Omarrran/Persian_text_corpus_dataset

Persian Text Corpus Dataset Analysis

Dataset Overview

• Dataset Name: Persian_Text_corpus .csv
• Total Records: 11,134
• Total Columns: 1
• Last Updated: 2024-11-17 10:02:42

Data Structure

Column Types

• Text Columns: One column only, :" [correct the frist row , keep any name to it
• ]
• Numeric Columns: 0
• Categorical Columns: 0

Text Analysis

کوتولههای سفید میشوند . ستارگان سنگینتر بهصورتِ ابرنواختر منفجر میشوندِ .ِ مادهِ بیرونِ ریخته از یکِ نواختر ، بخشی از

• Average Length: 122.01 characters
• Min Length: 107 characters
• Max Length: 156 characters
• Average Words: 26.85
• Unique Words: 27,979
• Null Values: 0
• Sample Vocabulary: بیریا, کودکانه, ارتباطی, عضِ, باتیستا

Persian Language Characteristics

• Contains Persian Text: Yes
• Persian Character Ratio: 77.57%
• Right-to-Left Text: Yes

Sample Photo

Usage Guidelines

import pandas as pd

# Load the dataset
df = pd.read_csv('Persian_Text_corpus.csv', encoding='utf-8')

Data Quality Notes

• The dataset contains Persian text
• Text directionality: Right-to-Left
• Special handling may be required for Persian character rendering and processing

Recommendations

1. Use appropriate Persian text processing libraries
2. Ensure proper UTF-8 encoding handling
3. Consider text direction in visualization and processing
4. Handle null values appropriately (present in multiple columns)

Note: " please correct the frist Row/"

Usage Terms for this 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 Persian 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 = { Persian_text_corpus_dataset (Revision 64bcb3d) }, year = 2024, url = { https://huggingface.co/datasets/Omarrran/Persian_text_corpus_dataset }, doi = { 10.57967/hf/3529 }, 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.

Citation

@misc {haq_nawaz_malik_2024,
    author       = { {HAQ NAWAZ MALIK} },
    title        = { Persian_text_corpus_dataset (Revision 64bcb3d) },
    year         = 2024,
    url          = { https://huggingface.co/datasets/Omarrran/Persian_text_corpus_dataset },
    doi          = { 10.57967/hf/3529 },
    publisher    = { Hugging Face }
}