Misinformation & Fake News Text Dataset

A News Articles (multiple sources) dataset of 85,917 articles (43,610 fake, 34,941 true, 7,366 russian propaganda), collected by Steven Peutz via Kaggle (2022); Russian propaganda subset sourced from the EUvsDisinfo Project (2015-present). Each record contains full article text and veracity label (fake, true, or russian_propaganda). combination of general fake/true news articles with a dedicated Russian propaganda subset from the EUvsDisinfo database, enabling comparative analysis across disinformation types. Suitable for fake news detection, misinformation topic modeling, propaganda characterization, and classification benchmarking.

#Kaggle#News article#Russia

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Analytics

Content metrics

85,917 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

is fake59.3% true
true 59.3%false 40.7%
is propaganda8.6% true
true 8.6%false 91.4%
word countμ 442.229 ± 599.247
min 1max 24.2K
11.7
Flesch–Kincaid grade
US school grade level
12.8
Automated readability index
Frequent terms
trumpsaidpeoplepresidentclintonnewlikehillaryobamastatedonaldtimestateshousewhitegovernmentnewselectionamericancampaignmediarussiaworldyearyearsunited2016americaknowrightrepublicancountrydongoingtoldwaywarthinkpoliticallawaccordingnationaltwitterdaypartyrussianpublicpolicewantfbi
Topic clusters

Topic 0

muslim
refugee
muslims
islamic
terrorist
attack
country
isis

Topic 1

trump
rally
supporter
protester
white
black
people
racist

Topic 2

ryan
obamacare
care
republican
health
trump
republicans
insurance

Topic 3

illegal
immigration
immigrant
border
alien
program
food
county

Topic 4

police
officer
black
cop
life
kill
shoot
matter

Topic 5

hillary
clinton
bill
woman
campaign
tell
book
president

Topic 6

woman
trump
kelly
fox
reilly
news
megyn
ailes

Topic 7

trump
donald
medium
twitter
tweet
president
like
press

Topic 8

trump
tax
pay
job
taxis
business
money
donald

Topic 9

obama
president
barack
michelle
white
trump
house
year

Topic 10

comey
fbi
investigation
mueller
trump
rice
director
russia

Topic 11

russia
russian
putin
trump
intelligence
election
hack
donald
Show all 24 topics

Topic 12

cruz
ted
rubio
campaign
kasich
republican
trump
candidate

Topic 13

sanders
bernie
clinton
poll
percent
vote
democratic
win

Topic 14

gun
nra
shooting
firearm
weapon
law
people
shoot

Topic 15

anthem
nfl
player
national
game
flag
stand
kaepernick

Topic 16

climate
change
global
warming
coal
energy
paris
epa

Topic 17

student
campus
school
university
college
professor
teacher
speech

Topic 18

bathroom
transgender
law
religious
people
state
lgbt
gay

Topic 19

ivanka
trump
golf
melania
president
lady
house
daughter

Topic 20

email
clinton
server
department
fbi
state
secretary
hillary

Topic 21

vote
voter
recount
election
fraud
stein
state
elector

Topic 22

court
supreme
scalia
justice
senate
nominee
president
republicans

Topic 23

korea
north
nuclear
trump
missile
korean
china
military
Top hashtags
#1218
#maga205
#xfbml174
#trump161
#blacklivesmatter151
#2137
#nevertrump137
#nodapl111
#038106
#483
#366
#fakenews65
#breaking55
#resist50
#544
#trump201641
#theresistance39
#crookedhillary38
#trumptrain38
#disruptj2036
Top emoji
😉22
🇺21
🇸20
😀17
🙂15
😂6
👍4
🧀4
😳3
🚨3
🌍2
🎃2
💚2
💩2
😄2

Sampled: text metrics from 50K of 85.9K records; topic model from 20K.

Record

Catalog key
misinformation-fakenews
Authors
Peutz, Steven
Year
2022
Source paper
Misinformation & Fake News text dataset 79k
License
GNU Lesser General Public License v3.0 (LGPL-3.0-only)
Records
85,917
Text corpus
article text
Languages
en
Collected
2015-2022 (2010s, 2020s)
Tasks
Fake news detection (binary; is_fake) inferred
Region
Russia · Europe (inferred: named in the description)

Provenance

Originally published at
https://www.kaggle.com/datasets/stevenpeutz/misinformation-fake-news-text-dataset-79k unverified
Hosted copy
Mirrored on echo.directory on 2026-10-02, 222.3 MB 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{peutz2022misinformation,
  title        = {Misinformation \& Fake News text dataset 79k},
  author       = {Peutz, Steven},
  year         = {2022},
  howpublished = {\url{https://www.kaggle.com/datasets/stevenpeutz/misinformation-fake-news-text-dataset-79k}}
}

APA

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

Peutz, S. (2022). Misinformation & Fake News Text Dataset [Data set]. https://misinformation-fakenews.echo.directory/

MLA

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

Peutz, Steven. Misinformation & Fake News Text Dataset. 2022, misinformation-fakenews.echo.directory/.

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