Voat — v/History

A Voat (Reddit alternative, 2013–2020) dataset of 3,677 submissions, 6,777 comments, 1,940 users, 3,996 collaboration edges, collected by Mekacher & Papasavva (ICWSM 2022) via full platform crawl. Each record contains user nodes (registration date, moderation status), directed weighted edges (commenter→submitter, weight=upvotes+1), submission titles and bodies, comment text, upvotes, downvotes, depth. Complete dataset for the Voat subverse v/History, covering its full lifetime on the platform (2013–2020). Includes all 3,677 submissions and 6,777 comments with full text and engagement metadata.. Suitable for social network analysis, community dynamics, content moderation, platform migration studies, online community research.

#Alt tech#Fringe platform#History#Subverse#V history

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 1,940 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

1.9K
Nodes
4K
Edges
1.06e-03
Density
39
Components
-0.181
Assortativity
1.0%
Reciprocity
1.1K
Bridges
Most central nodes
killer70.1511
Some_Guy_from_RI0.1439
boekanier0.09386
mememeyou0.08561
daskapitalist0.07014
Anarchy990.05157
Hanzo-Hasashi0.04332
Lazmat0.04229
Maxcactus0.04023
Owlchemy0.0392
Content metrics

10,454 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 4.907 ± 12.586
min 0max 251
downvotesμ 0.402 ± 1.2
min 0max 24
scoreμ 4.505 ± 12.319
min -16max 244
is link post91.4% true
true 91.4%false 8.6%
depthμ 0.665 ± 1.62
min -1max 19
8.5
Flesch–Kincaid grade
US school grade level
8.7
Automated readability index
Frequent terms
historywarmessagejewsautomatedpeoplelikeyoutubeyearsworldtimejewishdonwhiteknowthinkgoodjewhitlernewgreatdeleteduseramericangermangermanydayamericawaydidnoldaccountyearromanancientfoundempiremanreadbritish000todaylongrightsaidgoingthingshitdeathwant
Topic clusters

Topic 0

true
like
link
know
think
love
good
yeah

Topic 1

thank
interesting
read
share
hear
post
look
nice

Topic 2

jews
jewish
jew
israel
child
bad
sacrifice
poison

Topic 3

youtube
automate
message
documentary
history
animated
rise
war

Topic 4

account
delete
user

Topic 5

history
remember
forget
lesson
day
america
europe
erase

Topic 6

forum
war
year
time
new
man
people
history

Topic 7

soviet
russia
russian
revolution
jews
bolsheviks
jewish
stalin

Topic 8

fuck
kike
shit
faggot
fucking
suck
bullshit
eat

Topic 9

ancient
old
find
year
discover
human
egyptian
archaeologist

Topic 10

jews
jew
jewish
religion
god
million
white
holocaust

Topic 11

wrong
sound
try
fake
guy
let
fool
like
Show all 28 topics

Topic 12

youtube
automate
message
celsius
sound
congo
evolution
trip

Topic 13

roman
ancient
rome
empire
sepehr
youtube
robert
automate

Topic 14

germany
german
nazi
war
germans
wwii
world
soldier

Topic 15

delete
user
author

Topic 16

nigger
white
fuck
fucking
shit
people
like
drunk

Topic 17

germany
german
poland
hitler
russia
war
germans
million

Topic 18

hitler
holocaust
death
adolf
real
camp
claim
lie

Topic 19

war
vietnam
world
wwii
burns
ken
american
america

Topic 20

white
genocide
riot
stop
ellis
race
riots
people

Topic 21

muslim
islam
muhammad
muslims
islamic
spain
pedophile
prophet

Topic 22

medieval
misconceptions
castle
youtube
automate
message
period
sword

Topic 23

year
ago
library
old
years
change
alexandria
trace

Topic 24

hooktube
automate
message
maintenance
scientific
work
american

Topic 25

pearl
harbor
japanese
japan
attack
wwii
war
bomb

Topic 26

battle
britain
passchendaele
british
soldier
vietnam
interview
great

Topic 27

lincoln
history
lie
family
american
real
wind
agency
Top hashtags
#17
#53
#42
#72
#992
#071
#1223661
#1226281
#1296841
#131
#13181
#132001
#132211
#1339301
#1411
#1491191
#1491229551
#161
#1741
#21
Top emoji
🙄3
🌎2
🤡2
👍1
💎1
🔯1
🖕1
🤔1

Computed over the full corpus.

Record

Catalog key
voat-history
Authors
Mekacher, Amin; Papasavva, Antonis
Year
2022
Source paper
"I Can’t Keep It Up." A Dataset from the Defunct Voat.co News Aggregator
DOI / arXiv
10.1609/icwsm.v16i1.19382
License
Creative Commons Attribution 4.0 International (CC BY 4.0) (CC-BY-4.0)
Records
10,172
Nodes
1,940
Edges
3,996 (directed)
Attributes
nodes have attributes; edges have attributes
Languages
en
Collected
2014/2020 (2010s, 2020s)
Tasks
From the graph: link prediction, community detection
Region
Global (inferred: the platform is used worldwide)

Provenance

Originally published at
https://zenodo.org/records/5841668 link checked
Hosted copy
Mirrored on echo.directory on 2026-10-09, 16.5 MB across 4 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}
}

@article{Mekacher_2022,
  title     = {“I Can’t Keep It Up.” A Dataset from the Defunct Voat.co News Aggregator},
  volume    = {16},
  issn      = {2162-3449},
  url       = {http://dx.doi.org/10.1609/icwsm.v16i1.19382},
  doi       = {10.1609/icwsm.v16i1.19382},
  journal   = {Proceedings of the International AAAI Conference on Web and Social Media},
  publisher = {Association for the Advancement of Artificial Intelligence (AAAI)},
  author    = {Mekacher, Amin and Papasavva, Antonis},
  year      = {2022},
  month     = May,
  pages     = {1302–1311}
}

APA

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

Mekacher, A., & Papasavva, A. (2022). Voat — v/History [Data set]. https://doi.org/10.1609/icwsm.v16i1.19382

MLA

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

Mekacher, Amin, and Antonis Papasavva. Voat — v/History. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

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