Voat — v/funny

A Voat (Reddit alternative, 2013–2020) dataset of 46,877 submissions, 365,857 comments, 26,883 users, 193,345 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/funny, covering its full lifetime on the platform (2013–2020). Includes all 46,877 submissions and 365,857 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 funny

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 26,883 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

26.9K
Nodes
193.3K
Edges
2.68e-04
Density
65
Components
-0.135
Assortativity
2.1%
Reciprocity
11.2K
Bridges
Most central nodes
icuntstopswearing0.1483
bdmthrfkr0.1084
Broc_Lia0.1026
antiliberalsociety0.09177
Splooge0.08325
boekanier0.08124
lorlipone0.08043
bluntripkin0.07819
TREDDITFIRST0.06834
karkov0.06711
Content metrics

412,734 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 8.99 ± 31.95
min 0max 1.4K
downvotesμ 0.704 ± 2.314
min 0max 387
scoreμ 8.286 ± 31.037
min -83max 1.4K
is link post94.5% true
true 94.5%false 5.5%
depthμ 1.142 ± 13.005
min -1max 5.3K
7.1
Flesch–Kincaid grade
US school grade level
7.7
Automated readability index
Frequent terms
deleteduseraccountlikedonfunnytimevoatspeechimagecontentremoveaddressmaterialclickbaitgoodwanttrumpnewpeoplethingsmanusemakesnsfwhappylaughcheckplacelookingjokessitecomedyinsteadshareinformationcommunitytitleillegalneedoriginalknowleavingpostingpersonalwhitedecidekneespiritsites
Topic clusters

Topic 0

trump
donald
president
sanders
bernie
trumps
supporter
rally

Topic 1

voat
mrw
pao
voater
ellen
reddit
downvoat
server

Topic 2

user
delete
users
deletion
stat
username
comment
real

Topic 3

funny
compilation
humor
laugh
funniest
hilarious
video
sense

Topic 4

jew
jews
jewish
goyim
holocaust
stanhope
doug
vey

Topic 5

man
woman
girlfriend
guy
arrest
pepper
girl
completely

Topic 6

account
user
delete
mac
bear

Topic 7

great
good
idea
man
happy
quick
awakening
plastic

Topic 8

nigger
dennis
nigga
aka
niggers
sand
mumbleberry
casually

Topic 9

account
user
delete

Topic 10

democrats
vote
democrat
presidential
president
republican
democratic
republicans

Topic 11

liberal
logic
leftist
libtard
conservative
argue
liberals
art
Show all 170 topics

