Voat — v/pics

A Voat (Reddit alternative, 2013–2020) dataset of 14,882 submissions, 87,143 comments, 14,833 users, 52,174 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/pics, covering its full lifetime on the platform (2013–2020). Includes all 14,882 submissions and 87,143 comments with full text and engagement metadata.. Suitable for social network analysis, community dynamics, content moderation, platform migration studies, online community research.

#Icwsm#Platform migration#Subverse

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Analytics

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· graph.json

The full graph has 14,833 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

14.8K
Nodes
52.2K
Edges
2.37e-04
Density
66
Components
-0.09273
Assortativity
1.1%
Reciprocity
7.4K
Bridges
Most central nodes
killer70.08799
Splooge0.06675
mralexson0.06533
1Sorry_SOB0.06425
SilverBanana0.05711
blumen4alles0.04956
Maddmartigan0.04935
jewsbadnews0.04773
tendiesonfloor0.04558
skymod0.04457
Content metrics

102,025 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 6.633 ± 23.435
min 0max 1.2K
downvotesμ 0.674 ± 2.102
min 0max 74
scoreμ 5.959 ± 22.81
min -56max 1.2K
is link post96.3% true
true 96.3%false 3.7%
depthμ 2.237 ± 17.947
min -1max 414
6.3
Flesch–Kincaid grade
US school grade level
6.8
Automated readability index
Frequent terms
likepeopledonuserdeletedimageknowthinkaccounttimepicturegoodlookslookwhiterightshittextetcvoatthingwantfuckingwayfucknewmangotneedgoingsubmissionstrylinkworldjewsdayruleyearspostsureprettyoldloveletbetterlittleactuallydoesnviolationwork
Topic clusters

