Voat — v/soapdoxbanhammer

A Voat (Reddit alternative, 2013–2020) dataset of 17,368 submissions, 47,467 comments, 1,963 users, 7,593 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/soapdoxbanhammer, covering its full lifetime on the platform (2013–2020). Includes all 17,368 submissions and 47,467 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

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· graph.json

The full graph has 1,963 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

2K
Nodes
7.6K
Edges
1.97e-03
Density
3
Components
-0.3519
Assortativity
22.7%
Reciprocity
998
Bridges
Most central nodes
gabara0.2212
clamhurt_legbeard0.2059
HateCumbuckets0.1738
Weebo0.1529
cyclops17710.1121
Techius0.1101
Imperatrice_d_Ane0.1019
Not_Mattvision0.09888
Native0.09327
jobes0.0897
Content metrics

64,835 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 3.244 ± 4.145
min 0max 126
downvotesμ 0.429 ± 1.047
min 0max 31
scoreμ 2.815 ± 3.779
min -13max 102
is link post53.4% true
true 53.4%false 46.6%
depthμ 1.913 ± 7.691
min -1max 254
5.8
Flesch–Kincaid grade
US school grade level
6.3
Automated readability index
Frequent terms
likedeleteduseraccountdon404knowyestimegoodfucklolshitgotthinkdaypeoplepostfuckingsdbhwantrightgoingneedclamhurt_legbeardnewvoatgodmanwaysbbhbetterthingdesireslooklovesureprettyguysdidngabaraactuallyyeahshitpostworksaidboukertsexyletlittle
Topic clusters

