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AcademicWriting.jsonl.zst

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ContentListing.jsonl.zst

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CreativeWriting.jsonl.zst

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DiscussionForumCommentSection.jsonl.zst

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FAQs.jsonl.zst

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IncompleteContent.jsonl.zst

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KnowledgeArticle.jsonl.zst

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LegalNotices.jsonl.zst

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Listicle.jsonl.zst

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NewsArticle.jsonl.zst

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NonfictionWriting.jsonl.zst

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OrganizationalAboutPage.jsonl.zst

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OrganizationalAnnouncement.jsonl.zst

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PersonalAboutPage.jsonl.zst

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PersonalBlog.jsonl.zst

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ProductPage.jsonl.zst

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QAForum.jsonl.zst

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README.md

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 ---
+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).

SpamAds.jsonl.zst

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StructuredData.jsonl.zst

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TechnicalWriting.jsonl.zst

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TranscriptInterview.jsonl.zst

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TutorialHow-ToGuide.jsonl.zst

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UserReviews.jsonl.zst

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