iDRAMA-Scored: c/NoNewNormal

A Scored.co (c/NoNewNormal) dataset of 30,770 submissions and 291,530 comments from 3,101 unique authors in c/NoNewNormal (2020-2023), collected by iDRAMA Lab via Scored.co API (2024). Each record contains post/comment text, author, score up/down, NSFW/deleted/twitter-crosspost flags, date, UUID. c/NoNewNormal on Scored.co — Anti-lockdown / COVID skepticism community. 322,300 total posts from 3,101 authors over 4 years. Suitable for deplatforming research, community behavior analysis, alternative platform discourse, content moderation effects, longitudinal community evolution.

#Alt tech#Anti lockdown#Covid skepticism#Idrama lab#Nonewnormal

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 3,102 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

3.1K
Nodes
3.1K
Edges
3.22e-04
Density
1
Components
0.0%
Reciprocity
3.1K
Bridges
Most central nodes
c/NoNewNormal1
00004650f9d0b5a748ad891a8fd49c0e0
0003306f7826953bf70b5f8a400d98cd0
001e913d1f9cd56f3360d1a38bd2b6850
0029316f61cb746f5f7d7a16de46e3800
003ecfee493395c334d6286d1aa40e1e0
005ad4f6868f888f7ce971d6bc56d2020
0069526595518c2ee22cb4fa4333105a0
0069998d9fb40cf0e06fe3989cd315ae0
0071b7af983e5fb3b9857868f7bb01930
Content metrics

322,300 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

score upμ 5.761 ± 17.672
min 0max 1.2K
score downμ 0.257 ± 1.131
min 0max 52
is nsfw0.0% true
true 0.0%false 100.0%
is deleted7.9% true
true 7.9%false 92.1%
is twitter0.5% true
true 0.5%false 99.5%
is image2.2% true
true 2.2%false 97.8%
is video0.8% true
true 0.8%false 99.2%
9.1
Flesch–Kincaid grade
US school grade level
10.0
Automated readability index
Frequent terms
covidpeoplevaccinelikedonnewknowvaccinatedtimevaccineswantworldgoingthinkhealthgovernmentneedworkyeargotmaskrightvirussaidpfizergoodwaygettingyearsunvaccinatedvaccinationuselifemedicalvaxshotstatemandatesmandatesystemchildrendeathdaylongmediadatadeathspublicmasksivermectin
Topic clusters

Topic 0

pfizer
fda
adverse
trial
reaction
vaccine
biontech
approve

Topic 1

reddit
ban
nnn
sub
mod
post
subreddit
community

Topic 2

ivermectin
drug
study
treatment
prescription
fda
patient
effective

Topic 3

exemption
employee
job
company
work
employer
mandate
religious

Topic 4

fauci
bug
eat
anthony
kennedy
insect
christmas
food

Topic 5

mask
wear
masks
face
facial
masker
watson
flight

Topic 6

death
die
vaccine
covid
vaccinate
vaccinated
datum
vaccination

Topic 7

know
life
like
people
world
ayn
thing
way

Topic 8

lockdown
police
china
netherlands
arrest
swiss
cop
germany

Topic 9

fuck
shit
stupid
moron
idiot
laugh
fool
joke

Topic 10

vax
vaxe
kirsch
steve
compilation
vaids
provax
anti

Topic 11

passport
passports
vaccine
french
digital
demolish
introduce
vax
Show all 98 topics

