TBBT: r/shitneoconssay Ban Intervention (2020)

A Reddit (r/shitneoconssay ban intervention, 2020) dataset of 4,592 pre-ban posts from banned community, 39,813 pre-ban control posts, 25,351 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/shitneoconssay: pre- and post-ban Reddit dataset from The Big Ban Theory — standardized 3-month window around the 2020 moderation intervention with matched control communities. Suitable for content moderation effects, community migration, deplatforming research, pre/post intervention analysis, Reddit ban studies.

#Ban intervention#Control group#Neoconservatism#R shitneoconssay#Subreddit ban#The big bang theory

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 3,004 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

3K
Nodes
7.2K
Edges
7.98e-04
Density
1
Components
-0.189
Assortativity
0.0%
Reciprocity
1.9K
Bridges
Most central nodes
ShitNeoconsSay0.05328
PoliticalCompassMemes0.0303
tucker_carlson0.02664
4chan0.02065
Shuffles_Deck0.01665
averageredditor0.01665
AgainstDegenerateSubs0.01565
unpopularopinion0.01565
WatchRedditDie0.01465
conspiracy0.01265
Content metrics

69,756 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 8.879 ± 42.93
min -399max 5.3K
is banned6.6% true
true 6.6%false 93.4%
is pre ban63.7% true
true 63.7%false 36.3%
is post ban36.3% true
true 36.3%false 63.7%
7.9
Flesch–Kincaid grade
US school grade level
8.4
Automated readability index
Frequent terms
peoplelikedonthinkrightgoodknowwantwhitetimegoingwaydoesnneedthingbasedactuallyyearsshitisnlolbettermeangotpointyeahbadtrumpworldyesgovernmentlookthingssurefuckingprettyliterallyworksaidstatemandidnlotguycountrymoneyfuckarensayinguse
Topic clusters

Topic 0

game
gun
play
remake
like
time
good
weapon

Topic 1

israel
jews
jewish
nazi
hitler
jew
zionist
germany

Topic 2

government
fascism
fascist
socialism
capitalism
state
people
socialist

Topic 3

white
race
black
people
racist
group
racism
european

Topic 4

think
point
lie
believe
happen
ask
evidence
imagine

Topic 5

trump
biden
vote
bernie
democrats
democrat
election
win

Topic 6

china
virus
chinese
people
pandemic
coronavirus
quarantine
die

Topic 7

fuck
shut
shit
look
faggot
bitch
mad
fucking

Topic 8

gay
sex
porn
child
sexual
gender
trans
pedophile

Topic 9

good
look
like
nice
pretty
dog
weight
optic

Topic 10

neocon
conservative
leftist
liberal
wing
right
conservatism
left

Topic 11

pay
money
job
year
taxis
buy
price
company
Show all 20 topics

Topic 12

church
religion
bible
god
christian
christianity
catholic
sin

Topic 13

sub
ban
reddit
mod
subreddit
user
post
ahs

Topic 14

base
hello
department
redpille
blackpille
true
story
kinda

Topic 15

listen
music
feel
hear
guy
talk
sound
episode

Topic 16

meme
joke
funny
laugh
hilarious
post
comedy
pretty

Topic 17

authright
auth
gang
authcenter
nazbol
authleft
libleft
unity

Topic 18

murder
kill
fight
die
dead
jail
prison
murderer

Topic 19

drink
burger
sugar
eat
fat
soda
meat
grill
Top hashtags
#x200b197
#113
#cite_note8
#page7
#551908384
#913
#933
#based3
#d3
#metoo3
#32
#52
#72182
#100million1
#121
#21
#29731
#41
#401
#4001
Top emoji
😂189
😎64
👏43
🤔32
😳31
🏿21
🦀18
😭16
🤡16
🤣15
🤮13
🏼11
😱11
🙄11
🤬10

Computed over the full corpus.

Record

Catalog key
tbbt-2020-shitneoconssay
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
69,756
Nodes
3,004
Edges
7,195 (directed)
Attributes
nodes have no attributes; edges have no attributes
Languages
en
Collected
2020 (3 months pre/post ban) (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/18245670 link checked
Hosted copy
Mirrored on echo.directory on 2026-10-21, 31.0 MB across 3 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/shitneoconssay Ban Intervention (2020) [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/shitneoconssay Ban Intervention (2020). 2026, doi.org/10.1609/icwsm.v20i1.42780.

BibTeX · RIS · CSL-JSON

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