iDRAMA-Rumble 2024: Lite Speech Transcriptions

A Rumble (alt-right video platform) — speech transcriptions dataset of 6,735 lite speech transcriptions from Rumble podcasts (2020-2023), collected by iDRAMA Lab via Whisper ASR (2024). Each record contains video ID, lite transcription segments, named entities (person/org/GPE). 6,735 Rumble podcast transcriptions enabling text-based analysis of spoken political content — rare speech-to-text dataset from an alternative video platform. Suitable for spoken political discourse analysis, NER on speech, alternative platform audio content research, misinformation in video content.

#Alt tech#Idrama lab#Named entity recognition#Podcast#Speech transcription#Whisper

Download data BibTeX JSONSimilar datasets

Analytics

8.4
Flesch–Kincaid grade
US school grade level
9.1
Automated readability index
Frequent terms
likeknowpeopledonrightgoingthinkyeahwantgotsaidmeanwaylettimegoodthinglotlookactuallygonnathingsokaytrumpsayingbidenkindneednewdidnsaysdaylittletalkingcomeguygreattalkcountryyearsdoesnpointmanyestodayjoepresidentstufftellbig
Topic clusters

Topic 0

folk
joe
dan
right
know
bongino
want
biden

Topic 1

vaccine
covid
people
know
mask
vaccinate
like
think

Topic 2

biden
joe
democrats
people
president
think
right
trump

Topic 3

twitter
elon
musk
like
know
people
think
right

Topic 4

russia
ukraine
putin
russian
war
know
think
china

Topic 5

inflation
price
biden
know
economy
right
mean
think

Topic 6

yeah
like
know
right
think
people
yes
guy

Topic 7

charlie
kirk
people
right
think
want
vote
email

Topic 8

trump
vote
election
know
think
people
right
win

Topic 9

know
people
think
mean
like
court
robert
case

Topic 10

yeah
man
damn
black
hey
mean
white
people

Topic 11

abortion
court
roe
supreme
right
woman
justice
decision
Show all 48 topics

Topic 12

fbi
trump
president
document
know
raid
donald
think

Topic 13

police
officer
shooting
gun
people
cop
shoot
black

Topic 14

people
know
like
thing
think
right
guy
want

Topic 15

silk
right
diamond
huh
want
okay
people
know

Topic 16

like
know
defense
law
yeah
case
right
think

Topic 17

child
woman
gender
kid
know
people
thing
mean

Topic 18

president
impeachment
trump
constitution
court
senate
amendment
vote

Topic 19

black
racism
race
people
white
think
racist
talk

Topic 20

know
people
paul
think
liberty
thing
government
lot

Topic 21

hunter
biden
joe
laptop
president
story
know
like

Topic 22

border
migrant
people
come
right
mean
know
administration

Topic 23

like
yeah
know
think
feel
kind
people
thing

Topic 24

gentleman
lady
know
people
want
right
god
come

Topic 25

like
people
think
know
thing
man
talk
woman

Topic 26

woman
trans
think
like
gender
people
know
man

Topic 27

facebook
medium
people
like
think
platform
social
speech

Topic 28

devin
nunes
know
people
social
podcast
think
truth

Topic 29

dinesh
kind
achilles
odysseus
trump
think
debbie
way

Topic 30

right
like
know
jenna
want
war
mean
think

Topic 31

like
christmas
know
yeah
think
people
right
want

Topic 32

gaetz
congress
matt
committee
people
think
know
want

Topic 33

business
goliath
software
know
david
like
work
right

Topic 34

joe
know
right
think
guy
president
state
vote

Topic 35

rittenhouse
kyle
gun
shoot
defense
jury
trial
baldwin

Topic 36

like
know
talk
right
yeah
let
people
good

Topic 37

taliban
afghanistan
afghan
kabul
biden
airport
troop
americans

Topic 38

yeah
movie
like
know
think
week
people
maybe

Topic 39

china
chinese
people
communist
like
know
party
kind

Topic 40

rogan
joe
spotify
cnn
people
like
know
lie

Topic 41

right
yeah
god
thing
know
monkey
think
talk

Topic 42

mean
know
right
like
people
cat
exactly
thing

Topic 43

people
know
bitcoin
money
world
like
crypto
think

Topic 44

disney
bill
kid
gay
florida
child
parent
corporation

Topic 45

tweet
shit
like
jay
fuck
fucking
habibi
let

Topic 46

liz
wheeler
woman
talk
want
slash
child
people

Topic 47

ballot
election
county
lake
vote
honor
maricopa
arizona
Top emoji
🎵394
🎶8

Computed over the full corpus.

Record

Catalog key
idrama-rumble-transcripts
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, 5.4 GB across 3 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: Lite Speech Transcriptions [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: Lite Speech Transcriptions. 2024, doi.org/10.5281/zenodo.10515991.

BibTeX · RIS · CSL-JSON

Similar datasets 9 all with scores →