Voat — v/tv

A Voat (Reddit alternative, 2013–2020) dataset of 2,585 submissions, 6,577 comments, 2,733 users, 4,206 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/tv, covering its full lifetime on the platform (2013–2020). Includes all 2,585 submissions and 6,577 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

Download data BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 2,733 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

2.7K
Nodes
4.2K
Edges
5.63e-04
Density
34
Components
-0.1057
Assortativity
0.4%
Reciprocity
1.8K
Bridges
Most central nodes
Some_Guy_from_RI0.1669
1Sorry_SOB0.1146
Yo0.1018
Bad-R0nald0.03001
Jourdy2880.02855
SexMachine0.02782
LiberationArtFront0.02709
killer70.02709
DietCokehead10.02599
ChillyHellion0.02416
Content metrics

9,162 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 3.488 ± 15.89
min 0max 1.2K
downvotesμ 0.392 ± 1.287
min 0max 35
scoreμ 3.096 ± 15.799
min -20max 1.2K
is link post83.4% true
true 83.4%false 16.6%
depthμ 0.773 ± 1.788
min 0max 23
7.2
Flesch–Kincaid grade
US school grade level
7.6
Automated readability index
Frequent terms
likeseasonpeopleserieswatchgooddonepisodenewtimenetflixthinkshowsshitmessageknowautomatedwhiteblackgoingwatchingfuckingepisodesstarbadgotgreatdeletedbetterfuckwaywantstorythingyearsdeadprettyrightuseractuallysaidgamewatchedcharacterlovedidncharacterstelevisionyearonline
Topic clusters

Topic 0

season
episode
series
watch
good
new
great
love

Topic 1

episode
like
season
character
watch
good
think
story

Topic 2

thank
good
yeah
awesome
yes
think
pretty
great

Topic 3

white
woman
people
like
hoa
man
thing
know

Topic 4

jews
jewish
jew
white
sjw
racist
racism
people

Topic 5

netflix
hulu
streaming
amazon
cable
video
lose
prime

Topic 6

fuck
kike
shit
fucking
fat
retard
holy
faggot

Topic 7

flat
earth
antarctica
horizon
pole
theory
magnetic
north

Topic 8

leftist
mentally
family
npc
satan
global
ill
think

Topic 9

episode
season
online
watch
brother
bachelor
mercedes
big

Topic 10

trump
colbert
donald
racist
joy
stephen
clinton
blackface

Topic 11

youtube
automate
message
twin
peaks
trailer
official
teaser
Show all 30 topics

Topic 12

link
suppress
notification
anonymous
comment
bot
click
append

Topic 13

trailer
official
teaser
ash
season
stranger
evil
marvel

Topic 14

account
user
delete

Topic 15

need
think
tell
come
approve
neat
use
fine

Topic 16

simpsons
seinfeld
apu
groening
simpson
matt
simon
member

Topic 17

sexual
harassment
allegation
message
accuse
automate
cohen
daily

Topic 18

detective
true
season
netflix
series
hannibal
unbreakable
kimmy

Topic 19

delete
user
author

Topic 20

account
user
delete

Topic 21

thrones
game
season
viking
hbo
free
episode
online

Topic 22

roseanne
barr
abc
conners
kelly
goodman
megyn
rating

Topic 23

nigger
tranny
dick
kid
respect
teach
suck
niggerfaggot

Topic 24

trek
star
orville
discovery
std
look
fan
time

Topic 25

drinker
critical
die
picard
star
trek
review
dead

Topic 26

dead
walking
walk
season
fear
showrunner
premiere
lincoln

Topic 27

watch
gratuitous
nudity
time
french
today
currently
apparently

Topic 28

guideline
mod
rule
post
comment
removal
disregard
deem

Topic 29

live
stream
ufc
free
philadelphia
sunny
horse
streaming
Top hashtags
#metoo8
#24
#13
#s3
#1170002
#42
#52
#82
#1030941
#1036531
#1253031
#1253771
#1315791
#1315801
#1324291
#1343921
#1369211
#173171
#31
#3781
Top emoji
🏼3
🏻2
👶2
💗2
😍2
👍1
👗1
👧1
👨1
👩1
📷1
😂1
🤣1

Computed over the full corpus.

Record

Catalog key
voat-tv
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
8,892
Nodes
2,733
Edges
4,206 (directed)
Attributes
nodes have attributes; edges have attributes
Languages
en
Collected
2013/2020 (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, 15.5 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/tv [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/tv. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

Similar datasets 10 all with scores →