Topic 12

account
user
delete

Topic 13

help
listen
math
money
course
band
order
build

Topic 14

welcome
new
wake
nike
religion
superhero
super
logo

Topic 15

time
miss
matter
travel
party
mess
change
times

Topic 16

truth
true
fact
story
priority
magazine
martian
literally

Topic 17

muslim
arrest
tranny
faggot
cop
dad
guy
resist

Topic 18

poupée
dark
sexuel
bless
thee
sucker
vincent
people

Topic 19

little
girl
hot
mermaid
sister
tiny
dump
cute

Topic 20

hillary
clinton
bill
burr
perry
kennedy
clintons
lawsuit

Topic 21

dog
horse
doggo
monkey
animal
breed
monkeys
mouth

Topic 22

goat
goats
police
station
mask
fellow
roam
owner

Topic 23

account
user
delete

Topic 24

account
user
delete

Topic 25

coronavirus
corona
virus
covid
wuhan
flu
vaccine
cough

Topic 26

cat
kitten
cute
play
dog
feed
bird
monkey

Topic 27

watch
try
anymore
history
repeat
steal
confuse
theft

Topic 28

know
knew
knowledge
write
suppose
govt
knows
ronaldo

Topic 29

think
thought
leap
thoughts
coincidence
second
gamergate
electronic

Topic 30

proud
choose
option
fix
choice
sponsor
bum
predict

Topic 31

account
user
delete

Topic 32

poor
mom
push
cream
ice
fault
fool
floor

Topic 33

drink
bar
boris
alcohol
water
low
selfie
wasp

Topic 34

right
direct
hand
half
newcomer
pow
kisser
gods

Topic 35

kill
gun
enemy
defend
pro
warning
guns
thy

Topic 36

thank
google
yeah
yes
okay
serve
karen
googles

Topic 37

feminist
feminism
feminazi
paint
hate
russia
wave
formula

Topic 38

point
got
chong
detention
pinch
robbed
ikea
lenny

Topic 39

want
wanna
nana
billionaire
rock
inquire
massage
jinping

Topic 40

question
ask
mind
coalburner
important
insist
assume
zero

Topic 41

white
rucka
privilege
ali
fellow
black
ppl
people

Topic 42

amazing
sign
imagine
find
honey
signature
cookie
bowl

Topic 43

day
today
inauguration
britain
normal
diet
koran
independence

Topic 44

biden
joe
hairy
leg
sniff
bond
code
hair

Topic 45

ago
year
funny
relevant
later
duel
lotr
convoy

Topic 46

unable
offend
karen
suggest
uncanny
offended
impossible
offensive

Topic 47

need
everybody
government
needs
scale
stage
require
react

Topic 48

russia
russian
russians
hack
election
soviet
walrus
bot

Topic 49

account
user
delete

Topic 50

evolution
old
humanity
moo
change
generation
gold
grail

Topic 51

wrong
number
button
press
clock
ramp
edm
erika

Topic 52

nazi
kaepernick
blm
colin
nazis
punch
grammar
salute

Topic 53

account
user
delete

Topic 54

job
work
bore
employee
worker
priest
young
month

Topic 55

meme
wars
star
war
write
greta
spoiler
metal

Topic 56

trudeau
protester
antifa
blackface
justin
babylonbee
member
protestor

Topic 57

look
photograph
behold
twice
dictionary
tea
apple
coffee

Topic 58

die
dead
strong
struggle
death
age
deadly
echo

Topic 59

bad
thot
patrol
blank
phil
mood
pokémon
kvetching

Topic 60

spot
nuffin
dindu
double
difference
different
bad
nut

Topic 61

racist
racism
alien
occasional
math
thought
tad
underneath

Topic 62

pretty
beer
squirrel
beauty
beautiful
duck
army
spill

Topic 63

flat
base
earth
ape
prove
planet
homemade
rocket

Topic 64

fail
raccoon
failure
ultimate
december
burgers
compilation
wheel

Topic 65

believe
trust
mile
common
twist
plot
witness
evidence

Topic 66

love
hear
sight
dress
lover
milk
teach
jello

Topic 67

break
news
mean
breaking
heart
dropped
deport
evander

Topic 68

goy
hey
hole
hello
stephen
holes
mister
scamme

Topic 69

halloween
costume
bro
moon
lift
dress
midget
creep

Topic 70

forget
forgot
toe
million
important
comet
halfway
honkofcost

Topic 71

big
screw
check
tooth
blue
mark
npc
lines

Topic 72

like
tea
short
grassland
sugar
flam
lighthouse
stir

Topic 73

problem
solve
solution
problems
trolley
final
mystery
world

Topic 74

cool
nice
taste
tequila
shirt
fine
act
colombian

Topic 75

let
level
play
game
happening
catnip
opresse
recycling

Topic 76

come
transgender
town
futurama
judgment
comet
cleveland
possibility

Topic 77

shit
shithole
street
little
streetshitter
dada
drank
happens

Topic 78

faggot
retard
retarded
faggots
fling
rapper
roof
mirror

Topic 79

easy
simple
fish
tap
forever
equal
steroid
preppe

Topic 80

obama
obamacare
michelle
barack
mccain
john
president
quote

Topic 81

remember
memory
remind
matrix
budweiser
tin
hats
russell

Topic 82

live
life
living
queen
long
neet
addiction
siege

Topic 83

muslim
islam
muslims
sharia
sperm
kinky
nun
ishmael

Topic 84

hurricane
harvey
dangerous
warrior
justice
mourn
social
forecast

Topic 85

meet
dun
bravo
snake
meets
match
boss
downgoat

Topic 86

woman
lady
women
compliment
soccer
female
booze
limitation

Topic 87

happen
divorce
oktoberfest
emancipation
refuge
science
bedroom
sunday

Topic 88

risk
home
arm
obvious
depot
school
improve
share

Topic 89

diversity
strength
diverse
divide
hire
culturally
strips
outcome

Topic 90

finally
bernie
understand
closet
easter
identified
panel
splc

Topic 91

face
facial
swap
pass
beard
cleansing
hans
lottery

Topic 92

account
user
delete

Topic 93

nutshell
communism
immigrant
immigration
illegal
communist
europe
detector

Topic 94

account
user
delete

Topic 95

guy
gay
modde
rely
wives
steel
frogs
gee

Topic 96

kid
cake
beginning
begin
champion
hall
hulk
metaphor

Topic 97

cnn
reporter
news
report
fake
exclusive
crowd
entirely

Topic 98

curious
tip
surprise
tickle
