Voat — v/programming

A Voat (Reddit alternative, 2013–2020) dataset of 2,542 submissions, 11,048 comments, 3,590 users, 6,862 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/programming, covering its full lifetime on the platform (2013–2020). Includes all 2,542 submissions and 11,048 comments with full text and engagement metadata.. Suitable for social network analysis, community dynamics, content moderation, platform migration studies, online community research.

#Programming#Subverse

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 3,590 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

3.6K
Nodes
6.9K
Edges
5.33e-04
Density
45
Components
-0.08135
Assortativity
0.6%
Reciprocity
2.1K
Bridges
Most central nodes
svipbo0.05489
Troll0.03901
TheBuddha0.03845
Omnipresent0.03761
degoogle0.02926
roznak0.02508
bryanedds0.02145
TheSniperFan0.02034
libman0.02034
rms_returns0.01895
Content metrics

13,590 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 3.569 ± 9.792
min 0max 276
downvotesμ 0.325 ± 1.203
min 0max 27
scoreμ 3.244 ± 9.636
min -22max 269
is link post68.3% true
true 68.3%false 31.7%
depthμ 0.773 ± 1.487
min 0max 19
7.8
Flesch–Kincaid grade
US school grade level
8.3
Automated readability index
Frequent terms
likecodedonprogrammingusegoodpeopletimeworkwantlanguageknowthinkwayneedlearnnewthingssoftwareprojectjavapythonbetterthinggoingyearsjoblotactuallyfindlanguagesprogramprojectsdatadevelopersrightuserdoesnstartproblemsourcewritelearninglookendprobablyprettypointdevelopmentbest
Topic clusters

Topic 0

programming
language
assembly
programmer
learn
tutorial
game
code

Topic 1

linux
vim
use
windows
like
server
editor
run

Topic 2

javascript
developer
software
web
programmer
suck
development
job

Topic 3

good
thing
true
know
yes
like
right
lol

Topic 4

code
function
write
use
class
need
type
time

Topic 5

fuck
shit
faggot
fucking
nigger
asshole
ass
stupid

Topic 6

thank
share
interesting
nice
awesome
great
cool
article

Topic 7

job
work
hire
company
year
programmer
pay
skill

Topic 8

python
language
learn
like
good
program
start
java

Topic 9

developer
scrum
team
agile
work
code
project
sprint

Topic 10

github
bitbucket
repos
git
gitlab
private
free
host

Topic 11

python
ruby
learn
language
neural
learning
java
tutorial
Show all 16 topics

Topic 12

people
project
community
woman
like
sjw
open
man

Topic 13

delete
account
user
author
bat
temp
file

Topic 14

algorithm
sort
variable
algebra
datum
structure
algorithms
inverse

Topic 15

delete
user
hmmm
bounce
wtf
obvious
thread
second
Top hashtags
#include28
#123
#define12
#n12
#210
#q10
#36
#w6
#55
#9415
#64
#74
#84
#women4
#03
#143
#trap3
#102
#122
#132
Top emoji
😎4
👎3
💩3
😊2
💵1
📺1
🕎1
😅1
😆1
😍1
😏1
😵1
🚬1

Computed over the full corpus.

Record

Catalog key
voat-programming
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
13,349
Nodes
3,590
Edges
6,862 (directed)
Attributes
nodes have attributes; edges have attributes
Languages
en
Collected
2013/2020 (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, 20.0 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/programming [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/programming. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

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