Topic 0

jew
jews
jewish
goyim
spite
antisemitism
economy
media

Topic 1

voat
voater
voats
welcome
dear
voating
logo
average

Topic 2

photo
phone
photography
favorite
picture
camera
wildlife
digital

Topic 3

trump
donald
melania
president
rally
staff
supporter
house

Topic 4

photo
andy
jeffrey
photography
lauri
lohi
boratyn
louise

Topic 5

people
nigger
white
source
shit
hate
race
kid

Topic 6

goat
goats
overlord
hoof
baby
banana
lift
mountain

Topic 7

burn
fire
smoke
helicopter
plane
aircraft
california
crash

Topic 8

nsfw
nude
naked
prude
potentially
nightmare
images
historical

Topic 9

delete
user
button

Topic 10

think
skyrim
swift
mind
tranny
pandora
misread
foreground

Topic 11

know
psst
oakland
ooh
info
ave
cole
romanian
Show all 296 topics

Topic 12

nigger
nigeria
niggerfaggot
metaphor
moslem
glow
recruitment
asap

Topic 13

look
like
muscular
pedestrian
bloody
penis
parole
pee

Topic 14

like
straight
sound
monday
doodle
wine
sex
rhinos

Topic 15

image
text
etc
submission
tag
file
link
post

Topic 16

shopping
job
win
roll
mall
shop
work
earn

Topic 17

white
privilege
people
nationalist
supremacist
eddie
nationalism
identity

Topic 18

africa
south
cape
drought
orania
farmer
farm
boer

Topic 19

cat
kitty
scribble
adopt
impressed
cute
stand
eat

Topic 20

want
carnival
wanna
dancing
consume
curse
captain
organ

Topic 21

cloud
rainbow
clouds
sky
tiger
banff
taste
ocean

Topic 22

account
delete
user

Topic 23

flower
beautiful
bird
artichoke
sunflower
roadside
oklahoma
merica

Topic 24

japan
tokyo
kyoto
japanese
village
district
temple
okinawa

Topic 25

account
delete
user

Topic 26

thank
welcome
appreciate
santa
special
behalf
brunette
relativity

Topic 27

dog
doggo
doggy
hound
pet
neat
puppy
good

Topic 28

delete
user

Topic 29

size
look
minecraft
log
compare
thing
draper
diagnostic

Topic 30

graffiti
roman
mosaic
tomb
unearth
sewer
ancient
artist

Topic 31

isis
muslim
aviv
tel
dresden
islamic
islam
february

Topic 32

century
american
roman
population
americans
china
progress
america

Topic 33

paris
london
tower
rain
notre
dame
france
saint

Topic 34

owl
fish
turtle
eagle
majestic
fisher
fishing
nasty

Topic 35

laugh
stop
descriptor
nooo
ashamed
blur
laughter
believe

Topic 36

faggot
fag
cia
speech
report
free
terry
fbi

Topic 37

space
saturn
hubble
station
jupiter
telescope
pole
spacecraft

Topic 38

arrest
portland
protester
riot
mayor
riots
protest
jail

Topic 39

account
delete
user

Topic 40

time
square
times
unsafe
notch
snapchat
jumping
invest

Topic 41

morning
mist
sunday
stinger
booby
yawn
paddle
retreat

Topic 42

delete
user

Topic 43

hope
username
sure
trick
relevant
wang
tyre
caller

Topic 44

fuck
wignat
shut
hemp
civic
phuket
shilling
fuckn

Topic 45

boat
natural
beauty
water
bath
nature
throne
rio

Topic 46

life
worth
money
live
value
idealist
madness
osaka

Topic 47

stall
trolling
intent
player
outlook
reward
statement
meaning

Topic 48

account
delete
user

Topic 49

account
delete
user

Topic 50

russia
russian
ukraine
mysterious
carve
soviet
statue
collusion

Topic 51

iceland
faroe
islands
geyser
remote
lights
ireland
lagoon

Topic 52

account
delete
user

Topic 53

account
delete
user

Topic 54

account
delete
user

Topic 55

norway
aurora
trolltunga
trondheim
norwegian
tongue
troll
fairytale

Topic 56

clinton
hillary
bill
hubbell
chelsea
sanders
bernie
presidential

Topic 57

view
room
tent
theater
scene
living
actor
computer

Topic 58

democrat
democrats
socialist
liberal
socialism
party
crying
progressivism

Topic 59

germany
mongolia
cop
germans
mongolian
police
german
officer

Topic 60

sunset
sunrise
ocean
washington
florida
heartbroken
sundial
rocks

Topic 61

mayo
delicious
blueberry
sour
tomato
ranch
cream
cheese

Topic 62

account
delete
user

Topic 63

account
delete
user

Topic 64

spider
frog
