Comprehensive Kashmiri Text Analysis Report

1. File Information

Filename:FULL CORPUS KASHMIRI TEXT.txt
Size: 15 Mb (15066.21 KB) (15,427,794 bytes)
Created: 2024-10-29 19:35:41
Modified: 2024-10-29 19:35:41
- encoding: utf-8
language_hint: kashmiri

2. Text Statistics

Total Characters: 8,560,982
Total Words: 1,691,085
Total Lines: 22,882
Unique Words: 57,073
Vocabulary Density: 3.37%
Words per Line: 73.90

3. Character Analysis

Character Type Distribution

Kashmiri_Letters: 6,095,979 (71.21%)
Diacritics: 229,370 (2.68%)
Punctuation: 114,782 (1.34%)
Whitespace: 1,691,085 (19.75%)
Other: 429,766 (5.02%)

4. Word Analysis

Total Words: 1,691,085
Unique Words: 57,073
Lexical Density: 3.37%

Sentence Statistics:

Total Sentences: 65016

Sentence Length Analysis:

Shortest sentence: 1 characters
Longest sentence: 34581 characters
Average length: 129.6 characters
Median length: 73.0 characters

Sentence Categories:

Short Sentences:

Count: 28554 (43.9% of total) Example:

Medium Sentences:

Count: 27329 (42.0% of total) example:

Long Sentences:

Count: 9133 (14.0% of total)

NOTE: Some Sentences are exntensive Longer {Collection of many paragraphs} like like an Kashmiri news paper page below example"

Data Sources and Structure

The corpus integrates text from diverse sources to ensure comprehensive language coverage:

News articles and journalistic content (40% of corpus)
Literary works including prose and poetry (30% of corpus)
Academic texts and educational materials (20% of corpus)
Contemporary web content and social media texts (10% of corpus)

Word Categories

Suffixed Words: 106,904
Verbs: 107,773 Examples: کٔڈتھ, دپان, تتھ, تنہٕ, پُروان
Prefixed Words: 47,998 Examples: ہمسوس, پرٛوٕ, نا, بامن, پرٛاژن
Conjunctions: 26,003 Examples: تہٕ, کیاز, پتہٕہ
Postpositions: 26,132 Examples: منز
Pronouns: 12,082 Examples: تِم, یِم,

5. Linguistic Analysis

Word Patterns

Suffix تھ: 42,057
Suffix ان: 39,213
Prefix ہم: 2,258
Conjunctions: 26,003
Postpositions: 26,132
Suffix کہ: 8,802
Prefix پر: 10,791
Suffix تن: 4,649
Prefix نا: 11,373
Prefixes: 5,844
Verb Endings: 3,076
Prefix با: 13,929
Suffixes: 5,274
Suffix گر: 8,042
Prefix بے: 2,102
Prefix در: 7,545
Suffix کار: 1,670
Suffix دار: 2,337
Pronouns: 12,082
Suffix مند: 134
Compound Words: 841,419
Repeated Words: 54,466
Numbers In Text: 0
Foreign Words: 0

6. Text Structure

Average Sentence Length: 26.23 words
Total Sentences: 64,433
Compound Sentences: 9,742
Questions: 2,256

7. Quality Metrics

Average Word Length: 4.06 characters
Vocabulary Richness: 3.37%
Hapax Legomena: 0.23%
Dis Legomena: 0.20%

8. Statistical Analysis

Word Length Statistics

Mean: 4.06
Median: 4.00
Mode: 4.00
Std_Dev: 1.54
Range: 1 to 40

Basic Statistics

Total Tokens: 1,900,502
Unique Tokens: 34,748
Total Sentences: 679
Total Paragraphs: 1

Vocabulary Statistics

Vocabulary Size: 34,748
Type-Token Ratio: 0.0183
Average Token Length: 3.34

Readability Metrics

flesch_kincaid_grade: 1087.81
smog_index: 3.13
automated_readability_index: 1393.77

Statistical Metrics

entropy: 11.2982
perplexity: 2518.1899
simpson_diversity: 0.9968
yules_k: 95905.9989

Available Visualizations

The following visualization files have been generated:

zipf_distribution - Word frequency distribution
vocabulary_growth - Vocabulary growth curve
word_length_dist- Word length distribution
sentence_length_dist - Sentence length distribution
readability_scores - Comparison of readability metrics

Citation

If you use this dataset in your research, please cite it as follows:

@misc {haq_nawaz_malik_2024,
    author       = { {HAQ NAWAZ MALIK} },
    title        = { Kashmiri__Text_Corpus_Dataset (Revision dbb6f67) },
    year         = 2024,
    url          = { https://huggingface.co/datasets/Omarrran/Kashmiri__Text_Corpus_Dataset },
    doi          = { 10.57967/hf/3523 },
    publisher    = { Hugging Face }
}

Datasets:

Omarrran
/

Kashmiri__Text_Corpus_Dataset

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