sileod/deberta-v3-base-tasksource-nli
Zero-Shot Classification
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0.2B
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Updated
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376k
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128
Datasets:
Tasks:
Text Classification
Formats:
parquet
Languages:
English
Size:
10K - 100K
ArXiv:
Tags:
hate-speech-detection
License:
Dataset Viewer
count
int64 3
9
| hate_speech_count
int64 0
7
| offensive_language_count
int64 0
9
| neither_count
int64 0
9
| class
class label 3
classes | tweet
stringlengths 5
754
|
|---|---|---|---|---|---|
3 | 0 | 0 | 3 | 2neither
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!!! RT @mayasolovely: As a woman you shouldn't complain about cleaning up your house. & as a man you should always take the trash out...
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3 | 0 | 3 | 0 | 1offensive language
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!!!!! RT @mleew17: boy dats cold...tyga dwn bad for cuffin dat hoe in the 1st place!!
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3 | 0 | 3 | 0 | 1offensive language
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!!!!!!! RT @UrKindOfBrand Dawg!!!! RT @80sbaby4life: You ever fuck a bitch and she start to cry? You be confused as shit
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3 | 0 | 2 | 1 | 1offensive language
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!!!!!!!!! RT @C_G_Anderson: @viva_based she look like a tranny
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6 | 0 | 6 | 0 | 1offensive language
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!!!!!!!!!!!!! RT @ShenikaRoberts: The shit you hear about me might be true or it might be faker than the bitch who told it to ya 
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3 | 1 | 2 | 0 | 1offensive language
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!!!!!!!!!!!!!!!!!!"@T_Madison_x: The shit just blows me..claim you so faithful and down for somebody but still fucking with hoes! 😂😂😂"
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3 | 0 | 3 | 0 | 1offensive language
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!!!!!!"@__BrighterDays: I can not just sit up and HATE on another bitch .. I got too much shit going on!"
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3 | 0 | 3 | 0 | 1offensive language
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!!!!“@selfiequeenbri: cause I'm tired of you big bitches coming for us skinny girls!!”
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3 | 0 | 3 | 0 | 1offensive language
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" & you might not get ya bitch back & thats that "
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3 | 1 | 2 | 0 | 1offensive language
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" @rhythmixx_ :hobbies include: fighting Mariam"
bitch
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3 | 0 | 3 | 0 | 1offensive language
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" Keeks is a bitch she curves everyone " lol I walked into a conversation like this. Smh
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3 | 0 | 3 | 0 | 1offensive language
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" Murda Gang bitch its Gang Land "
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3 | 0 | 2 | 1 | 1offensive language
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" So hoes that smoke are losers ? " yea ... go on IG
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3 | 0 | 3 | 0 | 1offensive language
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" bad bitches is the only thing that i like "
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3 | 1 | 2 | 0 | 1offensive language
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" bitch get up off me "
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3 | 0 | 3 | 0 | 1offensive language
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" bitch nigga miss me with it "
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3 | 0 | 3 | 0 | 1offensive language
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" bitch plz whatever "
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3 | 1 | 2 | 0 | 1offensive language
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" bitch who do you love "
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3 | 0 | 3 | 0 | 1offensive language
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" bitches get cut off everyday B "
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3 | 0 | 3 | 0 | 1offensive language
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" black bottle & a bad bitch "
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3 | 0 | 3 | 0 | 1offensive language
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" broke bitch cant tell me nothing "
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3 | 0 | 3 | 0 | 1offensive language
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" cancel that bitch like Nino "
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3 | 0 | 3 | 0 | 1offensive language
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" cant you see these hoes wont change "
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3 | 0 | 3 | 0 | 1offensive language
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" fuck no that bitch dont even suck dick " 😂😂😂 the Kermit videos bout to fuck IG up
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3 | 0 | 3 | 0 | 1offensive language
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" got ya bitch tip toeing on my hardwood floors " 😂 http://t.co/cOU2WQ5L4q
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3 | 0 | 2 | 1 | 1offensive language
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" her pussy lips like Heaven doors " 😌
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3 | 0 | 3 | 0 | 1offensive language
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" hoe what its hitting for "
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3 | 0 | 3 | 0 | 1offensive language
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" i met that pussy on Ocean Dr . i gave that pussy a pill " 😌
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3 | 0 | 3 | 0 | 1offensive language
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" i need a trippy bitch who fuck on Hennessy "
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3 | 0 | 3 | 0 | 1offensive language
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" i spend my money how i want bitch its my business "
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3 | 0 | 3 | 0 | 1offensive language
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" i txt my old bitch my new bitch pussy wetter "
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3 | 0 | 3 | 0 | 1offensive language
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" i'd say im back to the old me but my old bitches would get excited " 😌
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3 | 0 | 3 | 0 | 1offensive language
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" if you aint bout that Murder Game pussy nigga shut up "
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3 | 0 | 3 | 0 | 1offensive language
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" if you're toes ain't done you pussy stinks "
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3 | 0 | 3 | 0 | 1offensive language
