Fox8-23 AI-Powered Social Bot Dataset (ACM Web 2024)

A Twitter dataset of 2,280 user accounts, 368,028 tweets, collected by Yang and Menczer (OSoMe/Indiana University), 2023. Each record contains user_id, label (bot/human), dataset source, full tweet objects with text and metadata. First large-scale dataset of AI-powered social bots (Fox8 botnet) with GPT-generated tweet content; includes human baseline accounts for comparison.. Suitable for AI bot detection, LLM-generated content identification, social botnet analysis..

#Botnet#Fox8#Gpt#Llm generated content#Osome

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Analytics

8.7
Flesch–Kincaid grade
US school grade level
11.2
Automated readability index
Frequent terms
trumplikepeopleamprealdonaldtrumpdonnewknowtimetodaygoodgreatthinkdaynewsrightwantpresidentneedgoingcomeyyearthanksvideolovetwitterlettweetwayyearsgotworkthankread2018sayssaidcohenwhiteyoutubelooklifeyesdidnworldhannitythingfbistatesure
Topic clusters

Topic 0

que
los
por
para
las
una
del
con

Topic 1

white
look
people
man
like
fuck
racist
hate

Topic 2

data
datascience
datum
bigdata
machine
machinelearning
learning
science

Topic 3

day
week
today
weekend
team
night
carnival
great

Topic 4

trump
mueller
president
fire
donald
rosenstein
mccabe
obama

Topic 5

vote
election
gop
candidate
republicans
democrats
district
republican

Topic 6

token
bitcoin
ico
cryptocurrency
blockchain
crypto
eth
coin

Topic 7

video
like
pokemon
minecraft
update
galaxy
new
clown

Topic 8

edchatde
ldl
die
und
der
den
das
twitterlehrerzimmer

Topic 9

facebook
marketing
seo
zuckerberg
tipp
für
mit
interview

Topic 10

russia
russian
putin
sanction
russians
election
kremlin
trump

Topic 11

photography
landscape
photographer
national
photo
park
valley
yosemite
Show all 25 topics

Topic 12

gun
nra
school
parkland
kill
student
assault
shooting

Topic 13

eat
drink
coffee
water
sandwich
dinner
food
taste

Topic 14

twitter
tweet
retweet
account
retweete
twitterlockout
like
read

Topic 15

unionyes
work
unionstrong
business
year
union
worker
company

Topic 16

cohen
hannity
sean
michael
lawyer
stormy
daniels
client

Topic 17

dog
cat
male
rescue
female
adopt
puppy
mix

Topic 18

lol
wow
good
haha
omg
nice
hey
incredible

Topic 19

tax
pay
cut
taxis
money
worker
washington
times

Topic 20

think
question
pulitzer
thought
ask
agree
mental
respond

Topic 21

decryption
tweet
yeah
presidency
yes
mean
president
golf

Topic 22

game
podcast
watch
play
amp
netflix
episode
gotv

Topic 23

syria
bomb
assad
strike
chemical
syrian
refugee
weapon

Topic 24

god
jesus
christ
pray
lord
graham
church
billy
Top hashtags
#maga219
#qanon159
#brexit157
#kag131
#tcot124
#brexitnews121
#edchatde121
#uktostay120
#factsmatter117
#potus97
#backfiretrump92
#1u91
#starwars62
#fbrparty60
#marchforourlives57
#datascience55
#ldl55
#pocchat54
#ai53
#histheshit53
Top emoji
😂756
🔥234
🤣219
🌊204
🎉185
🏻183
👇179
👏157
🏼155
🇺154
🇸150
👍150
😭150
😁114
📷110

Sampled: text metrics from 50K of 368K records; topic model from 20K.

Record

Catalog key
osome-fox8-bots
Authors
Yang, Kaicheng; Menczer, Filippo
Year
2024
Source paper
Anatomy of an AI-powered malicious social botnet
DOI / arXiv
10.51685/jqd.2024.icwsm.7
License
Creative Commons Attribution 4.0 International (CC BY 4.0) (CC-BY-4.0)
Records
368,028
Languages
de, en, fr
Collected
2023 (2020s)
Tasks
Bot detection inferred
Region
Global (inferred: the platform is used worldwide)

Provenance

Originally published at
https://zenodo.org/records/8035290 link checked
Hosted copy
Mirrored on echo.directory on 2026-10-02, 119.1 MB across 1 files. Checksums in MANIFEST.json.

Citations

Anatomy of an AI-powered malicious social botnet
Kai-Cheng Yang, F. Menczer
Journal Article · Journal of Quantitative Description Digital Media · 2023

125
citations
well cited
8
influential citations
6% of all citations

Cited by

Show all 10

Citation data from Semantic Scholar, retrieved 2026-10-19.

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{Yang_2024,
  title     = {Anatomy of an AI-powered malicious social botnet},
  volume    = {4},
  issn      = {2673-8813},
  url       = {http://dx.doi.org/10.51685/jqd.2024.icwsm.7},
  doi       = {10.51685/jqd.2024.icwsm.7},
  journal   = {Journal of Quantitative Description: Digital Media},
  publisher = {Journal of Quantitative Description: Digital Media},
  author    = {Yang, Kaicheng and Menczer, Filippo},
  year      = {2024},
  month     = May
}

APA

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

Yang, K., & Menczer, F. (2024). Fox8-23 AI-Powered Social Bot Dataset (ACM Web 2024) [Data set]. https://doi.org/10.51685/jqd.2024.icwsm.7

MLA

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

Yang, Kaicheng, and Filippo Menczer. Fox8-23 AI-Powered Social Bot Dataset (ACM Web 2024). 2024, doi.org/10.51685/jqd.2024.icwsm.7.

BibTeX · RIS · CSL-JSON

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