Voat — v/Dreamworlds

A Voat (Reddit alternative, 2013–2020) dataset of 3,366 submissions, 595 comments, 174 users, 218 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/Dreamworlds, covering its full lifetime on the platform (2013–2020). Includes all 3,366 submissions and 595 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#V dreamworlds

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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.

174
Nodes
218
Edges
7.24e-03
Density
1
Components
-0.5082
Assortativity
11.9%
Reciprocity
144
Bridges
Most central nodes
Nesano0.6821
xbryn0.2485
SilverBanana0.2254
Nadeshda0.01156
brucethemoose0.01156
seidoken0.01156
toats0.01156
Failure0.00578
Inquisitioner0.00578
S2Foxhunt0.00578
Content metrics

3,961 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 4.898 ± 3.787
min 0max 27
downvotesavg 0.05 / 4
0std 0.234
scoreμ 4.851 ± 3.793
min -2max 27
is link post97.5% true
true 97.5%false 2.5%
depthμ 0.412 ± 1.194
min 0max 12
6.7
Flesch–Kincaid grade
US school grade level
7.0
Automated readability index
Frequent terms
fictionalpostartistartmusicworldsdreamworldslinkartworkformatworldtacosauceninjaplacerykydoncreditcityforestlikegamefindvideodielnelepicturessuresourcepostertimeresultandreasrochasubversepeoplemysteriouslocationunknownunusualartstationfeelingunfamiliarjjcanvasoccursnewsugarmintsdeviantartneednetworkpostsmegatruhotherworldly
Topic clusters

