 52 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 122,322,754 +│ Total records: 150,988,644 +│ Overall rate: 81.01% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - List: 122,322,754 +│ - Empty Arrays: 122,322,754 + +Processing 107/184: name +┌───────────────────────────────────────────────── +│ Field: name +│ Appears in: 12 files (out of 127 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 229,656,786 +│ Total records: 241,683,750 +│ Overall rate: 95.02% +│ Null rate: 0.00% +│ Avg string length: 9.5 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - String: 229,656,786 + +Processing 108/184: no_follow +┌───────────────────────────────────────────────── +│ Field: no_follow +│ Appears in: 14 files (out of 162 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 232,131,855 +│ Total records: 232,131,855 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 232,131,855 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 143,043,440 (61.6%) +│ - false: 89,088,415 (38.4%) + +Processing 109/184: num_comments +┌───────────────────────────────────────────────── +│ Field: num_comments +│ Appears in: 21 files (out of 247 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,533,375 +│ Total records: 264,533,376 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Integer: 264,533,375 +│ - Empty Arrays: 2,886,631 + +Processing 110/184: num_crossposts +┌───────────────────────────────────────────────── +│ Field: num_crossposts +│ Appears in: 15 files (out of 168 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 243,295,600 +│ Total records: 243,295,600 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Integer: 243,295,600 + +Processing 111/184: num_reports +┌───────────────────────────────────────────────── +│ Field: num_reports +│ Appears in: 6 files (out of 56 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 119,439,355 +│ Total records: 148,105,246 +│ Overall rate: 80.64% +│ Null rate: 35.78% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 42,734,875 +│ - Integer: 76,704,480 +│ - Empty Arrays: 35,455,322 + +Processing 112/184: original_link +┌───────────────────────────────────────────────── +│ Field: original_link +│ Appears in: 13 files (out of 140 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 416,920 +│ Total records: 249,589,924 +│ Overall rate: 0.17% +│ Null rate: 100.00% +│ Avg string length: 9.0 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 416,901 +│ - String: 19 + +Processing 113/184: outbound_link +┌───────────────────────────────────────────────── +│ Field: outbound_link +│ Appears in: 11 files (out of 124 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 403,585 +│ Total records: 232,933,549 +│ Overall rate: 0.17% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Dictionary:403,585 + +Processing 114/184: over_18 +┌───────────────────────────────────────────────── +│ Field: over_18 +│ Appears in: 21 files (out of 247 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,533,375 +│ Total records: 264,533,376 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 264,533,375 +│ - Empty Arrays: 2,776,156 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 81,321,950 (30.7%) +│ - false: 183,211,425 (69.3%) + +Processing 115/184: parent_whitelist_status +┌───────────────────────────────────────────────── +│ Field: parent_whitelist_status +│ Appears in: 14 files (out of 154 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 203,389,879 +│ Total records: 203,389,879 +│ Overall rate: 100.00% +│ Null rate: 38.14% +│ Avg string length: 7.2 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 77,566,171 +│ - String: 125,823,708 + +Processing 116/184: permalink +┌───────────────────────────────────────────────── +│ Field: permalink +│ Appears in: 21 files (out of 247 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,533,375 +│ Total records: 264,533,376 +│ Overall rate: 100.00% +│ Null rate: 0.00% +│ Avg string length: 66.2 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - String: 264,533,375 + +Processing 117/184: pinned +┌───────────────────────────────────────────────── +│ Field: pinned +│ Appears in: 9 files (out of 100 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 241,584,818 +│ Total records: 241,584,818 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 241,584,818 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 0 (0.0%) +│ - false: 241,584,818 (100.0%) + +Processing 118/184: poll_data +┌───────────────────────────────────────────────── +│ Field: poll_data +│ Appears in: 7 files (out of 73 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 