Voat — v/Worldnews

A Voat (Reddit alternative, 2013–2020) dataset of 20,237 submissions, 63,811 comments, 7,956 users, 33,170 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/Worldnews, covering its full lifetime on the platform (2013–2020). Includes all 20,237 submissions and 63,811 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#World news

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 7,956 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

8K
Nodes
33.2K
Edges
5.24e-04
Density
20
Components
-0.171
Assortativity
1.4%
Reciprocity
3.7K
Bridges
Most central nodes
FreeSpeachRocks0.1507
pcdude0.1493
1Sorry_SOB0.1145
newoldwave0.1053
noworldorder0.09893
ArsCortica0.09654
tendiesonfloor0.09001
OhBlindOne0.08925
Thisismyvoatusername0.06273
killer70.06122
Content metrics

84,048 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 5.992 ± 17.405
min 0max 456
downvotesμ 0.477 ± 1.442
min 0max 49
scoreμ 5.515 ± 17.071
min -39max 450
is link post97.0% true
true 97.0%false 3.0%
depthμ 0.864 ± 1.92
min -1max 36
8.5
Flesch–Kincaid grade
US school grade level
9.0
Automated readability index
Frequent terms
peoplelikeuserdeletedaccountdonchinaworldnewstimewarmessagecountrynewthinksaidautomatedrightknowgoodtrumpgovernmentpolicewantshitgoingrussiaisraelyearssaysstateneedwayfuckyearwhitegermanymuslimeuropefuckingwomenmuslimsattacknorthcountriesmanmoneyjewsthingkorea
Topic clusters

Topic 0

coronavirus
update
case
outbreak
ebola
virus
cases
spread

Topic 1

germany
german
migrant
berlin
refugee
asylum
austria
attack

Topic 2

korea
north
kim
korean
jong
missile
south
test

Topic 3

israel
israeli
palestinian
gaza
netanyahu
palestinians
hamas
jerusalem

Topic 4

russia
putin
russian
ukraine
nato
russians
vladimir
war

Topic 5

account
delete
user

Topic 6

sweden
swedish
migrant
rape
finland
woman
gang
year

Topic 7

delete
user
author
moderator

Topic 8

syria
syrian
aleppo
rebel
russia
russian
turkey
chemical

Topic 9

iran
iranian
nuclear
deal
tanker
gulf
israel
sanction

Topic 10

saudi
arabia
yemen
khashoggi
yemeni
prince
jamal
oil

Topic 11

brexit
theresa
britain
vote
boris
johnson
referendum
british
Show all 56 topics

Topic 12

venezuela
venezuelan
food
socialism
opposition
socialist
crisis
oil

Topic 13

canada
canadian
trudeau
cannabis
toronto
canadians
liberal
justin

Topic 14

scientist
climate
change
discover
fossil
earth
global
warming

Topic 15

trump
donald
obama
trumps
president
travel
world
election

Topic 16

isis
iraq
islamic
iraqi
state
mosul
istanbul
kill

Topic 17

paris
french
france
attack
terror
brussels
dame
notre

Topic 18

mexico
mexican
cartel
drug
chapo
president
colombia
guatemala

Topic 19

south
zimbabwe
africa
african
white
land
zuma
president

Topic 20

turkey
erdogan
coup
turkish
president
turkeys
membership
emergency

Topic 21

china
sea
south
chinese
warship
beijing
taiwan
island

Topic 22

merkel
angela
coalition
german
germany
chancellor
party
refugee

Topic 23

earthquake
quake
volcano
dam
japan
california
hit
typhoon

Topic 24

china
trade
stock
taiwan
jinping
trading
chinese
chinas

Topic 25

account
delete
user

Topic 26

muslims
pakistan
muslim
christians
christian
islam
bangladesh
myanmar

Topic 27

china
chinese
communist
credit
party
internet
human
blacklist

Topic 28

greece
greek
bailout
debt
imf
eurozone
iceland
greeks

Topic 29

account
delete
user

Topic 30

world
global
financial
country
population
economic
market
gold

Topic 31

pope
francis
vatican
priest
cardinal
catholic
abuse
church

Topic 32

jews
assange
trump
law
jewish
victim
access
information

Topic 33

brazil
rio
olympics
brazilian
olympic
bolsonaro
president
water

Topic 34

account
delete
user

Topic 35

taliban
afghanistan
afghan
kill
kabul
drone
kunduz
hospital

Topic 36

australia
australian
detention
asylum
white
sex
law
encryption

Topic 37

london
attack
man
manchester
knife
police
car
machete

Topic 38

yellow
vest
vests
paris
france
protest
french
police

Topic 39

account
delete
user

Topic 40

grenfell
mayor
london
british
tower
tommy
robinson
britain

Topic 41

girl
rap
lah
gang
muslim
moongod
teenage
jail

Topic 42

internet
gchq
surveillance
online
porn
law
privacy
company

Topic 43

account
delete
user

Topic 44

hungary
soros
orban
hungarian
george
viktor
migrant
european

Topic 45

poland
polish
czech
minister
right
government
tusk
wing

Topic 46

europe
migrant
crisis
migration
european
europeans
africa
migrate

Topic 47

account
delete
user

Topic 48

duterte
philippine
philippines
drug
president
filipino
filipinos
rodrigo

Topic 49

rescue
mediterranean
migrant
greek
boat
libya
ship
greece

Topic 50

account
delete
user

Topic 51

account
delete
user

Topic 52

macron
pen
french
france
marine
emmanuel
hollande
frances

Topic 53

account
delete
user

Topic 54

italy
salvini
italian
migrant
ship
rescue
italians
ngo

Topic 55

snowden
clinton
hillary
edward
email
leak
wikileak
nsa
Top hashtags
#122
#210
#blacklivesmatter6
#metoo5
#newworldnextweek5
#france4
#paris4
#topoli4
#pizzagate3
#standforouranthem3
#syria3
#t3
#0392
#201968622
#32
#breaking2
#brexit2
#efmbvxbxgbzzb1kb57b9hb_accv2
#germany2
#history2
Top emoji
🦍38
🐵22
👏14
🤡12
🎵10
🐸6
👌6
🤦5
🇮4
🎶4
🐒4
🤔4
🇱3
🇸2
👀2

Sampled: text metrics from 50K of 78.8K records; topic model from 20K.

Record

Catalog key
voat-worldnews
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
78,837
Nodes
7,956
Edges
33,170 (directed)
Attributes
nodes have attributes; edges have attributes
Languages
en
Collected
2014/2020 (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, 49.0 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/Worldnews [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/Worldnews. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

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