Voat — v/cheers

A Voat (Reddit alternative, 2013–2020) dataset of 7,849 submissions, 5,629 comments, 630 users, 1,645 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/cheers, covering its full lifetime on the platform (2013–2020). Includes all 7,849 submissions and 5,629 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 cheers

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Analytics

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

630
Nodes
1.6K
Edges
4.15e-03
Density
5
Components
-0.2941
Assortativity
21.0%
Reciprocity
347
Bridges
Most central nodes
conguero0.3529
silversurfers0.2051
Owlchemy0.09062
blipblipbeep0.08903
ibepokey0.07949
iusedtobeonreddit0.07472
Boukert0.06518
The_Dude0.06518
GOATMAN0.05723
thedirtypuma0.05723
Content metrics

13,478 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 5.332 ± 4.829
min 0max 52
downvotesμ 0.247 ± 0.676
min 0max 12
scoreμ 5.085 ± 4.709
min -9max 50
is link post93.5% true
true 93.5%false 6.5%
depthμ 1.22 ± 19.123
min -1max 1.4K
5.4
Flesch–Kincaid grade
US school grade level
5.4
Automated readability index
Frequent terms
deleteduseraccountsonglikelovegoodgreattimecheersdonmusicthankslivemanvideogotknowbandnewpostdaynightlolthinktrybestfavoriterightoldversionalbumblackwantofficialvidlittlegoingheyletpeoplerocknicethemewaybarheardbigcoverunavailable
Topic clusters