639,783 +│ Total records: 225,262,827 +│ Overall rate: 0.28% +│ Null rate: 22.86% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 146,247 +│ - Dictionary:493,536 + +Processing 119/184: post_categories +┌───────────────────────────────────────────────── +│ Field: post_categories +│ Appears in: 1 files (out of 3 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 9,582 +│ Total records: 12,022,694 +│ Overall rate: 0.08% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 9,582 + +Processing 120/184: post_hint +┌───────────────────────────────────────────────── +│ Field: post_hint +│ Appears in: 18 files (out of 211 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 99,958,565 +│ Total records: 258,578,941 +│ Overall rate: 38.66% +│ Null rate: 0.00% +│ Avg string length: 5.7 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - String: 99,958,565 + +Processing 121/184: preview +┌───────────────────────────────────────────────── +│ Field: preview +│ Appears in: 18 files (out of 211 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 100,027,485 +│ Total records: 258,578,941 +│ Overall rate: 38.68% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Dictionary:100,027,485 + +Processing 122/184: previous_selftext +┌───────────────────────────────────────────────── +│ Field: previous_selftext +│ Appears in: 2 files (out of 12 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 1,430,970 +│ Total records: 93,357,258 +│ Overall rate: 1.53% +│ Null rate: 0.00% +│ Avg string length: 617.3 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - String: 1,430,970 + +Processing 123/184: previous_visits +┌───────────────────────────────────────────────── +│ Field: previous_visits +│ Appears in: 1 files (out of 6 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 24 +│ Total records: 12,022,694 +│ Overall rate: 0.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - List: 24 +│ - Empty Arrays: 24 + +Processing 124/184: priority_id +┌───────────────────────────────────────────────── +│ Field: priority_id +│ Appears in: 11 files (out of 124 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 403,585 +│ Total records: 232,933,549 +│ Overall rate: 0.17% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 403,585 + +Processing 125/184: product_ids +┌───────────────────────────────────────────────── +│ Field: product_ids +│ Appears in: 3 files (out of 33 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 347,320 +│ Total records: 133,262,979 +│ Overall rate: 0.26% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - List: 347,320 +│ - Empty Arrays: 347,320 + +Processing 126/184: promo_layout +┌───────────────────────────────────────────────── +│ Field: promo_layout +│ Appears in: 5 files (out of 54 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 371,916 +│ Total records: 178,273,477 +│ Overall rate: 0.21% +│ Null rate: 99.19% +│ Avg string length: 7.1 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 368,912 +│ - String: 3,004 + +Processing 127/184: promoted +┌───────────────────────────────────────────────── +│ Field: promoted +│ Appears in: 18 files (out of 208 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 426,223 +│ Total records: 264,595,458 +│ Overall rate: 0.16% +│ Null rate: 1.54% +│ Avg string length: 64.0 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 6,563 +│ - String: 4 +│ - Boolean: 419,656 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 78,126 (18.6%) +│ - false: 341,530 (81.4%) + +Processing 128/184: promoted_by +┌───────────────────────────────────────────────── +│ Field: promoted_by +│ Appears in: 13 files (out of 140 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 416,920 +│ Total records: 249,589,924 +│ Overall rate: 0.17% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 416,909 +│ - Integer: 11 + +Processing 129/184: promoted_display_name +┌───────────────────────────────────────────────── +│ Field: promoted_display_name +│ Appears in: 13 files (out of 140 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 416,920 +│ Total records: 249,589,924 +│ Overall rate: 0.17% +│ Null rate: 100.00% +│ Avg string length: 13.0 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 416,901 +│ - String: 19 + +Processing 130/184: promoted_url +┌───────────────────────────────────────────────── +│ Field: promoted_url +│ Appears in: 13 files (out of 140 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 416,920 +│ Total records: 249,589,924 +│ Overall rate: 0.17% +│ Null rate: 100.00% +│ Avg string length: 141.5 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 416,901 +│ - String: 