| --- |
| license: apache-2.0 |
| language: |
| - en |
| - fr |
| - ar |
| - hi |
| tags: |
| - web-text |
| - text |
| - web-corpus |
| - web-data |
| pretty_name: CleanSite |
| size_categories: |
| - 100K<n<1M |
| task_categories: |
| - text-generation |
| --- |
| |
| # CleanSite |
|
|
| CleanSite is a multilingual web-text dataset published by **Nebulixlabs** for research, experimentation, and machine learning workflows involving large-scale web text. |
|
|
| The current dataset contains a single `train` split with **564,349 rows**. The dataset viewer exposes three primary fields: |
|
|
| * `text` — extracted web-page text |
| * `source` — source URL associated with the record |
| * `date` — timestamp associated with the record |
|
|
| ## Dataset Summary |
|
|
| | Property | Value | |
| | --------- | ------------ | |
| | Dataset | CleanSite | |
| | Publisher | Nebulixlabs | |
| | Modality | Text | |
| | Split | train | |
| | Rows | 564,349 | |
| | Format | Parquet | |
| | Languages | Multilingual | |
|
|
| ## Data Structure |
|
|
| ### `text` |
|
|
| The textual content associated with a web-page or web document. |
|
|
| ### `source` |
|
|
| The source URL associated with the record. |
|
|
| ### `date` |
|
|
| A timestamp associated with the source record. |
|
|
| ## Intended Use |
|
|
| CleanSite can be used for: |
|
|
| * web-text and corpus research |
| * text preprocessing experiments |
| * language-model and NLP research |
| * web-data analysis |
| * information retrieval experiments |
| * dataset prototyping and benchmarking |
|
|
| ## Limitations |
|
|
| The exact source collection, filtering, cleaning, deduplication, and licensing pipeline should be documented here by the dataset maintainer. |
|
|
| Because the data originates from web content, records may contain duplicated material, low-quality text, outdated information, offensive material, copyrighted text, or other content that requires additional filtering before downstream use. |
|
|
| Users should independently validate the dataset for their intended application. |
|
|
| ## Data Quality and Preprocessing |
|
|
| The current public repository does not fully document the complete preprocessing pipeline. |
|
|
| Before using this dataset for training or evaluation, users should consider: |
|
|
| * deduplication |
| * language identification |
| * HTML and boilerplate removal |
| * quality filtering |
| * personally identifiable information filtering |
| * unwanted or unsafe-content filtering |
| * train/evaluation leakage checks |
|
|
| ## Licensing and Attribution |
|
|
| The dataset repository currently does not provide enough licensing information to make a definitive statement about the legal status of every source document. |
|
|
| Users are responsible for verifying the applicable licenses, permissions, and terms for data used in their projects. |
|
|
| ## Maintainer |
|
|
| **Nebulixlabs** |
|
|
| Hugging Face: https://huggingface.co/Nebulixlabs |
|
|
| ## Citation |
|
|
| If you use CleanSite in research or software, please cite the Hugging Face repository: |
|
|
| ```text |
| Nebulixlabs. CleanSite. Hugging Face Datasets. |
| https://huggingface.co/datasets/Nebulixlabs/CleanSite |
| ``` |
|
|
| ## Additional Information |
|
|
| For questions, improvements, or collaboration, please use the repository discussion/community features on Hugging Face. |
