Voat — v/Contact

A Voat (Reddit alternative, 2013–2020) dataset of 1,516 submissions, 2,089 comments, 376 users, 439 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/Contact, covering its full lifetime on the platform (2013–2020). Includes all 1,516 submissions and 2,089 comments with full text and engagement metadata.. Suitable for social network analysis, community dynamics, content moderation, platform migration studies, online community research.

#Subverse

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Analytics

The interactive network needs JavaScript.

· graph.json

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

376
Nodes
439
Edges
3.11e-03
Density
3
Components
-0.6317
Assortativity
11.8%
Reciprocity
332
Bridges
Most central nodes
k_digi0.8987
Rasta_lance0.04533
YouKnowItsMe0.024
Mr_Wolf0.01333
Konran0.01067
EnergyVib0.008
Infowarrior4200.008
Lag-wagon0.008
Techius0.008
alphanuma0.008
Content metrics

3,605 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 1.529 ± 2.76
min 0max 73
downvotesavg 0.18 / 7
0std 0.537
scoreμ 1.351 ± 2.667
min -4max 73
is link post76.1% true
true 76.1%false 23.9%
depthμ 1.127 ± 2.065
min 0max 20
8.6
Flesch–Kincaid grade
US school grade level
8.5
Automated readability index
Frequent terms
likepeopletimeknowthinkdonmessagewayhumanautomatedthingshumansyoutubeearthnewwantvideogoingprobablylifeeffectlookdifferentlittlepointrightsystemneedremembersaidgoodlotprettythingunderstandmaybebelieverealityoldworldactuallyuseexplainfreegameinterestingmandelatryreadreal
Topic clusters

Topic 0

nasa
asteroid
moon
space
object
earthquake
ceres
solar

Topic 1

contact
want
lol
tell
yeah
try
december
game

Topic 2

like
human
look
know
time
think
people
thing

Topic 3

human
people
think
action
like
thing
entity
earth

Topic 4

syria
russia
turkish
russian
cryptocurrency
troop
missile
turkey

Topic 5

look
fucking
hide
shit
like
edgy
retarded
roll

Topic 6

remember
dream
like
thing
experience
change
feel
time

Topic 7

magnetism
youtube
pendulum
motor
phase
lecture
energy
automate

Topic 8

youtube
automate
message
witch
milk
love
machine
cadbury

Topic 9

official
video
music
youtube
automate
message
ghost
fox

Topic 10

humanity
rituli
race
human
trip
trick
privately
schizo

Topic 11

post
lol
claim
video
reflection
evidence
think
haha
Show all 39 topics

Topic 12

mandela
effect
fearful
testimonies
change
angry
fence
liberty

Topic 13

moon
cloud
shadow
sky
look
pic
spot
mountain

Topic 14

mandela
effect
youtube
automate
message
vote
voting
change

Topic 15

oregon
fbi
woman
claim
health
bundy
expose
news

Topic 16

alien
andromeda
answer
atlantis
flame
believe
ancient
aliens

Topic 17

delete
user
account
author

Topic 18

thank
share
great
hack
far
beer
appreciate
post

Topic 19

trump
youtube
automate
message
truth
president
honest
neutrality

Topic 20

dna
container
comment
conquer
everybody
alien
human
wild

Topic 21

message
youtube
automate
alien
andromeda
answer
encounter
deliver

Topic 22

question
answer
reply
post
wait
revelation
clarify
dollar

Topic 23

dmt
philip
dick
archon
dimensional
death
interdimensional
doors

Topic 24

monkees
monkey
church
download
satan
adventure
magic
song

Topic 25

truth
rena
song
true
netflix
skin
radio
white

Topic 26

religion
rape
bad
asylum
possession
satanist
bruno
evil

Topic 27

curious
george
sound
tail
subverse
dream
cool
interesting

Topic 28

daily
rabbit
hole
trump
youtube
automate
message
cnn

Topic 29

automate
imgur
message
non
link
thi
heart
private

Topic 30

horizons
twitter
new
automate
message
dream
wow
rock

Topic 31

rick
morty
season
youtube
episode
chaos
automate
menagerie

Topic 32

twitter
automate
message
mark
illuminati
quotation
tweet
screenshot

Topic 33

oscillator
crystal
chris
truck
shift
analysis
circuit
learn

Topic 34

brace
zapruder
scene
moonraker
dolly
guy
film
video

Topic 35

inductor
motor
connect
winding
pole
capacitor
event
tesla

Topic 36

decode
true
submission
voat
link
perspective
time
revisit

Topic 37

modem
pay
optus
monopoly
internet
install
service
system

Topic 38

comment
video
frame
interesting
recommend
highly
watch
land
Top hashtags
#spooktober5
#4103
#1012
#22
#2002
#2182
#2212
#2232
#2362
#2432
#2452
#2972
#32
#3912
#4002
#4012
#4052
#4182
#4192
#532
Top emoji
🔷4
🔺4
🐐1
👍1
💗1
📽1
🔹1
😉1
😬1
🙂1
🙃1
🚀1
🤣1

Computed over the full corpus.

Record

Catalog key
voat-contact
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
3,800
Nodes
376
Edges
439 (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, 15.0 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/Contact [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/Contact. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

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