Parler Posts Dataset

A Parler (alternative social network) dataset of ~183,000,000 posts from Parler's full history before deplatforming, collected by Aliapoulios et al. via Parler API (2021). Each record contains post body text, username, timestamp, hashtags, upvotes, reposts, impressions, comment count, sensitive flag, media attachments, reply depth, parent post ID. Complete Parler post archive from before the platform's deplatforming — includes Jan 6 Capitol riot content, far-right discourse, and cross-posts from Twitter. Suitable for deplatforming research, far-right discourse analysis, January 6th research, hate speech detection, alternative platform behavior, content moderation effects.

#Alt tech#Capitol riot#Fringe platform#Hashtag#January 6

Download data BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 204,790 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

204.8K
Nodes
500K
Edges
1.19e-05
Density
7.6K
Components
-0.1027
Assortativity
0.0%
Reciprocity
131.2K
Bridges
Most central nodes
#trump20200.04567
#stopthesteal0.02926
#maga0.02828
#parler0.01904
#newuser0.01836
#trump0.01699
#wwg1wga0.016
#maga20200.00941
#electionfraud0.00891
#voterfraud0.00887
Content metrics

21,916,474 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

upvotesμ 1.3K ± 6.4K
min 0max 241K
repostsμ 2K ± 37.9K
min 0max 1M
impressionsμ 135.4K ± 862.4K
min 0max 39M
commentsμ 73.771 ± 520.09
min -1max 35K
has media70.8% true
true 70.8%false 29.2%
depthμ 1.266 ± 1.23
min 0max 20
7.5
Flesch–Kincaid grade
US school grade level
8.9
Automated readability index
Frequent terms
trumpparlerpeopledonlikelookingforwardjoinedmeetingknowbidenpresidentrightthinktimeelectionwantgoodgoingnewsneedamericasaidgodwaycountrydaynewstatedemocratsvoteletyearsblackbelievemangotmediaamericanlovelollookfraudleftfreesuredidnwonwhiteyes
Topic clusters

Topic 0

forward
meet
join
parler
look
glasgow
anxious
diversity

Topic 1

انا
والله
الله
اللي
ولا
عشان
خلاص
على

Topic 2

election
vote
ballot
fraud
voter
state
michigan
voting

Topic 3

fuck
ass
troll
pussy
bitch
like
stupid
dick

Topic 4

trump
president
donald
supporter
support
win
rally
year

Topic 5

mask
covid
virus
vaccine
wear
coronavirus
china
death

Topic 6

god
jesus
lord
pray
christ
bible
love
christian

Topic 7

good
night
think
day
morning
tomorrow
sleep
week

Topic 8

این
دیگه
ولی
میکنم
کردم
بود
دارم
دایرکت

Topic 9

que
para
por
parlerksa
mas
contra
tem
ser

Topic 10

democrat
democrats
party
republican
republicans
dems
vote
democratic

Topic 11

twitter
facebook
account
follower
tweet
censor
platform
follow
Show all 31 topics

Topic 12

patriot
patriots
america
american
follow
bless
thank
god

Topic 13

police
cop
officer
shoot
protest
kill
arrest
protester

Topic 14

thank
time
live
service
appreciate
read
hear
thanks

Topic 15

biden
joe
president
campaign
win
trump
vote
election

Topic 16

white
racist
black
people
racism
race
matter
life

Topic 17

antifa
blm
black
police
violence
fascist
white
crime

Topic 18

tax
money
economy
trump
president
job
pay
lie

Topic 19

liberal
fuck
leftist
commie
like
libtard
bastard
comment

Topic 20

fox
news
cnn
tucker
newsmax
carlson
watch
network

Topic 21

russia
clinton
fbi
hillary
obama
schiff
mueller
russian

Topic 22

video
watch
parler
youtube
link
thank
app
minute

Topic 23

government
constitution
treason
boris
state
country
federal
amendment

Topic 24

figure
eye
try
look
find
mirror
spot
sculpture

Topic 25

laugh
funny
humor
joke
sorry
comedy
hilarious
good

Topic 26

gun
firearm
rifle
ammo
carry
weapon
hand
defend

Topic 27

good
friend
nice
happy
wow
guy
okay
glad

Topic 28

socialism
socialist
communist
communism
bernie
capitalist
marxist
society

Topic 29

pelosi
nancy
kamala
forced
harris
speaker
schumer
impeachment

Topic 30

biden
hunter
china
joe
family
son
report
email
Top hashtags
#trump2020227
#maga178
#parler149
#trump130
#stopthesteal94
#wwg1wga88
#kag78
#freedom73
#maga202062
#qanon62
#news61
#newuser60
#thegreatawakening60
#america56
#patriots54
#trumptrain54
#meme50
#usa50
#americafirst49
#keepamericagreat49
Top emoji
😂2.4K
🇺1.2K
🤣1.2K
🇸1.2K
🏻619
👍338
🙏246
😁207
😭203
🏼201
😡175
🔥145
👆138
👏128
🚨128

Computed over the full corpus.

Record

Catalog key
parler-posts
Authors
Aliapoulios, Max; Bevensee, Emmi; Blackburn, Jeremy; Bradlyn, Barry; De Cristofaro, Emiliano; Stringhini, Gianluca; Zannettou, Savvas
Year
2021
Source paper
A Large Open Dataset from the Parler Social Network
DOI / arXiv
10.1609/icwsm.v15i1.18117
License
Creative Commons Attribution 4.0 International (CC BY 4.0) (CC-BY-4.0)
Records
183,000,000
Nodes
204,790
Edges
500,000 (directed)
Attributes
nodes have no attributes; edges have no attributes
Languages
en
Collected
2020 (2020s)
Tasks
From the graph: link prediction, community detection
Region
United States · North America (inferred: the platform is used mostly there)

Provenance

Originally published at
https://zenodo.org/records/4442460 link checked
Hosted copy
Mirrored on echo.directory on 2026-10-02, 31.8 GB across 1 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{Aliapoulios_2021,
  title     = {A Large Open Dataset from the Parler Social Network},
  volume    = {15},
  issn      = {2162-3449},
  url       = {http://dx.doi.org/10.1609/icwsm.v15i1.18117},
  doi       = {10.1609/icwsm.v15i1.18117},
  journal   = {Proceedings of the International AAAI Conference on Web and Social Media},
  publisher = {Association for the Advancement of Artificial Intelligence (AAAI)},
  author    = {Aliapoulios, Max and Bevensee, Emmi and Blackburn, Jeremy and Bradlyn, Barry and De Cristofaro, Emiliano and Stringhini, Gianluca and Zannettou, Savvas},
  year      = {2021},
  month     = May,
  pages     = {943–951}
}

APA

Switzer, B., & Zafarani, R. (2026). ECHO: Exploratory Compendium of Humanity Online [Data repository]. Syracuse University. https://echo.directory

Aliapoulios, M., Bevensee, E., Blackburn, J., Bradlyn, B., De Cristofaro, E., Stringhini, G., & Zannettou, S. (2021). Parler Posts Dataset [Data set]. https://doi.org/10.1609/icwsm.v15i1.18117

MLA

Switzer, Braden, and Reza Zafarani. ECHO: Exploratory Compendium of Humanity Online. Syracuse University, 2026, echo.directory.

Aliapoulios, Max, et al. Parler Posts Dataset. 2021, doi.org/10.1609/icwsm.v15i1.18117.

BibTeX · RIS · CSL-JSON

Similar datasets 8 all with scores →