Topic 12

ukraine
russia
russian
ukrainian
energy
gas
war
putin

Topic 13

pandemic
treaty
fake
constitution
real
pandemics
end
poland

Topic 14

convoy
trucker
ottawa
truck
freedom
canadian
police
protest

Topic 15

currency
nation
system
money
international
financial
bank
current

Topic 16

freedom
war
tyranny
america
disobedience
civil
morality
obedience

Topic 17

symptom
test
day
doctor
tell
cough
sick
throat

Topic 18

jab
jabbed
triple
jabs
poison
horror
cancer
die

Topic 19

austria
germany
italy
german
minister
compulsory
unvaccinated
mandatory

Topic 20

fuck
fucking
people
shit
know
like
jab
feel

Topic 21

omicron
variant
mild
delta
unwise
exceedingly
south
covid

Topic 22

jim
juice
jones
news
kool
boogey
aid
magic

Topic 23

post
link
comment
site
screenshot
google
virtue
reddit

Topic 24

monkeypox
outbreak
pox
gay
sex
monkey
case
rash

Topic 25

vaxx
vaxxer
vaxxed
anti
vaxxtard
antivaxxer
vaxxers
pro

Topic 26

virus
sars
particle
hiv
isolate
aids
wuhan
sequence

Topic 27

booster
shoot
boost
shot
working
month
jonese
moderna

Topic 28

mrna
gene
petrovsky
therapy
flinders
gmo
professor
vaccine

Topic 29

reset
great
world
order
agenda
forum
economic
new

Topic 30

trudeau
freeland
emergencies
chrystia
canadian
justin
act
canada

Topic 31

song
freudian
slip
bad
brandon
afraid
metal
saint

Topic 32

gates
bill
foundation
fund
plandemic
rockefeller
meat
pandemic

Topic 33

myocarditis
heart
pericarditis
inflammation
vaccine
cdc
boy
risk

Topic 34

israel
israeli
booster
israelis
reliability
legality
case
data

Topic 35

repeat
history
sink
encouraging
time
let
change
speed

Topic 36

melbourne
police
australia
australian
protester
protest
protesters
aussie

Topic 37

think
mind
feel
tell
movie
curious
bdsm
overdo

Topic 38

happy
true
good
alright
yeah
yay
word
famous

Topic 39

mask
wear
store
walk
check
people
face
grocery

Topic 40

liberal
racist
leftist
libtard
commie
racism
kettle
texans

Topic 41

conspiracy
theory
msm
theorist
survey
belief
crazy
truther

Topic 42

government
gov
lawyer
johnson
trust
boris
parliament
democracy

Topic 43

climate
food
shortage
supply
chain
crisis
change
plant

Topic 44

graphene
oxide
nano
brain
nanoparticle
nanotransducer
technology
vial

Topic 45

biden
mandate
federal
court
vaccine
sue
administration
mandates

Topic 46

clot
blood
embalmer
clotshot
clots
vein
cause
suffer

Topic 47

unvaccinated
evict
transplant
ronald
mcdonald
unvaccinate
require
parental

Topic 48

protest
york
rally
protester
freedom
wide
nyc
protests

Topic 49

psychosis
malone
mass
formation
robert
mentally
ill
interview

Topic 50

safe
effective
blah
wink
wow
headline
doreen
cookie

Topic 51

mask
school
mandate
student
governor
reinstate
district
pritzker

Topic 52

canada
quebec
alberta
danielle
smith
travel
lift
premier

Topic 53

biden
joe
gas
administration
irs
plan
oil
polling

Topic 54

australia
quarantine
australian
camp
australians
fine
covid
chief

Topic 55

twitter
youtube
dislike
berenson
alex
bitchute
video
tweet

Topic 56

news
fact
cnn
checking
checker
check
fake
journalist

Topic 57

summit
covid
swamp
hospital
ill
seriously
declaration
covidian

Topic 58

science
darwin
scientist
evolve
nasa
famous
settle
follow

Topic 59

canada
canadian
canadians
trudeau
election
quebec
province
alberta

Topic 60

alex
cult
jones
covidian
religion
trump
cultist
covidians

Topic 61

welcome
thank
club
hello
congratulation
fren
advance
find

Topic 62

choice
start
begin
turn
choose
way
tide
afl

Topic 63

death
funeral
excess
mortality
director
deaths
rate
die

Topic 64

school
month
homeschooling
education
update
child
teacher
increase

Topic 65

australia
australian
australians
tyranny
nazi
style
lockdown
toe

Topic 66

shall
state
agent
federal
agency
sheriff
investigation
agents

Topic 67

documentary
unmasked
film
fear
juror
movie
new
black

Topic 68

cardiac
footballer
athlete
source
heart
football
collapse
player

Topic 69

covid
trojan
fact
horse
myth
perspective
scheme
narrative

Topic 70

immunity
natural
herd
infection
cdc
immune
durability
acknowledge

Topic 71

rogan
joe
cnn
dewormer
gupta
ivermectin
podcast
horse

Topic 72

stop
leave
end
continue
gloating
cowboys
apace
resist

Topic 73

sudden
suddenly
die
death
old
dies
syndrome
collapse

Topic 74

video
music
official
link
mall
sad
times
august

Topic 75

vaccine
vaccinate
anti
good
vaccinated
die
number
government

Topic 76

mandate
quit
york
firefighter
worker
nypd
nyc
nurse

Topic 77

canada
leave
usa
border
unvaccinated
option
plane
québec

Topic 78

denmark
german
germany
moderna
sweden
suspend
pause
excess

Topic 79

know
doh
foi
course
yeah
aaaaand
track
advert

Topic 80

gun
communist
drone
firebomb
revolution
fight
absolutely
loser

Topic 81

angiotensin
spike
protein
renin
cell
system
ras
receptor

Topic 82

veritas
project
whistleblower
whistleblow
fbi
hhs
database
federal

Topic 83

vaccinate
fully
definition
doll
elmo
bath
ways
took

Topic 84

australia
australian
queensland
unvaccinated
compensation
economy
door
participate

