Voat — v/news

A Voat (Reddit alternative, 2013–2020) dataset of 176,948 submissions, 1,081,119 comments, 36,459 users, 469,843 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/news, covering its full lifetime on the platform (2013–2020). Includes all 176,948 submissions and 1,081,119 comments with full text and engagement metadata.. Suitable for social network analysis, community dynamics, content moderation, platform migration studies, online community research.

#Icwsm#Platform migration#Subverse

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 36,459 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

36.5K
Nodes
469.8K
Edges
3.53e-04
Density
26
Components
-0.1585
Assortativity
3.2%
Reciprocity
13.2K
Bridges
Most central nodes
fluxusp0.1839
Joker680.149
1Sorry_SOB0.1127
tendiesonfloor0.09614
sand_mann0.096
Conspirologist0.07568
GizaDog0.07554
newoldwave0.07403
InjusticeLeague0.07323
TREDDITFIRST0.07164
Content metrics

1,258,067 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 6.493 ± 21.894
min 0max 895
downvotesμ 0.534 ± 1.801
min 0max 175
scoreμ 5.958 ± 21.55
min -107max 888
is link post94.5% true
true 94.5%false 5.5%
depthμ 1.082 ± 10.359
min -1max 6.8K
9.7
Flesch–Kincaid grade
US school grade level
10.4
Automated readability index
Frequent terms
deleteduseraccounttrumpvideonewpolicenewswhitesayspeoplemanblackyearuselinkstateworldjewsmediaoldwomanpresidentarticleclintonisraelnoncommentsattackreportpostarrestedsourcelike000muslimyearsobamachinaantitimewararchivesaiddeathfbirightmoneydeadgovernment
Topic clusters

Topic 0

coronavirus
vaccine
virus
covid
death
cdc
test
fauci

Topic 1

germany
german
migrant
merkel
refugee
brexit
europe
asylum

Topic 2

account
user
delete

Topic 3

syria
iran
saudi
syrian
arabia
russia
russian
war

Topic 4

delete
user
moderator
change
facebook
year

Topic 5

student
university
college
professor
campus
school
white
black

Topic 6

clinton
hillary
email
foundation
emails
fbi
clintons
server

Topic 7

muslim
muslims
islam
christian
islamic
pakistan
akbar
allahu

Topic 8

murder
kill
old
shoot
woman
year
man
police

Topic 9

facebook
twitter
google
zuckerberg
fcc
censor
mark
neutrality

Topic 10

israel
jews
israeli
jewish
jew
anti
antisemitism
netanyahu

Topic 11

voat
reddit
good
truth
news
online
internet
think
Show all 40 topics

Topic 12

cost
price
wage
minimum
stock
billion
insurance
million

Topic 13

jews
jewish
tribe
israel
people
jew
like
know

Topic 14

antifa
portland
blm
police
protester
video
protest
rioters

Topic 15

nasa
earth
warming
space
ice
scientist
study
climate

Topic 16

account
user
delete

Topic 17

account
user
delete

Topic 18

gun
judge
law
court
state
california
bill
supreme

Topic 19

russia
russian
putin
russians
trump
campaign
war
meddling

Topic 20

china
chinese
tesla
sea
communist
taiwan
build
navy

Topic 21

link
article
use
translate
video
archive
non
comment

Topic 22

shooting
shooter
shoot
kill
officer
suspect
man
police

Topic 23

democrats
vote
election
fraud
voter
georgia
obamacare
ballot

Topic 24

sweden
swedish
save
swede
migrant
rape
norway
muslim

Topic 25

trump
donald
president
tweet
melania
schiff
house
sotu

Topic 26

account
user
delete

Topic 27

korea
north
korean
missile
nuclear
kim
south
jong

Topic 28

account
user
delete

Topic 29

london
paris
attack
sadiq
france
french
terror
bridge

Topic 30

isis
iraq
islamic
baghdadi
mosul
afghanistan
kill
state

Topic 31

flight
plane
passenger
discover
united
find
airlines
ancient

Topic 32

white
racist
backlash
black
people
cruz
ted
genocide

Topic 33

trump
wall
obama
administration
travel
fbi
border
plan

Topic 34

south
africa
african
zimbabwe
bantu
white
land
invader

Topic 35

cnn
trump
fake
news
msnbc
tapper
jake
host

Topic 36

transgender
gender
kid
school
boy
parent
child
sex

Topic 37

marijuana
cannabis
medical
flint
pot
legalize
recreational
colorado

Topic 38

illegal
border
ice
aliens
immigrant
dhs
alien
crossing

Topic 39

canada
canadian
trudeau
justin
canadians
trash
mohawk
law
Top hashtags
#120
#metoo16
#blacklivesmatter10
#pizzagate6
#submissiontop6
#fakenews5
#maga5
#18004
#24
#34
#antifa4
#mybordersmychoice4
#qanon4
#cnnblackmail3
#marchforourlives3
#vault73
#walkaway3
#x273
#42
#52
Top emoji
🎄1
📁1
📬1

Sampled: text metrics from 50K of 1.2M records; topic model from 20K.

Record

Catalog key
voat-news
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
1,171,511
Nodes
36,459
Edges
469,843 (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, 572.9 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/news [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/news. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

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