pick
click
note
tad

Topic 99

dad
father
parent
daddy
parenting
parents
jade
dada

Topic 100

account
user
delete

Topic 101

future
lie
plan
absence
detector
reunion
liars
lier

Topic 102

talk
thug
seriously
type
whip
personality
talking
dwayne

Topic 103

nsfw
hello
possible
commercial
handjob
incest
inappropriate
headquarter

Topic 104

cortez
socialism
alexandria
ocasio
socialist
cortex
monopoly
occasional

Topic 105

neighbor
crazy
neighborhood
upstairs
shall
maniac
neighbors
wax

Topic 106

mask
wear
march
coronavirus
womens
spread
pelosi
corona

Topic 107

account
user
delete
alt

Topic 108

hate
crime
group
porn
daylight
splc
hateful
dislike

Topic 109

political
politic
politically
correctness
correct
incorrect
politician
confusing

Topic 110

account
user
delete

Topic 111

account
user
delete

Topic 112

accurate
smile
close
bean
glass
personality
sunshine
smirk

Topic 113

reddit
redditor
average
mah
dino
migration
gawd
lawak

Topic 114

win
winner
weiner
talent
winning
gameshow
scent
carpenter

Topic 115

save
nye
things
bill
michael
stranger
savage
michelle

Topic 116

doctor
pay
college
graduation
pea
judgment
designer
premium

Topic 117

real
modern
segregation
person
life
snoopy
programmer
pantifa

Topic 118

author
delete

Topic 119

antifa
unveils
official
spice
quinn
recruitment
reeee
nestle

Topic 120

account
user
delete

Topic 121

morning
son
tomorrow
day
msn
oblige
vibe
rubio

Topic 122

advice
wisdom
heed
advise
suggest
return
sam
wise

Topic 123

account
user
delete

Topic 124

shop
message
science
troop
root
report
orphan
messages

Topic 125

clickbait
subverse
material
address
content
remove
speech
image

Topic 126

kick
moment
jackie
acid
karate
chan
kike
normal

Topic 127

stay
grow
classy
alive
laci
ode
catnip
seed

Topic 128

free
saturday
set
range
alternative
cartoon
zero
wtf

Topic 129

gender
sex
fil
education
list
changes
jonathan
spectrum

Topic 130

account
user
delete

Topic 131

norm
macdonald
cruz
ted
cross
elephant
road
video

Topic 132

chinese
china
quality
japan
detergent
hail
newest
restaurants

Topic 133

irony
cosby
pill
iran
bomb
bill
accent
workplace

Topic 134

night
wheeler
thriller
best
june
bob
court
int

Topic 135

afraid
fear
old
year
technology
finds
doomer
picard

Topic 136

like
tho
tard
toxic
sir
rat
attention
club

Topic 137

sjw
sjws
islam
dedicate
abrams
takeover
nationality
identification

Topic 138

twitter
tweets
griffin
tweet
jack
dorsey
hacking
buzz

Topic 139

tyrone
prime
murica
amazon
hero
deal
american
america

Topic 140

fuck
sake
alligator
maple
hank
syrup
dynamics
bitch

Topic 141

fight
battle
fighting
discrimination
combat
till
epic
justice

Topic 142

leave
legacy
key
home
intellectual
lenny
phone
coworker

Topic 143

wait
autumn
api
patience
tesla
influential
wallet
movie

Topic 144

fuck
royalty
anarchy
fucked
ahhhhh
nothin
mop
fantastic

Topic 145

jesus
hipster
kang
steroid
temple
unto
rappin
glasses

Topic 146

sure
sur
surely
experience
jorge
possibility
previous
spring

Topic 147

african
africa
peace
peaceful
africans
american
nations
mortal

Topic 148

cuck
starter
pack
carl
cucke
depression
redux
christcuck

Topic 149

year
person
throne
november
years
eve
ftw
calendar

Topic 150

way
eminem
efficient
wayne
mitch
mans
grateful
recover

Topic 151

oldie
generation
fire
read
old
gold
whoaverse
comprehension

Topic 152

sum
result
rule
laws
tutorial
yup
marriage
cum

Topic 153

wonder
stevie
pyramid
coincidence
bored
mtv
cousin
covfefe

Topic 154

favorite
anime
scene
strap
photoshopped
vending
hobbit
favourite

Topic 155

lose
loser
translation
adele
newman
californians
harambe
drops

Topic 156

stop
stopped
shinji
scum
cunt
straw
kneel
mel

Topic 157

stupid
bullshit
exclusively
robots
missionary
stupidest
stupidity
mormon

Topic 158

user
delete

Topic 159

joe
uncle
hoe
creepy
jackson
joey
doors
wooden

Topic 160

batman
soy
dammit
superman
gary
boy
flam
piper

Topic 161

black
bananas
awards
dairy
tbh
kettle
dispenser
peele

Topic 162

feel
bern
feeling
sock
heat
canada
right
robot

Topic 163

wish
careful
pony
interaction
mitigate
genie
emo
grant

Topic 164

prank
elevator
chatroulette
scary
bucket
happening
ketchup
ingenious

Topic 165

clown
vegan
world
vegetable
oktoberfest
rogan
legal
backwards

Topic 166

trigger
warning
necromancy
mid
yoda
vest
californian
certain

Topic 167

ccp
reach
spcc
feel
scan
unlimited
upgoat
climb

Topic 168

clickbait
subverse
material
address
content
remove
speech
image

Topic 169

friend
friends
draw
good
homework
best
reich
cooking
Top hashtags
#131
#217
#311
#metoo7
#46
#openbordersforisrael4
#notallorcs3
#resist3
#232
#52
#blacklivesmatter2
#cnnblackmail2
#deletefacebook2
#imwithher2
#justblackrapperthings2
#justgirlythings2
#lgbt2
#maga2
#notallboomers2
#prayforgermany2
Top emoji
👌3
🇸2
🇺2
🌎1
🐛1
😂1
😜1
😬1
😹1
🤔1
🦖1

Sampled: text metrics from 50K of 364.9K records; topic model from 20K.

Record

Catalog key
voat-funny
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
364,938
Nodes
26,883
Edges
193,345 (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, 161.9 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/funny [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/funny. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

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