In-depth Analysis of the Urdu Corpus Dataset

This repository contains an in-depth analysis of an Urdu corpus dataset. The goal of this analysis is to provide insights into the Urdu text, including word frequency, character distribution, and more.

Dataset Overview

Number of Records: 6,315
Total Words: 6,453,695
Average Words per Record: 1,021.96
Number of Unique Words: 187,256
Vocabulary Richness: 0.0290 (Unique Words / Total Words)
Number of Hapax Legomena: 108,026 (Words that appear only once)
Total Characters: 29,807,965
Average Characters per Record: 4,720.18
Total Sentences (Estimated): 230,284
Average Sentence Length: 28.02 words

Most Common Words

The following are the 50 most common words in the corpus:

کے: 247,267
کی: 186,780
میں: 175,867
اور: 133,344
سے: 124,138
کا: 109,264
اس: 95,935
ہے: 91,902
کو: 88,741
کہ: 85,883
نے: 72,281
پر: 62,794
یہ: 55,129
ہے۔: 53,279
بھی: 51,484
کر: 51,201
ایک: 44,305
ان: 43,296
نہیں: 40,128
تو: 36,780

... and more.

Most Common Characters

The following are the 20 most common characters in the corpus:

Space: 6,447,380
ا: 2,918,252
ی: 2,328,438
ک: 1,482,038
ر: 1,445,200
و: 1,384,407
ہ: 1,224,706
ن: 1,168,827
ے: 1,138,267
م: 1,108,999

... and more.

Record Length Analysis

Shortest Record (Length: 13 words):
- "دوائیوں کا کاروبار یاسر پیرزادہ آئی بی سی اردو آئی بی سی اردو"

Longest Record: The longest record contains 30200 words.

Usage

You can use this dataset and analysis results for further natural language processing tasks, such as:

Language modeling
Sentiment analysis
Text generation
Translation

Usage Terms for this 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 Urdu 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 = { Urdu_text_corpus_by_HNM (Revision dcc50d8) }, year = 2024, url = { https://huggingface.co/datasets/Omarrran/Urdu_text_corpus_by_HNM }, doi = { 10.57967/hf/3530 }, 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 author.
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.

License

see above model card for License.

@misc {haq_nawaz_malik_2024,
    author       = { {HAQ NAWAZ MALIK} },
    title        = { Urdu_text_corpus_by_HNM (Revision dcc50d8) },
    year         = 2024,
    url          = { https://huggingface.co/datasets/Omarrran/Urdu_text_corpus_by_HNM },
    doi          = { 10.57967/hf/3530 },
    publisher    = { Hugging Face }
}

Datasets:

Omarrran
/

Urdu_text_corpus_by_HNM

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