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+ ---
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+ license: other
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+ license_name: proprietary-license-required
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+ license_link: LICENSE
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+ pretty_name: Usenet Corpus 1980–2013 — Full (Samples)
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+ size_categories:
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+ - 10K<n<100K
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+ task_categories:
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+ - text-generation
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+ - text-classification
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+ language:
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+ - en
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+ - pl
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+ - nl
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+ - es
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+ - fr
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+ - it
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+ - de
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+ - ru
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+ - ja
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+ tags:
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+ - usenet
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+ - internet-history
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+ - forums
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+ - conversational
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+ - sample
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+ ---
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+
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+ # Usenet Corpus 1980–2013 — Full (Samples)
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+
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+ A small, browsable **showcase sample** of the *Usenet Corpus 1980–2013* (cleaned)
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+ dataset — long-form, pre-web Usenet posts. This repo is a free preview; the full,
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+ commercially-licensed corpus (408.0M posts, 103B tokens) is at:
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+
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+ - **Full cleaned dataset (gated):** https://huggingface.co/datasets/OwnedByDanes/Usenet-Corpus-1980-2013-Full
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+ - **Threaded companion:** https://huggingface.co/datasets/OwnedByDanes/Usenet-Corpus-1980-2013-Threaded
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+
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+ ## What's in this sample
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+
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+ Eleven gzipped JSON Lines files: one per hierarchy (about 5,000 posts each; ALT about 2,000),
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+ plus a **Big 8 combined** and an **all-hierarchies combined** sample (about 9,000 posts
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+ each). The per-hierarchy and combined files are independent draws and overlap.
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+
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+ Posts are selected as **whole conversations (threads) of at least 3 posts** — a
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+ deliberate showcase cut so the sample contains coherent discussions rather than
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+ isolated one-off posts. It is **not** representative of the full corpus's shape,
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+ which is mostly single-post threads; it is curated for readability. Related posts
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+ sit together within each file, and cross-post duplicates are removed within the
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+ sample. These are the same posts as the *Threaded* sample repo, without the three
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+ thread fields — see that repo if you want the conversation structure.
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+
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+ ## Record schema
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+
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+ Each line is a JSON object:
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+
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+ | Field | Type | Description |
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+ | --- | --- | --- |
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+ | `id` | string | Stable per-post identifier (`msg-` + hash of the original Message-ID). |
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+ | `group` | string | Newsgroup the post was archived under. |
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+ | `date` | string | Original post date (RFC 2822). |
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+ | `author` | string | Author display name as posted. Email addresses are redacted. |
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+ | `subject` | string | Subject line. |
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+ | `text` | string | Post body. |
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+
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+ ## Provenance and safety
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+
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+ Drawn from the cleaned, de-duplicated corpus: binary attachments and
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+ `alt.binaries.*` removed, adult groups excluded, author emails redacted,
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+ Message-IDs replaced with hashes, and content matching ClamAV malware signatures
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+ removed (the corpus passes a whole-file ClamAV scan with no detections). Content is
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+ otherwise preserved as posted — unmoderated historical text that may be offensive,
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+ biased, or wrong, and should be treated as a primary historical source.
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+
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+ ## License
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+
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+ **Proprietary.** © 2026 OwnedByDanes LLC. This sample is provided for evaluation
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+ only and conveys no right to use, copy, redistribute, or train on the data. Any use
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+ requires a separate written commercial license from OwnedByDanes LLC. See the
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+ `LICENSE` file. To request a license: **todd@ownedbydanes.com**.