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 (1.6 million)
Total Lines: 22,882 (one line collection of many sentences)
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)

Usage Terms for the Kashmiri Text Corpus Dataset

Purpose of Use
This dataset is made available for the purpose of training machine learning models, academic research, and other non-commercial uses related to the Kashmiri language and its applications.
Citation Requirement
If you use this dataset for research, training models, or any other purpose, you must provide proper attribution by citing the following:

[ @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 } }]
Modifications and Extensions
Any modifications, extensions, or derivative works created using this dataset must not be redistributed, published, or shared without obtaining explicit written permission from the dataset's creator.
Contact for Permissions
For any queries regarding usage, such as modifications, extensions, commercial applications, or redistribution, please contact the Author at:

[Hnm{dot}cs{dot}ai{at}outlook{dot}com]
Disclaimer
The dataset is provided "as is" without any warranties, guarantees, or liabilities. The creator assumes no responsibility for any direct or indirect consequences resulting from its use.

By using this dataset, you agree to abide by these terms.

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

@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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