TBBT: r/greatawakening Ban Intervention (2018)

A Reddit (r/greatawakening ban intervention, 2018) dataset of 329,183 pre-ban posts from banned community, 690,552 pre-ban control posts, 620,307 post-ban control posts, collected by Cerulli et al. via Reddit API (ICWSM 2026). Each record contains comment ID, selftext (post body), author (pseudonymized), subreddit, score, created_utc, split label (in-before/out-before/out-after). TBBT r/greatawakening: pre- and post-ban Reddit dataset from The Big Ban Theory — standardized 3-month window around the 2018 moderation intervention with matched control communities. Suitable for content moderation effects, community migration, deplatforming research, pre/post intervention analysis, Reddit ban studies.

#Great awakening#Qanon#Subreddit ban#The big bang theory

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Analytics

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· graph.json

The full graph has 21,221 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

21.2K
Nodes
98.9K
Edges
2.20e-04
Density
1
Components
-0.1922
Assortativity
0.0%
Reciprocity
9.2K
Bridges
Most central nodes
greatawakening0.2144
The_Donald0.108
conspiracy0.05933
politics0.04906
DrainTheSwamp0.0476
AskReddit0.04246
worldnews0.03794
pics0.03558
news0.03247
funny0.02988
Content metrics

1,640,042 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 7.376 ± 78.46
min -701max 20K
is banned20.1% true
true 20.1%false 79.9%
is pre ban62.2% true
true 62.2%false 37.8%
is post ban37.8% true
true 37.8%false 62.2%
6.3
Flesch–Kincaid grade
US school grade level
6.5
Automated readability index
Frequent terms
peoplelikethinkknowdontrumptimegoodrightwaygoingneedsaidwantgreatpostgodbelievethingslookampnewworldreadyessureyearsthankthinglinklovethanksstatemayberealdaypointgotpostsdidnlotcomefindthoughtdoesnnewstruthpatriotworkleft
Topic clusters

