Voat — v/NFL

A Voat (Reddit alternative, 2013–2020) dataset of 2,390 submissions, 7,290 comments, 946 users, 2,582 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/NFL, covering its full lifetime on the platform (2013–2020). Includes all 2,390 submissions and 7,290 comments with full text and engagement metadata.. Suitable for social network analysis, community dynamics, content moderation, platform migration studies, online community research.

#Alt tech#American football#Nfl#Subverse#V nfl

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Analytics

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· graph.json

Node size is centrality, colour is community. Hover a node for details; click one to isolate its community.

946
Nodes
2.6K
Edges
2.89e-03
Density
9
Components
-0.2415
Assortativity
15.6%
Reciprocity
507
Bridges
Most central nodes
ShagginTurtles0.2074
BomTrady0.146
uncletootie0.1323
JuliusSeizure0.1111
Some_Guy_from_RI0.08677
onesidedsquare0.07619
NFL_Mod0.06667
tentonaraft0.06667
CowboyRob0.06455
FullyBespokedTomato0.06032
Content metrics

9,680 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 3.192 ± 4.873
min 0max 137
downvotesμ 0.129 ± 0.581
min 0max 20
scoreμ 3.063 ± 4.813
min -19max 133
is link post78.9% true
true 78.9%false 21.1%
depthμ 1.531 ± 2.414
min 0max 26
6.5
Flesch–Kincaid grade
US school grade level
7.0
Automated readability index
Frequent terms
nflteamgamelikethinkdonyearuserdeletedgoodseasonaccountgoingtimeknowweekfootballteamsrightplaygamespeoplegotnewwantleaguewinplayersshityearsfanwaybradybetterbestfansdidnguywonsureprobablypanthersopenedpatriotsplayerbroncosbadpackersgreatpretty
Topic clusters

Topic 0

thread
mod
sub
work
post
like
link
flair

Topic 1

broncos
panthers
panther
dolphins
sign
year
contract
schefter

Topic 2

year
team
win
think
season
good
packers
lose

Topic 3

shit
fuck
gay
canadian
guy
joke
wait
fucking

Topic 4

nfl
anthem
national
player
protest
players
arrest
ray

Topic 5

brady
suspension
tom
suspend
goodell
roger
appeal
nfl

Topic 6

account
delete
user

Topic 7

thank
yeah
nice
bro
good
haha
agree
hey

Topic 8

bear
bears
ditka
cutler
beasr
forget
orange
missing

Topic 9

week
sunday
preseason
thread
game
gamethread
night
unofficial

Topic 10

season
year
team
contract
player
think
lose
hope

Topic 11

year
win
season
team
play
game
pick
good
Show all 23 topics

Topic 12

eagles
kelly
chip
eagle
rodgers
aaron
cowboys
fan

Topic 13

account
delete
user

Topic 14

piss
fuck
shit
drink
fucking
bet
holy
dick

Topic 15

browns
brown
cleveland
pryor
surprised
surprise
antonio
hue

Topic 16

ground
rule
ball
catch
thing
think
play
black

Topic 17

nfl
draft
fantasy
round
football
fantasyfootball
prediction
mock

Topic 18

know
relevant
record
clearly
mean
stay
align
bait

Topic 19

account
delete
user

Topic 20

peyton
manning
retire
drew
brees
saint
eli
announce

Topic 21

colt
colts
east
afc
fire
win
grigson
titans

Topic 22

account
delete
user
Top hashtags
#142
#218
#36
#325
#5757575
#nfl5
#44
#taketheknee4
#63
#763
#93
#ffffff3
#header3
#102
#242
#52
#752
#broncos2
#cowboys2
#falcons2
Top emoji
🎄1
🎅1
🏼1
😃1
😉1
😐1
😕1
😭1

Computed over the full corpus.

Record

Catalog key
voat-nfl
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
9,462
Nodes
946
Edges
2,582 (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, 16.1 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/NFL [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/NFL. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

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