Voat — v/Conspiracy

A Voat (Reddit alternative, 2013–2020) dataset of 25,989 submissions, 94,638 comments, 10,272 users, 46,388 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/Conspiracy, covering its full lifetime on the platform (2013–2020). Includes all 25,989 submissions and 94,638 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 10,272 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

10.3K
Nodes
46.4K
Edges
4.40e-04
Density
24
Components
-0.1448
Assortativity
2.6%
Reciprocity
4.5K
Bridges
Most central nodes
madmalloy0.2952
Conspirologist0.1742
salvia_d0.166
TREDDITFIRST0.09726
mememeyou0.07234
GizaDog0.06504
ChangingPerspectives0.04537
ElspethTirel0.04469
axolotl__peyotl0.04342
OWNtheNWO0.03992
Content metrics

120,627 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 4.696 ± 14.097
min 0max 419
downvotesμ 0.478 ± 1.322
min 0max 43
scoreμ 4.218 ± 13.766
min -28max 411
is link post80.6% true
true 80.6%false 19.4%
depthμ 1.385 ± 102.734
min -1max 31.6K
8.8
Flesch–Kincaid grade
US school grade level
9.2
Automated readability index
Frequent terms
peoplelikedonknowthinktimenewworldtrumpconspiracyjewsgovernmentdeletedgoingwarrightwantwayusermediavideogoodyearsaccountrealcontrolisraelneedlookbelievenewsstatepostusemessagesaidshityoutubeciathingsthingmoneywhitejewishtruthfuckingdayevidenceredditfind
Topic clusters

Topic 0

vaccine
coronavirus
pharma
virus
flu
cancer
study
health

Topic 1

people
like
know
think
time
thing
post
way

Topic 2

syria
saudi
russia
isis
iran
syrian
russian
arabia

Topic 3

shooting
vegas
flag
false
shooter
las
hoax
attack

Topic 4

know
happen
degenerate
fuck
people
interesting
talk
time

Topic 5

nasa
earth
ufo
flat
moon
space
antarctica
solar

Topic 6

trump
obama
election
donald
president
fraud
sanders
democrats

Topic 7

israel
israeli
palestinian
palestinians
gaza
netanyahu
palestine
trump

Topic 8

account
user
delete
commercially
viable
code
network
youtube

Topic 9

clinton
hillary
foundation
email
fbi
dnc
bill
dead

Topic 10

pizzagate
child
pedophile
abuse
sex
ring
trafficking
pedo

Topic 11

conspiracy
theory
elite
deep
mainstream
america
state
orwell
Show all 26 topics

Topic 12

reddit
censor
censorship
internet
youtube
facebook
conspiracy
post

Topic 13

user
delete
downvote
use

Topic 14

jews
jewish
jew
control
anti
holocaust
zionism
semitism

Topic 15

degenerate
jews
people
judeo
satanist
clone
normal
elite

Topic 16

plane
wtc
crash
tower
building
collapse
demolition
fema

Topic 17

world
order
reserve
new
federal
globalist
global
china

Topic 18

fbi
police
court
arrest
bundy
baltimore
supreme
gun

Topic 19

assange
julian
manning
chelsea
wikileak
ecuador
extradition
wikileaks

Topic 20

jfk
assassination
kennedy
murder
kill
assassinate
john
luther

Topic 21

author
delete
submission
quality
sort
promote
thank
consider

Topic 22

account
user
delete

Topic 23

cia
snowden
edward
wikileak
wikileaks
declassify
psychologist
torture

Topic 24

satanist
judeo
occult
freemasonry
satanic
satan
symbolism
satanism

Topic 25

truthstream
truth
media
live
sci
film
true
myth
Top hashtags
#144
#pizzagate31
#unity4j27
#226
#newworldnextweek22
#propagandawatch20
#vault718
#qanon13
#312
#410
#rfb10
#maga9
#greatawakening8
#metoo8
#nwo8
#57
#911truth7
#covid197
#falseflag7
#pedogate7
Top emoji
🍪15
💥8
😂8
🤡7
🌚5
💩5
🗡5
🤜5
🤣5
🇸4
🇺4
👁4
👌4
😉4
😥4

Sampled: text metrics from 50K of 117.1K records; topic model from 20K.

Record

Catalog key
voat-conspiracy
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
117,120
Nodes
10,272
Edges
46,388 (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, 71.5 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/Conspiracy [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/Conspiracy. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

Similar datasets 10 all with scores →