19 + +Processing 131/184: pwls +┌───────────────────────────────────────────────── +│ Field: pwls +│ Appears in: 8 files (out of 94 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 220,499,953 +│ Total records: 232,513,065 +│ Overall rate: 94.83% +│ Null rate: 41.27% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 91,004,566 +│ - Integer: 129,495,387 + +Processing 132/184: quarantine +┌───────────────────────────────────────────────── +│ Field: quarantine +│ Appears in: 12 files (out of 134 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 258,102,343 +│ Total records: 258,102,343 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 258,102,343 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 142,900 (0.1%) +│ - false: 257,959,443 (99.9%) + +Processing 133/184: removal_reason +┌───────────────────────────────────────────────── +│ Field: removal_reason +│ Appears in: 6 files (out of 59 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 155,056,178 +│ Total records: 183,720,707 +│ Overall rate: 84.40% +│ Null rate: 99.94% +│ Avg string length: 5.0 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 154,967,307 +│ - String: 88,871 + +Processing 134/184: removed +┌───────────────────────────────────────────────── +│ Field: removed +│ Appears in: 12 files (out of 61 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 224,776,198 +│ Total records: 225,862,688 +│ Overall rate: 99.52% +│ Null rate: 93.48% +│ Avg string length: 7.5 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 210,128,871 +│ - String: 14,629,382 +│ - Boolean: 17,945 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 0 (0.0%) +│ - false: 17,945 (100.0%) + +Processing 135/184: removed_by +┌───────────────────────────────────────────────── +│ Field: removed_by +│ Appears in: 7 files (out of 62 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 224,758,253 +│ Total records: 224,758,253 +│ Overall rate: 100.00% +│ Null rate: 93.49% +│ Avg string length: 7.5 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 210,128,871 +│ - String: 14,629,382 + +Processing 136/184: removed_by_category +┌───────────────────────────────────────────────── +│ Field: removed_by_category +│ Appears in: 7 files (out of 76 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 224,758,253 +│ Total records: 224,758,253 +│ Overall rate: 100.00% +│ Null rate: 71.32% +│ Avg string length: 7.8 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 160,292,245 +│ - String: 64,466,008 + +Processing 137/184: report_reasons +┌───────────────────────────────────────────────── +│ Field: report_reasons +│ Appears in: 6 files (out of 52 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 122,322,754 +│ Total records: 150,988,644 +│ Overall rate: 81.01% +│ Null rate: 37.29% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 45,618,274 +│ - List: 76,704,480 +│ - Empty Arrays: 76,704,480 + +Processing 138/184: retrieved_on +┌───────────────────────────────────────────────── +│ Field: retrieved_on +│ Appears in: 20 files (out of 207 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 260,496,582 +│ Total records: 260,503,447 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Integer: 260,496,582 + +Processing 139/184: retrieved_utc +┌───────────────────────────────────────────────── +│ Field: retrieved_utc +│ Appears in: 3 files (out of 26 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 93,092,826 +│ Total records: 93,092,826 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Integer: 93,092,826 + +Processing 140/184: rpan_video +┌───────────────────────────────────────────────── +│ Field: rpan_video +│ Appears in: 4 files (out of 35 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 80,893 +│ Total records: 108,733,362 +│ Overall rate: 0.07% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Dictionary:80,893 + +Processing 141/184: rte_mode +┌───────────────────────────────────────────────── +│ Field: rte_mode +│ Appears in: 9 files (out of 73 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 1,083,837 +│ Total records: 90,235,145 +│ Overall rate: 1.20% +│ Null rate: 0.00% +│ Avg string length: 8.0 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - String: 1,083,837 + +Processing 142/184: saved +┌───────────────────────────────────────────────── +│ Field: saved +│ Appears in: 9 files (out of 92 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 135,928,316 +│ Total records: 164,594,207 +│ Overall rate: 82.58% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 135,928,316 +│ - Empty Arrays: 76,704,480 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 