Voat — v/ideasforvoat

A Voat (Reddit alternative, 2013–2020) dataset of 5,296 submissions, 18,233 comments, 5,954 users, 11,856 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/ideasforvoat, covering its full lifetime on the platform (2013–2020). Includes all 5,296 submissions and 18,233 comments with full text and engagement metadata.. Suitable for social network analysis, community dynamics, content moderation, platform migration studies, online community research.

#Feature request#Icwsm#Meta community#Platform migration#Subverse

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 5,954 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

6K
Nodes
11.9K
Edges
3.34e-04
Density
87
Components
-0.1224
Assortativity
1.3%
Reciprocity
3.1K
Bridges
Most central nodes
CONGLOM-O0.01562
totes_magotes0.01109
RedditDead2005-20150.01008
Calvin0.00991
AssuredlyAThrowAway0.00907
BenAffleck0.00874
Seemslegit0.00874
Atko0.00806
HenryCorp0.00773
WeekendBaker0.00739
Content metrics

23,529 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 4.12 ± 15.596
min 0max 966
downvotesμ 0.579 ± 2.615
min 0max 160
scoreμ 3.541 ± 15.04
min -151max 959
is link post3.4% true
true 3.4%false 96.6%
depthμ 1.333 ± 2.234
min -1max 29
7.3
Flesch–Kincaid grade
US school grade level
7.8
Automated readability index
Frequent terms
voatlikepeoplethinkdonpostuserredditusersideacommentsubversenewsitepostscommentswantwaytimesubcontentgoodpageknowsubssubversesdeleteduseaccountlinkneedmayberightmodssystemcommunityablevotethingsworkbuttonmodsuredoesnoptionccpgoingfeaturethinghaving
Topic clusters

Topic 0

idea
thank
think
good
like
great
work
know

Topic 1

subverse
block
sub
mod
subscribe
allow
moderator
user

Topic 2

people
post
downvote
user
comment
reddit
like
voat

Topic 3

voat
goat
app
gold
mobile
feature
res
site

Topic 4

comment
post
link
sort
option
page
ability
reply

Topic 5

fuck
faggot
shit
fucking
stupid
nigger
reddit
bad

Topic 6

comment
link
new
page
post
click
thread
tab

Topic 7

downvote
downvoat
vote
upvoat
upvote
downvoate
limit
agree

Topic 8

account
delete
user
dont
deactivate
recovery
tackle
recover

Topic 9

delete
user
remove
accident
define
auto
power
check

Topic 10

nsfw
random
porn
nsfl
tag
content
subverse
gore

Topic 11

author
delete
test
reply
edit
display
profile
content
Show all 14 topics

Topic 12

subverse
sub
mod
post
like
page
new
think

Topic 13

ccp
scp
limit
downvote
minimum
day
user
requirement
Top hashtags
#s20
#container19
#115
#215
#header10
#0006
#togglesticky5
#34
#expand4
#1010103
#43
#4083
#4433
#53
#fff3
#gamergate3
#voat3
#0080ff2
#00ff002
#102
Top emoji
👌23
🏠15
🐐15
👀8
🔥7
👑4
💯4
🅸3
🆃3
😓3
🅴2
🅻2
🆂2
😁2
😙2

Computed over the full corpus.

Record

Catalog key
voat-ideasforvoat
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
26,114
Nodes
5,954
Edges
11,856 (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, 25.6 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/ideasforvoat [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/ideasforvoat. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

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