Topic 0

patriot
fellow
patriots
thank
fight
country
welcome
amp

Topic 1

trump
potus
president
maga
win
donald
love
god

Topic 2

god
jesus
bible
christ
shall
church
satan
lord

Topic 3

indictment
seal
court
military
tribunal
jury
arrest
charge

Topic 4

fuck
womp
shit
sad
eye
smell
door
mess

Topic 5

fake
news
snopes
disinfo
snope
disinformation
conspiracy
info

Topic 6

mexico
cartel
mexican
border
amlo
wall
que
illegal

Topic 7

post
thread
comment
page
link
read
article
hover

Topic 8

video
youtube
watch
link
channel
vid
excellent
explain

Topic 9

think
thought
guess
sense
function
density
theory
probability

Topic 10

msm
alex
jones
infowars
cernovich
cnn
news
shapiro

Topic 11

thank
finally
starseed
dylan
likewise
yike
cosmic
dense
Show all 109 topics

Topic 12

yes
yep
agree
perfect
sure
yeah
probably
absolutely

Topic 13

pedo
pedophile
sexual
pedophilia
abuse
man
gay
child

Topic 14

shirt
sticker
flag
etsy
sign
shop
bumper
tee

Topic 15

bless
pray
amen
god
prayer
proud
thank
preach

Topic 16

lodge
mason
masonic
degree
freemason
masons
freemasonry
clandestine

Topic 17

time
timeline
clock
drop
surprised
cali
minute
date

Topic 18

thank
share
appreciate
response
interesting
post
answer
suggestion

Topic 19

civil
war
violence
protest
fight
empire
away
battle

Topic 20

laugh
funny
joke
hilarious
humor
comedy
fart
lol

Topic 21

hemp
marijuana
cannabis
seed
paper
oil
cbd
opioid

Topic 22

link
archive
browser
article
search
work
nicht
click

Topic 23

tweet
twitter
account
retweet
hashtag
qanon
official
range

Topic 24

sleep
feel
asleep
wake
kevin
night
chicken
bed

Topic 25

gold
crypto
silver
bitcoin
coin
currency
value
ledger

Topic 26

truth
fallacy
argument
wife
logical
fool
closed
weak

Topic 27

reserve
money
federal
debt
bank
currency
fed
tax

Topic 28

party
democrats
republican
democrat
republicans
dems
dem
political

Topic 29

mccain
governor
senator
appoint
cindy
arizona
senate
election

Topic 30

wait
question
find
patience
target
ultimate
answer
word

Topic 31

antifa
punch
self
violence
guy
defense
march
ground

Topic 32

clinton
hillary
die
arkansas
wound
suicide
death
mena

Topic 33

know
important
admiral
learn
mean
vie
moonies
dungeon

Topic 34

aboard
welcome
tour
joplin
enjoy
luck
warp
elites

Topic 35

sub
mod
post
reddit
sticky
community
meme
discussion

Topic 36

corn
ball
clean
catch
stair
lot
dryer
profit

Topic 37

remove
rule
topic
parenthesis
semitism
song
triple
racism

Topic 38

liberal
conservative
liberalism
leftist
progressive
left
conservatism
ideology

Topic 39

mueller
investigation
comey
rosenstein
uranium
dirty
sessions
trump

Topic 40

wedding
lift
hand
left
chick
hot
weight
band

Topic 41

iran
iranian
iranians
citizenship
crazy
american
nuclear
align

Topic 42

good
fantastic
fine
hey
woohoo
doncha
imo
obrador

Topic 43

obama
bernie
candidate
vote
pelosi
ryan
recorder
oval

Topic 44

gowdy
role
list
justice
replacement
prosecution
kennedy
nominate

Topic 45

lynch
meeting
detail
clinton
fbi
tarmac
security
nypd

Topic 46

july
independence
day
canada
pga
swim
month
celebrate

Topic 47

haha
hell
heh
yeah
yea
hehehe
legendary
ohhh

Topic 48

crab
oath
constitution
hrc
uphold
military
border
guard

Topic 49

welcome
glad
warm
merrier
brake
moar
multiply
spark

Topic 50

stupid
idiot
dumb
moron
idiotic
alec
people
plain

Topic 51

vote
election
fraud
voter
rig
voting
bev
blackbox

Topic 52

awakening
great
movement
adventure
path
welcome
god
journey

Topic 53

delete
forget
remove
forgot
need
regular
fuzz
posing

Topic 54

mueller
huber
team
dirty
large
work
indictment
compare

Topic 55

thank
awesome
thankq
ahh
appreciate
positivity
okay
carpentry

Topic 56

pill
red
redpill
pilling
pille
music
industry
open

Topic 57

evil
child
adrenochrome
chicken
fairy
sacrifice
tale
demon

Topic 58

jfk
kennedy
assassination
john
assassinate
father
kill
watch

Topic 59

recall
month
ago
follow
summit
switch
remember
datum

Topic 60

catch
come
fish
ready
desirable
definately
commence
brennan

Topic 61

merkel
german
csu
germany
cdu
chancellor
nicht
party

Topic 62

proof
rumor
evidence
prove
fact
erase
speculation
recording

Topic 63

shoe
red
leather
skin
wear
human
dorothy
brick

Topic 64

love
providence
giddy
priceless
golden
quote
boy
share

Topic 65

pizza
hotdog
dog
hot
pizzagate
eat
chicago
code

Topic 66

gowdy
rowdy
trey
rat
trust
role
scott
bark

Topic 67

hope
realy
sure
true
oooh
abort
polite
discourse

Topic 68

intention
perspective
mind
strawmanne
thing
theory
simply
community

Topic 69

kek
guy
ooo
kevlar
gohmert
juvenile
digit
legend

Topic 70

hat
usss
plane
airport
meeting
tarmac
flight
white

Topic 71

spinal
cord
hypnosis
injury
medical
cerebral
zilch
hypnotize

Topic 72

medic
pray
prayingmedic
youtube
video
love
decode
writing

Topic 73

soros
fund
gal
money
smell
dump
antifa
voting

Topic 74

gitmo
flight
accident
prison
omnibus
whisk
adjacent
faint

Topic 75

hitler
