Voat — v/TraditionalWives

A Voat (Reddit alternative, 2013–2020) dataset of 3,710 submissions, 17,154 comments, 1,843 users, 5,908 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/traditionalwives, covering its full lifetime on the platform (2013–2020). Includes all 3,710 submissions and 17,154 comments with full text and engagement metadata.. Suitable for social network analysis, community dynamics, content moderation, platform migration studies, online community research.

#Alt tech#Subverse#Traditional gender role#Tradwife#V traditionalwives

Download data BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 1,843 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

1.8K
Nodes
5.9K
Edges
1.74e-03
Density
5
Components
-0.1663
Assortativity
4.8%
Reciprocity
838
Bridges
Most central nodes
OneOfTheBoys0.09121
Funkypurplekitty0.09012
GoatsnHoes10.08686
Le_Squish0.08306
Vvswiftvv170.07329
ChapterJuni0.06732
voatuser11280.06243
CopperTin0.05917
Broc_Lia0.057
Some_Guy_from_RI0.05049
Content metrics

20,864 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 7.236 ± 19.297
min 0max 269
downvotesμ 0.525 ± 1.806
min 0max 31
scoreμ 6.711 ± 18.933
min -29max 268
is link post70.6% true
true 70.6%false 29.4%
depthμ 1.609 ± 2.581
min -1max 33
6.4
Flesch–Kincaid grade
US school grade level
6.7
Automated readability index
Frequent terms
likedonwomengoodtimeknowwantpeoplethinkkidshusbandneedwifewaythingsmenworklovefamilyhomechildrenmanlifewomandaygoingrightfindgreatthinglotbetterbestlittlemarriagelookyearssurefeellettraditionalusegottrydoesnhelplonghavingbabydidn
Topic clusters

Topic 0

woman
man
like
want
thing
good
work
time

Topic 1

thank
good
great
congratulation
post
glad
idea
share

Topic 2

link
fuck
post
troll
faggot
nigger
comment
voat

Topic 3

child
kid
baby
teach
parent
pregnant
school
homeschooling

Topic 4

marriage
husband
marry
wife
divorce
spouse
man
sex

Topic 5

recipe
monday
bread
delicious
butter
homemade
pie
pickle

Topic 6

like
right
talk
tell
truth
question
post
want

Topic 7

recipe
cook
add
use
chicken
potato
oil
bread

Topic 8

birth
baby
week
pregnancy
day
body
weight
time

Topic 9

traditional
trad
wife
traditionalwive
woman
role
traditionalwives
tradwive

Topic 10

user
delete
account
upset
remove
notice
post

Topic 11

woman
feminist
feminism
femininity
man
embrace
lady
women
Top hashtags
#120
#212
#37
#46
#tradlife3
#62
#72
#housewivesmatter2
#metoo2
#paper2
#101
#1000931
#1000941
#111
#112971
#1133481
#1166631
#121
#1303371
#1970s1
Top emoji
🐒6
💜6
💙5
💚5
💝5
😁5
💗4
💛4
😂4
😊4
🇸3
🇺3
💕3
💖3
🇬2

Computed over the full corpus.

Record

Catalog key
voat-traditionalwives
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
19,810
Nodes
1,843
Edges
5,908 (directed)
Attributes
nodes have attributes; edges have attributes
Languages
en
Collected
2017/2020 (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, 27.5 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/TraditionalWives [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/TraditionalWives. 2022, doi.org/10.1609/icwsm.v16i1.19382.

BibTeX · RIS · CSL-JSON

Similar datasets 10 all with scores →