|
--- |
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dataset_info: |
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features: |
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- name: url |
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dtype: string |
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- name: Name |
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dtype: string |
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- name: media |
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list: |
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- name: url |
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dtype: string |
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- name: url_ori |
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dtype: string |
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- name: caption |
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dtype: string |
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- name: source |
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dtype: string |
|
- name: type |
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dtype: string |
|
- name: header_text |
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dtype: string |
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- name: source |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 172283593 |
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num_examples: 253675 |
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download_size: 59583682 |
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dataset_size: 172283593 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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--- |
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# WikipediaMM-Indo Dataset |
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WikipediaMM-Indo is a comprehensive multimedia dataset collected from Indonesian regional Wikipedia dumps, including Indonesian, Javanese, and Minangkabau languages. The dataset contains images, videos, and audio files along with their associated captions. |
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## Dataset Description |
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This dataset is created by scraping multimedia content from the latest HTML dumps provided by [Wikimedia Enterprise](https://enterprise.wikimedia.com/). It includes content from three different Wikipedia language versions: |
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- Indonesian (id.wikipedia.org) |
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- Javanese (jv.wikipedia.org) |
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- Minangkabau (min.wikipedia.org) |
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### Data Collection |
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- Source: Wikimedia Enterprise HTML dumps (November 2024) |
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- Extraction Method: Automated scraping of media elements and their captions |
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- Media Types: Images, Videos, and Audio files |
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- Caption Collection: Associated text descriptions when available |
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### Statistics |
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#### Indonesian Wikipedia |
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- Total unique media links: 354,516 |
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- Breakdown by media type: |
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- Images: 352,150 |
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- Audio files: 1,057 |
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- Video files: 1,309 |
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#### Javanese Wikipedia |
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- Statistics to be determined |
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#### Minangkabau Wikipedia |
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- Statistics to be determined |
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## Data Format |
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Each entry in the dataset contains: |
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- Media URL |
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- Media type (image/video/audio) |
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- Associated caption (if available) |
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- Source language |
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- Additional metadata |
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## Limitations and Considerations |
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1. **Content Coverage** |
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- Some images from infoboxes might not be captured in the dataset |
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- Complex page layouts may affect content extraction |
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2. **Quality Considerations** |
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- Dataset may include icons and UI elements with non-meaningful captions |
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- Additional filtering may be required depending on use case |
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- Users should implement appropriate content filtering based on their needs |
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## Usage |
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This dataset is suitable for: |
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- Multilingual multimedia research |
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- Cross-lingual media understanding |
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- Indonesian regional language processing |
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- Cultural and linguistic studies |
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- Machine learning model training |
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## License |
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The dataset follows Wikimedia's licensing terms. Individual media files retain their original Wikipedia licenses. |
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## Citation |
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```bibtex |
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@misc{wikipediamm_indo2024, |
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title={WikipediaMM-Indo: A Multimedia Dataset from Indonesian Regional Wikipedia}, |
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year={2024}, |
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publisher={Hugging Face} |
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} |
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``` |
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## Future Updates |
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- Complete statistics for Javanese and Minangkabau content |
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- Regular updates with new Wikipedia dumps |
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- Additional metadata and filtering options |
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## Contact |
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For questions, feedback, or contributions, please open an issue in this repository. |
