| --- |
| language: |
| - en |
| license: odc-by |
| tags: |
| - document-classification |
| - text-classification |
| - web-pages |
| configs: |
| - config_name: AcademicWriting |
| data_files: |
| - path: |
| - AcademicWriting.jsonl.zst |
| split: train |
| - config_name: All |
| default: true |
| data_files: |
| - path: |
| - All/train.jsonl.zst |
| split: train |
| - path: |
| - All/test.jsonl.zst |
| split: test |
| - config_name: ContentListing |
| data_files: |
| - path: |
| - ContentListing.jsonl.zst |
| split: train |
| - config_name: CreativeWriting |
| data_files: |
| - path: |
| - CreativeWriting.jsonl.zst |
| split: train |
| - config_name: CustomerSupportPage |
| data_files: |
| - path: |
| - CustomerSupportPage.jsonl.zst |
| split: train |
| - config_name: DiscussionForumCommentSection |
| data_files: |
| - path: |
| - DiscussionForumCommentSection.jsonl.zst |
| split: train |
| - config_name: FAQs |
| data_files: |
| - path: |
| - FAQs.jsonl.zst |
| split: train |
| - config_name: IncompleteContent |
| data_files: |
| - path: |
| - IncompleteContent.jsonl.zst |
| split: train |
| - config_name: KnowledgeArticle |
| data_files: |
| - path: |
| - KnowledgeArticle.jsonl.zst |
| split: train |
| - config_name: LegalNotices |
| data_files: |
| - path: |
| - LegalNotices.jsonl.zst |
| split: train |
| - config_name: Listicle |
| data_files: |
| - path: |
| - Listicle.jsonl.zst |
| split: train |
| - config_name: NewsArticle |
| data_files: |
| - path: |
| - NewsArticle.jsonl.zst |
| split: train |
| - config_name: NonfictionWriting |
| data_files: |
| - path: |
| - NonfictionWriting.jsonl.zst |
| split: train |
| - config_name: OrganizationalAboutPage |
| data_files: |
| - path: |
| - OrganizationalAboutPage.jsonl.zst |
| split: train |
| - config_name: OrganizationalAnnouncement |
| data_files: |
| - path: |
| - OrganizationalAnnouncement.jsonl.zst |
| split: train |
| - config_name: PersonalAboutPage |
| data_files: |
| - path: |
| - PersonalAboutPage.jsonl.zst |
| split: train |
| - config_name: PersonalBlog |
| data_files: |
| - path: |
| - PersonalBlog.jsonl.zst |
| split: train |
| - config_name: ProductPage |
| data_files: |
| - path: |
| - ProductPage.jsonl.zst |
| split: train |
| - config_name: QAForum |
| data_files: |
| - path: |
| - QAForum.jsonl.zst |
| split: train |
| - config_name: SpamAds |
| data_files: |
| - path: |
| - SpamAds.jsonl.zst |
| split: train |
| - config_name: StructuredData |
| data_files: |
| - path: |
| - StructuredData.jsonl.zst |
| split: train |
| - config_name: TechnicalWriting |
| data_files: |
| - path: |
| - TechnicalWriting.jsonl.zst |
| split: train |
| - config_name: TranscriptInterview |
| data_files: |
| - path: |
| - TranscriptInterview.jsonl.zst |
| split: train |
| - config_name: TutorialHow-ToGuide |
| data_files: |
| - path: |
| - TutorialHow-ToGuide.jsonl.zst |
| split: train |
| - config_name: UserReviews |
| data_files: |
| - path: |
| - UserReviews.jsonl.zst |
| split: train |
| --- |
| # English Document Format Classification Dataset |
|
|
| English-language web pages classified by document type, designed to train robust text classifiers and provide ready-to-use data for specific web formats. |
|
|
| * **Purpose:** Train generalized document classifiers or extract clean, single-format corpora for specific downstream tasks. |
| * **Configurations:** Each document type is available in its own dedicated dataset configuration (e.g., `TutorialHow-ToGuide`, `PersonalAboutPage`). |
| * **Splits:** The `All` configuration contains every document type combined, featuring a 10% stratified test split. |
|
|
| ## Curation & Filtering Pipeline |
|
|
| This dataset is derived from a subset of the first 1 million rows of [`allenai/c4`](https://huggingface.co/datasets/allenai/c4), utilizing annotations from [`agentlans/en-document-classification`](https://huggingface.co/datasets/agentlans/en-document-classification). |
|
|
| 1. **Filtering:** Samples are included only when the `weborganizer_format` field matches `doc_type_v2_primary`. |
| 2. **Personally identifiable information (PII) removal:** Samples were removed based on [`agentlans/multilingual-e5-small-pii-detector`](https://huggingface.co/agentlans/multilingual-e5-small-pii-detector). |
|
|
| ## Class Distribution (`All` Split) |
|
|
| | Label | Train | Test | Total | |
| | --- | --- | --- | --- | |
| | Academic Writing | 7,913 | 879 | 8,792 | |
| | Content Listing | 10,204 | 1,134 | 11,338 | |
| | Creative Writing | 2,947 | 328 | 3,275 | |
| | Customer Support Page | 5,237 | 582 | 5,819 | |
| | Discussion Forum / Comment Section | 3,802 | 423 | 4,225 | |
| | FAQs | 1,505 | 167 | 1,672 | |
| | Incomplete Content | 758 | 84 | 842 | |
| | Knowledge Article | 17,141 | 1,905 | 19,046 | |
| | Legal Notices | 3,307 | 368 | 3,675 | |
| | Listicle | 4,546 | 505 | 5,051 | |
| | News Article | 35,401 | 3,933 | 39,334 | |
| | Nonfiction Writing | 830 | 92 | 922 | |
| | Organizational About Page | 17,953 | 1,995 | 19,948 | |
| | Organizational Announcement | 21,876 | 2,431 | 24,307 | |
| | Personal About Page | 6,514 | 724 | 7,238 | |
| | Personal Blog | 40,259 | 4,473 | 44,732 | |
| | Product Page | 146,827 | 16,314 | 163,141 | |
| | Q&A Forum | 4,069 | 452 | 4,521 | |
| | Spam / Ads | 67 | 7 | 74 | |
| | Structured Data | 2,110 | 235 | 2,345 | |
| | Technical Writing | 3,643 | 405 | 4,048 | |
| | Transcript / Interview | 777 | 86 | 863 | |
| | Tutorial / How-To Guide | 20,244 | 2,249 | 22,493 | |
| | User Reviews | 6,563 | 729 | 7,292 | |
| | **Total** | **364,493** | **40,500** | **404,993** | |
|
|
| ## Licensing |
|
|
| Distributed under the Open Data Commons Attribution License (ODC-BY), matching the licensing terms of upstream sources [`allenai/c4`](https://huggingface.co/datasets/allenai/c4) and [`agentlans/en-document-classification`](https://www.google.com/search?q=https://huggingface.co/datasets/agentlans/en-document-classification). |
|
|
