| | --- |
| | license: apache-2.0 |
| | task_categories: |
| | - text-generation |
| | - fill-mask |
| | - summarization |
| | - text-classification |
| | language: |
| | - ks |
| | pretty_name: Omarrran/Kashmiri__Text_Corpus_Dataset |
| | size_categories: |
| | - 10K<n<100K |
| | --- |
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| | # Comprehensive Kashmiri Text Analysis Report |
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| | ## 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 |
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| | - 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% |
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| | ### Sentence Statistics: |
| | Total Sentences: 65016 |
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| | Sentence Length Analysis: |
| | - Shortest sentence: 1 characters |
| | - Longest sentence: 34581 characters |
| | - Average length: 129.6 characters |
| | - Median length: 73.0 characters |
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| | 3. Sentence Categories: |
| | |
| | Short Sentences: |
| | - Count: 28554 (43.9% of total) |
| | Example: |
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| | Medium Sentences: |
| | - Count: 27329 (42.0% of total) |
| | example: |
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| | 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" |
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| | ### Data Sources and Structure |
| | The corpus integrates text from diverse sources to ensure comprehensive language coverage: |
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| | ### |
| | - **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)** |
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|
| | ### Usage Terms for the Kashmiri Text Corpus Dataset |
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| | 1. **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. |
| |
|
| | 2. **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 } |
| | }] |
| | |
| | 3. **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. |
| | |
| | 4. **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] |
| | |
| | 5. **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. |
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| | ### 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 |
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| | ## Basic Statistics |
| | - Total Tokens: 1,900,502 |
| | - Unique Tokens: 34,748 |
| | - Total Sentences: 679 |
| | - Total Paragraphs: 1 |
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| | ## Vocabulary Statistics |
| | - Vocabulary Size: 34,748 |
| | - Type-Token Ratio: 0.0183 |
| | - Average Token Length: 3.34 |
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| | ## 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 |
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| | -------------------------------------------------------------- |
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| | ```bibtex |
| | @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 } |
| | } |