peacock
jump
kermit
krishna
photogenic
weaver

Topic 65

account
delete
user

Topic 66

car
long
chest
reliant
trip
tan
naples
late

Topic 67

abandoned
abandon
fukushima
supermarket
ohio
church
nuclear
tunnel

Topic 68

snow
snowy
snowflake
roof
heavy
sculpture
jin
lab

Topic 69

logic
adl
utopia
lifetime
kek
logical
argue
faith

Topic 70

canada
iceberg
canadian
arctic
airplane
beluga
airbus
hmas

Topic 71

account
delete
ser
user

Topic 72

perfect
timing
perfectly
reasonable
bike
philly
perfection
makes

Topic 73

account
delete
user

Topic 74

doubt
sad
unfortunate
continental
battery
pity
googling
sadness

Topic 75

happy
happiness
merry
faggots
christmas
easter
year
july

Topic 76

day
afro
hairstyle
provo
yay
christmas
commiefornia
memphis

Topic 77

base
way
edition
servant
hulk
ledge
hostage
hogan

Topic 78

year
old
english
token
larpe
perfume
schools
woody

Topic 79

york
nyc
city
new
easter
chrysler
square
east

Topic 80

death
enrichment
deadly
die
angel
free
abaddon
daydream

Topic 81

moon
moonlight
melting
sailing
saturn
solar
mile
photographed

Topic 82

lot
explain
hurt
pizza
guess
lotion
primitive
lotus

Topic 83

racist
terrorism
medieval
nazis
muhammad
medal
shame
accord

Topic 84

black
peace
victory
fragile
disgrace
retire
visual
colonize

Topic 85

tree
ultimate
house
bonsai
plato
corridor
ancient
barren

Topic 86

parking
draw
drawing
car
art
today
junkyard
amazed

Topic 87

stupid
banking
seriously
leddit
starterpack
cereal
brain
axe

Topic 88

satan
satanic
satanist
chan
hail
club
angelic
laundry

Topic 89

account
delete
user

Topic 90

badass
drink
girl
farm
thirsty
andrew
hiking
raccoon

Topic 91

old
smartphone
collins
graf
meets
fashioned
warehouse
days

Topic 92

forget
forgot
åkerlund
accidental
forgive
ebba
gone
filter

Topic 93

inside
mirror
nasir
factory
titanic
furniture
ceiling
mosque

Topic 94

suck
cuck
sock
scotch
prowess
sucker
shitposte
dallas

Topic 95

remember
remind
reminder
memory
bulldogs
honeymoon
mesa
åkerlund

Topic 96

account
delete
user

Topic 97

internet
slimgur
imgur
awesome
veuwer
ibm
guevara
insure

Topic 98

vulture
creepy
ballet
bearded
supermarket
twin
jack
tank

Topic 99

account
delete
user

Topic 100

skull
tooth
maximum
skeleton
king
lizard
alien
bristol

Topic 101

cunt
fucking
stupid
spic
skeleton
kid
devil
retard

Topic 102

internet
stock
amazon
ant
google
inventory
locally
trading

Topic 103

young
spielberg
steven
williams
peterson
jordan
husband
cave

Topic 104

ago
pic
year
idf
kathleen
beto
cologne
constitution

Topic 105

hello
hey
yes
yeah
hell
jussie
beto
kathleen

Topic 106

jews
genocide
holocaust
accelerationism
mel
birth
jew
decent

Topic 107

delete
user

Topic 108

goat
goats
voat
honeymoon
vol
wifey
osama
encrypt

Topic 109

lego
right
cable
hunch
messiah
raspberry
financial
puttitout

Topic 110

whine
downvote
hurt
usually
feeling
belong
number
retarded

Topic 111

image
text
etc
submission
tag
file
link
post

Topic 112

account
delete
user

Topic 113

blitz
choo
taylor
pussy
animal
airlines
blogspot
classified

Topic 114

end
coke
ride
legend
business
downhill
fed
beginning

Topic 115

unable
suggest
title
tell
know

Topic 116

goy
vey
hanswormhat
kosher
punish
theorist
unarmed
semitic

Topic 117

dream
swim
swimming
dreams
sarah
lee
hole
sweet

Topic 118

maybe
possibly
probably
pratt
fasten
tyrones
shelf
misunderstood

Topic 119

sculpture
montana
chicago
metal
homestead
driftwood
largely
philadelphia

Topic 120

horse
steppe
medal
sup
brit
trojan
amen
efficiency

Topic 121

wonder
maker
feld
obesity
stein
med
outbreak
kissinger

Topic 122

account
delete
user

Topic 123

kill
horrific
vestige
death
cradle
gta
plague
proceed

Topic 124

mossad
oswald
jewish
mosley
mumbleberry
israel
muslims
fascists

Topic 125

delete
user

Topic 126

bee
spy
queen
small
magpie
groom
ale
androgyny

