Usenet Sample — misc.* hierarchy

A Usenet (sample) dataset of 7,361 posts from 182 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

8.2
Flesch–Kincaid grade
US school grade level
9.8
Automated readability index
Frequent terms
emailwrotenewlikepeopletimedonknownewsyearsmessagethinkinformationworkgoodsaidusefreejob000wantsystemneedwaysoftwareyearexperiencedaymoneyarticleworldmailbusinessrighthighpartiescompanypassionstatesupportgoingpricebestpostlongthanksservicedrivetaxhome
Topic clusters

Topic 0

write
email
message
article
post
like
know
news

Topic 1

drive
card
email
price
scsi
new
sale
include

Topic 2

passion
people
world
know
like
think
war
time

Topic 3

train
write
email
car
bus
line
rail
station

Topic 4

job
experience
resume
position
project
information
development
system

Topic 5

stock
market
fund
price
high
low
investment
trading

Topic 6

tax
income
taxis
write
pay
guidelines
charter
year

Topic 7

visa
canada
immigration
application
apply
year
work
time

Topic 8

exercise
baby
insulin
weight
diabetes
increase
blood
child

Topic 9

baby
sleep
write
day
know
month
like
week

Topic 10

list
money
send
post
business
step
internet
newsgroup
Top hashtags
#61623110
#191
#6160758
#248
#14947
#535
#326
#424
#618
#821116
#821714
#82128
#82208
#82218
#77
#96
#18974
#18984
#19194
#25444

Computed over the full corpus.

Record

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

MLA

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

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

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