---
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
---




![image/png](https://cdn-uploads.huggingface.co/production/uploads/66afb3f1eaf3e876595627bf/kg2j1ejr-73w-LIIXGm1V.png)






# 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

![image/png](https://cdn-uploads.huggingface.co/production/uploads/66afb3f1eaf3e876595627bf/K9aLMDYYaG9jM8FYjXNu9.png)

- 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%



![image/png](https://cdn-uploads.huggingface.co/production/uploads/66afb3f1eaf3e876595627bf/R7ejiC8Z0KeRfFMPlqa-G.png)

###  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

3. Sentence Categories:

Short Sentences:
- Count: 28554 (43.9% of total)
Example:

![image/png](https://cdn-uploads.huggingface.co/production/uploads/66afb3f1eaf3e876595627bf/SCaZEoRihdrW4FTk6muPa.png)

Medium Sentences:
- Count: 27329 (42.0% of total)
example:

![image/png](https://cdn-uploads.huggingface.co/production/uploads/66afb3f1eaf3e876595627bf/B8UTgnlwGTC7TdPtTtbcT.png)

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" 

![image/png](https://cdn-uploads.huggingface.co/production/uploads/66afb3f1eaf3e876595627bf/-ZVzx-DNn_29EO8dj0Mvb.png)

 

![image/png](https://cdn-uploads.huggingface.co/production/uploads/66afb3f1eaf3e876595627bf/-fOJ4hNxfS5GuzqJmylEY.png)

"

### Data Sources and Structure
The corpus integrates text from diverse sources to ensure comprehensive language coverage:

![image/png](https://cdn-uploads.huggingface.co/production/uploads/66afb3f1eaf3e876595627bf/HhEDaRasGB_1ZIC4HacCb.png)
### 
- **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

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.



### 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


![image/png](https://cdn-uploads.huggingface.co/production/uploads/66afb3f1eaf3e876595627bf/HYyf7O8KC1ZK5n2qvUeAt.png)


## 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



![image/png](https://cdn-uploads.huggingface.co/production/uploads/66afb3f1eaf3e876595627bf/GKJNbT30LXcO-eDcujbXJ.png)



![image/png](https://cdn-uploads.huggingface.co/production/uploads/66afb3f1eaf3e876595627bf/2uT6LzDjzRrgTwNWM-R0Y.png)




![image/png](https://cdn-uploads.huggingface.co/production/uploads/66afb3f1eaf3e876595627bf/BQL6DGi6ewgSI2BzK4PwB.png)

--------------------------------------------------------------





```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 }
}