Voat — v/VoatStatistics

A Voat (Reddit alternative, 2013–2020) dataset of 8,252 submissions, 4,099 comments, 1,048 users, 1,181 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/VoatStatistics, covering its full lifetime on the platform (2013–2020). Includes all 8,252 submissions and 4,099 comments with full text and engagement metadata.. Suitable for social network analysis, community dynamics, content moderation, platform migration studies, online community research.

#Meta community#Platform statistics#Subverse

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 1,048 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

1K
Nodes
1.2K
Edges
1.08e-03
Density
2
Components
-0.2727
Assortativity
0.3%
Reciprocity
927
Bridges
Most central nodes
SearchVoatBot0.5578
SearchVoat0.2798
VoatSearch0.2445
Diogenes_The_Cynic0.01528
JohnSka70.00764
Tubesbestnoob0.00669
Smells_Like_Tacos0.00382
Carsandsarcasm0.00287
JonReeeeed0.00287
Drunkenst0.00096
Content metrics

12,351 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 3.287 ± 2.966
min 0max 99
downvotesavg 0.07 / 8
0std 0.348
scoreμ 3.214 ± 2.986
min -5max 98
is link post0.1% true
true 0.1%false 99.9%
depthμ 1.531 ± 2.419
min 0max 20
6.8
Flesch–Kincaid grade
US school grade level
7.1
Automated readability index
Frequent terms
numbertotalpostssubversescommentscommentersusers202020192018postersactivebasedlinkeddomainscontinuedposteddiscussion2017commentedweeksundayendingvoatnovemberworktimeoctoberdecembergeneratorsreplywaysincludedrepliersreplyinggeneratingmeasuringprogressnonsubmissionsseptemberaugustjulyusernoterankuniquemoderatejuneapril
Topic clusters