3 (0.0%) +│ - false: 135,928,313 (100.0%) + +Processing 143/184: score +┌───────────────────────────────────────────────── +│ Field: score +│ Appears in: 21 files (out of 247 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,533,375 +│ Total records: 264,533,376 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Integer: 264,533,375 + +Processing 144/184: secure_media +┌───────────────────────────────────────────────── +│ Field: secure_media +│ Appears in: 20 files (out of 227 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,281,912 +│ Total records: 264,281,912 +│ Overall rate: 100.00% +│ Null rate: 86.44% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 228,457,712 +│ - Dictionary:35,824,200 + +Processing 145/184: secure_media_embed +┌───────────────────────────────────────────────── +│ Field: secure_media_embed +│ Appears in: 20 files (out of 227 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,281,912 +│ Total records: 264,281,912 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Dictionary:264,281,912 + +Processing 146/184: selftext +┌───────────────────────────────────────────────── +│ Field: selftext +│ Appears in: 21 files (out of 247 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,533,375 +│ Total records: 264,533,376 +│ Overall rate: 100.00% +│ Null rate: 0.84% +│ Avg string length: 356.6 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 2,228,532 +│ - String: 262,304,843 + +Processing 147/184: selftext_html +┌───────────────────────────────────────────────── +│ Field: selftext_html +│ Appears in: 4 files (out of 39 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 5,964,016 +│ Total records: 17,977,129 +│ Overall rate: 33.18% +│ Null rate: 73.06% +│ Avg string length: 770.4 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 4,357,502 +│ - String: 1,606,514 + +Processing 148/184: send_replies +┌───────────────────────────────────────────────── +│ Field: send_replies +│ Appears in: 14 files (out of 162 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 232,131,855 +│ Total records: 232,131,855 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 232,131,855 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 212,028,337 (91.3%) +│ - false: 20,103,518 (8.7%) + +Processing 149/184: show_media +┌───────────────────────────────────────────────── +│ Field: show_media +│ Appears in: 8 files (out of 92 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 402,400 +│ Total records: 232,570,023 +│ Overall rate: 0.17% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 402,400 +│ - Empty Arrays: 45,713 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 402,400 (100.0%) +│ - false: 0 (0.0%) + +Processing 150/184: sk_ad_network_data +┌───────────────────────────────────────────────── +│ Field: sk_ad_network_data +│ Appears in: 6 files (out of 68 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 381,974 +│ Total records: 210,352,522 +│ Overall rate: 0.18% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 381,974 + +Processing 151/184: spam +┌───────────────────────────────────────────────── +│ Field: spam +│ Appears in: 7 files (out of 61 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 17,948 +│ Total records: 81,711,848 +│ Overall rate: 0.02% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 17,948 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 0 (0.0%) +│ - false: 17,948 (100.0%) + +Processing 152/184: spoiler +┌───────────────────────────────────────────────── +│ Field: spoiler +│ Appears in: 16 files (out of 178 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 250,376,739 +│ Total records: 250,376,739 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 250,376,739 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 2,061,254 (0.8%) +│ - false: 248,315,485 (99.2%) + +Processing 153/184: steward_reports +┌───────────────────────────────────────────────── +│ Field: steward_reports +│ Appears in: 1 files (out of 3 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 104 +│ Total records: 19,731,676 +│ Overall rate: 0.