Voat — v/Hiddenlol

A Voat (Reddit alternative, 2013–2020) dataset of 3,387 submissions, 29,301 comments, 2,726 users, 10,259 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/hiddenlol, covering its full lifetime on the platform (2013–2020). Includes all 3,387 submissions and 29,301 comments with full text and engagement metadata.. Suitable for social network analysis, community dynamics, content moderation, platform migration studies, online community research.

#Subverse

Download data BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 2,726 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

2.7K
Nodes
10.3K
Edges
1.38e-03
Density
1
Components
-0.2654
Assortativity
0.7%
Reciprocity
1K
Bridges
Most central nodes
Krotik0.4165
Kot880.3457
Dzedo0.3288
montol0.3167
dirdum0.3013
Miklo0.291
Albery0.287
trofa0.2844
Larry_C0.2774
h3rts0.2734
Content metrics

32,688 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 7.83 ± 21.242
min 0max 285
downvotesμ 0.509 ± 1.6
min 0max 48
scoreμ 7.321 ± 20.73
min -29max 276
is link post96.8% true
true 96.8%false 3.2%
depthμ 1.02 ± 1.767
min -1max 21
6.3
Flesch–Kincaid grade
US school grade level
6.9
Automated readability index
Frequent terms
likeniggerpeopledonwhitethinkknowshitniggersfuckingjewsfucktimegoodwomenrightwaywantjewneedblackgoinggotmanguythinglooklinkdidnworldprobablyactuallybettermenyearssurerealvideolifeolddoesnworkcommentvoatuselolletgoddaythings
Topic clusters

Topic 0

nigger
like
steal
fuck
nog
nig
look
nigga

Topic 1

people
jews
race
white
world
jew
bible
year

Topic 2

jews
jew
jewish
goyim
israel
london
white
problem

Topic 3

laugh
funny
wonder
watch
joke
thank
hilarious
humor

Topic 4

white
black
blackface
people
chess
relax
fellow
abortion

Topic 5

vote
trump
truth
hate
president
democrat
ban
believe

Topic 6

fuck
fucking
shit
dumb
retard
stupid
video
like

Topic 7

jews
jew
jewish
israel
want
people
hitler
fucking

Topic 8

faggot
fag
faggotry
degenerate
reddit
globe
faggy
niggerfaggot

Topic 9

look
like
head
hair
shave
dancing
ear
purpose

Topic 10

white
nigger
black
race
people
racist
american
african

Topic 11

good
great
old
day
ally
hear
new
alright
Show all 58 topics

Topic 12

shit
fuck
awesome
fucking
streetshitter
lol
sauce
piece

Topic 13

girl
boy
smart
guy
daughter
boys
sexy
boyfriend

Topic 14

coronavirus
corona
culture
justice
virus
race
cultural
vaccine

Topic 15

bitch
shock
pain
leg
muscle
gas
adrenaline
wire

Topic 16

guy
gun
shot
pistol
shoot
knife
like
weapon

Topic 17

problem
modern
peaceful
medium
solve
future
protester
progressive

Topic 18

shit
like
boomer
opinion
fuck
think
kid
literally

Topic 19

woman
rape
rapist
wife
clear
want
independent
punish

Topic 20

know
aware
true
source
drumstick
kobe
decorate
ahhhhhh

Topic 21

socialism
antifa
fail
national
communist
propaganda
capitalism
fascism

Topic 22

stay
work
home
mean
fix
employee
add
reference

Topic 23

face
baby
bleach
kid
drop
child
dad
eye

Topic 24

kitchen
internet
reality
real
post
fake
repeat
count

Topic 25

think
anymore
tooth
upcoming
mean
miss
clip
thought

Topic 26

link
notification
suppress
comment
append
bot
automatically
information

Topic 27

wrong
vlad
worthless
useless
rob
redditor
store
censor

Topic 28

hitler
nazi
holocaust
nazis
adolf
argentina
heil
swastika

Topic 29

year
choose
pride
point
ago
person
doin
fair

Topic 30

african
wakanda
africans
africa
orcs
feed
cuisine
clueless

Topic 31

thank
interesting
research
grateful
generous
cool
bean
connection

Topic 32

lol
yeah
yes
shower
tsa
good
spot
pretty

Topic 33

right
ask
away
question
leave
left
answer
greta

Topic 34

die
suicide
dead
deserve
death
deadly
hero
habit

Topic 35

want
love
hope
ending
happy
end
sharp
object

Topic 36

video
shoe
far
depend
soon
fun
perfect
music

Topic 37

bad
kitty
unhappy
atheist
horror
time
cover
iceberg

Topic 38

gun
shoot
shot
rifle
vest
taser
pistol
guy

Topic 39

mask
gender
feminist
feminism
pepper
protect
equality
hermaphrodite

Topic 40

woman
look
man
girl
lesbianism
cleavage
smile
think

Topic 41

sure
think
bust
tay
force
thing
gavin
joemc

Topic 42

driver
lane
turn
road
car
drive
rider
scooter

Topic 43

beetlejuice
wuz
shapiro
gud
heya
kendo
ook
eek

Topic 44

monkey
hiddenlol
hide
hidden
intensifie
noise
lol
pig

Topic 45

let
wheel
blood
skull
inspire
power
looter
looting

Topic 46

sex
girl
family
woman
grandma
kid
friend
boy

Topic 47

racist
racism
marriage
interracial
race
dungeons
dragons
tolkien

Topic 48

come
christmas
milk
halloween
happy
merry
drink
spongebob

Topic 49

million
game
understand
milliondollarextreme
play
kikery
landing
begin

Topic 50

account
apology
comprehend
gate
reply
boomer
idiot
appreciate

Topic 51

insure
woman
parkour
cop
insurance
company
mass
shooter

Topic 52

hooktube
automate
message
delete
user
account
shutdown
yes

Topic 53

steal
awake
junky
bear
chang
going
sur
stole

Topic 54

thing
people
toilet
faggot
shit
lotr
fuck
chromosome

Topic 55

mudshark
mudsharkmadness
link
anonymous
notification
suppress
comment
coalfax

Topic 56

matter
time
date
drastic
thermite
unicorn
charm
hinge

Topic 57

like
felicia
bing
thursday
visual
secretly
circa
sexy
Top hashtags
#115
#24
#metoo3
#1004472
#1098942
#1165162
#1316532
#232
#829852
#best2
#history2
#justiceforahmaud2
#1000541
#1007561
#1036031
#1051411
#1059611
#1062461
#1064601
#1064611
Top emoji
😂29
🎵16
😆14
🤣14
🦍13
🎶8
👌7
🤔7
🍉6
🐒5
🤷5
💯4
😁4
🏻3
🙄3

Computed over the full corpus.

Record

Catalog key
voat-hiddenlol
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
28,744
Nodes
2,726
Edges
10,259 (directed)
Attributes
nodes have attributes; edges have attributes
Languages
en
Collected
2019/2020 (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, 21.4 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/Hiddenlol [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/Hiddenlol. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

Similar datasets 10 all with scores →