Top Streamers on Twitch

A Twitch dataset of 1,000 top streamers with viewership and engagement metrics, collected by Aayush Mishra via Twitch API (2020). Each record contains channel name, watch time, streaming time, max/average viewers, followers, followers gained, views gained, partnership status, age-restriction status, and language. A comprehensive snapshot of the top 1,000 Twitch streamers, capturing key engagement and growth metrics for the platform's most influential content creators. Suitable for influencer analysis, engagement prediction, platform dynamics, streamer growth modeling, gaming community studies.

#Live streaming#Streamer#Viewership

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Analytics

Content metrics

1,000 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

watch time minutesμ 418.4M ± 549.4M
min 122.2Mmax 6.2B
stream time minutesμ 120.5K ± 85.3K
min 3.5Kmax 521.4K
peak viewersμ 37.1K ± 60.3K
min 496max 639.4K
average viewersμ 4.8K ± 8.4K
min 235max 147.6K
followersμ 570.1K ± 804K
min 3.7Kmax 8.9M
followers gainedμ 205.5K ± 339.7K
min -15.8Kmax 4M
views gainedμ 11.7M ± 24.9M
min 175.8Kmax 670.1M
Frequent terms
10000days109ace1drakonz1pvcs2chamcham239daph72hrs95pingman9ambler_연두부_a1taodaa541021a_seagullaa9skillzaceuadin2hunchoadmiralbahrooadmiralbulldogadolfzadriveadztvagraelusaircoolajehrakagreennaktepaladdintvalanzokaalbislolalbraleliealcasthqalderiatealenenwooptvalexby11alexelcapoalfiealinityalkaizerxallinpavallkeyshop_tvalohadancetvalphacastalptvaltairamaramazaminematueamouranthampeterby7andymilonakis
Topic clusters

Topic 0

annitheduck
arteezy
becca
benjyfishy
chicalive
classybeef
doigby
downtoqu

Topic 1

angrypug
barcagamer
bobbypoffgame
boxbox
callofduty
capcomfighter
casinodaddy
chess

Topic 2

akagreenn
altair
aurateur
aydan
broxah
brunenger
cohhcarnage
coscu

Topic 3

handongsuk
illojuan
jmjdoc
kangqui
knekro
kumikomii
lovelyyeon
naseongkim

Topic 4

adolfz
amaz
anthonyz
bebelolz
bikeman
cartmanzbs
crazzyccat
crokeyz

Topic 5

aladdintv
adztv
alenenwooptv
dreadztv
asmodaitv
alohadancetv
gtimetv
gueigotv

Topic 6

aircool
agraelus
albislol
davyjone
axtlol
antoinedaniellive
gaule
homyatol

Topic 7

woke
westdoor
teepee
forever
buddha
annemunition
しゃるる
狂暴小建

Topic 8

gmhikaru
flamuu
boyminoru
cemka
aceu
alanzoka
nobru
naru

Topic 9

faceit
esfandtv
bebeptv
daigothebeastv
allinpav
alptv
lvpes
lvndmark

Topic 10

admiralbulldog
skadoodle
scump
royalphunk
pupper
huskerrs
hachubby
dogdog

Topic 11

alkaizerx
rxnexus
rifftrax
reventxz
remx
marcaorx
kurumx
ipromx
Show all 24 topics

Topic 12

sco
pimpimenta
pimpeano
payo
patopapao
paoloidolo
makatao
icebergdoto

Topic 13

magic
thegrefg
scope
swagg
sigma
shongxbong
joshog
lcs

Topic 14

disguisedtoast
neversayyestwitch
overpow
sleepy
shroud
silentsentry
cloakzy
dariomocciatwitch

Topic 15

tfblade
tfue
tmemoryy
twlevewinshs
towelliee
tpabomah
daltoosh
pietsmiet

Topic 16

zalae
zanoxvii
ziggydlive
zigueira
zloyn
zizaran
jovirone
portialyn

Topic 17

juke
relaxbeat
replay
rush
thump
smoke
followgrubby
hype

Topic 18

imaqtpie
imls
immarksman
imsofresh
iwilldominate
solorenektononly
iamcristinini
iamsometime

Topic 19

criticalrole
folagorlive
painlivestream
rdulive
sheriffeli
vovo
adrive
botezlive

Topic 20

mokrivskyi
penta
perxitaa
sintica
therealknossi
therealmarzaa
kephrii
lapi

Topic 21

drdisrespect
arquel
rebeudeter
itssliker
timthetatman
froggen
alderiate

Topic 22

loeya
ibai
rtainjapan
olyashaa
solaaaa
maghla
bytarifaaa

Topic 23

xchocobars
xboct
xpose
xnapycz
ziqoftw
xewer
cizzorz

Computed over the full corpus.

Record

Catalog key
twitch-streamers
Authors
Mishra, Aayush
Year
2020
License
CC0 1.0 (Kaggle) (CC0-1.0)
Records
1,000
Text corpus
channel metadata
Languages
en
Collected
2020 (2020s)
Region
Global (inferred: the platform is used worldwide)

Provenance

Originally published at
https://www.kaggle.com/datasets/aayushmishra1512/twitchdata unverified
Hosted copy
Mirrored on echo.directory on 2026-10-09, 77.1 KB 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{mishra2020twitch,
  title        = {Top Streamers on Twitch},
  author       = {Mishra, Aayush},
  year         = {2020},
  howpublished = {\url{https://www.kaggle.com/datasets/aayushmishra1512/twitchdata}}
}

APA

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

Mishra, A. (2020). Top Streamers on Twitch [Data set]. https://twitch-streamers.echo.directory/

MLA

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

Mishra, Aayush. Top Streamers on Twitch. 2020, twitch-streamers.echo.directory/.

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