Topic 127

find
transit
informative
electronic
waldo
sing
shirt
bitter

Topic 128

flag
iran
american
youtube
britain
captured
redesign
nbc

Topic 129

weird
bizarre
strange
fossil
slug
opal
fleshlight
shoes

Topic 130

account
delete
user

Topic 131

god
allah
terry
robot
significance
almighty
terrified
entertain

Topic 132

left
problem
difficult
trouble
origami
gentlemen
snuggle
uncommon

Topic 133

new
eminem
sport
urinal
outdoor
flavor
gaming
torch

Topic 134

horizons
probe
spacecraft
surface
hype
haze
models
imagination

Topic 135

need
cure
colon
cashier
addiction
fece
prom
queer

Topic 136

ignore
test
undermine
controversy
unarmed
sacramento
jefferson
post

Topic 137

pyongyang
north
korean
korea
kim
jong
koreans
anniversary

Topic 138

leave
oman
tahiti
thrones
everest
haul
llama
mail

Topic 139

fuck
county
computer
soon
wait
understand
care
kind

Topic 140

winter
brook
nicola
yang
yin
lerwick
shetland
goodbye

Topic 141

happen
engine
norwalk
poolman
happens
sergey
anime
hindu

Topic 142

body
icbm
secret
missile
sickle
slogan
plastic
eater

Topic 143

delete
user

Topic 144

delete
user

Topic 145

delete
user

Topic 146

account
delete
user

Topic 147

author
delete

Topic 148

account
delete
user

Topic 149

automate
message
non
imgur
link
mat
auto

Topic 150

boy
rip
cow
cattle
oct
boys
sweater
pol

Topic 151

beautiful
scenery
autumn
garden
map
elevation
notch
usa

Topic 152

mask
wear
tortoise
average
thanks
facade
tread
napoleon

Topic 153

wish
geez
funding
hemisphere
awful
bern
lavender
tribute

Topic 154

appalachian
nunavut
rock
island
oldest
years
mountain
oahu

Topic 155

halloween
costume
tigai
svetlana
ready
darkness
nativity
marketing

Topic 156

break
piano
conditioning
broccoli
dancing
lid
broken
lunch

Topic 157

mexico
mexican
drug
neighborhood
maiden
cenote
recruit
sneaky

Topic 158

truth
billion
let
advertising
dollar
bribe
heroic
billionaire

Topic 159

interesting
meeting
chamber
gassing
thx
sbbh
combination
lawyer

Topic 160

groovy
mum
school
fisherman
instagram
high
mom
lion

Topic 161

swedish
sweden
stockholm
murderer
triple
court
submachine
strait

Topic 162

execution
guillotine
kurdish
public
syria
woman
isis
syrian

Topic 163

white
christmas
eggplant
quilt
relatively
manhattan
mlk
rose

Topic 164

netherlands
tulip
field
fort
beutiful
ginger
lisse
tulips

Topic 165

account
delete
user

Topic 166

chicken
attention
detail
magazine
nice
rolls
looks
looking

Topic 167

selfie
award
best
bong
rushmore
group
slut
gorilla

Topic 168

beer
babe
drink
limitation
lineage
soooo
salad
craft

Topic 169

little
motor
sassy
yoshi
mermaid
chilly
gettin
denmark

Topic 170

far
finger
salute
fair
generally
celebrities
insofar
comedic

Topic 171

listen
coincidence
pozze
divine
carefully
follow
denmark
stumble

Topic 172

falls
fall
niagara
horsetail
veil
iguazu
argentina
marvel

Topic 173

lie
disprove
expert
rafael
waldo
freckle
liar
detector

Topic 174

account
delete
user

Topic 175

miss
finger
chandler
atomic
honey
monitor
wall
cube

Topic 176

good
advice
jidf
promise
bone
alright
alternative
soon

Topic 177

hitler
adolf
wrong
reichstag
kennedys
microsoft
sin
germany

Topic 178

pretty
tulips
guns
nice
archipelago
creative
location
neat

Topic 179

waterfall
banff
ontario
maui
presume
wallpapers
iguazu
argentina

Topic 180

switzerland
alps
looks
swiss
reward
regular
swim
crystal

Topic 181

today
frank
frankfurt
weimar
philadelphia
monica
anne
school

Topic 182

surprised
modern
gadsden
shatter
rebellion
invention
confusing
goggle

Topic 183

night
manhattan
tonight
hockey
rookie
redskins
nfl
washington

Topic 184

wrong
prove
goose
lucky
iceberg
tool
spell
tip

Topic 185

mount
mountain
hood
mountains
mobius
framed
joseph
gemini

Topic 186

blue
danube
bog
dominican
amber
dye
breathtake
blueberry

Topic 187

reality
standard