Topic 0

thank
cool
contribute
academy
wow
congrat
great
glad

Topic 1

post
subverse
total
number
cross
posts
link

Topic 2

sunday
end
week
posters
ending
february
january
april

Topic 3

october
subverses
active
month

Topic 4

august
posters
poster
time
month

Topic 5

linked
october
domains
month
link

Topic 6

commenter
total
number
comment

Topic 7

posters
phone
monster
oops
gay
influence
refreshing
quickly

Topic 8

commenter
total

Topic 9

february
posters
time
month

Topic 10

commenter
total

Topic 11

august
posts
comment
month
Show all 325 topics

Topic 12

october
commenters
month

Topic 13

june
posters
poster
time
month

Topic 14

posts
shekel
username
misread
mossad
comment
podium
finish

Topic 15

november
posts
comment
month

Topic 16

continue
comment

Topic 17

september
posts
comment
month

Topic 18

commenters
newcomer
list

Topic 19

december
commenters

Topic 20

commenter
total
number
comment

Topic 21

active
subverse
total

Topic 22

sunday
week
end
ending
subverses
active
april
august

Topic 23

default
exclude
moderate
unique
rank
note
non
submission

Topic 24

continue
comment

Topic 25

commenter
total

Topic 26

march
posts
comment
controversial
month

Topic 27

continue
comment

Topic 28

april
posters

Topic 29

posters
cow
holy
list
poster

Topic 30

january
posts
comment
month

Topic 31

continue
comment

Topic 32

august
subverses
active
month
subverse

Topic 33

moderate
note
unique
rank
submission
continue
base
subverse

Topic 34

april
posts
comment
month

Topic 35

july
posters

Topic 36

february
commenters

Topic 37

june
subverses
active
month

Topic 38

gay
faggot
nigger
fag
porn
storage
jidf
dead

Topic 39

april
commenters
month

Topic 40

active
subverse
total

Topic 41

link
domains

Topic 42

february
posts
comment
month

Topic 43

generators
october
discussion
month

Topic 44

commenter
total

Topic 45

awesome
fun
alright
proud
impressive
pleasure
twice
job

Topic 46

register
light
finally
lurker
ago
hour
account
anonymous

Topic 47

february
link
domains

Topic 48

november
posters

Topic 49

january
posters
time

Topic 50

poster

Topic 51

march
commenters

Topic 52

november
commenters

Topic 53

december
posts
comment

Topic 54

shit
shitpost
shitposting
winter
damn
sadly
bitch
ass

Topic 55

october
posters
month

Topic 56

default
exclude
moderate
unique
rank
note
non
submission

Topic 57

september
poster

Topic 58

january
commenters

Topic 59

post
subverse
total
number

Topic 60

statistic
voatsearch
info
voat
sport
contributor
cookie
thank

Topic 61

august
commenters
month

Topic 62

welcome
goat
poster
time
continue

Topic 63

link
domains

Topic 64

december
posters
month

Topic 65

generators
sunday
week
end
ending
discussion
march
june

Topic 66

post
subverse
total
number

Topic 67

subverses
active

Topic 68

september
commenters
month

Topic 69

thread
guitar
pretty
tomorrow
weekly
price
band
stage

Topic 70

poster

Topic 71

commenter
total
number
comment

Topic 72

commenter
total

Topic 73

july
subverses
active
month

Topic 74

march
posters
time

Topic 75

april
subverses
active

Topic 76

december
subverses
active

Topic 77

reply
progress
replier
measure
generate
include
user
way

Topic 78

february
subverses
active

Topic 79

unique
moderate
default
rank
note
exclude
submission
poster

Topic 80

post
subverse
total
number

Topic 81

april
link
domains

Topic 82

reply
progress
replier
measure
generate
include
user
way

Topic 83

july
subverses
active

Topic 84

march
posters
time

Topic 85

active
subverse
total
subverses

Topic 86

december
link
domains
month

Topic 87

times
popular
posting
april
january
september
july
august

Topic 88

generators
july
discussion

Topic 89

end
sunday
week
posts
january
december
november
comment

Topic 90

link
domains
possible
domain

Topic 91

june
commenters
month

Topic 92

default
exclude
moderate
unique
rank
note
non
submission

Topic 93

day
end
sunday
week
east
submissions
coast
opt

Topic 94

generators
discussion

Topic 95

ending
sunday
week
posts
end
dive
september
summary

Topic 96

september
subverses
active

Topic 97

post
subverse
total
number

Topic 98

commenter
total

Topic 99

welcome
goat
poster
time

Topic 100

december
posters
time
poster

Topic 101

generators
november
discussion
month

Topic 102

commenter
total
number
comment

Topic 103

post
subverse
total
number

Topic 104

january
subverses
active

Topic 105

anonymous
welcome
goat
poster
non
time
member
year

Topic 106

march
link
domains

Topic 107

commenter
total
number
comment

Topic 108

august
link
domains
month

Topic 109

lurkers
long
lurk
time
stir
enroll
pot
term

Topic 110

january
generators
discussion
month

Topic 111

november
link
domains
month

Topic 112

commenter
total
number
comment

Topic 113

commenter
total

Topic 114

march
subverses
active

Topic 115

