# Hindi Antonyms Dataset (हिंदी विलोम शब्दकोश)

## Overview

This dataset contains a comprehensive collection of Hindi words and their antonyms (विलोम शब्द). It is designed to assist NLP research, language learning, and applications focused on Hindi language processing. The dataset provides word-antonym pairs that can be used for tasks like:

- Semantic analysis
- Language learning and education
- Text enrichment
- Linguistic research
- Vocabulary expansion

## Dataset Structure

The dataset contains the following columns:

- `शब्द` (Word): The Hindi word
- `विलोम` (Antonym): The antonym of the given word

## Dataset Statistics

- Total word pairs: ~2500
- Format: Available in parquet format
- Split: Single train split (100% of data)


## Example Entries

| शब्द (Word) | विलोम (Antonym) |
|------------|-----------------|
| अनादि      | आदि              |
| अमृत       | विष               |
| अकाल       | सुकाल             |
| अंकुश      | निरंकुश            |
| अनुकूल     | प्रतिकूल           |

## Usage

```python
from datasets import load_dataset

# Load the dataset
dataset = load_dataset("Process-Venue/hindi-antonyms")

# Access the training split
train_data = dataset["train"]

# Get a sample
sample = train_data[0]
print(f"Word: {sample['शब्द']}, Antonym: {sample['विलोम']}")
```

## Source and Preparation

This dataset was compiled from various Hindi language resources and educational materials. It was converted from a text file to a structured parquet format with standardized train/validation/test splits to facilitate machine learning applications.

## License

This dataset is shared under [Creative Commons Attribution 4.0 International License](https://creativecommons.org/licenses/by/4.0/).

## Citation

If you use this dataset in your research or application, please cite:

```
@misc{hindi-antonyms-dataset,
  title={Hindi Antonyms Dataset},
  author={Process Venue},
  year={2025},
  howpublished={HuggingFace Datasets},
  url={https://huggingface.co/datasets/Process-Venue//hindi-antonyms}
  website={https://www.processvenue.com/}
}
```


## Contact

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- **Custom Dataset Creation**: Need a specialized dataset? We can help you build it.
- **Data Enhancement**: We can expand or customize this dataset for your specific requirements.
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For questions, suggestions, or personalized dataset requests, please:
- Open an issue on the dataset repository
- Contact us directly at: sales@processvenue.com
- Visit our website: [www.processvenue.com](https://www.processvenue.com/)

We welcome feedback and are committed to supporting the NLP and language learning communities.