Topic 0

cup
cheese
potato
eat
chicken
dinner
breakfast
recipe

Topic 1

shake
topic
like
cunt
stranger
chinese
pussy
dick

Topic 2

arab
standoff
sexy
day
syndrome
sieg
persian
draft

Topic 3

doxxe
dox
drunkenst
real
doxer
doxxer
entire
crensch

Topic 4

voat
vote
protectvoat
downvote
voater
post
lot
downvoat

Topic 5

fuck
fucking
fucker
filthy
shit
degenerate
fuckin
fuk

Topic 6

author
delete
tragic
poem
hell
write
post

Topic 7

post
message
formal
request
idea
submit
regret
redaction

Topic 8

account
user
delete

Topic 9

ask
question
problem
explain
answer
friend
solve
worry

Topic 10

account
user
delete
upvote
post

Topic 11

user
delete
Show all 121 topics

Topic 12

like
dancing
halloween
hell
dance
hello
queen
polo

Topic 13

trump
hillary
clinton
president
donald
presidential
vote
bill

Topic 14

soapdoxbanhammer
soapboxbanhammer
soapdox
userflair
soap
banhammer
sexy
standoff

Topic 15

clammy
clam
hunger
clamlet
pain
clammys
doxxe
oil

Topic 16

faggot
fag
faggots
faggit
fagit
faggotry
fuq
fags

Topic 17

time
let
wait
story
late
hour
soon
band

Topic 18

sdbh
browse
member
describe
officially
official
nutshell
annual

Topic 19

shitpost
shitposte
shitposter
shitposting
shit
confirmation
honor
define

Topic 20

sbbh
member
sdbh
meow
indicate
discover
meetup
activity

Topic 21

look
find
thing
fine
good
school
twitter
photo

Topic 22

user
delete

Topic 23

want
try
virgin
donut
rap
waifu
bridge
buy

Topic 24

account
user
delete

Topic 25

today
weekend
date
day
roll
mac
currently
holiday

Topic 26

account
user
delete
sale

Topic 27

adventures
swim
adult
life
base
forget
watch
day

Topic 28

account
user
delete
hack
comment

Topic 29

pew
anal
condom
flu
psa
vacuum
hurt
hair

Topic 30

account
user
delete

Topic 31

dick
pussy
cock
cuck
suck
pic
genital
cucke

Topic 32

real
truth
believe
actually
true
totally
definitely
rings

Topic 33

know
happen
dae
mean
shall
torrent
milwaukee
sound

Topic 34

user
delete
history
hard
work

Topic 35

remember
dream
welcome
appreciation
finally
thread
highway
warm

Topic 36

gabara
reunion
dooo
personal
rotteuxx
place
popular
thank

Topic 37

death
complain
accident
threat
die
refill
scary
gun

Topic 38

tell
steal
lie
landing
liar
perform
whopper
air

Topic 39

bear
hat
invite
tit
new
whataburger
invitation
exercise

Topic 40

help
upside
world
silence
space
color
wide
swear

Topic 41

mod
invite
team
moderator
remove
mad
hail
interesting

Topic 42

doxe
sherlock
rock
bff
routine
mercuenomia
france
european

Topic 43

dox
total
aimoneucrem
pence
hacker
cutie
betty
doxed

Topic 44

guy
meme
guys
alright
dude
funny
boat
boy

Topic 45

userflair
standoff
sexy
day
gurl
shalom
werd
redeemable

Topic 46

aussie
australia
australian
slang
aussies
australians
cunt
emu

Topic 47

think
thought
thinking
tell
arnold
soulmate
nuptial
palmer

Topic 48

carl
season
classic
breaking
meme
proposal
movie
angeles

Topic 49

legbeard
doxxe
clamhurt
drop
muh
mrs
coat
pimp

Topic 50

jews
jew
jewish
kill
hitler
stalin
victory
hebrew

Topic 51

meet
watch
curve
wedding
walk
figure
meeting
home

Topic 52

user
delete

Topic 53

shit
coal
natural
gas
simon
paul
piece
mouth

Topic 54

subject
desire
appear
photograph
testing
standard
camera
simple

Topic 55

wrong
mistake
blood
lotr
bent
cartoon
oven
alt

Topic 56

golf
sub
cart
lesson
etiquette
golfing
club
duh

Topic 57

old
got
school
faith
year
buzz
soooo
shipping

Topic 58

bum
hog
cuck
dragons
partisan
sunshine
provocateurs
imagine

Topic 59

love
nice
costume
beach
hey
toke
pros
bestow

Topic 60

user
delete

Topic 61

nsfw
gay
homosexual
homo
porn
jones
sex
asian

Topic 62

ban
fee
reason
shall
react
mitigate
teh
painful

Topic 63

holy
flair
shit
shitposte
fucking
school
stupid
stool

Topic 64

racist
white
claim
race
people
black
supremacist
expertshitposter

Topic 65

account
user
delete

Topic 66

flair
update
new
medium
search
kickass
jersey
offroad

Topic 67

account
user
delete

Topic 68

css
fix
break
turn
mess
new
discribe
prolific

Topic 69

mfw
asleep
ban
mod
copyright
trigglypuff
css
comment

Topic 70

account
user
delete

Topic 71

smoothie
snack
reduction
pea
fireman
smoothy
brunch
lieu

Topic 72

jem
rip
peace
holograms
luv
gem
die
dirty

Topic 73

nigger
niggers
import
richard
mirror
snow
africa
wall

Topic 74

account
user
delete

Topic 75

ben
unban
unbanne
benne
unbanned
uncle
petition
consult

Topic 76

toto
pee
dry
tooth
wisdom
like
pilot
loaf

Topic 77

account
user
delete
look
like

Topic 78

smell
smellyboy
like
semen
pee
taste
tree
piss

Topic 79

sub
subscriber
skillz
navy
mad
hmmm
onlyfans
slug

Topic 80

hate
bucket
hater
hat
hatecumbuckets
cum
aliens
cumme

Topic 81

flow
understand
learn
awaken
sad
chemistry
mah
awakening

Topic 82

battle
dear
deal
rider
airwolf
knight
stitch
lair

Topic 83

user
delete

Topic 84

account
user
delete

Topic 85

miss
sister
mess
short
happening
mus
tripping
loyal

Topic 86

doxxing
doxing
techius
cheers
biiitch
pardon
doxxed
rail

Topic 87

sdbh
shitposter
shitposte
interrupt
department
shitposting
hard
sub

Topic 88

thank
everybody
wish
haircut
luck
thanksgive
happy
thankyou

Topic 89

arab
siege
ugly
edition
sexy
ebony
standoff
incursion

Topic 90

enjoy
fun
game
play
strain
kent
dopamine
steady

Topic 91

good
clean
joker
practical
locker
daniel
nah
san

Topic 92

kid
stay
proud
dead
skill
definately
skateboarder
parenting

Topic 93

leave
left
fundraising
mom
theoldone
chef
usd
upper

Topic 94

amalek
worlds
destroyer
connection
hail
strike
jews
piss

Topic 95

flat
earth
independent
spoiler
cuz
jump
research
talk

Topic 96

wankersoft
rage
atari
nec
spectrum
autobot
electron
dwarf

Topic 97

account
user
delete

Topic 98

stop
bass
crunchy
nike
pitch
listen
waterslide
dedication

Topic 99

butt
rape
face
urinal
daughter
anus
graffiti
milf

Topic 100

nom
golden
thoughts
dick
shower
riffle
curl
nagger

Topic 101

user
delete

Topic 102

sing
song
girl
shanty
theme
single
cheers
muppet

Topic 103

tonight
friday
night
ready
date
lonely
town
powerball

Topic 104

account
user
delete
premium
rich
youtube

Topic 105

fag
dainty
thing
outside
excuse
beat
barely
trannie

Topic 106

user
delete

Topic 107

forget
suppose
case
password
hung
swan
floss
amish

Topic 108

sticky
baby
stickie
babies
strawberry
dope
swamp
stick

Topic 109

useless
accessory
director
unbiased
making
insecurity
distribute
impaired

Topic 110

reminder
daily
diary
remind
jar
penis
prison
respect

Topic 111

start
day
beginning
beg
leader
downward
infinity
spiral

Topic 112

jobe
jobes
lose
birthday
girlfriend
coming
bieber
temp

Topic 113

hitler
literally
roughly
stalin
dollar
bill
nest
confidently

Topic 114

traffic
virus
corona
whore
view
brutally
mhr
plasma

Topic 115

business
plan
corona
quarantine
coronavirus
covid
difference
quarentine

Topic 116

ama
kitchen
fan
hacker
administration
negress
joss
purr

Topic 117

subverse
ant
sexy
gay
entertain
subversive
entirety
marky

Topic 118

live
life
word
womern
zeppelin
led
masterpiece
sans

Topic 119

carl
hot
hotcarl
meme
original
festive
recieve
der

Topic 120

need
protection
defense
quality
protector
vent
ranch
foe
Top hashtags
#128
#217
#313
#510
#pizzagate10
#47
#metoo7
#76
#95
#neverforgetthejemming5
#104
#64
#84
#brave4
#glorytothefempire4
#neverforgetthejemmening4
#113
#133
#203
#223
Top emoji
💩2.9K
👌59
👅33
🤣29
👀20
🌟11
💯11
🎄7
👎7
👻7
👽7
🎶6
😂6
🎵4
🔫4

Sampled: text metrics from 50K of 58.5K records; topic model from 20K.

Record

Catalog key
voat-soapdoxbanhammer
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
58,528
Nodes
1,963
Edges
7,593 (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, 39.1 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/soapdoxbanhammer [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/soapdoxbanhammer. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

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