license: cc-by-sa-3.0
language:
- ml
size_categories:
- 1M<n<10M
ml-wiki-sentences
Malayalam Wikipedia sentences extracted from article text, segmented into individual sentences.
Dataset Description
This dataset contains sentence-segmented text from Malayalam (ml) Wikipedia articles. Each row represents a single sentence extracted from Wikipedia articles, with metadata linking it back to the source article.
Data Source
- Source: Malayalam Wikipedia (ml.wikipedia.org)
- Dump Date: March 2025
- Original Dump: Wikimedia Enterprise HTML dumps (20250320)
- Articles Processed: 88,832 articles
- Total Sentences: 2,250,219 sentences
Language
- Language: Malayalam (ml)
- Script: Malayalam (ml)
Dataset Schema
| Column | Type | Description |
|---|---|---|
id |
int64 | Wikipedia article ID |
url |
string | Full URL to the Wikipedia article |
name |
string | Article title |
sentence |
string | Individual sentence text |
sentence_index |
int32 | Position of this sentence within the article (0-based) |
Dataset Creation
- Downloaded enterprise HTML dumps from Wikimedia
- Extracted article HTML and converted to Parquet format
- Used tree-sitter-html (Rust) to extract plain text from HTML
- Used sentencex (Rust) for sentence segmentation
Source code: https://github.com/santhoshtr/wikisentences
Licensing
Creative Commons Attribution-ShareAlike 3.0 Unported (CC BY-SA 3.0)
This dataset is derived from Wikipedia content, which is available under CC BY-SA 3.0. The source text is licensed under the same terms.
See: https://creativecommons.org/licenses/by-sa/3.0/
Citation
If you use this dataset in your research or projects, please cite:
ml-wiki-sentences Dataset (2025). Malayalam Wikipedia sentences.
Available at: https://huggingface.co/datasets/smcproject/ml-wiki-sentences
Contact
For questions or issues, please open an issue on the repository.
Dataset automatically generated from Malayalam Wikipedia dumps.