lol
heh
figured
dang
interact
smart
yeah
nah

Topic 116

november
subverses
active
month

Topic 117

july
commenters

Topic 118

september
poster
time

Topic 119

september
commenters

Topic 120

continue
comment

Topic 121

generator
september
discussion

Topic 122

february
generators
discussion
month

Topic 123

link
domains

Topic 124

january
subverses
active
month

Topic 125

reply
progress
replier
measure
generate
include
user
way

Topic 126

december
generators
generator
discussion
month

Topic 127

post
subverse
total
number

Topic 128

commenter
total

Topic 129

commenter
total
number
comment

Topic 130

april
generators
discussion
month

Topic 131

march
generators
discussion
generator
month

Topic 132

link
domains

Topic 133

generators
september
discussion
month
day

Topic 134

subverses
active

Topic 135

poster
time
march
position

Topic 136

trump
white
people
control
anti
emotion
title
jews

Topic 137

june
commenters

Topic 138

july
link
domains

Topic 139

january
link
domains

Topic 140

controversial
posts
end
sunday
week
october
december
january

Topic 141

anonymous
welcome
goat
non
poster
time
continue

Topic 142

continue
comment

Topic 143

november
commenters
month

Topic 144

august
subverses
active

Topic 145

commenter
total

Topic 146

end
sunday
week
june
july
posters

Topic 147

linked
december
influx
domains
glad
appreciate
interesting
year

Topic 148

february
link
domains
month

Topic 149

june
domains
link
linked

Topic 150

generators
november
discussion
month

Topic 151

october
posts
comment

Topic 152

commenter
total
number
comment

Topic 153

commenter
total

Topic 154

default
exclude
moderate
unique
rank
note
non
submission

Topic 155

end
sunday
week
july
june
link
domains

Topic 156

post
subverse
total
number

Topic 157

continue
comment

Topic 158

generator
august
discussion

Topic 159

reply
progress
replier
measure
generate
include
user
way

Topic 160

subverses
active

Topic 161

subverses
active

Topic 162

like
track
father
devil
category
pay
asset
magic

Topic 163

reply
progress
replier
measure
generate
include
user
way

Topic 164

commenter
total
number
comment

Topic 165

end
sunday
week
july
posts
june
comment

Topic 166

time
watch
registration
manage
weird
bro
board
posters

Topic 167

special
olympic
gold
medal
bad
win
minimal
rightful

Topic 168

june
domains
link
linked

Topic 169

august
link
domains

Topic 170

controversial
posts
september
august

Topic 171

end
sunday
week
june
july
subverses
active

Topic 172

november
link
domains

Topic 173

april
subverses
active
month

Topic 174

post
subverse
total
number

Topic 175

post
subverse
total
number

Topic 176

default
exclude
moderate
unique
rank
note
non
submission

Topic 177

reply
progress
replier
measure
generate
include
user
way

Topic 178

poster

Topic 179

april
link
domains

Topic 180

reply
progress
replier
measure
generate
include
user
way

Topic 181

october
posts
comment
month

Topic 182

commenter
total

Topic 183

post
subverse
total
number

Topic 184

feb
mar
jan
overall
thelma
actually
let
total

Topic 185

june
generators
discussion

Topic 186

september
link
domains

Topic 187

july
posters

Topic 188

june
posts
comment

Topic 189

ending
sunday
week
commenters
end
march
april
august

Topic 190

june
subverses
active

Topic 191

lurkers
long
lurker
time
august
october
september

Topic 192

december
posts
comment

Topic 193

fucking
pajeet
fuck
kike
completely
forget
bad
anon

Topic 194

october
end
sunday
week
posts
commenters
comment

Topic 195

december
subverses
active

Topic 196

july
commenters

Topic 197

list
acct
requirement
blind
mistake
juicetown
dammit
woot

Topic 198

october
posts
comment
month

Topic 199

default
exclude
moderate
unique
rank
note
non
submission

Topic 200

october
time
posters

Topic 201

subverses
active

Topic 202

continue
comment

Topic 203

commenter
total
number
comment

Topic 204

september
poster
month
posters

Topic 205

commenter
total

Topic 206

generators
july
discussion

Topic 207

commenter
total

Topic 208

generator
generators
ending
sunday
week
end
september
discussion

Topic 209

september
subverses
active

Topic 210

delete

Topic 211

commenter
total
number
comment

Topic 212

january
subverses
active
month

Topic 213

reply
progress
replier
measure
generate
include
user
way

Topic 214

pump
bow
snap
poop
dump
love
code
line

Topic 215

generators
august
discussion

Topic 216

june
link
domains

Topic 217

november
end
sunday
week
link
domains

Topic 218

default
exclude
moderate
unique
rank
note
non
submission

Topic 219

june
submitter
prolific
fatpeoplehate
commenter
year
post
subverse

Topic 220

february
subverses
active

Topic 221

ending
december
sunday
week
posters

Topic 222

fine
guitar
goat
player
finger
job
voatful
uno

Topic 223

november
end
sunday
week
posters

Topic 224