germany
poland
polish
germans
nazi
holocaust
german

Topic 76

sorry
apology
apologize
deposit
mistake
error
abc
book

Topic 77

hear
voice
vocal
speak
word
ache
eloquence
banish

Topic 78

trust
plan
kansas
unseal
count
adulthood
infallible
gaia

Topic 79

socialism
socialist
communism
starvation
communist
wealth
stalin
taxation

Topic 80

nsa
snowden
record
delete
audio
edward
disgrace
collection

Topic 81

movie
watch
provider
hollywood
netflix
squall
screen
cristo

Topic 82

quality
rule
remove
post
good
res
content
lawn

Topic 83

agree
agreed
devin
tired
win
century
plus
true

Topic 84

job
beautiful
nice
great
good
work
excellent
polished

Topic 85

israel
jews
zionism
zionist
jewish
holocaust
greater
control

Topic 86

camera
zoom
frame
motion
arrow
glass
hour
watch

Topic 87

link
article
posts
wiki
reagan
jump
specific
amp

Topic 88

muslims
islam
muslim
attack
islamic
religion
rap
culture

Topic 89

dig
happen
dirt
foundation
drive
ground
sly
deep

Topic 90

save
mobile
update
android
laptop
desktop
app
computer

Topic 91

awesome
heh
car
fucking
yes
original
community
thread

Topic 92

nice
sweet
haha
oni
caroline
rent
nicely
van

Topic 93

rap
rapper
pac
mobb
jay
music
kanye
suge

Topic 94

bot
hooktube
good
bad
russian
couch
regional
assistance

Topic 95

magical
rename
toilet
knew
frequently
bravo
hmmm
chan

Topic 96

right
true
correct
boom
personal
person
yeah

Topic 97

vitamin
cancer
cure
disease
medicine
food
exercise
therapy

Topic 98

love
thank
grown
thankyou
streisand
combo
providence
loved

Topic 99

trump
president
war
disrespect
blah
speak
mean
bomb

Topic 100

energy
physics
science
atom
space
field
theory
human

Topic 101

point
accurate
endlessly
good
yep
horee
providence
conceive

Topic 102

like
amirite
kong
prius
soylent
donkey
fart
chip

Topic 103

pizzagate
podesta
pizza
real
tony
pedogate
ring
visitor

Topic 104

kill
knit
funeral
hat
box
accident
dick
soon

Topic 105

confirmation
confirm
mention
refer
reference
costco
reassuring
delivery

Topic 106

read
reading
book
grandchild
autocorrect
nelson
understood
sicko

Topic 107

scripture
sub
topic
post
mod
remove
content
divisive

Topic 108

mod
shadowbanne
mods
voat
reddit
guide
luck
sub
Top hashtags
#3767
#walkaway46
#632
#wiki_rule_631
#926
#wiki_rule_926
#219
#wwg1wga16
#wiki_rule_514
#113
#513
#qanon13
#t12
#maga11
#gid10
#38
#wiki_rule_88
#cite_note7
#metoo7
#46
Top emoji
🇺102
🇸100
😂83
👍43
🙏27
🏼26
😁19
😊18
🏻17
🤣17
😉16
󠁧16
🍿14
😎14
🙄14

Computed over the full corpus.

Record

Catalog key
tbbt-2018-greatawakening
Authors
Cerulli, Aldo; Cima, Lorenzo; Tessa, Benedetta; Tardelli, Serena; Cresci, Stefano
Year
2026
Source paper
The Big Ban Theory: A Pre- and Post-Intervention Dataset of Online Content Moderation Actions
DOI / arXiv
10.1609/icwsm.v20i1.42780
License
CC BY-NC-ND 4.0 (CC-BY-NC-ND-4.0)
Records
1,640,042
Nodes
21,221
Edges
98,904 (directed)
Attributes
nodes have no attributes; edges have no attributes
Languages
en
Collected
2018 (3 months pre/post ban) (2010s)
Tasks
From the graph: link prediction, community detection
Region
Global (inferred: the platform is used worldwide)

Provenance

Originally published at
https://zenodo.org/records/18245670 link checked
Hosted copy
Mirrored on echo.directory on 2026-10-21, 848.2 MB across 5 files. Checksums in MANIFEST.json.

Citations

The Big Ban Theory: A Pre- and Post-Intervention Dataset of Online Content Moderation Actions
Aldo Cerulli, Lorenzo Cima, Benedetta Tessa, S. Tardelli, Stefano Cresci
Journal Article · Proceedings of the International AAAI Conference on Web and Social Media · 2026

4
citations
few citations so far
0
influential citations
0% of all citations

Cited by

Citation data from Semantic Scholar, retrieved 2026-10-22.

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{Cerulli_2026,
  title     = {The Big Ban Theory: A Pre- and Post-Intervention Dataset of Online Content Moderation Actions},
  volume    = {20},
  issn      = {2162-3449},
  url       = {http://dx.doi.org/10.1609/icwsm.v20i1.42780},
  doi       = {10.1609/icwsm.v20i1.42780},
  number    = {1},
  journal   = {Proceedings of the International AAAI Conference on Web and Social Media},
  publisher = {Association for the Advancement of Artificial Intelligence (AAAI)},
  author    = {Cerulli, Aldo and Cima, Lorenzo and Tessa, Benedetta and Tardelli, Serena and Cresci, Stefano},
  year      = {2026},
  month     = May,
  pages     = {2756–2767}
}

APA

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

Cerulli, A., Cima, L., Tessa, B., Tardelli, S., & Cresci, S. (2026). TBBT: r/greatawakening Ban Intervention (2018) [Data set]. https://doi.org/10.1609/icwsm.v20i1.42780

MLA

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

Cerulli, Aldo, et al. TBBT: r/greatawakening Ban Intervention (2018). 2026, doi.org/10.1609/icwsm.v20i1.42780.

BibTeX · RIS · CSL-JSON

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