Voat — v/voatdev

A Voat (Reddit alternative, 2013–2020) dataset of 3,080 submissions, 9,518 comments, 1,927 users, 3,875 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/voatdev, covering its full lifetime on the platform (2013–2020). Includes all 3,080 submissions and 9,518 comments with full text and engagement metadata.. Suitable for social network analysis, community dynamics, content moderation, platform migration studies, online community research.

#Meta discussion#Platform migration#Subverse

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 1,927 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

1.9K
Nodes
3.9K
Edges
1.04e-03
Density
37
Components
-0.1578
Assortativity
7.4%
Reciprocity
1.1K
Bridges
Most central nodes
Atko0.1101
PuttItOut0.07061
PeaceSeeker0.03686
Conspirologist0.03479
MadWorld0.02856
ExpertShitposter0.02544
NeedleStack0.02492
guinness20.02492
ObamasPinkSock0.01713
SaneGoatiSwear0.01713
Content metrics

12,598 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 3.274 ± 8.508
min 0max 344
downvotesμ 0.379 ± 1.462
min 0max 36
scoreμ 2.895 ± 8.405
min -17max 336
is link post11.2% true
true 11.2%false 88.8%
depthμ 1.733 ± 3.639
min 0max 66
6.8
Flesch–Kincaid grade
US school grade level
7.5
Automated readability index
Frequent terms
voatpostlikeuserpagecommentbugthinksubversedonnewtimelinkaccountknowpreviewcommentssitedeletedissueerrorpostsuserseditsubmissionsurewaypeopleworkmessageuseputtthankssubrightfixedneedapibuttondoesnwantclickgoodsubversesfeaturevotecodereporttrygoing
Topic clusters

Topic 0

voat
vote
downvote
upvoat
upvote
error
post
new

Topic 1

voat
user
people
site
post
like
time
work

Topic 2

subverse
block
sub
subscribe
create
mod
nsfw
user

Topic 3

thank
good
know
think
interesting
like
fix
awesome

Topic 4

bug
confirm
report
fix
find
cache
issue
feature

Topic 5

preview
winpg
winsql
linpg
linsql
error
stage
exception

Topic 6

putt
bug
issue
think
mark
sure
fix
know

Topic 7

message
error
click
page
comment
reply
browser
try

Topic 8

delete
account
user
undelete
sweet
inactive
tend
piss

Topic 9

title
submission
submit
link
character
copy
page
paste

Topic 10

fuck
faggot
fucking
shit
like
nigger
retard
fucker

Topic 11

subverse
mod
moderator
sub
subscribe
page
post
invite
Show all 13 topics

Topic 12

comment
history
reply
past
update
new
post
view
Top hashtags
#27
#header6
#15
#fff5
#container4
#selection3
#32
#4040402
#52668692
#ffffff2
#hashtags2
#l852
#x2b2
#1021
#1031
#103821
#103831
#103841
#1041
#104146281
Top emoji
🏠56
🐐56
😂4
😁3
👊2
👍2
😊2
🙄2
🎱1
🏻1
🤔1

Computed over the full corpus.

Record

Catalog key
voat-voatdev
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
14,094
Nodes
1,927
Edges
3,875 (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, 18.4 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/voatdev [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/voatdev. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

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