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - List: 104 +│ - Empty Arrays: 104 + +Processing 154/184: stickied +┌───────────────────────────────────────────────── +│ Field: stickied +│ Appears in: 20 files (out of 227 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,281,912 +│ Total records: 264,281,912 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 264,281,912 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 471,573 (0.2%) +│ - false: 263,810,339 (99.8%) + +Processing 155/184: subcaption +┌───────────────────────────────────────────────── +│ Field: subcaption +│ Appears in: 4 files (out of 43 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 36,694 +│ Total records: 151,654,939 +│ Overall rate: 0.02% +│ Null rate: 83.44% +│ Avg string length: 6.4 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 30,617 +│ - String: 6,077 + +Processing 156/184: subreddit +┌───────────────────────────────────────────────── +│ Field: subreddit +│ Appears in: 21 files (out of 247 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,521,015 +│ Total records: 264,533,376 +│ Overall rate: 100.00% +│ Null rate: 0.00% +│ Avg string length: 11.0 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 6,567 +│ - String: 264,514,448 + +Processing 157/184: subreddit_id +┌───────────────────────────────────────────────── +│ Field: subreddit_id +│ Appears in: 21 files (out of 247 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,521,015 +│ Total records: 264,533,376 +│ Overall rate: 100.00% +│ Null rate: 0.00% +│ Avg string length: 8.3 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 6,567 +│ - String: 264,514,448 + +Processing 158/184: subreddit_name_prefixed +┌───────────────────────────────────────────────── +│ Field: subreddit_name_prefixed +│ Appears in: 14 files (out of 144 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 229,687,262 +│ Total records: 229,687,262 +│ Overall rate: 100.00% +│ Null rate: 0.00% +│ Avg string length: 13.4 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - String: 229,687,262 + +Processing 159/184: subreddit_subscribers +┌───────────────────────────────────────────────── +│ Field: subreddit_subscribers +│ Appears in: 8 files (out of 94 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 232,513,065 +│ Total records: 232,513,065 +│ Overall rate: 100.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Integer: 232,513,065 + +Processing 160/184: subreddit_type +┌───────────────────────────────────────────────── +│ Field: subreddit_type +│ Appears in: 15 files (out of 165 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 243,234,859 +│ Total records: 243,248,846 +│ Overall rate: 99.99% +│ Null rate: 0.00% +│ Avg string length: 6.1 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - String: 243,234,859 + +Processing 161/184: suggested_sort +┌───────────────────────────────────────────────── +│ Field: suggested_sort +│ Appears in: 15 files (out of 175 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 242,089,980 +│ Total records: 242,089,980 +│ Overall rate: 100.00% +│ Null rate: 81.55% +│ Avg string length: 4.7 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 197,422,857 +│ - String: 44,667,123 + +Processing 162/184: third_party_trackers +┌───────────────────────────────────────────────── +│ Field: third_party_trackers +│ Appears in: 12 files (out of 132 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 412,011 +│ Total records: 242,432,102 +│ Overall rate: 0.17% +│ Null rate: 0.11% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 468 +│ - List: 411,543 +│ - Empty Arrays: 410,849 + +Processing 163/184: third_party_tracking +┌───────────────────────────────────────────────── +│ Field: third_party_tracking +│ Appears in: 15 files (out of 172 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 422,512 +│ Total records: 258,641,023 +│ Overall rate: 0.16% +│ Null rate: 100.00% +│ Avg string length: 134.8 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 422,506 +│ - String: 6 + +Processing 164/184: third_party_tracking_2 +┌───────────────────────────────────────────────── +│ Field: third_party_tracking_2 +│ Appears in: 15 files (out of 172 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 422,512 +│ Total records: 258,641,023 +│ Overall rate: 0.16% +│ Null rate: 100.00% +│ Avg string length: 109.3 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 422,509 +│ - String: 3 + +Processing 165/184: thumbnail +┌───────────────────────────────────────────────── +│ Field: thumbnail +│ Appears in: 21 files (out of 247 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,533,375 +│ Total records: 264,533,376 +│ Overall rate: 100.00% +│ Null rate: 0.00% +│ Avg string length: 24.4 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 136 +│ - String: 264,533,239 + +Processing 166/184: thumbnail_height +┌───────────────────────────────────────────────── +│ Field: thumbnail_height +│ Appears in: 15 files (out of 172 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 241,782,189 +│ Total records: 242,082,518 +│ Overall rate: 99.88% +│ Null rate: 40.35% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 