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" im done with bitter bitches its a wrap for that . if you a angry bird theres a app for that "
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3 | 0 | 3 | 0 | 1offensive language
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" is that ya bitch "
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3 | 0 | 3 | 0 | 1offensive language
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" it aint nothing to cut a bitch off "
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3 | 0 | 3 | 0 | 1offensive language
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" jus meet son now he ya mane ass bitches " #Shots
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3 | 0 | 2 | 1 | 1offensive language
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" lames crying over hoes thats tears of a clown "
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3 | 0 | 3 | 0 | 1offensive language
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" like Snoop said in 94 we dont love these hoes "
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3 | 0 | 1 | 2 | 2neither
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" momma said no pussy cats inside my doghouse "
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3 | 0 | 3 | 0 | 1offensive language
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" most hated but the hoes favorite " #2MW #SevenOne # http://t.co/BMdSVMc3rC
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3 | 0 | 3 | 0 | 1offensive language
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" nice girls bad, make me get naughty. Bad yello hoe, real nice body. Down south chick, like em real thick" http://t.co/bzRDl3kF7U
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3 | 0 | 3 | 0 | 1offensive language
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" pimps up pimps up hoes down " Future voice
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3 | 0 | 3 | 0 | 1offensive language
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" post a picture of that pussy get 200 likes "
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3 | 0 | 3 | 0 | 1offensive language
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" pussy is a powerful drug " 😅 #HappyHumpDay http://t.co/R8jsymiB5b
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3 | 0 | 3 | 0 | 1offensive language
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" quick piece of pussy call it a drive by "
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3 | 0 | 3 | 0 | 1offensive language
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" running round here like some brand new pussy thats bout to get fucked "
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3 | 0 | 3 | 0 | 1offensive language
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" these bitches even worst they'll send them guys for you "
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3 | 1 | 2 | 0 | 1offensive language
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" these hoes like niggas that spend money not talk bout it "
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3 | 1 | 2 | 0 | 1offensive language
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" we dont trust these niggas all these bitches "
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3 | 0 | 3 | 0 | 1offensive language
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" yall niggas b cuffing hoes cause yall aint never have bitches "
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3 | 0 | 3 | 0 | 1offensive language
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" you dodge a bullet " 😅 “@DaRealKha: "All da bitches I cut off pregnant or bound to be ....thank God 🙏"”
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3 | 0 | 3 | 0 | 1offensive language
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" young Pill Chamberlain these bitches love my music "
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3 | 0 | 2 | 1 | 1offensive language
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"😂😂😂😂😂😂😂😂😂😂😂@VandalSavage_: Teanna Trump probably cleaner than most of these twitter hoes but........."
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3 | 0 | 3 | 0 | 1offensive language
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"😂😂😂😂😂😂😂😂😂😂@DaHomieFuzz: Gay niggas couldn't wait to act like bitches tonight"
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3 | 0 | 3 | 0 | 1offensive language
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"😂😂😂@The_Paradox: And ima steal his cat n replace it with a pitbull 😂😂😂😂 RT @80sbaby4life: @The_Paradox He a bitch you should do it"
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3 | 0 | 3 | 0 | 1offensive language
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"& he's gone always be a hoe"
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3 | 0 | 3 | 0 | 1offensive language
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"...Son of a bitch took my Tic Tacs."
I like this movie.
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3 | 0 | 3 | 0 | 1offensive language
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"..All I wanna do is get money and fuck model bitches!" - Russell Simmons
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3 | 0 | 2 | 1 | 1offensive language
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"@2015seniorprobs: I probably wouldn’t mind school as much if we didn’t have to deal with bitch ass teachers". Retweet
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3 | 0 | 3 | 0 | 1offensive language
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"@A7XDemery: I'm a fucking fag they said"
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3 | 0 | 3 | 0 | 1offensive language
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"@ARIZZLEINDACUT: Females think dating a pussy is cute now? http://t.co/VxBJg26Gsz" how does doing this stuff make him a pussy?
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3 | 0 | 0 | 3 | 2neither
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"@Addicted2Guys: -SimplyAddictedToGuys http://t.co/1jL4hi8ZMF" woof woof hot scally lad
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3 | 0 | 3 | 0 | 1offensive language
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"@AdoreBellaaa: Have ya ever asked your bitch for other bitches - kanye voice" Yes
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3 | 0 | 3 | 0 | 1offensive language
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"@AdoreZoey: How u gone bring ur side bitch to a game where You know Ya gf friends at ?! 😩😩😩😩" I SWEAR!!!!!
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3 | 0 | 1 | 2 | 2neither
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"@AllAboutManFeet: http://t.co/3gzUpfuMev" woof woof and hot soles
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3 | 0 | 1 | 2 | 2neither
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"@Allyhaaaaa: Lemmie eat a Oreo & do these dishes." One oreo? Lol
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3 | 0 | 3 | 0 | 1offensive language
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"@Almightywayne__: @JetsAndASwisher @Gook____ bitch fuck u http://t.co/pXmGA68NC1" maybe you'll get better. Just http://t.co/TPreVwfq0S
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3 | 1 | 2 | 0 | 1offensive language
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"@Almightywayne__: Fuck Red Malone man bitch ass niggah" could you please use complete sentences?
