Voat — v/OccidentalEnclave

A Voat (Reddit alternative, 2013–2020) dataset of 30,530 submissions, 68,820 comments, 4,178 users, 13,926 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/OccidentalEnclave, covering its full lifetime on the platform (2013–2020). Includes all 30,530 submissions and 68,820 comments with full text and engagement metadata.. Suitable for social network analysis, community dynamics, content moderation, platform migration studies, online community research.

#Subverse#White nationalism

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 4,178 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

4.2K
Nodes
13.9K
Edges
7.98e-04
Density
2
Components
-0.2915
Assortativity
4.5%
Reciprocity
1.9K
Bridges
Most central nodes
Joe_McCarthy0.5947
Kattie0.453
KosherHiveKicker0.283
1Sorry_SOB0.2351
Quaestorr0.1271
ATX_11380.1231
kulturkampf0.1077
ColonialCandle0.08236
Thisismyvoatusername0.05626
Hockey_Sweater0.04214
Content metrics

99,350 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 4.362 ± 9.508
min 0max 241
downvotesμ 0.596 ± 1.597
min 0max 46
scoreμ 3.767 ± 9.387
min -33max 241
is link post90.9% true
true 90.9%false 9.1%
depthμ 0.789 ± 1.997
min -1max 41
9.2
Flesch–Kincaid grade
US school grade level
9.7
Automated readability index
Frequent terms
trumpwhitepeoplelikerightwarnewjewsdonthinkmessageworldautomatedtimeamericanamericaciviljewishblackaccountknowdeletedantiusergoodfarracecountrywantyearseuropemanstatesaidpresidentgoinggermanymediawayisraelsaysrussianeedyearjewoldgermanleftgovernmentvoat
Topic clusters

Topic 0

trump
donald
president
biden
clinton
poll
hillary
democrats

Topic 1

germany
nazi
german
neo
hitler
merkel
austria
berlin

Topic 2

jews
israel
jewish
jew
syria
iran
israeli
thank

Topic 3

people
like
white
know
think
come
thing
time

Topic 4

user
delete
account

Topic 5

white
black
racist
nationalism
race
america
racism
people

Topic 6

great
good
america
think
future
history
american
day

Topic 7

sweden
swedish
finland
migrant
finnish
police
stockholm
rape

Topic 8

black
white
murder
arrest
police
man
negro
transgender

Topic 9

france
french
police
attack
london
paris
migrant
rape

Topic 10

italy
migrant
salvini
italian
migrants
government
ship
matteo

Topic 11

russia
putin
russian
ukraine
korea
north
vladimir
war
Show all 14 topics

Topic 12

civil
war
america
second
american
confederate
fight
cold

Topic 13

music
video
official
song
johnny
rage
mode
jessica
Top hashtags
#128
#metoo28
#212
#blackliesmatter10
#v9
#35
#comment4
#contact4
#justice4jussie4
#calexit3
#cancelwhitepeople3
#civilwar23
#civilwarpotluck3
#nevertrump3
#102
#14782
#2020vision2
#2062
#332
#42
Top emoji
𝐞12
𝐭9
𝐨8
👏8
𝐧7
𝐢6
😂6
𝐮5
𝐲5
𝐚4
𝐛4
𝐡4
𝐫4
🤔4
𝐜3

Sampled: text metrics from 50K of 96.6K records; topic model from 20K.

Record

Catalog key
voat-occidentalenclave
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
96,581
Nodes
4,178
Edges
13,926 (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, 68.0 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/OccidentalEnclave [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/OccidentalEnclave. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

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