Voat — v/4chan

A Voat (Reddit alternative, 2013–2020) dataset of 3,617 submissions, 44,794 comments, 5,726 users, 18,506 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/4chan, covering its full lifetime on the platform (2013–2020). Includes all 3,617 submissions and 44,794 comments with full text and engagement metadata.. Suitable for social network analysis, community dynamics, content moderation, platform migration studies, online community research.

#Platform migration#Subverse

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 5,726 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

5.7K
Nodes
18.5K
Edges
5.65e-04
Density
11
Components
-0.2366
Assortativity
1.4%
Reciprocity
2.7K
Bridges
Most central nodes
bdmthrfkr0.3013
tendiesonfloor0.2763
Splooge0.2718
Larry_C0.1684
Dark_Shroud0.1085
TrumpTheGodEmperor0.1029
ComedicGoat0.0931
blumen4alles0.08646
skymod0.07022
antiliberalsociety0.07004
Content metrics

48,411 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 8.686 ± 28.741
min 0max 535
downvotesμ 0.515 ± 1.638
min 0max 59
scoreμ 8.17 ± 28.288
min -55max 529
is link post92.2% true
true 92.2%false 7.8%
depthμ 1.017 ± 1.983
min -1max 33
6.6
Flesch–Kincaid grade
US school grade level
7.1
Automated readability index
Frequent terms
niggerlikepeopledonthinkknowshittimegoodwhitefuckingwantfuckrightwaywomenanongoingjewsneedgotthing4chanyearsmanactuallyworkworlddoesnbetterthingslifedidnniggerslookrealuseguypostsuredaymensaidletisnblackpointlotbadjew
Topic clusters

Topic 0

anon
explain
describe
advice
ago
year
question
offer

Topic 1

jews
jew
jewish
goyim
israel
vey
jewe
israeli

Topic 2

nigger
niggerfaggot
niggers
black
sand
kill
nigga
nig

Topic 3

user
delete
account
datamine
accuse

Topic 4

faggot
fag
lever
faggotry
newfag
massive
flag
link

Topic 5

thank
good
sense
classic
welcome
lol
offline
info

Topic 6

fuck
fucking
fucker
fuckin
bastard
genius
door
damn

Topic 7

trump
vote
biden
president
win
democrat
election
fraud

Topic 8

think
mean
need
talk
giraffe
use
prison
discriminate

Topic 9

shit
fuck
fag
cop
fucking
like
think
fun

Topic 10

jew
jews
jewish
white
people
slave
think
like

Topic 11

trump
audit
estate
opinion
people
leftist
medium
government
Show all 66 topics

Topic 12

white
americans
false
flag
race
supremacist
constitution
pearl

Topic 13

pie
site
want
bake
disinfo
kill
alarm
jump

Topic 14

post
paste
copy
host
pence
best
original
twitter

Topic 15

robot
normie
redpille
reddit
web
yotsuba
goes
pasta

Topic 16

kek
praise
maybe
probably
dub
geert
wilders
kvetch

Topic 17

read
great
look
cape
blurry
comment
thread
cap

Topic 18

people
power
youtube
want
like
young
left
group

Topic 19

like
right
hard
answer
peso
short
correct
proper

Topic 20

know
touch
arch
washer
dryer
arrange
mean
fridge

Topic 21

laugh
funny
cry
hard
funniest
hilarious
holy
comrade

Topic 22

jesus
bum
christ
haha
wakanda
hahahaha
rekt
tyrone

Topic 23

murdoch
deserve
joke
watch
literally
god
hang
hero

Topic 24

forget
ruin
woman
forgot
mother
stand
vagina
women

Topic 25

doubt
pay
isis
visit
training
cia
war
meme

Topic 26

woman
dad
man
baby
kid
shit
neckbeard
seat

Topic 27

time
ask
thread
work
page
question
begin
find

Topic 28

ban
agree
bean
bring
ooh
win
deliver
roasted

Topic 29

fake
gay
porn
nude
honorable
splooge
alien
predictive

Topic 30

teacher
chromosome
dna
pregnant
father
harsh
parent
child

Topic 31

delete
user
author
tale
ban
rule

Topic 32

voat
hwndu
glownigger
flag
post
vault
season
constant

Topic 33

woman
man
father
mother
whore
male
female
sex

Topic 34

want
internet
blend
text
contract
wanna
fame
jesus

Topic 35

kike
kick
argument
mean
aggressor
gaslighte
kikery
victim

Topic 36

girlfriend
tranny
girl
sex
turn
jannie
meet
attract

Topic 37

fuck
gay
school
weed
crazy
putt
hand
funny

Topic 38

kill
pol
riot
poland
board
drake
censor
greatest

Topic 39

autism
autistic
autist
level
peak
arouse
friendo
autismo

Topic 40

hope
wonder
prophecy
join
ground
happen
hopium
orly

Topic 41

antifreeze
styrofoam
salt
bottle
liquid
stomach
chip
burn

Topic 42

pay
wage
work
soon
practise
obsolete
gofundme
moral

Topic 43

happen
happening
echo
flow
chamber
wonder
join
school

Topic 44

accurate
cool
expect
experience
newfriend
hello
meme
krabs

Topic 45

fat
fatty
eat
fart
swallow
bed
awfully
fatness

Topic 46

dennis
fail
shitposting
fbi
btfo
shitpost
dipshit
twitter

Topic 47

goy
holocaust
shut
vey
cough
shutdown
jimmy
bad

Topic 48

nah
wtf
pic
unrelated
nope
perk
lice
outloud

Topic 49

chan
email
chris
address
information
exactly
citizen
post

Topic 50

long
neat
era
favorite
feel
game
fantasy
recommend

Topic 51

archive
link
source
directly
edit
direct
nevermind
math

Topic 52

nice
brilliant
impressive
thing
beautiful
frenz
boer
frankie

Topic 53

real
eye
soul
photo
sore
arnt
dammit
oprah

Topic 54

thing
bud
eachother
vegetable
trayvon
animate
flush
bounce

Topic 55

shit
sad
hilarious
funny
decade
oblige
ongoing
hysterical

Topic 56

automate
message
youtube
imgur
non
link
hooktube
honk

Topic 57

wrong
spell
mistake
chap
naw
crockpot
wanker
override

Topic 58

notification
suppress
link
append
automatically
cross
forward
bot

Topic 59

muslim
islam
muslims
terrorist
extremist
convert
islamic
arabs

Topic 60

pedo
nba
radicalize
instagram
arrest
kidnap
champion
predator

Topic 61

truth
viking
stand
approve
chamber
style
death
memory

Topic 62

retard
retarded
appreciate
game
literate
vial
tetris
aspie

Topic 63

guess
ready
dotr
hannukah
popcorn
shovel
poll
miss

Topic 64

toilet
duct
cucumber
brah
flush
mortgage
cosmetic
tendie

Topic 65

jews
jewish
zionist
million
israel
war
hoess
serbia
Top hashtags
#122
#6422
#mybordersmychoice20
#s9
#metoo8
#25
#mywhiteprivilege5
#diversitywalk4
#33
#53
#s513
#666666662
#85137842
#compleat_annialialation2
#lil2
#medialiesagain2
#pickyourbattles2
#q1125529552
#remember2
#resist2
Top emoji
😂42
👌15
🤣14
👏12
🇸7
🇺7
👍7
👃6
🔯6
😁4
🤔4
🌈3
🏻3
🏼3
🤨3

Computed over the full corpus.

Record

Catalog key
voat-4chan
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
42,475
Nodes
5,726
Edges
18,506 (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, 28.9 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/4chan [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/4chan. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

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