Topic 85

mandate
worker
judge
federal
blocks
vaccine
block
york

Topic 86

lie
gymnastic
mental
liar
truth
tell
tongue
tear

Topic 87

vaccine
bad
hesitant
vaccinate
scientist
syndrome
effectiveness
elmo

Topic 88

efficacy
effective
adjuvant
vaccine
msn
hurdle
effectiveness
acceptance

Topic 89

guy
washy
boy
doorway
brit
barre
ish
kevin

Topic 90

normal
new
hopkins
purge
rappers
born
welcome
atm

Topic 91

pharma
big
corruption
lawyer
conflicts
describe
retain
rfk

Topic 92

propaganda
misinformation
picture
factoid
multiplier
iit
enemies
reeeee

Topic 93

fuellmich
nuremberg
reiner
lawyer
committee
code
trial
jury

Topic 94

state
government
war
convention
freedom
dissident
fault
want

Topic 95

censorship
censor
tech
domain
big
linkedin
greenwald
glenn

Topic 96

pcr
test
positive
virus
amplification
coronavirus
sequence
viral

Topic 97

truth
meme
honesty
dream
basic
passio
shet
funk
Top hashtags
#125
#212
#m12
#37
#44
#echobox4
#102
#52
#62
#82
#92
#aoc58872
#biden2
#boosted2
#covidvaccine2
#freedomconvoy20222
#freedomconvoycanada20222
#ivermectin2
#magnetgate2
#more2
Top emoji
𝐞241
𝐧161
𝐚153
𝐢144
𝐫139
𝐭134
𝐨132
𝐬107
𝗲95
𝗮94
🤡93
𝘁92
𝗻86
𝗶78
𝐝74

Computed over the full corpus.

Record

Catalog key
scored-nonewnormal
Authors
Patel, Jay; Paudel, Pujan; De Cristofaro, Emiliano; Stringhini, Gianluca; Blackburn, Jeremy
Year
2024
Source paper
iDRAMA-Scored-2024: A Dataset of the Scored Social Media Platform from 2020 to 2023
DOI / arXiv
10.1609/icwsm.v18i1.31444
License
CC BY-NC-SA 2.0 (CC-BY-NC-SA-2.0)
Records
322,300
Nodes
3,102
Edges
3,101 (directed)
Attributes
nodes have no attributes; edges have no attributes
Languages
en
Collected
2020 to 2023 (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/10516043 link checked
Hosted copy
Mirrored on echo.directory on 2026-10-02, 20.5 GB across 5 files. Checksums in MANIFEST.json.

Citations

iDRAMA-Scored-2024: A Dataset of the Scored Social Media Platform from 2020 to 2023
Jay Patel, Pujan Paudel, Emiliano De Cristofaro, G. Stringhini, Jeremy Blackburn
Journal Article · International Conference on Web and Social Media · 2024

8
citations
few citations so far
1
influential citations
12% of all citations

Cited by

Show all 8

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{Patel_2024,
  title     = {iDRAMA-Scored-2024: A Dataset of the Scored Social Media Platform from 2020 to 2023},
  volume    = {18},
  issn      = {2162-3449},
  url       = {http://dx.doi.org/10.1609/icwsm.v18i1.31444},
  doi       = {10.1609/icwsm.v18i1.31444},
  journal   = {Proceedings of the International AAAI Conference on Web and Social Media},
  publisher = {Association for the Advancement of Artificial Intelligence (AAAI)},
  author    = {Patel, Jay and Paudel, Pujan and De Cristofaro, Emiliano and Stringhini, Gianluca and Blackburn, Jeremy},
  year      = {2024},
  month     = May,
  pages     = {2014–2024}
}

APA

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

Patel, J., Paudel, P., De Cristofaro, E., Stringhini, G., & Blackburn, J. (2024). iDRAMA-Scored: c/NoNewNormal [Data set]. https://doi.org/10.1609/icwsm.v18i1.31444

MLA

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

Patel, Jay, et al. iDRAMA-Scored: c/NoNewNormal. 2024, doi.org/10.1609/icwsm.v18i1.31444.

BibTeX · RIS · CSL-JSON

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