Voat Far-Right Politics Communities

A Voat (Reddit alternative, 2013–2020) dataset of 552,155 submissions, 2,506,862 comments, 57,280 users, 934,284 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. Thematic cluster of 75 Voat subverses covering voat far-right politics communities, combining 552,155 submissions and 2,506,862 comments into a single user collaboration network for cross-community analysis.. Suitable for cross-community analysis, topic modeling, platform dynamics, social network analysis, content moderation research.

#Far right#Icwsm#Platform migration#Subverse

Download data BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 57,280 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

57.3K
Nodes
934.3K
Edges
2.85e-04
Density
64
Components
-0.1547
Assortativity
5.2%
Reciprocity
19.5K
Bridges
Most central nodes
fluxusp0.1509
Joker680.1427
1Sorry_SOB0.1136
bdmthrfkr0.09538
tendiesonfloor0.09073
sand_mann0.08879
TREDDITFIRST0.08644
FreeSpeachRocks0.07762
icuntstopswearing0.06947
daskapitalist0.06837
Content metrics

3,059,017 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 6.066 ± 20.424
min 0max 2.5K
downvotesμ 0.555 ± 1.856
min 0max 392
scoreμ 5.511 ± 20.09
min -122max 2.4K
is link post90.0% true
true 90.0%false 10.0%
depthμ 1.073 ± 9.837
min -1max 7.6K
9.4
Flesch–Kincaid grade
US school grade level
10.1
Automated readability index
Frequent terms
trumpdeleteduseraccountpeoplepoliticswhitepresidentclintonnewlikenewshillarydonaldelectionobamadonrightdemocratsjewssaysmediaamericatimestatereportworldjewgoinggovernmentblackpoliticalwantwarknowisraelcampaignhousethinkleftjewishpostbidenstickyvideoamericanvotefreesandersanti
Topic clusters

Topic 0

trump
donald
president
trumps
gop
rally
win
new

Topic 1

left
right
alt
people
think
know
like
transgender

Topic 2

jews
jewish
israel
holocaust
israeli
jew
hitler
nazi

Topic 3

comey
fbi
mueller
russia
russian
investigation
collusion
trump

Topic 4

migrant
refugee
macron
french
german
sweden
merkel
swedish

Topic 5

vote
election
voter
fraud
ballot
voting
state
dominion

Topic 6

hillary
clinton
bill
clintons
foundation
sanders
campaign
bernie

Topic 7

account
delete
user

Topic 8

white
black
antifa
people
nigger
africa
south
race

Topic 9

delete
user

Topic 10

democrats
democrat
party
republicans
republican
democratic
gop
dems

Topic 11

syria
iran
russia
korea
saudi
assad
north
deal
Show all 28 topics

Topic 12

biden
joe
kamala
hunter
harris
campaign
video
big

Topic 13

pelosi
impeachment
nancy
schumer
impeach
trump
maxine
speaker

Topic 14

bernie
sanders
iowa
campaign
win
socialism
socialist
democratic

Topic 15

wall
border
immigration
trump
drug
daca
mexico
travel

Topic 16

author
delete
marina
niece
archive
thread

Topic 17

voat
censorship
speech
shill
youtube
free
ban
brigade

Topic 18

email
clinton
hillary
fbi
emails
investigation
benghazi
wikileak

Topic 19

gun
firearm
control
guns
nra
shooting
right
shoot

Topic 20

tax
wage
minimum
pay
debt
irs
taxis
income

Topic 21

muslim
islam
muslims
terrorist
islamic
terror
sharia
islamophobia

Topic 22

coronavirus
virus
mask
scientist
pandemic
science
china
truth

Topic 23

account
delete
user

Topic 24

politic
sticky
news
spam
discussion
report
subverse
politics

Topic 25

police
crime
protest
peaceful
shooting
protester
city
baltimore

Topic 26

obamacare
repeal
court
supreme
gop
gorsuch
health
bill

Topic 27

fake
facebook
news
twitter
alex
jones
infowars
story
Top hashtags
#124
#walkaway15
#metoo14
#blacklivesmatter10
#fakenews10
#maga10
#releasethememo8
#x278
#stopthefraud7
#selection6
#24
#antifa4
#blm4
#cnnblackmail4
#mybordersmychoice4
#spiritcooking4
#stopthesteal4
#unitetheright4
#winning4
#193
Top emoji
🚨8
👊6
📁5
🤔4
💩3
🤛3
🤜3
👌2
🇮1
🇱1
🇸1
🇺1
🌎1
🌶1
🏼1

Sampled: text metrics from 50K of 2.9M records; topic model from 20K.

Record

Catalog key
voat-far-right-politics
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
2,886,948
Nodes
57,280
Edges
934,284 (directed)
Attributes
nodes have attributes; edges have attributes
Languages
en
Collected
2013/2020 (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, 1.4 GB across 152 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 Far-Right Politics Communities [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 Far-Right Politics Communities. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

Similar datasets 10 all with scores →