Voat — v/SJWHate

A Voat (Reddit alternative, 2013–2020) dataset of 5,333 submissions, 23,687 comments, 3,828 users, 12,449 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/SJWHate, covering its full lifetime on the platform (2013–2020). Includes all 5,333 submissions and 23,687 comments with full text and engagement metadata.. Suitable for social network analysis, community dynamics, content moderation, platform migration studies, online community research.

#Alt tech#Anti sjw#Fringe platform#Subverse#V sjwhate

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 3,828 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

3.8K
Nodes
12.4K
Edges
8.50e-04
Density
15
Components
-0.1929
Assortativity
0.9%
Reciprocity
1.8K
Bridges
Most central nodes
DietCokehead10.2981
Some_Guy_from_RI0.2117
Bill_Murrays_Sandals0.1881
fluxusp0.1184
daskapitalist0.09929
YoungerX0.09903
Thisismyvoatusername0.09694
Grimlock20150.06454
Pwning4Ever0.05278
CANCEL-CAT-FACTS0.05174
Content metrics

29,020 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 7.412 ± 20.11
min 0max 306
downvotesμ 0.4 ± 1.589
min 0max 72
scoreμ 7.012 ± 19.839
min -23max 305
is link post87.5% true
true 87.5%false 12.5%
depthμ 1.054 ± 4.203
min -1max 111
7.4
Flesch–Kincaid grade
US school grade level
8.0
Automated readability index
Frequent terms
peoplelikedonwhitewomenthinkshitknowfuckwantmenfuckingtimeblacktrumpgoodrightwaygoingneedsjwmanthingracistdoesnwomanuserdeletedsaidactuallylookhatenewletgenderworkthingsisnliferealworldaccountpersonusegotdidnstudentsmessagesocialwrong
Topic clusters

Topic 0

student
university
college
professor
campus
school
students
demand

Topic 1

sjw
sjws
sjwhate
ago
year
trigger
hypocrisy
new

Topic 2

people
society
good
usa
think
work
thing
china

Topic 3

good
long
agree
laugh
lol
comment
bye
way

Topic 4

rape
victim
fat
age
single
abuse
child
tumblr

Topic 5

need
look
work
stick
wall
simpson
rock
happen

Topic 6

jews
jewish
jew
israel
control
censor
jewtube
york

Topic 7

fuck
fucking
echo
anticipate
response
celebrate
fucktard
shit

Topic 8

muslim
islam
muslims
islamic
terrorist
attack
kill
plz

Topic 9

white
privilege
racist
diversity
guilt
people
minority
male

Topic 10

woman
man
sex
rape
girl
female
feminist
half

Topic 11

trump
jewish
jews
sachs
goldman
control
jew
bannon
Show all 72 topics

Topic 12

racist
racism
race
africa
wrong
word
black
trip

Topic 13

trump
twitter
protester
donald
supporter
cuomo
anti
protestor

Topic 14

feminism
feminist
feminists
woman
raise
independence
modern
mean

Topic 15

liberal
liberalism
leftist
hillary
liberals
disorder
logic
art

Topic 16

kid
parent
dad
baby
mom
child
pedophile
respond

Topic 17

white
black
people
slavery
race
racism
skin
racist

Topic 18

appropriation
cultural
culture
culturally
huffington
appropriate
columbus
trudeau