religion
hero
double
virtual
vintage
laden

Topic 188

vote
canadians
republican
oprah
favourite
wallet
platform
loser

Topic 189

hide
hidden
hiding
muff
thug
lily
nbc
beach

Topic 190

diversity
diverse
strength
celebrate
gardens
intel
watercolor
zimbabwe

Topic 191

cigarette
peak
piece
fire
art
iirc
henderson
debri

Topic 192

poster
recruitment
movie
jedi
posture
solidarity
squad
remake

Topic 193

australia
nasa
mars
track
gopro
deseren
namib
balloon

Topic 194

spot
chariot
race
racing
thief
pride
races
campus

Topic 195

account
delete
user

Topic 196

microscope
electron
microscopic
cell
needle
magnification
divided
silk

Topic 197

upvoat
ccp
upvote
hit
orgy
mfw
upgoat
yay

Topic 198

milky
way
cluster
galaxy
patagonia
magellanic
western
australia

Topic 199

account
delete
user

Topic 200

lightning
exposure
fireworks
strike
long
rockie
pine
mexico

Topic 201

account
delete
user

Topic 202

putin
vladimir
quote
koala
lithuania
slav
savior
attend

Topic 203

oblivious
unsee
unhappy
jackass
dinklage
zizka
sigh
inconspicuous

Topic 204

shadow
large
basket
income
disk
missouri
housing
ram

Topic 205

cute
puppy
cutest
sensitive
twins
guinea
aww
scientist

Topic 206

future
bright
banking
making
peek
nato
shade
children

Topic 207

red
ice
sulfur
furnace
silicon
rendering
load
plumbing

Topic 208

colorful
water
partly
colourful
sneak
freshwater
dale
demonstration

Topic 209

downvoat
downvoate
downvote
complain
complaint
fcc
reasonably
organised

Topic 210

safe
fourteen
miles
agenda
graduation
graduate
hit
cancer

Topic 211

confused
conspiracy
confuse
temper
puzzle
steinem
muzzle
gloria

Topic 212

delete
user

Topic 213

suppress
append
automatically
forward
bot
cross
link
click

Topic 214

serene
calm

Topic 215

dad
pennsylvania
podesta
dinner
piss
earl
courthouse
playstation

Topic 216

cosplay
judy
scully
cowboy
elaborate
mario
batman
current

Topic 217

learn
pay
belong
mah
blend
valuable
loan
shekel

Topic 218

caption
feinstein
cubic
quarantine
welp
lawyer
contest
proper

Topic 219

volcano
eruption
chile
etna
active
adams
awake
backdrop

Topic 220

israel
israeli
relations
memee
breitbart
airline
netanyahu
warhead

Topic 221

account
delete
user

Topic 222

eye
candy
usage
bullseye
eyebrow
approve
visual
contact

Topic 223

jail
lose
equality
prison
liberty
enhancement
brutality
nevermind

Topic 224

weekend
boi
bastille
nuffin
velvet
pivot
videos
compilation

Topic 225

daddy
father
mother
son
sibling
sterling
fischer
mommy

Topic 226

body
awfully
gigapixel
epicpics
intimidate
prowl
stylish
commonly

Topic 227

degenerate
intensifies
forum
progressive
execute
degeneracy
flee
majority

Topic 228

shit
bubblegum
flush
output
jeff
musk
parks
elon

Topic 229

mushroom
difficult
ring
bleeding
mystical
mane
shlomos
edible

Topic 230

wood
wooden
honolulu
lard
hairy
spoon
pecker
pineapple

Topic 231

antifa
bubblegum
ard
supremacy
gritty
means
racial
origin

Topic 232

kidnap
commet
article
victim
bosnia
murder
daughter
chimpanzee

Topic 233

street
decoration
esque
mansion
bbq
performer
musician
championship

Topic 234

reflection
reflect
reflective
humanoid
reclaim
sudan
illusion
pond

Topic 235

believe
aquarium
freeway
fitting
survivor
outlook
labor
houston

Topic 236

engrish
person
sled
enhance
instruction
district
people
owner

Topic 237

feel
bern
brand
threaten
ccp
situation
heat
office

Topic 238

smile
breathtake
farming
broad
day
dude
hit
money

Topic 239

nice
brit
woodpile
placement
tiling
hut
dragon
main

Topic 240

glacier
national
park
mer
montana
glaciers
hiker
taranaki

Topic 241

account
delete
user

Topic 242

castle
germany
neuschwanstein
carcassonne
fairytale
catacomb
bavaria
monsanto

Topic 243

bosnia
serbian
serbia
cathedral
paris
hungary
belgrade
portray

Topic 244

explosion
tianjin
china
uss
beirut
register
okinawa
typhoon

Topic 245

