Voat — v/Boards

A Voat (Reddit alternative, 2013–2020) dataset of 2,466 submissions, 5,090 comments, 869 users, 1,890 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/Boards, covering its full lifetime on the platform (2013–2020). Includes all 2,466 submissions and 5,090 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#Subverse#V boards

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Analytics

The interactive network needs JavaScript.

· graph.json

Node size is centrality, colour is community. Hover a node for details; click one to isolate its community.

869
Nodes
1.9K
Edges
2.51e-03
Density
6
Components
-0.3721
Assortativity
12.4%
Reciprocity
543
Bridges
Most central nodes
BOARDSISGREAT0.3306
HookHandNodin0.2154
EavanSmith0.2143
TheModsAreJews0.1452
BOILEDSWEETS0.0841
riseagaineire0.0841
EmmetMcTaggart0.07028
BannedByBoards10.053
Cathalcuck0.04724
Popefagatine0.04263
Content metrics

7,556 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 2.988 ± 5.505
min 0max 126
downvotesμ 0.296 ± 0.901
min 0max 13
scoreμ 2.692 ± 5.414
min -12max 124
is link post85.3% true
true 85.3%false 14.7%
depthμ 0.758 ± 1.868
min -1max 25
8.3
Flesch–Kincaid grade
US school grade level
8.9
Automated readability index
Frequent terms
niggeririshirelandboardspeoplelikemessageautomateddonfuckingknowtimewantthinkrightmancountryshitfuckneedgoodtwitterthreadwhitenewyearsmodspostdublingotplacegoingmuslimwayeuropesaidimmigrationsiteyoutubeasylumworldlookforummodbannedwomanwomenblackleftyear
Topic clusters

Topic 0

ireland
irish
refugee
people
black
citizen
migrant
citizenship

Topic 1

post
good
thank
great
look
lot
care
welcome

Topic 2

board
ban
mod
boards
account
post
poster
username

Topic 3

gardai
gardaí
dublin
attack
gang
garda
man
teen

Topic 4

cuck
faggot
ugly
butthurt
cunt
pathetic
cock
boy

Topic 5

automate
message
twitter
youtube
documentary
cousins
snapshot
ting

Topic 6

forum
mod
post
user
board
site
ban
boards

Topic 7

ireland
islamic
isil
irish
mutilation
genital
return
mosque

Topic 8

islam
muslims
muslim
islamic
religion
extremist
jihadi
terrorism

Topic 9

twitter
automate
message
alternative
view
ireland
irish
gemma

Topic 10

sweden
swedish
rap
girl
finland
woman
swede
gang

Topic 11

youtube
boylan
niall
automate
message
rté
immigration
election
Show all 33 topics

Topic 12

jail
man
year
sentence
rap
assault
suspend
court

Topic 13

provision
direct
asylum
seeker
centre
hotel
accommodation
caherciveen

Topic 14

asylum
migrant
refugee
syrian
housing
unemployed
immigration
esri

Topic 15

unmasking
unmasked
unmask
lady
bearded
billy
hill
unmasker

Topic 16

white
racist
racism
south
africa
privilege
license
right

Topic 17

dublin
city
mosque
protest
trump
homeless
spot
council

Topic 18

delete
user
account
author
snoop
proceeding
phrase
log

Topic 19

irish
ireland
fuck
country
people
fucking
city
racist

Topic 20

look
flair
dog
cuck
like
faggot
cunt
yes

Topic 21

europe
multiculturalism
migrant
europeans
immigration
wage
mass
petition

Topic 22

fucking
fuck
god
mayweather
thick
cunt
mcgregor
look

Topic 23

liberal
right
know
trait
alt
assumption
delicious
groupthink

Topic 24

irish
fuck
ireland
imply
know
dumb
people
stupid

Topic 25

justin
youtube
barrett
automate
message
ireland
irish
speech

Topic 26

fuck
fucking
ger
fucker
pork
jesus
poor
matey

Topic 27

nigger
spell
africa
mean
human
matter
homeland
invader

Topic 28

nigger
like
shit
think
woman
people
misogynist
opinion

Topic 29

imgur
non
link
automate
message

Topic 30

doxx
doxxe
boneyarsebogman
askmychoco
dox
search
bermingham
banker

Topic 31

mentally
ill
tax
like
hat
shit
far
work

Topic 32

muslim
germany
people
nation
need
political
church
country
Top hashtags
#diversity15
#newtotheparish10
#inclusion9
#currykebab6
#ireland6
#curry5
#homelessness4
#le194
#paddylast4
#lovewins3
#votegemma20193
#weareirish3
#african2
#autism2
#blm2
#castro2
#cblive2
#censorship2
#crime2
#cuba2
Top emoji
🇮32
🇪29
𝔞3
🐸3
😂3
🤔3
𝔯2
𝔰2
🇧2
🇬2
🇸2
😔2
𝔏1
𝔒1
𝔢1

Computed over the full corpus.

Record

Catalog key
voat-boards
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
7,441
Nodes
869
Edges
1,890 (directed)
Attributes
nodes have attributes; edges have attributes
Languages
en
Collected
2015/2020 (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, 14.9 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/Boards [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/Boards. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

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