97,565,407 +│ - Integer: 144,216,782 + +Processing 167/184: thumbnail_width +┌───────────────────────────────────────────────── +│ Field: thumbnail_width +│ Appears in: 15 files (out of 172 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 241,782,189 +│ Total records: 242,082,518 +│ Overall rate: 99.88% +│ Null rate: 40.35% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 97,565,407 +│ - Integer: 144,216,782 + +Processing 168/184: title +┌───────────────────────────────────────────────── +│ Field: title +│ Appears in: 21 files (out of 247 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,533,375 +│ Total records: 264,533,376 +│ Overall rate: 100.00% +│ Null rate: 0.00% +│ Avg string length: 51.7 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - String: 264,533,375 + +Processing 169/184: top_awarded_type +┌───────────────────────────────────────────────── +│ Field: top_awarded_type +│ Appears in: 6 files (out of 68 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 210,352,522 +│ Total records: 210,352,522 +│ Overall rate: 100.00% +│ Null rate: 100.00% +│ Avg string length: 8.0 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 210,349,272 +│ - String: 3,250 + +Processing 170/184: total_awards_received +┌───────────────────────────────────────────────── +│ Field: total_awards_received +│ Appears in: 7 files (out of 82 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 222,253,333 +│ Total records: 222,457,499 +│ Overall rate: 99.91% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Integer: 222,253,333 +│ - Empty Arrays: 218,087,253 + +Processing 171/184: tournament_data +┌───────────────────────────────────────────────── +│ Field: tournament_data +│ Appears in: 3 files (out of 23 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 205 +│ Total records: 97,104,722 +│ Overall rate: 0.00% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Dictionary:205 + +Processing 172/184: treatment_tags +┌───────────────────────────────────────────────── +│ Field: treatment_tags +│ Appears in: 7 files (out of 76 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 204,065,857 +│ Total records: 224,758,253 +│ Overall rate: 90.79% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - List: 204,065,857 +│ - Empty Arrays: 204,065,087 + +Processing 173/184: unrepliable_reason +┌───────────────────────────────────────────────── +│ Field: unrepliable_reason +│ Appears in: 2 files (out of 9 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 5 +│ Total records: 84,144,792 +│ Overall rate: 0.00% +│ Null rate: 0.00% +│ Avg string length: 5.0 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - String: 5 + +Processing 174/184: updated_on +┌───────────────────────────────────────────────── +│ Field: updated_on +│ Appears in: 2 files (out of 12 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 57,841,011 +│ Total records: 93,357,258 +│ Overall rate: 61.96% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Integer: 57,841,011 + +Processing 175/184: ups +┌───────────────────────────────────────────────── +│ Field: ups +│ Appears in: 10 files (out of 108 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 139,620,581 +│ Total records: 167,729,069 +│ Overall rate: 83.24% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Integer: 139,620,581 +│ - Empty Arrays: 9,582 + +Processing 176/184: upvote_ratio +┌───────────────────────────────────────────────── +│ Field: upvote_ratio +│ Appears in: 7 files (out of 70 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 183,363,484 +│ Total records: 231,270,237 +│ Overall rate: 79.29% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Integer: 28,238,843 +│ - Float: 155,124,641 + +Processing 177/184: url +┌───────────────────────────────────────────────── +│ Field: url +│ Appears in: 21 files (out of 247 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 264,533,375 +│ Total records: 264,533,376 +│ Overall rate: 100.00% +│ Null rate: 0.00% +│ Avg string length: 64.5 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - String: 264,533,375 + +Processing 178/184: url_overridden_by_dest +┌───────────────────────────────────────────────── +│ Field: url_overridden_by_dest +│ Appears in: 6 files (out of 68 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 128,623,791 +│ Total records: 210,352,522 +│ Overall rate: 61.15% +│ Null rate: 0.00% +│ Avg string length: 46.0 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - String: 128,623,791 + +Processing 179/184: user_reports +┌───────────────────────────────────────────────── +│ Field: user_reports +│ Appears in: 6 