Topic 0

bang
avril
lavigne
baba
boom
que
mexico
taj

Topic 1

cheer
cheers
cherry
staff
enjoy
suppose
glad
happy

Topic 2

john
jackson
jack
johnson
roxy
johnny
browne
joni

Topic 3

beer
cocktail
drink
rum
marijuana
coffee
pineapple
crow

Topic 4

official
video
music
queen
safety
feat
men
fleet

Topic 5

account
user
delete

Topic 6

live
dave
petty
madonna
tom
personality
keys
nicks

Topic 7

bowie
david
dylan
bob
oddity
sorrow
constant
space

Topic 8

account
user
delete

Topic 9

song
think
lyric
pub
grilled
amp
track
coldplay

Topic 10

theme
bond
opening
song
james
panther
blur
ugly

Topic 11

account
user
delete
Show all 170 topics

Topic 12

favorite
favourite
soundtrack
cover
time
beauty
easily
japanese

Topic 13

blue
cult
blues
reaper
monday
order
fear
eiffel

Topic 14

automate
message
youtube
steely
rick
springfield
dan
murphys

Topic 15

remix
marley
gees
bob
bee
seger
schulz
swing

Topic 16

woman
girl
violent
femmes
ween
gonna
shake
doubt

Topic 17

rolling
stones
satriani
stone
joe
monkey
paint
roll

Topic 18

duran
rainbow
turn
feel
nina
doors
frog
connection

Topic 19

user
delete

Topic 20

user
delete

Topic 21

think
right
mind
oop
richard
fit
moderation
resident

Topic 22

unavailable
vid
try
cunt
phone
junior
alt
mix

Topic 23

intro
chase
scene
cover
lauper
cyndi
gwar
awesome

Topic 24

steve
stevie
stevens
ray
vaughan
martin
wonder
cat

Topic 25

metal
usa
favorite
geils
garde
avant
death
doom

Topic 26

rider
rush
high
ride
low
animal
storm
animals

Topic 27

user
delete

Topic 28

austin
dance
wanna
ocote
adrian
sticks
hearts
affair

Topic 29

user
delete

Topic 30

user
delete

Topic 31

love
cell
soft
supply
kiss
air
avalanche
brak

Topic 32

user
delete

Topic 33

morning
sunday
edition
placebo
coach
pure
breakfast
cheer

Topic 34

paul
beastie
simon
boys
simpsons
sabotage
kelly
coast

Topic 35

owl
land
woody
guthrie
leg
unit
short
humble

Topic 36

account
user
delete

Topic 37

white
stripes
trombone
goodnight
panic
cream
sweetheart
biscuit

Topic 38

account
user
delete

Topic 39

talk
head
heads
lifetime
nude
life
totally
talks

Topic 40

account
user
delete

Topic 41

floyd
pink
shine
diamond
crazy
furry
comfortably
gather

Topic 42

user
delete
distortion
social

Topic 43

home
pictures
work
land
men
car
history
blind

Topic 44

beck
jeff
duck
clarke
bolero
freeway
cello
aha

Topic 45

firework
sydney
dang
zip
wilder
cause
owl
theater

Topic 46

user
delete

Topic 47

lou
reed
sun
blondie
nature
empire
gorillaz
way

Topic 48

album
greatest
temple
art
complete
fantastic
great
good

Topic 49

voat
problem
paddy
sidebar
asian
baretta
brenda
browse

Topic 50

account
user
delete

Topic 51

account
user
delete

Topic 52

van
magic
madness
mad
halen
bus
carpet
gary

Topic 53

uncensored
leary
asshole
smell
isaak
lynyrd
skynyrd
weird

Topic 54

green
day
yesterday
boulevard
campbell
basket
baker
hopkin

Topic 55

alice
cooper
pogo
chains
county
pogues
poison
hell

Topic 56

musical
remember
janis
mmm
plane
sinister
sing
old

Topic 57

night
tonight
earth
rare
lion
ready
jones
dog

Topic 58

like
challenge
boogie
olive
username
lot
branch
alcoholic

Topic 59

dale
teenage
dick
spin
dog
dead
round
dicks

Topic 60

guns
president
states
peach
frank
zappa
america
lump

Topic 61

thank
song
post
sure
great
share
love
apocalypse

Topic 62

frenzy
iron
travel
grass
step
stimpy
glitter
london

Topic 63

content
voat
people
simply
create
find
irresistible
stupid

Topic 64

link
block
clear
live
assure
beija
translate
unrelated

Topic 65

iggy
beach
pop
boys
vibrations
deuce
coupe
bang

Topic 66

user
delete

Topic 67

account
user
delete

Topic 68

lose
lost
gone
social
eric
doggy
carmen
buckcherry

Topic 69

whiskey
irish
ireland
export
encyclopedia
potato
produce
current

Topic 70

post
afk
hrs
separately
dammit
article
opportunity
murray

Topic 71

thank
post
awesome
today
great
gangs
ibepokey
bikie

Topic 72

peppers
chili
hot
red
nelly
butthole
willin
rollercoaster

Topic 73

miss
mess
binge
mushroom
joyful
closely
congratulation
infected

Topic 74

account
user
delete

Topic 75

slim
bizkit
limp
zippers
nut
scream
squirrel
rage

Topic 76

sunshine
withers
bill
snow
goose
whistler
snowboarding
philadelphia

Topic 77

cliffy
civilized
tooth
snacks
spread
onion
eat
nite

Topic 78

open
bar
victor
elliott
shin
smith
allow
save

Topic 79

episode
ben
marble
wintergatan
harper
cartoon
acl
mozart

Topic 80

bruce
springsteen
thorogood
george
dangerous
clothe
land
lover

Topic 81

danny
python
monty
shoes
haley
kirsty
bill
clock

Topic 82

howdy
come
pant
happiness
friday
laura
malone
policy

Topic 83

author
delete

Topic 84

know
fashioned
attitude
times
clue
mobile
goodie
oldie

Topic 85

fire
sharpe
benatar
edward
magnetic
pat
firework
mountain

Topic 86

red
heart
fiona
apple
wine
corvette
prince
road

Topic 87

time
september
believe
reserved
meters
timebomb
myth
enemy

Topic 88

clash
pressure
louie
lose
london
drop
rock
vain

Topic 89

cash
johnny
hurt
cut
sue
god
meet
north

Topic 90

lot
genre
typically
jazzy
year
female
indian
