Voat — v/newsubverses

A Voat (Reddit alternative, 2013–2020) dataset of 2,599 submissions, 4,478 comments, 2,987 users, 3,064 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/newsubverses, covering its full lifetime on the platform (2013–2020). Includes all 2,599 submissions and 4,478 comments with full text and engagement metadata.. Suitable for social network analysis, community dynamics, content moderation, platform migration studies, online community research.

#Meta community#Subverse

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 2,987 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

3K
Nodes
3.1K
Edges
3.44e-04
Density
278
Components
-0.09577
Assortativity
0.1%
Reciprocity
2.1K
Bridges
Most central nodes
HowieHardcore0.03851
surfsup0.03148
DietCokehead10.01574
tom470.01239
VouvrayCabernet0.01172
Good-Groid-Dead0.00971
HappyExile0.00971
Chiefpacman0.00938
DiversityDan0.00904
MCVoat0.00837
Content metrics

7,077 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 4.215 ± 9.828
min 0max 268
downvotesμ 0.769 ± 2.306
min 0max 51
scoreμ 3.446 ± 9.635
min -50max 234
is link post72.5% true
true 72.5%false 27.5%
depthμ 0.982 ± 2.809
min -1max 40
7.1
Flesch–Kincaid grade
US school grade level
8.0
Automated readability index
Frequent terms
subverselikepeopledonpostnewsubvoatplacethinkwantdeletedusergoodknowlinktimecomethingssupportquickbooksfreeredditneedshitwaygoingpayrollrightwhitehelponlineideashare722844talksubverseslovegreatfindjewsnumberaccountworkletlooksuregotbest
Topic clusters

Topic 0

quickbooks
payroll
support
jews
customer
people
white
intuit

Topic 1

sub
subscribe
idea
like
nice
love
great
sound

Topic 2

subverse
new
dedicate
advertise
purpose
promote
create
catch

Topic 3

voat
goat
downvote
voater
upvoat
mascot
upvote
place

Topic 4

sub
like
people
voat
idea
subverse
post
know

Topic 5

discuss
place
discussion
share
relate
research
news
feedback

Topic 6

account
delete
user
author
deletion
capture
report

Topic 7

question
ask
answer
want
problem
advice
come
request

Topic 8

nsfw
cat
girl
gif
pic
cute
picture
dress

Topic 9

fuck
faggot
fucking
shit
ass
fucker
retarded
moron

Topic 10

trump
shit
fuck
like
faggot
suck
nigger
canada

Topic 11

soon
car
rape
room
point
thank
eye
difference
Show all 24 topics

Topic 12

trump
automate
president
youtube
message
win
senator
elect

Topic 13

delete
user

Topic 14

news
debate
coronavirus
fallacy
conspiracy
china
opinion
discuss

Topic 15

soda
water
drink
taste
quit
juice
tea
buy

Topic 16

thank
happen
inform
credit
great
techsupport
patience
congrat

Topic 17

spam
post
miss
paragraph
endorse
picture
song
potato

Topic 18

game
play
multiplayer
player
roleplay
roleplaying
gamer
gaming

Topic 19

delete
user

Topic 20

aaa
paint
anymore
doo
mua
thu
hahaha
trigger

Topic 21

discuss
subverse
discussion
relate
science
risk
dedicate
aids

Topic 22

shit
drunk
try
sjw
yeah
pro
voat
worthless

Topic 23

construction
professional
right
solution
hire
respond
word
perfect
Top hashtags
#13
#fuckyourfeelings3
#godzillachallenge2
#pizzagate2
#13671
#382271
#382541
#382641
#382651
#382721
#all1
#at_pco1
#blacklivesmattertoo1
#callmegrazer1
#conformed1
#crazynancy1
#depraved_dumborats1
#haveawank1
#jr1
#mature1
Top emoji
😢2
🏻1
🖕1
😁1
😂1
😉1
😎1
😰1
😱1
🙈1

Computed over the full corpus.

Record

Catalog key
voat-newsubverses
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
6,960
Nodes
2,987
Edges
3,064 (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, 14.9 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/newsubverses [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/newsubverses. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

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