Datasets:
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README.md
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# Dataset Card for "REDDIT_submissions"
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---
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# Dataset Card for "REDDIT_submissions"
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annotations_creators:
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- no-annotation
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language:
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- en
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language_creators:
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- machine-generated
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license: []
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multilinguality:
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- monolingual
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pretty_name: Reddit submissions
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size_categories:
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- 1B<n<10B
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source_datasets: []
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tags:
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- reddit
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- social-media
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task_categories:
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- text-generation
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task_ids:
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- dialogue-modeling
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- language-modeling
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---
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# Dataset Card for "REDDIT_submissions"
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## Dataset Description
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- **Homepage:**
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- **Paper: https://arxiv.org/abs/2001.08435**
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### Dataset Summary
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Submissions of 50 high-quality subreddits, extracted from the REDDIT PushShift data dumps (from 2006 to Jan 2023).
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### Supported Tasks
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These submissions can be used for text generation and language modeling, as well as dialogue modeling.
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## Dataset Structure
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### Data Splits
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Each split corresponds to a specific subreddit in the following list: "tifu", "explainlikeimfive", "WritingPrompts", "changemyview", "LifeProTips", "todayilearned", "science", "askscience", "ifyoulikeblank", "Foodforthought", "IWantToLearn", "bestof", "IAmA", "socialskills", "relationship_advice", "philosophy", "YouShouldKnow", "history", "books", "Showerthoughts", "personalfinance", "buildapc", "EatCheapAndHealthy", "boardgames", "malefashionadvice", "femalefashionadvice", "scifi", "Fantasy", "Games", "bodyweightfitness", "SkincareAddiction", "podcasts", "suggestmeabook", "AskHistorians", "gaming", "DIY", "mildlyinteresting", "sports", "space", "gadgets", "Documentaries", "GetMotivated", "UpliftingNews", "technology", "Fitness", "travel", "lifehacks", "Damnthatsinteresting", "gardening", "programming"
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## Dataset Creation
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### Curation Rationale
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All the information fields have been cast to string, as their format change through time from one dump to the following. A reduced number of keys have been kept: "allow_live_comments", "archived", "author", "author_fullname", "banned_by", "category", "content_categories", "contest_mode", "created_utc", "discussion_type", "distinguished", "domain", "edited", "gilded", "hidden", "hide_score", "id", "is_created_from_ads_ui", "is_crosspostable", "is_meta", "is_original_content", "is_reddit_media_domain", "is_robot_indexable", "is_self", "is_video", "locked", "media", "media_embed", "media_only", "name", "no_follow", "num_comments", "num_crossposts", "over_18", "parent_whitelist_status", "permalink", "pinned", "post_hint", "pwls", "quarantine", "removed_by", "removed_by_category", "retrieved_on", "score", "secure_media", "secure_media_embed", "selftext", "send_replies", "spoiler", "stickied", "subreddit", "subreddit_id", "subreddit_name_prefixed", "subreddit_subscribers", "subreddit_type", "suggested_sort", "title", "top_awarded_type", "total_awards_received", "treatment_tags", "upvote_ratio", "url", "url_overridden_by_dest", "view_count", "whitelist_status", "wls".
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### Source Data
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The [Reddit PushShift data dumps](https://files.pushshift.io/reddit/) are part of a data collection effort which crawls Reddit at regular intervals, to extract and keep all its data.
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#### Initial Data Collection and Normalization
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See the paper.
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#### Who are the source language producers?
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Redditors are mostly young (65% below 30), male (70%), and American (50% of the site).
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### Personal and Sensitive Information
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The data contains Redditor's usernames associated to their content.
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## Considerations for Using the Data
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This dataset should be anonymized before any processing.
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Though the subreddits selected are considered as being of higher quality, they can still reflect what you can find on the internet in terms of expressions of biases and toxicity.
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### Contributions
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Thanks to [@clefourrier](https://github.com/clefourrier) for adding this dataset.
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