thrill

Topic 91

dance
genesis
roy
brave
routine
orbison
coasters
shakira

Topic 92

silence
garfunkel
depeche
simon
mode
silent
jesus
personal

Topic 93

thank
lenny
goosebump
advertising
congratulation
promise
fill
possible

Topic 94

sweet
sandman
dreams
chordettes
leaf
enter
sabbath
origami

Topic 95

account
user
delete

Topic 96

flatfoot
fly
away
lenny
courage
dobie
leaving
believe

Topic 97

allman
brothers
fillmore
east
band
duane
jam
gregg

Topic 98

zeppelin
led
remastered
lotta
kashmir
setzer
rapture
traffic

Topic 99

ooh
testing
timing
advice
faces
years
time
drop

Topic 100

zombie
cranberries
zombies
nation
unplugged
mtv
snl
crying

Topic 101

sublime
smoke
joint
april
cigarettes
hedberg
smokin
mitch

Topic 102

dropkick
murphys
kiss
tattoo
rose
pat
hat
jazzman

Topic 103

account
user
delete

Topic 104

nails
inch
hole
closer
inxs
nin
drug
spots

Topic 105

gone
ramones
summer
barkley
bonzo
gnarls
mungo
eminem

Topic 106

account
user
delete

Topic 107

account
user
delete

Topic 108

wake
tomorrow
schultz
dragons
blaggers
witness
bollox
annie

Topic 109

account
user
delete

Topic 110

cat
katy
kitty
perry
cats
dukes
norma
flanagan

Topic 111

want
fess
mead
salud
texas
silver
addition
thee

Topic 112

lightning
natalie
carnival
hoffs
santana
robison
rockabye
milsap

Topic 113

user
delete

Topic 114

robert
plant
fools
earl
ship
priscilla
desert
cane

Topic 115

neil
young
harvest
strong
gold
winds
kentucky
aid

Topic 116

user
delete

Topic 117

metallica
melt
modern
english
destruct
fuzzy
breadfan
flame

Topic 118

beatles
beatle
sadie
jude
revolution
penny
arrive
birthday

Topic 119

peace
geo
rubber
upgoat
halloween
mash
lock
zero

Topic 120

let
hog
whip
harvey
canned
porn
hucklebuck
japanese

Topic 121

free
nugent
hannah
wasteland
lissie
iris
hearts
livin

Topic 122

pearl
james
jam
jambo
jem
booze
jamie
score

Topic 123

sam
vedder
hide
eddie
outro
luke
sham
smilin

Topic 124

steely
dan
span
steeleye
static
babylon
aja
sisters

Topic 125

sorry
calm
ruin
outside
brenda
translate
apologise
apologize

Topic 126

wrong
right
regret
impossible
place
commitment
smart
mangan

Topic 127

user
delete

Topic 128

fuck
foreigner
beta
buckcherry
pirate
quicksilver
apeman
messenger

Topic 129

ban
guess
absinthe
mint
tip
goldfinger
possibly
hire

Topic 130

account
user
delete

Topic 131

unavailable
vid
try
friend

Topic 132

account
user
delete

Topic 133

carter
trample
turtles
weed
trouble
heist
skyrim
mcvie

Topic 134

wonder
wet
kingdom
heroin
possum
streaking
sigh
wendy

Topic 135

trailer
official
teaser
clockwork
karen
iii
nomeansno
bend

Topic 136

account
user
delete

Topic 137

user
delete

Topic 138

hold
head
argent
itunes
scary
hand
explosion
greg

Topic 139

funk
grand
railroad
dig
closer
funky
home
hits

Topic 140

peter
gabriel
gunn
cod
tosh
hill
shock
listening

Topic 141

user
delete

Topic 142

yeah
yes
promote
detail
wheels
rockin
rollin
lion

Topic 143

suzie
vinyl
special
midnight
lookin
knight
bear
ramble

Topic 144

laugh
listen
wiseowl
marlene
theirs
funny
attitude
lion

Topic 145

user
delete

Topic 146

user
delete

Topic 147

amy
aimee
mann
ronson
michael
mark
schumer
rehab

Topic 148

user
delete

Topic 149

account
user
delete

Topic 150

elvis
presley
ghetto
kentucky
nixon
mojo
alison
roper

Topic 151

garbage
yur
count
semi
said
metric
instant
thumb

Topic 152

tom
kool
suzie
outta
keith
juice
thought
norman

Topic 153

thin
lizzy
jar
whiskey
jailbreak
nancy
moonlight
town

Topic 154

queen
age
stone
stop
bites
hymn
foxes
killer

Topic 155

account
user
delete

Topic 156

lyric
lyrics
tequila
lazy
dulcet
wildwood
mars
manfred

Topic 157

hendrix
jimi
experience
banner
wing
purple
star
vinyl

Topic 158

reinhart
haley
vintage
cover
clint
eastwood
twisted
delta

Topic 159

clearly
rosa
peak
santa
valley
especially
vote
ocean

Topic 160

cure
friday
heaven
freeland
killing
adam
clock
edition

Topic 161

radiohead
karma
police
paranoid
dry
knife
cross
canadian

Topic 162

cut
everybody
jazz
toon
kenny
sunday
loggins
drop

Topic 163

cohen
leonard
vega
joyce
partisan
harold
marlene
european

Topic 164

user
delete

Topic 165

account
user
delete

Topic 166

diana
ross
harp
ver
cadillac
gayageum
eastern
luna

Topic 167

crazy
axel
frog
hawkins
nest
flew
wild
syd

Topic 168

user
delete

Topic 169

cool
watch
archer
separately
somebody
coal
square
goodbye
Top hashtags
#16
#492
#filmi2
#111
#21
#2451
#401
#51
#happygrubeyear1
#neverforgetthejemmening1
#stillchattylol1
Top emoji
👍3
😄3
💖2
😊1
😳1

Computed over the full corpus.

Record

Catalog key
voat-cheers
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
11,867
Nodes
630
Edges
1,645 (directed)
Attributes
nodes have attributes; edges have attributes
Languages
en
Collected
2016/2020 (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, 17.7 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/cheers [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/cheers. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

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