Voat — v/NeoFAG

A Voat (Reddit alternative, 2013–2020) dataset of 23,694 submissions, 151,624 comments, 3,486 users, 34,151 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/NeoFAG, covering its full lifetime on the platform (2013–2020). Includes all 23,694 submissions and 151,624 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#Subverse

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 3,486 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

3.5K
Nodes
34.2K
Edges
2.81e-03
Density
1
Components
-0.3297
Assortativity
20.8%
Reciprocity
1.6K
Bridges
Most central nodes
Gaffots0.3773
AutisticScreeching0.2324
wigson0.2169
Cuck-a-doodle-doo0.1613
BillBugle0.1564
capturadorculo0.1518
Dillinger480.1159
Gafsucksalot0.1136
Timbo20.1113
Azureth0.1079
Content metrics

175,318 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 4.661 ± 6.345
min 0max 255
downvotesμ 0.147 ± 0.769
min 0max 41
scoreμ 4.514 ± 6.318
min -27max 251
is link post69.6% true
true 69.6%false 30.4%
depthμ 0.571 ± 1.061
min -1max 20
7.5
Flesch–Kincaid grade
US school grade level
8.4
Automated readability index
Frequent terms
peoplelikeuseraccountdondeletedthreadgafwhitethinkshitblacktrumpneogafknowtimefuckfuckingreseteragamepostgoingrightwantbannedgoodwomenmangameswaynewguygotneeddoesnforumbanthingdaygaffotsactuallyracistprobablylollookyearsletsaidisngetting
Topic clusters

Topic 0

people
like
think
post
know
ban
want
thread

Topic 1

trump
hillary
clinton
obama
vote
president
supporter
donald

Topic 2

gaffot
gaf
trigger
game
gaffer
gaffag
post
like

Topic 3

white
black
racist
people
man
racism
guy
nigger

Topic 4

bish
thread
happen
lol
think
good
fuck
guess

Topic 5

delete
account
user
purge
quick

Topic 6

sony
game
shill
nintendo
thread
xbox
gaming
shilling

Topic 7

neogaf
neofag
tyler
post
new
neogafs
member
mod

Topic 8

delete
account
user
banner
username
encourage
commit
forget

Topic 9

resetera
mod
ban
thread
admin
reset
twitter
post

Topic 10

delete
account
user

Topic 11

woman
trans
tranny
transgender
gender
man
male
tran
Show all 13 topics

Topic 12

muslim
muslims
islam
islamic
religion
terrorist
attack
peace
Top hashtags
#post340
#selection65
#155
#metoo32
#resist24
#220
#resistance19
#313
#currentyear10
#blacklivesmatter9
#08
#48
#resetera6
#woke6
#footer5
#gamergate5
#notallmuslims5
#64
#blm4
#imwithher4
Top emoji
😂40
😏24
💔11
🚨11
🤔11
🤢9
🤣8
😉7
👏6
🎄5
🔥5
😒5
👌4
😭4
🤡4

Sampled: text metrics from 50K of 171.2K records; topic model from 20K.

Record

Catalog key
voat-neofag
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
171,172
Nodes
3,486
Edges
34,151 (directed)
Attributes
nodes have attributes; edges have attributes
Languages
en
Collected
2015/2020 (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, 91.1 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/NeoFAG [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/NeoFAG. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

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