files (out of 52 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 122,322,754 +│ Total records: 150,988,644 +│ Overall rate: 81.01% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - List: 122,322,754 +│ - Empty Arrays: 122,322,754 + +Processing 180/184: user_reports_dismissed +┌───────────────────────────────────────────────── +│ Field: user_reports_dismissed +│ Appears in: 2 files (out of 9 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 4 +│ Total records: 86,700,994 +│ Overall rate: 0.00% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 4 + +Processing 181/184: view_count +┌───────────────────────────────────────────────── +│ Field: view_count +│ Appears in: 6 files (out of 58 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 187,399,927 +│ Total records: 187,484,528 +│ Overall rate: 99.95% +│ Null rate: 100.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 187,399,927 + +Processing 182/184: visited +┌───────────────────────────────────────────────── +│ Field: visited +│ Appears in: 4 files (out of 36 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 116,619,783 +│ Total records: 145,285,673 +│ Overall rate: 80.27% +│ Null rate: 0.00% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - Boolean: 116,619,783 +│ - Empty Arrays: 27,396,043 +├───────────────────────────────────────────────── +│ Boolean distribution: +│ - true: 0 (0.0%) +│ - false: 116,619,783 (100.0%) + +Processing 183/184: whitelist_status +┌───────────────────────────────────────────────── +│ Field: whitelist_status +│ Appears in: 14 files (out of 154 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 203,389,879 +│ Total records: 203,389,879 +│ Overall rate: 100.00% +│ Null rate: 38.14% +│ Avg string length: 7.3 chars +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 77,565,645 +│ - String: 125,824,234 +│ - Empty Arrays: 7,469 + +Processing 184/184: wls +┌───────────────────────────────────────────────── +│ Field: wls +│ Appears in: 8 files (out of 94 filtered) +├───────────────────────────────────────────────── +│ Total occurrences: 220,499,953 +│ Total records: 232,513,065 +│ Overall rate: 94.83% +│ Null rate: 41.27% +├───────────────────────────────────────────────── +│ Type breakdown: +│ - NoneType: 91,004,645 +│ - Integer: 129,495,308 +============================================== +SUMMARY +============================================== +Total fields analyzed: 184 +Files processed: 21 + diff --git a/analyzed_subreddits/comments/RC_funny.parquet b/analyzed_subreddits/comments/RC_funny.parquet new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/original_dump/comments/RC_2005-12.zst 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+size 2109919 diff --git a/original_dump/comments/RC_2006-05.zst b/original_dump/comments/RC_2006-05.zst new file mode 100644 index 0000000000000000000000000000000000000000..a8042ad52819dd57107def5069fccf2083a9bdf2 --- /dev/null +++ b/original_dump/comments/RC_2006-05.zst @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a580eabc86681535e9dd39a91bc6f0fcef38354b216f5ea2952099ebfb76d20c +size 2849021 diff --git a/original_dump/comments/RC_2006-06.zst b/original_dump/comments/RC_2006-06.zst new file mode 100644 index 0000000000000000000000000000000000000000..10b09cb14792a1ad5c28bda7c501baf01a06da32 --- /dev/null +++ b/original_dump/comments/RC_2006-06.zst @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0bfdb15b7f0b590a36d70586b6dfdd72cece27ca4f5ae54e4ea6d978b1a44956 +size 3052656 diff --git a/original_dump/comments/RC_2006-07.zst b/original_dump/comments/RC_2006-07.zst new file mode 100644 index 0000000000000000000000000000000000000000..bf69e50d145bd03fa07b3350d0f4b32e3a46d934 --- /dev/null +++ b/original_dump/comments/RC_2006-07.zst @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:49f5b372cae79d8e923eaced1b23462e5c44e821d5265ed24db9425f71979123 +size 3767078 diff --git a/original_dump/comments/RC_2006-08.zst b/original_dump/comments/RC_2006-08.zst new file mode 100644 index 0000000000000000000000000000000000000000..4c2b9effffb48bdd26f66f04a876ae274174f985 --- /dev/null +++ b/original_dump/comments/RC_2006-08.zst @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:215d9a887591c3dbb944227fd15e9d5941b1ba4cf616cd2304e3cdf47b16d53d +size 5156990 diff --git a/original_dump/comments/RC_2006-09.zst b/original_dump/comments/RC_2006-09.zst new file mode 100644 index 0000000000000000000000000000000000000000..768a9d47d33b60b828774271577ac66f02321414 --- /dev/null +++ b/original_dump/comments/RC_2006-09.zst @@ -0,0 +1,3 @@ +version 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