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
longest sentence sample image
Contributing
Feel free to fork this repository and contribute to improving the dataset or extending the analysis.
License
see above model card for License.
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