Topic 0

scape
journey
remember
land
walk
falls
version
live

Topic 1

moon
open
horizon
soul
blue
friend
glow
minute

Topic 2

magical
hermit
crystal
dead
valley
glade
forest
darkness

Topic 3

look
like
think
image
nice
wow
shit
guy

Topic 4

dream
kotakan
dust
mist
dreams
far
play
kingdom

Topic 5

jjcanvas
guardian
cozy
little
dragon
green
bone
visit

Topic 6

fictional
post
artist
music
world
artwork
format
link

Topic 7

float
south
secret
moment
sea
ocean
moon
universe

Topic 8

andreasrocha
pass
tower
dwellers
citadel
wizard
white
hidden

Topic 9

sergey
environment
landscape
concept
practice
village
kelly
yakovlev

Topic 10

sedeptra
yan
zbush
sun
morning
grow
whale
journey

Topic 11

space
sky
shore
sea
spaceship
fly
air
heritage
Show all 70 topics

Topic 12

daughter
sky
island
breeze
crossing
megacity
casual
windy

Topic 13

zero
mushrooms
mushroom
miracles
overview
dwarf
tangle
resort

Topic 14

commission
autumn
eternal
summer
stars
sky
vesper
tranquility

Topic 15

brian
chris
cold
swamp
alex
dora
castle
patrol

Topic 16

kamikaye
city
infinity
shore
heaven
space
bridge
big

Topic 17

faith
city
facility
alien
planet
course
afternoon
artificial

Topic 18

olga
orlova
sunset
wait
summer
pikoia
painter
knight

Topic 19

yuumei
fog
infinity
dream
capture
spring
flight
fall

Topic 20

max
abandon
abandoned
shrine
station
meat
isaac
winds

Topic 21

rest
begin
familiar
farm
manor
islands
end
flying

Topic 22

speedpaint
daily
daisanart
future
paint
sketch
painting
balan

Topic 23

sketch
scandinavian
midnight
night
gate
coffee
graveyard
vehicle

Topic 24

forgotten
kingdom
jjcanvas
forget
old
temple
death
knowledge

Topic 25

tohad
ghost
abbey
wreck
tribute
rig
spyro
rime

Topic 26

nightfall
rock
rocks
path
marshland
altar
windmill
grove

Topic 27

stars
moments
interstellar
aurora
heights
height
amethyst
gain

Topic 28

devil
origin
hand
clouds
colossus
ball
moon
maintenance

Topic 29

traveler
sulfur
arctic
legendary
monastery
pools
shores
overlook

Topic 30

real
speed
painting
fake
clouds
resurrection
vista
embrace

Topic 31

coast
peak
storm
experiment
exitmothership
trail
shattered
dragon

Topic 32

jakub
michal
michael
marcin
boy
demon
harvest
meeting

Topic 33

avantasia
angels
cross
farewell
looking
sign
raven
blood

Topic 34

message
youtube
non
perspective
mirror
blind
imgur
fantasy

Topic 35

piotr
daroz
alper
suzgun
blue
daniel
exploration
deep

Topic 36

distance
halo
undiscovered
echo
retreat
country
sentinel
pass

Topic 37

van
nebula
shattered
xeno
london
interstellar
edge
echo

Topic 38

ashes
freedom
cover
overview
glacier
pirate
atlantis
eclipse

Topic 39

park
scene
magic
war
base
gathering
station
reactor

Topic 40

remind
halo
memory
remain
remember
lot
try
play

Topic 41

thumbnail
artstation
use
direct
link
personal
step
start

Topic 42

pilgrimage
mystical
headdl
foreign
fate
woods
palace
falls

Topic 43

contact
luz
stronghold
samuel
underdark
grove
morrowind
shin

Topic 44

martin
project
concept
art
core
center
structure
exploration

Topic 45

adam
tohad
forest
meet
let
mile
smell
haven

Topic 46

man
cosmos
theory
gaia
neo
iron
outpost
thought

Topic 47

fish
red
watercolor
dreamland
raven
edge
gold
mix

Topic 48

delete
user
account

Topic 49

daisanart
crystal
death
maiden
smoke
dance
trade
wilderness

Topic 50

hjalmarwahlin
jakub
wacalac
crow
forest
relic
kino
scar

Topic 51

untitle
jinho
bae
fallen
imperial
boy
rush
gravity

Topic 52

andreas
wall
patreon
early
morning
homecome
jellyfish
coastal

Topic 53

art
yakovlev
perfect
sunset
azaleh
ape
neptune
way

Topic 54

jkroot
rotten
fairytale
nukomasu
london
winds
ancient
glade

Topic 55

fuyumikan
wizard
city
secret
rocky
region
prototype
witch

Topic 56

porter
reach
discovery
chop
glen
windmill
ashes
undiscovered

Topic 57

moawallin
eyed
picnic
glory
sad
album
fungus
encounter

Topic 58

horizon
weed
surface
pull
shop
bay
christian
dome

Topic 59

moonlight
study
doodle
waste
chestnut
cafe
tom
door

Topic 60

stgspi
lost
john
paradise
mushroom
field
lose
trip

Topic 61

beautiful
thank
apartment
drive
absolutely
lovely
spiritual
series

Topic 62

goblin
science
soldier
wenhao
stand
lands
zhong
monkey

Topic 63

simon
dystopian
illustrate
megacity
punk
prison
deck
arrival

Topic 64

danillovesfood
cabin
tribe
wanderlust
baukjespirit
broissand
scout
pierre

Topic 65

rhads
migration
ticket
dangerous
magic
mystery
stop
legend

Topic 66

evening
misty
planet
classic
rotten
height
magic
contact

Topic 67

alternate
sergey
sci
lands
distant
hong
patrol
ship

Topic 68

najtkriss
palace
monastery
reign
abbey
workshop
stonehaven
seaside

Topic 69

dreamworlds
annual
let
escape
lucid
office
playlist
dreamgirls
Top hashtags
#42
#1061
#1121
#1151
#21
#461
#741
#751
#791
#831
#poem1

Computed over the full corpus.

Record

Catalog key
voat-dreamworlds
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
3,883
Nodes
174
Edges
218 (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, 13.6 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/Dreamworlds [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/Dreamworlds. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

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