Voat — v/pizzagatewhatever

A Voat (Reddit alternative, 2013–2020) dataset of 4,041 submissions, 11,284 comments, 1,882 users, 4,527 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/pizzagatewhatever, covering its full lifetime on the platform (2013–2020). Includes all 4,041 submissions and 11,284 comments with full text and engagement metadata.. Suitable for social network analysis, community dynamics, content moderation, platform migration studies, online community research.

#Alt tech#Fringe platform#Pizzagate#Subverse#V pizzagatewhatever

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 1,882 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

1.9K
Nodes
4.5K
Edges
1.28e-03
Density
18
Components
-0.1594
Assortativity
7.2%
Reciprocity
1K
Bridges
Most central nodes
fogdryer0.193
kobold0.05476
septimasexta0.05104
DarkMath0.04997
31415926530.04306
DietCokehead10.04306
Jem7770.03775
Madwack0.03775
argosciv0.03509
VieBleu0.03456
Content metrics

15,325 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 2.456 ± 5.109
min 0max 118
downvotesμ 0.227 ± 0.712
min 0max 14
scoreμ 2.229 ± 4.997
min -10max 108
is link post34.6% true
true 34.6%false 65.4%
depthμ 1.163 ± 1.989
min -1max 18
8.2
Flesch–Kincaid grade
US school grade level
8.9
Automated readability index
Frequent terms
peoplechildrenlikechildsaidpizzagateknownewtimethinkdonpostyearsworldsexyearabusestatetraffickingfoundpolicegoodoldgoingwayfamilysexualhumanrightlookkidsfindmessagewantworkvideolinkneedcompanyhelprelatednewsmanpubliccasethingsschoolautomateddaygovernment
Topic clusters

Topic 0

vaccine
health
virus
coronavirus
disease
gates
china
cancer

Topic 1

trafficking
sex
child
arrest
rape
human
sexual
abuse

Topic 2

pizzagate
pizza
pedogate
post
delete
pizzagatewhatever
sub
relate

Topic 3

company
new
include
president
year
work
member
film

Topic 4

child
abuse
police
year
sexual
charge
victim
report

Topic 5

people
like
know
think
time
thing
world
god

Topic 6

thank
interesting
post
great
work
good
yes
appreciate

Topic 7

automate
message
youtube
twitter
kappy
isaac
weinstein
harvey

Topic 8

child
kid
think
want
people
know
like
old

Topic 9

user
account
delete
sry
everybody
monitor
fast
new

Topic 10

pedo
pedophile
pedophilia
symbol
hollywood
corey
feldman
normalize

Topic 11

author
delete
Show all 28 topics

Topic 12

think
agree
like
yes
good
yep
exactly
thought

Topic 13

post
link
check
article
find
comment
try
meta

Topic 14

know
want
hear
look
hmm
come
choice
subscribe

Topic 15

post
mod
shill
subverse
rule
sub
comment
pizzagate

Topic 16

racine
wisconsin
truth
agenda
global
model
enslavement
real

Topic 17

epstein
jeffrey
suicide
mossad
ties
automate
message
youtube

Topic 18

voat
post
delete
mod
remove
submission
removed
search

Topic 19

fuck
fucking
faggot
boomer
cuck
reddit
twatter
fuckin

Topic 20

trump
satanic
satanism
satanist
satan
occult
president
cia

Topic 21

pope
catholic
vatican
church
abuse
francis
cardinal
automate

Topic 22

kill
deep
chester
seth
rich
dead
death
holistic

Topic 23

podesta
email
tony
john
creepy
podestas
emails
collection

Topic 24

corruption
root
racine
annex
vindicate
bard
touch
case

Topic 25

rule
pizzagate
relate
pizzagatememe
askpizzagate
eyelid
staple
vaguely

Topic 26

victim
evil
narcissist
psychopath
bad
sra
people
birthday

Topic 27

wisconsin
racine
hospital
corrupt
johnson
mafia
madison
cargill
Top hashtags
#pizzagate80
#148
#pedogate36
#229
#metoo21
#pizza17
#selection17
#311
#49
#qanon9
#alefantis8
#56
#66
#more6
#whqopsi6
#comments5
#mindcontrol5
#nsagate5
#pedowood5
#submissiontop5
Top emoji
😡14
🇸13
🇺13
💥12
🍕10
👶9
😂8
🤔8
🏻7
😁6
🙏6
👁5
🤬5
👍4
😘4

Computed over the full corpus.

Record

Catalog key
voat-pizzagatewhatever
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
16,919
Nodes
1,882
Edges
4,527 (directed)
Attributes
nodes have attributes; edges have attributes
Languages
en
Collected
2016/2020 (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, 27.1 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/pizzagatewhatever [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/pizzagatewhatever. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

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