december
link
domains

Topic 225

october
posters
month

Topic 226

continue
comment

Topic 227

generators
december
santa
discussion
holy
talk
list

Topic 228

domains
link
linked

Topic 229

august
commenters

Topic 230

post
subverse
total
number

Topic 231

september
link
domains
month

Topic 232

posters

Topic 233

april
commenters

Topic 234

march
subverses
active

Topic 235

subverses
active

Topic 236

march
link
domains

Topic 237

november
commenters

Topic 238

april
subverses
active

Topic 239

controversial
july
cross
yea
month
posts
figure
weekend

Topic 240

post
subverse
total
number

Topic 241

generators
august
discussion

Topic 242

post
subverse
total
number

Topic 243

win
winner
won
dominating
awww
coup
continued
prize

Topic 244

post
subverse
total
number

Topic 245

subverses
active

Topic 246

subverses
active

Topic 247

continue
comment

Topic 248

december
end
sunday
week
subverses
active

Topic 249

november
posters
time
month

Topic 250

january
link
domains

Topic 251

end
sunday
june
week
commenters
july
month
subverses

Topic 252

continue
comment

Topic 253

january
posters
month

Topic 254

commenter
total

Topic 255

post
subverse
total
number

Topic 256

commenter
total
number
comment

Topic 257

commenter
total

Topic 258

kill
new
bopper
sonuva
browse
busy
bitch
play

Topic 259

july
posts
comment

Topic 260

post
subverse
total
number

Topic 261

bot
sleep
admit
lawn
disappoint
spambot
supply
reason

Topic 262

february
end
sunday
week
commenters
posts
comment

Topic 263

august
link
domains

Topic 264

november
subverses
active

Topic 265

march
link
domains

Topic 266

generators
discussion

Topic 267

september
book
movie
cover
posters
politic
post

Topic 268

january
posters

Topic 269

january
link
domains

Topic 270

commenter
total

Topic 271

commenter
total

Topic 272

commenter
total

Topic 273

end
sunday
week
link
domains

Topic 274

generators
whoa
ring
end
submit
sunday
week
discussion

Topic 275

november
posters

Topic 276

september
end
sunday
week
subverses
active
april
november

Topic 277

controversial
november
posts
month

Topic 278

june
generators
discussion

Topic 279

post
subverse
total
number

Topic 280

january
commenters

Topic 281

commenter
total

Topic 282

post
subverse
total
number

Topic 283

commenter
total

Topic 284

ending
sunday
week
commenters
september
december
november

Topic 285

july
posts
comment

Topic 286

commenter
total
number
comment

Topic 287

reply
progress
replier
measure
generate
include
user
way

Topic 288

september
subverses
active

Topic 289

generators
end
sunday
week
discussion
november
december
generator

Topic 290

block
person
commenter
number
total
comment
voat

Topic 291

controversial
december
posts

Topic 292

november
subverses
active

Topic 293

october
end
sunday
week
posters

Topic 294

ending
sunday
week
link
domains
december
end

Topic 295

welcome
goat
poster
time

Topic 296

november
link
domains

Topic 297

april
poster

Topic 298

mother
fuck
objectively
fuckin
deep
mom
wrong
bitch

Topic 299

april
time
posters

Topic 300

continue
comment

Topic 301

cross
end
sunday
week
posts
link
june
month

Topic 302

commenter
total

Topic 303

linked
october
domains

Topic 304

september
end
sunday
week
posters

Topic 305

march
commenters

Topic 306

poster

Topic 307

posters

Topic 308

march
ending
sunday
week
end
subverses
active

Topic 309

default
exclude
moderate
unique
rank
note
non
submission

Topic 310

end
january
sunday
week
link
domains

Topic 311

october
end
sunday
week
link
domains

Topic 312

july
link
domains

Topic 313

try
sonsure
sonuva
trigger
rock
tie
play

Topic 314

june
posts
comment

Topic 315

controversial
view
creep
profile
controversy
king
usually
content

Topic 316

controversial
june
posts

Topic 317

september
subverses
active

Topic 318

march
ending
fair
sunday
week
end
posters
qrv

Topic 319

april
end
sunday
week
link
domains

Topic 320

milk
fish
drink
chicken
oil
cheese
mayo
eat

Topic 321

july
posts
comment

Topic 322

want
bud
flip
joke
hair
insane
worried
ahead

Topic 323

dubious
bored
vinegar
blank
carry
detail
result
cry

Topic 324

reply
progress
replier
measure
generate
include
user
way
Top hashtags
#141
#2038
#213
#312
#410
#510
#109
#117
#96
#75
#85
#154
#164
#173
#193
#1002
#122
#132
#142
#182
Top emoji
🔥42
🤣24
🏻10
🐐9
👏9
👍6
😂5
🍿4
🏆4
🇸3
🇺3
😮3
👊2
💯2
😫2

Computed over the full corpus.

Record

Catalog key
voat-voatstatistics
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
17,107
Nodes
1,048
Edges
1,181 (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, 30.6 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/VoatStatistics [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/VoatStatistics. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

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