pizzagate
pizza
hiro
childish
wired
immature
allowed
trading

Topic 246

ban
abolish
surgical
larf
sync
yoke
child
idiot

Topic 247

local
judgement
holohoax
xpost
aww
zoom
facebook
restaurant

Topic 248

account
delete
user

Topic 249

obama
barack
homie
cameron
michelle
baphomet
jun
military

Topic 250

ben
klan
latest
signature
cooking
drain
witch
comic

Topic 251

crappy
dandelion
memee
sharply
original
overly
damn
sharp

Topic 252

xmas
delay
kitty
drop
delete
user

Topic 253

delete
user

Topic 254

sand
dune
dunes
apollo
orange
spec
magnification
landing

Topic 255

ladder
attractive
movie
ass
visage
jussie
boob
minus

Topic 256

installation
pickle
cod
fuss
decades
sterling
pub
fingernail

Topic 257

snake
crab
small
hermit
carpet
wasp
rose
vine

Topic 258

reddit
flock
nominate
voat
perpetuate
splash
venture
server

Topic 259

hear
story
boomer
read
prepare
bag
feeling
talk

Topic 260

love
ginger
soooo
penny
child
labor
android
solid

Topic 261

radiation
drug
nuclear
jeeps
plant
steal
deception
dealer

Topic 262

hangin
hang
honker
heritage
cheer
mary
elephant
guy

Topic 263

face
prosthetic
wwi
characters
superhero
marvel
bella
pistol

Topic 264

account
delete
user

Topic 265

weapons
gun
beetle
hairstyle
volkswagen
warthog
military
barrel

Topic 266

sjw
sjws
bathroom
gender
cruelty
campus
tumblr
starbucks

Topic 267

britain
rhodesia
holder
marvel
bahama
rio
world
wide

Topic 268

abortion
statement
tie
cesarean
dumber
knox
liberated
person

Topic 269

lady
archer
heed
ladybug
brother
tyson
gentleman
mike

Topic 270

finland
lake
rise
ocean
erosion
helsinki
moody
sørvágsvatn

Topic 271

mercury
cool
school
punk
old
sell
kid

Topic 272

rare
fuel
nasim
device
thot
leak
heat
exhaust

Topic 273

delete
user

Topic 274

sister
texte
michelle
jelly
shapiro
bella
engagement
carrot

Topic 275

train
station
relativity
denmark
avenue
belgium
metro
railway

Topic 276

communicate
uncle
adult
crusade
smile
math
society
writing

Topic 277

delete
user

Topic 278

memorial
happy
day
boxing
veterans
mlk
faggots
confederate

Topic 279

ser
account
delete
user

Topic 280

cartridge
pencils
gopro
cannabis
necklace
magical
windshield
gentle

Topic 281

summer
iguazu
haze
alaskan
season
forward
love
hot

Topic 282

camping
banana
camp
buzz
oats
helluva
honda
crush

Topic 283

dick
dickbutt
brick
bro
pic
yer
july
ask

Topic 284

underwater
clifftop
grist
jenna
glade
froz
nun
boundary

Topic 285

smoke
mammal
lov
solo
bumblebee
curry
significantly
paint

Topic 286

drone
fly
glacial
seaside
housefly
himalayas
len
foot

Topic 287

corn
grow
gem
growth
pain
candy
knock
glass

Topic 288

cube
foods
food
excuse
bread
heart
thing
form

Topic 289

attacks
obesity
ramadan
stall
woman
secretary
ufo
vibrant

Topic 290

delete
user

Topic 291

awkward
adventure
embarrassing
ridiculous
uncle
joe
abandon
wild

Topic 292

lighthouse
storm
milwaukee
sussex
maine
keeper
portugal
england

Topic 293

poland
hello
nation
abu
crooked
reject
polish
coal

Topic 294

best
friend
downhill
friendship
quickly
corn
cup
drunk

Topic 295

truck
tractor
pizza
tap
ladder
driveway
sheet
bucket
Top hashtags
#325
#120
#216
#56
#walkaway4
#112
#1116462
#335472
#42
#62
#gallery2
#jointaddress2
#maga2
#makeamericagreatagain2
#metoo2
#potus2
#selection2
#spiritcooking2
#1007411
#1160241
Top emoji
😂10
👀6
😝6
😖5
🤣5
💎4
🙄3
🎵2
🏻2
👍2
💕2
😍2
🚪2
🤢2
🤷2

Sampled: text metrics from 50K of 89.7K records; topic model from 20K.

Record

Catalog key
voat-pics
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
89,706
Nodes
14,833
Edges
52,174 (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, 51.9 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/pics [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/pics. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

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