Usenet Sample — soc.* hierarchy

A Usenet (sample) dataset of 7,361 posts from 273 newsgroups, collected by OwnedByDanes via Hugging Face. Each record contains post text, newsgroup, date, author, subject. Sample of Usenet posts from 1980–2013, with 5,000 posts per top‑level hierarchy. Covers comp.*, sci.*, rec.*, alt.*, etc.. Suitable for historical discourse analysis, early internet culture, topic evolution, authorship attribution.

#Authorship attribution#Early internet#Newsgroup

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Analytics

8.6
Flesch–Kincaid grade
US school grade level
10.5
Automated readability index
Frequent terms
emailquewrotepeoplelosnewspartiesdelpormessagesaidlikesexcontimeparalasdontoynewknowunauniversityworldgodculturethinkliferadiosoc000ddawaygoodcomojesusyearswarsonstategovernmentusaarticlerightddocollegefatherwantadultoccitan
Topic clusters

Topic 0

write
email
message
news
article
feb
dec
think

Topic 1

usa
family
email
eng
john
list
william
information

Topic 2

heavenly
holy
father
spirit
vida
christ
jesus
life

Topic 3

allah
islam
prophet
muslims
god
book
divorce
muslim

Topic 4

depression
scale
like
think
feel
good
time
write

Topic 5

que
wrote
para
por
uma
nao
clara
email

Topic 6

cov
yuav
yog
lawm
peb
tau
los
tsis

Topic 7

government
pakistan
ton
state
member
minister
police
year

Topic 8

parties
toy
sex
adult
romance
california
party
new

Topic 9

nie
sie
yang
itu
ale
jak
dan
jest

Topic 10

god
jesus
christ
bible
scripture
man
sin
know

Topic 11

write
email
schrijven
vee
message
bericht
hotac
wrote
Show all 13 topics

Topic 12

army
war
force
german
write
troop
infantry
latvia
Top hashtags
#124
#155214
#ï13
#211
#610
#0d3b39cd54f56c8c8
#daf6a9654879d5758
#e57fb14e01c0d01e8
#87
#56
#5646
#00000000055
#45
#0000004
#064
#11524
#6364
#ff00004
#ffffff4
#q34

Computed over the full corpus.

Record

Catalog key
usenet-soc
Authors
OwnedByDanes
Year
2026
Source paper
Usenet Corpus Sample (5000 posts per hierarchy)
License
Free sample — full corpus gated (contact usenetoverlord@gmail.com)
Records
7,361
Languages
en
Collected
1980–2013 (Before 1990, 1990s, 2000s, 2010s)
Region
Global (inferred: the platform is used worldwide)

Provenance

Originally published at
https://huggingface.co/datasets/OwnedByDanes/Usenet-Corpus-1980-2013 link checked
Hosted copy
Mirrored on echo.directory on 2026-10-02, 101.9 MB across 1 files. Checksums in MANIFEST.json.

How to cite

BibTeX

@misc{echo2026,
  title  = {ECHO: Exploratory Compendium of Humanity Online},
  author = {Switzer, Braden and Zafarani, Reza},
  year   = {2026},
  url    = {https://echo.directory},
  note   = {Syracuse University}
}

@misc{usenet_sample_2026,
  title     = {Usenet Corpus Sample (5000 posts per hierarchy)},
  author    = {OwnedByDanes},
  year      = {2026},
  publisher = {Hugging Face},
  url       = {https://huggingface.co/datasets/OwnedByDanes/Usenet-Corpus-1980-2013}
}

APA

Switzer, B., & Zafarani, R. (2026). ECHO: Exploratory Compendium of Humanity Online [Data repository]. Syracuse University. https://echo.directory

OwnedByDanes (2026). Usenet Sample — soc.* hierarchy [Data set]. https://usenet-soc.echo.directory/

MLA

Switzer, Braden, and Reza Zafarani. ECHO: Exploratory Compendium of Humanity Online. Syracuse University, 2026, echo.directory.

OwnedByDanes. Usenet Sample — soc.* hierarchy. 2026, usenet-soc.echo.directory/.

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