NFL Twitter Sentiment Analysis Dataset

A Twitter dataset of 5,171 sentiment-labeled tweets about NFL teams, collected by Cameron C (Kaggle user cammyc) via Twitter API. Each record contains tweet text, sentiment (positive/negative/neutral), team, username, timestamp, confidence score. A curated dataset of 3,701 NFL-related tweets with sentiment labels, enabling research on sports fan sentiment, team-specific public opinion, and social media engagement patterns during the NFL season. Suitable for sentiment analysis, sports marketing, fan engagement, public opinion tracking, temporal sentiment analysis.

#American football#Nfl#Sports fan

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Analytics

Content metrics

5,171 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

confidenceμ 0.686 ± 0.144
min 0.338max 1
low 33%medium 34%high 33%
8.0
Flesch–Kincaid grade
US school grade level
9.3
Automated readability index
Frequent terms
nflsteelersdolphinsgamemiamilionsvikingschiefsbroncoscitynewkansaspittsburghteamminnesotadetroitbearsdenverjetswinyorkbrownsweekchicagoclevelandraidersfootballeaglesseasonplaypackerstimelikecoachgreenbaygamesthanksgivinggoodcoltsjaguarsvegasjacksonvilleplayoffloss2024indianapolisnightlasyear
Topic clusters

Topic 0

pittsburgh
steelers
steeler
watt
offense
playoff
ravens
game

Topic 1

browns
cleveland
brown
jameis
steelers
winston
win
fan

Topic 2

york
new
jets
jet
giants
coach
rex
giant

Topic 3

eagles
steelers
pittsburgh
philadelphia
eagle
steeler
jalen
hurts

Topic 4

packers
green
bay
dolphins
miami
thanksgiving
packer
dolphin

Topic 5

broncos
denver
raiders
vegas
las
nix
sutton
raider

Topic 6

minnesota
vikings
viking
skol
darnold
playoff
seed
sam

Topic 7

detroit
lions
lion
onepride
week
year
team
super

Topic 8

jacksonville
jaguars
duuuval
lawrence
texans
trevor
pederson
houston

Topic 9

miami
dolphins
dolphin
fuck
team
tua
shit
suck

Topic 10

broncos
denver
broncoscountry
bronco
nix
manning
good
elway

Topic 11

indianapolis
colts
anthony
england
patriots
fortheshoe
lions
detroit
Show all 28 topics

Topic 12

gift
wishlist
paper
man
perfect
good
design
deal

Topic 13

kansas
city
chiefs
hate
team
chief
bad
fuck

Topic 14

build
text
speech
free
model
business
crypto
discover

Topic 15

detroit
lions
bears
thanksgiving
chicago
goff
jared
lion

Topic 16

rodgers
aaron
york
jets
new
jet
future
report

Topic 17

lucky
chiefs
kansas
city
team
history
luck
sport

Topic 18

miami
dolphins
dolphin
football
barrett
jonnu
run
drive

Topic 19

raiders
chiefs
vegas
las
kansas
city
lvvskc
win

Topic 20

monday
night
bears
vikings
minnesota
chicago
football
atlanta

Topic 21

chiefs
kansas
city
god
chief
save
football
vence

Topic 22

register
free
bet
betting
chicago
nfl
vikings
minnesota

Topic 23

cold
weather
miami
dolphins
dolphin
play
snow
freeze

Topic 24

magic
kansas
city
chiefs
chief
devil
black
voodoo

Topic 25

bears
chicago
minnesota
vikings
viking
nfc
bear
half

Topic 26

bills
buffalo
ravens
baltimore
rankings
philadelphia
power
week

Topic 27

eberflus
matt
coach
fire
bears
loss
chicago
lions
Top hashtags
#nfl781
#steelers258
#pittsburgh119
#broncoscountry111
#skol105
#browns86
#herewego71
#broncos63
#dabears63
#onepride61
#duuuval60
#dolphins44
#vikings44
#chiefskingdom43
#jets37
#takeflight37
#lions36
#gopackgo34
#miavsgb34
#dawgpound31
Top emoji
𝑨12
𝑫6
𝑬6
𝑮6
𝑴6
𝒀6
𝗼5
𝗲4
𝗹2
𝗿2
𝘀2
𝘂2
𝘄2
𝗙1
𝗟1

Computed over the full corpus.

Record

Catalog key
nfl-sentiment
Authors
Cameron C (Kaggle: cammyc)
Year
2024
License
MIT License (MIT)
Records
5,171
Text corpus
tweet text
Languages
en
Collected
2024-11 (2020s)
Tasks
Sentiment classification inferred
Region
Global (inferred: the platform is used worldwide)

Provenance

Originally published at
https://www.kaggle.com/datasets/cammyc/nfl-twitter-sentiment-analysis unverified
Hosted copy
Mirrored on echo.directory on 2026-10-09, 1.4 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{cammyc_nfl_sentiment,
  author       = {{Cameron C}},
  title        = {NFL Twitter Sentiment Analysis},
  howpublished = {Kaggle, \url{https://www.kaggle.com/datasets/cammyc/nfl-twitter-sentiment-analysis}},
  year         = {2024}
}

APA

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

Cameron C (Kaggle: cammyc) (2024). NFL Twitter Sentiment Analysis Dataset [Data set]. https://nfl-sentiment.echo.directory/

MLA

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

Cameron C (Kaggle: cammyc). NFL Twitter Sentiment Analysis Dataset. 2024, nfl-sentiment.echo.directory/.

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