Topic 19

company
offense
general
sale
shit
bad
joke
begin

Topic 20

faggot
faggotry
fag
faggoty
bigot
pronounce
sissy
lose

Topic 21

think
time
goth
chink
parody
refer
twain
sniper

Topic 22

cunt
insult
dumb
stupid
lifting
skank
quote
embarrassing

Topic 23

voat
downvote
brigade
downvoate
reddit
censor
atko
account

Topic 24

nigger
nig
coal
appalachian
miner
poor
kike
glass

Topic 25

delete
user
treehouse
paypal

Topic 26

trigger
tolerance
trigglypuff
tolerant
double
warning
doublethink
rage

Topic 27

youtube
automate
message
crowder
louder
antifa
politics
steven

Topic 28

justice
social
warrior
warriors
fear
week
injustice
treachery

Topic 29

retard
retarded
sorry
apologize
retardation
quilt
redact
duck

Topic 30

antifa
violence
emerald
crowd
revolutionary
undercoverantifa
storm
group

Topic 31

woman
man
female
robot
mean
male
misogyny
powerless

Topic 32

sure
satire
yes
yeah
sense
yep
impressed
moar

Topic 33

vegan
animal
activist
meat
restaurant
food
eat
knauff

Topic 34

account
user
delete

Topic 35

racist
black
racism
poverty
southern
racial
center
irony

Topic 36

safe
space
college
campus
campuses
spaces
safespace
university

Topic 37

cuck
dick
suck
buck
smell
look
chop
chicken

Topic 38

gender
fluid
gap
wage
spill
recognize
fin
object

Topic 39

white
approve
asians
asian
knight
whites
mighty
wish

Topic 40

hope
progressive
hold
californians
future
catholic
progress
certainty

Topic 41

mental
mentally
ill
illness
brain
backflip
accept
decade

Topic 42

article
archive
link
read
copy
fph
thread
exclude

Topic 43

fuck
niggerfaggot
allegedly
fucking
argue
shit
beat
defunct

Topic 44

fuck
fucking
dick
cuck
cheedle
rad
nite
shit

Topic 45

tooth
face
punchable
chink
ugly
fish
ear
hell

Topic 46

account
user
delete

Topic 47

girl
wife
pant
slut
bitch
mother
jessica
garbage

Topic 48

know
pizza
word
ride
click
nepotism
ubermensch
mattis

Topic 49

woman
man
sex
desire
kid
somebody
action
pedophile

Topic 50

feminist
woman
cologne
dolls
jay
james
rape
war

Topic 51

user
delete

Topic 52

amalek
spamme
dun
slander
serial
podcast
audio
favorite

Topic 53

woman
identify
pregnant
tendie
basement
supply
endless
gender

Topic 54

right
true
harrasse
remember
believe
iotbw
try
mccarthy

Topic 55

maybe
baseball
like
huh
exactly
past
lightbulbs
septic

Topic 56

come
cnn
find
turn
keeper
skippy
warm
carrot

Topic 57

stay
fake
unbelievable
undeniable
kumbi
meh
nba
unlearn

Topic 58

feminist
woman
rape
man
game
violence
video
accuse

Topic 59

lightning
militia
election
descend
political
terrorism
think
fail

Topic 60

meat
eat
vegan
plant
animal
diet
cow
vitamin

Topic 61

ask
let
aid
super
question
answer
break
frontpage

Topic 62

truth
fact
refund
infuriate
sick
true
legislation
ignorant

Topic 63

meow
snow
marvel
fuck
peacock
faggot
fad
meth

Topic 64

read
point
imagination
picture
development
paperboy
good
riddance

Topic 65

equality
woman
equal
man
ladies
women
hopeful
accountability

Topic 66

word
informative
discount
film
outlet
movie
sell
marketing

Topic 67

peterson
jordan
rogan
joe
editing
cutting
ama
student

Topic 68

boy
scout
transgender
troop
girl
bathroom
court
school

Topic 69

dolezal
rachel
shirt
march
pro
girl
petition
woke

Topic 70

money
matter
inclination
voat
believe
illusion
decimate
truth

Topic 71

sound
like
mow
solve
mosquito
pamela
geller
planetary
Top hashtags
#metoo24
#111
#28
#undercoverantifa7
#blacklivesmatter6
#thetriggering5
#walkaway4
#93
#moab3
#toxicmasculinity3
#trigglypuff3
#192
#20percentcounts2
#272
#32
#82
#article2
#blacknesssofragile2
#femininitysofragile2
#freedankula2
Top emoji
😂16
🤣10
🏾5
👏5
🏻4
🏼4
🇸3
🇺3
🏽3
🏿3
🐐3
👌3
👩3
😆3
🙉3

Computed over the full corpus.

Record

Catalog key
voat-sjwhate
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
27,259
Nodes
3,828
Edges
12,449 (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, 23.9 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/SJWHate [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/SJWHate. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

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