Usenet Sample — humanities.* hierarchy

A Usenet (sample) dataset of 7,361 posts from 7 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.

#Early internet#Humanities#Newsgroup

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Analytics

8.7
Flesch–Kincaid grade
US school grade level
10.3
Automated readability index
Frequent terms
emailwroteshakespearelikedonthinkknowtimepeoplemessagenewsgoodnbspsaidwaymanrightwagnerlifeevidencefactreadtruepointjohnartworldoxfordnewworkyearsusethingsblahgreatfindwordsbelievearticlebookplaythingquestionwordcoursecasekingplaysgodcome
Topic clusters

Topic 0

email
write
message
neuendorffer
article
art
ken
fred

Topic 1

king
man
shakespeare
come
shall
time
thy
god

Topic 2

think
right
true
fact
mean
thing
concept
people

Topic 3

wagner
ring
music
opera
hitler
richard
bayreuth
recording

Topic 4

ken
chris
email
gardner
write
cathcart
speicher
objectivist

Topic 5

kolker
robert
bob
write
email
theory
know
thing

Topic 6

shakespeare
play
marlowe
write
work
author
evidence
know

Topic 7

crowley
paul
write
email
sonnet
shakespeare
time
word

Topic 8

blah
post
people
god
list
group
newsgroup
money

Topic 9

email
write
post
message
mark
article
read
understand

Topic 10

kolker
robert
bob
write
email
message
utc
weiss

Topic 11

art
email
neuendorffer
article
write
aka
lunatic
noonedafter
Show all 15 topics

Topic 12

klein
jim
force
email
write
think
knowledge
fact

Topic 13

fred
weiss
email
write
message
know
think
fact

Topic 14

gordon
sollars
truth
write
proposition
email
know
axiom
Top hashtags
#ff000073
#0000ff66
#ff00ff50
#142
#623
#220
#319
#418
#515
#00800013
#0000008
#toppoems7
#104
#8000004
#82213
#132
#82202
#libretti2
#mart2
#portrait2

Computed over the full corpus.

Record

Catalog key
usenet-humanities
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 — humanities.* hierarchy [Data set]. https://usenet-humanities.echo.directory/

MLA

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

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

BibTeX · RIS · CSL-JSON

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