iDRAMA-Rumble 2024: Video Metadata

A Rumble (alt-right video platform) dataset of 6,735 Rumble videos from 245 channels (2020-2023), collected by iDRAMA Lab via Rumble API (2024). Each record contains video ID, title, channel name, view/upvote/dislike/comment counts, follower count, video duration, description, named entities, tags, URL. 6,735 Rumble videos with full engagement metrics and NER annotations — one of few open datasets covering Rumble, a major alternative video platform popular with right-wing creators post-YouTube deplatforming. Suitable for alternative video platform research, deplatforming effects, political video discourse, engagement analysis, NER on video metadata.

#Alt tech#Idrama lab#Named entity recognition#Right wing

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Analytics

Content metrics

6,735 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

view countμ 47.7K ± 165.7K
min 80max 7M
upvote countμ 2.3K ± 4.4K
min 2max 49.1K
dislike countμ 130.856 ± 322.386
min 0max 5.2K
comment countμ 240.862 ± 475.001
min 0max 5.3K
follower countμ 605.1K ± 793.1K
min 16max 2.8M
video durationμ 3K ± 3K
min 23.1max 47.9K
8.6
Flesch–Kincaid grade
US school grade level
9.4
Automated readability index
Frequent terms
bidentrumpnewlivejoedineshmediatwitterdanvisittodaydemocratsbonginorubinamericanotespeoplecovidepisodepresidentpodcastelectionreportdiscussleftcharlieelonnewssayswardavemusklikeukrainecountrykirkbigspecialfbihousejoinsplusbillworldtalkfreetimewhitecourtamerican
Topic clusters

Topic 0

note
bongino
visit
dan
video
scandal
explosive
election

Topic 1

charlie
kirk
live
radio
salem
country
stations
america

Topic 2

russia
ukraine
putin
china
war
clayton
morris
redact

Topic 3

rubin
gender
woman
disney
dave
child
trans
walsh

Topic 4

vaccine
covid
mandate
fauci
desantis
mask
cdc
rubin

Topic 5

dinesh
podcast
episode
reveal
join
examine
debbie
case

Topic 6

elon
musk
twitter
censorship
speech
tech
deal
free

Topic 7

rittenhouse
police
kyle
blm
shooting
trial
shooter
black

Topic 8

roe
court
supreme
wade
abortion
leak
scotus
overturn

Topic 9

sebastian
gorka
guest
special
jim
talk
hanson
horn

Topic 10

premium
newsletter
dore
jimmy
website
member
live
ukraine

Topic 11

gaetz
matt
episode
congressman
today
katz
podcast
tony
Show all 24 topics

Topic 12

fbi
trump
raid
lago
mar
president
impeachment
donald

Topic 13

inflation
biden
gas
price
economy
oil
saudi
blame

Topic 14

portion
click
exclusive
member
join
drag
unite
character

Topic 15

trish
regan
trishregan
biden
sanction
recession
russia
clinton

Topic 16

diamond
silk
join
discuss
chat
chit
talk
ardis

Topic 17

hunter
biden
laptop
story
joe
family
implicate
investigation

Topic 18

youtube
lorenz
channel
tiktok
crowder
taylor
rings
subscribestar

Topic 19

trudeau
convoy
freedom
justin
trucker
canada
truckers
rubin

Topic 20

rumble
live
superchats
mon
cst
viva
fri
free

Topic 21

biden
joe
trump
president
jill
speech
cnn
tapper

Topic 22

barnes
viva
live
sidebar
stuff
stream
awesome
frei

Topic 23

election
georgia
fraud
voting
vote
voter
pennsylvania
midterm
Top hashtags
#135
#biden21
#trishregan18
#joebiden15
#businesspodcast14
#theduran14
#theduranlive14
#d12
#elonmusk12
#putin11
#russia11
#ukraine11
#fbi10
#roevwade10
#therightview10
#china9
#epochtv9
#scotus8
#businessadvice7
#cnn7
Top emoji
🚨42
👉31
🍷30
🔴17
🔥15
🇺7
💪7
💰7
😄7
💥6
🔗6
🔵6
🏻5
😎5
🙏5
6.7K
Videos
5.3%
Engagement
321.3M
Total views
47.7K
Avg views
15.3M
Total likes
2.3K
Avg likes
240.9
Avg comments
Duration distribution
under_15s0
15_to_30s0
30_to_60s0
60s_plus0

Computed over the full corpus.

Record

Catalog key
idrama-rumble-metadata
Authors
Balci, Utkucan; Patel, Jay; Balci, Berkan; Blackburn, Jeremy
Year
2024
Source paper
iDRAMA-rumble-2024: A Dataset of Podcasts from Rumble Spanning 2020 to 2022
DOI / arXiv
10.5281/zenodo.10515991
License
CC BY-NC-SA 2.0 (CC-BY-NC-SA-2.0)
Records
6,735
Languages
en
Collected
2020 to 2023 (2020s)
Region
United States · North America (inferred: the platform is used mostly there)

Provenance

Originally published at
https://zenodo.org/records/10515991 link checked
Hosted copy
Mirrored on echo.directory on 2026-10-16, 10.3 MB 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}
}

@misc{https://doi.org/10.5281/zenodo.10515991,
  doi       = {10.5281/ZENODO.10515991},
  url       = {https://zenodo.org/doi/10.5281/zenodo.10515991},
  author    = {Balci, Utkucan and Patel, Jay and Balci, Berkan and Blackburn, Jeremy},
  language  = {en},
  title     = {iDRAMA-rumble-2024: A Dataset of Podcasts from Rumble Spanning 2020 to 2022},
  publisher = {Zenodo},
  year      = {2024},
  copyright = {Creative Commons Attribution Non Commercial Share Alike 2.0 Generic}
}

APA

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

Balci, U., Patel, J., Balci, B., & Blackburn, J. (2024). iDRAMA-Rumble 2024: Video Metadata [Data set]. https://doi.org/10.5281/zenodo.10515991

MLA

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

Balci, Utkucan, et al. iDRAMA-Rumble 2024: Video Metadata. 2024, doi.org/10.5281/zenodo.10515991.

BibTeX · RIS · CSL-JSON

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