Voat Lifestyle & Hobbies Communities

A Voat (Reddit alternative, 2013–2020) dataset of 36,079 submissions, 78,000 comments, 14,765 users, 44,437 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. Thematic cluster of 49 Voat subverses covering voat lifestyle & hobbies communities, combining 36,079 submissions and 78,000 comments into a single user collaboration network for cross-community analysis.. Suitable for cross-community analysis, topic modeling, platform dynamics, social network analysis, content moderation research.

#Hobby#Lifestyle#Subverse#Thematic cluster

Download data BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 14,765 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

14.8K
Nodes
44.4K
Edges
2.04e-04
Density
166
Components
-0.08454
Assortativity
2.3%
Reciprocity
7.3K
Bridges
Most central nodes
Reverse-Flash0.06577
daskapitalist0.06441
killer70.04714
gabara0.03773
Some_Guy_from_RI0.03475
carnold030.03312
madmalloy0.03007
1Sorry_SOB0.02716
HWY__3950.02391
SilverBanana0.02242
Content metrics

114,079 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 4.297 ± 11.143
min 0max 485
downvotesμ 0.64 ± 2.956
min 0max 95
scoreμ 3.657 ± 10.457
min -50max 478
is link post80.6% true
true 80.6%false 19.4%
depthμ 0.824 ± 2.318
min -1max 62
6.0
Flesch–Kincaid grade
US school grade level
6.4
Automated readability index
Frequent terms
likedongoodcatdogpeopletimeknowwantthinkusedaydeleteduserlittleneedlovegotwaycatsmessagedogsautomatedgoingrightshitfoodworkcutelookbeereataccountfuckgreatnewbettertrybestlooksthingwatersurethingsprettylotfuckingpostyearsyoutube
Topic clusters

Topic 0

plant
grow
garden
soil
seed
tomato
flower
year

Topic 1

protein
calorie
eat
fat
diet
weight
day
lose

Topic 2

nigger
spam
post
faggot
link
voat
sub
fuck

Topic 3

account
delete
user
author
ffa
dial

Topic 4

cannabis
marijuana
weed
smoke
ent
bong
tree
medical

Topic 5

car
oil
engine
change
plug
truck
spark
filter

Topic 6

cream
sugar
cup
butter
cake
vanilla
bake
flour

Topic 7

coffee
espresso
brew
bean
drink
grinder
ground
press

Topic 8

pepper
add
sauce
potato
onion
garlic
tomato
soup

Topic 9

diy
tool
build
wood
saw
project
board
work

Topic 10

user
delete

Topic 11

beer
brewery
ipa
brewing
ale
craft
favorite
brew
Show all 35 topics

Topic 12

steak
pork
beef
meat
grill
cook
roast
bacon

Topic 13

tea
leaf
green
black
earl
loose
cup
drink

Topic 14

lift
routine
weight
rep
exercise
program
day
start

Topic 15

youtube
automate
message
food
chicken
review
best
pizza

Topic 16

chicken
rice
add
cook
recipe
curry
wings
masala

Topic 17

know
answer
try
expect
question
like
right
guess

Topic 18

eat
food
meat
halal
animal
dog
kosher
shit

Topic 19

floor
paint
wood
wall
tile
stain
insulation
beam

Topic 20

recipe
cook
cooking
cookbook
culinary
creation
dare
skill

Topic 21

squat
shoulder
deadlift
bar
exercise
form
machine
pain

Topic 22

nice
cool
job
awesome
good
work
pretty
great

Topic 23

gym
people
rack
guy
bench
machine
weight
platform

Topic 24

youtube
automate
message
diy
home
diary
garden
plumb

Topic 25

pay
dollar
morning
price
sleep
year
hour
work

Topic 26

beer
craft
abv
brewery
brewer
ontario
trend
consumer

Topic 27

burger
sushi
japan
gordon
ramsay
japanese
hamburger
burgers

Topic 28

beer
whiskey
drink
ipa
scotch
hop
good
skunk

Topic 29

beer
doppelbock
brewery
belgian
tax
shower
craft
law

Topic 30

thank
share
post
great
info
cool
know
guru

Topic 31

pizza
cheese
crust
grill
grilled
recipe
dough
margherita

Topic 32

video
watch
vid
image
awesome
upload
post
great

Topic 33

pan
iron
cast
stove
oil
skillet
seasoning
hot

Topic 34

bother
got
rant
happy
shout
loud
new
year
Top hashtags
#120
#412
#210
#310
#59
#65
#s5
#644
#doppelbock4
#srp3
#452
#90922
#91102
#cake2
#christmas2
#close2
#duckprivilege2
#recipe2
#selfpromotion2
#01
Top emoji
💪34
😍28
😂23
👍13
😡12
😻9
🐐8
🐾7
👌7
💕7
👋6
💖6
😁6
🐄5
🐱5

Sampled: text metrics from 50K of 109.6K records; topic model from 20K.

Record

Catalog key
voat-lifestyle-hobbies
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
109,553
Nodes
14,765
Edges
44,437 (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, 61.4 MB across 80 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 Lifestyle & Hobbies Communities [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 Lifestyle & Hobbies Communities. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

Similar datasets 10 all with scores →