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3 | 0 | 0 | 3 | 2neither
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"@ArizonasFinest6: Why the eggplant emoji doe?"y he say she looked like scream lmao
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3 | 0 | 3 | 0 | 1offensive language
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"@AutoWorId: Hennessey Venom GT 🙈 http://t.co/i8eGMnKaJ9" that's one sexy bitch
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3 | 0 | 3 | 0 | 1offensive language
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"@BOSSBYTCHH: Him seh me pussy wetter then a shower curtain....#ahmesehwetness"<lmao!!
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3 | 0 | 3 | 0 | 1offensive language
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"@BRO_HEN314: #Eaglesnation and every #Eagles need to see that pic I just posted because that bitch just said the most racist shit"
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3 | 1 | 2 | 0 | 1offensive language
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"@BVSEDCHINK: Yo fuck skateboarding, all y'all some wood pushing faggots man, ball is life http://t.co/VBCzP6HMT7"
@AmJemieBenn
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3 | 0 | 1 | 2 | 2neither
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"@BabyAnimalPics: baby monkey bathtime http://t.co/7KPWAdLF0R"
Awwwwe! This is soooo ADORABLE!
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3 | 0 | 3 | 0 | 1offensive language
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"@BaylaaGottaBody: 😂😂😂😂 I ain't shit ." Damn Skippy lol
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3 | 1 | 2 | 0 | 1offensive language
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"@BeEasyJrizzy: u ever kill a ant on the sidewalk and think damn what if that nigga was on his way to get some pussy"No bs must b >30%chance
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3 | 0 | 3 | 0 | 1offensive language
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"@BeenBasedB: @_KudaBrazyy http://t.co/LuUBGL9Y5u" 0 rings 0 mvps 0 bitches lol
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3 | 1 | 2 | 0 | 1offensive language
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"@BeenFLYnSolo: ppl talk bad about the ghetto/hood ... but as a kid growing up, a nigga had funnnnnnn !"
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9 | 0 | 7 | 2 | 1offensive language
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"@BestProAdvice: The facts on tattoos...tattoo http://t.co/ZwnbhpDZ8e" he's a pussy with not tattooing them nipples
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3 | 0 | 3 | 0 | 1offensive language
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"@Bill215_: 💯💯💯 RT @nel_ayden Bitches be wanting to act like niggas so bad 😩😩😩 that shit aint cuteeeee" but niggas act like bitches..
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3 | 0 | 3 | 0 | 1offensive language
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"@BitchJones92: Get worshiping bitch! http://t.co/R37CejCjou" woof woof
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3 | 1 | 2 | 0 | 1offensive language
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"@BlackChiquitita: Wow. RT @thatmanpalmer I'm lost. Are those buttcheek piercings? http://t.co/yn6guyOUQ6" yeah she's a hoe
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3 | 0 | 3 | 0 | 1offensive language
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"@BlackNerdJade: Ok, sis." She'd rather be a broke bitch? *shrugs* she'll have to tell me how it works for her
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3 | 2 | 1 | 0 | 0hate speech
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"@Blackman38Tide: @WhaleLookyHere @HowdyDowdy11 queer" gaywad
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3 | 0 | 3 | 0 | 1offensive language
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"@BrokenPiecesmsc: @ItsNotAdam faggot read my tweets after dat k" it wasn't even funny lol
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3 | 0 | 3 | 0 | 1offensive language
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"@BrosConfessions: This bitch was so ungrateful http://t.co/06e77bGwbx" fr ..... LULWHORE
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3 | 0 | 3 | 0 | 1offensive language
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"@CASHandBOOBIES: I been kidnapped yo bitch"
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3 | 3 | 0 | 0 | 0hate speech
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"@CB_Baby24: @white_thunduh alsarabsss" hes a beaner smh you can tell hes a mexican
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3 | 1 | 2 | 0 | 1offensive language
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"@CCobey: @AydanMcCoy happy birthday nigs" Thanks yo
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6 | 1 | 5 | 0 | 1offensive language
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"@CHlLDHOODRUINER: when ur teacher tells u that u have homework https://t.co/RKk5vawIj1" this bitch need to go!!!
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3 | 1 | 2 | 0 | 1offensive language
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"@CaelanG15: "@22EdHam: @CaelanG15 that nigga was eating that hoe lol" Hell Yea lol john Paul" nigga said john paul.. http://t.co/OSIpBKPr9h
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3 | 0 | 3 | 0 | 1offensive language
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"@CanIFuckOrNah: What would y'all lil ugly bald headed bitches do if they stop making make-up & weave?"
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3 | 1 | 2 | 0 | 1offensive language
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"@CarelessOne92: Leafs better win this damn game so I can go riot and shit #EarlyChristmas" you better start looting my nig
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3 | 0 | 3 | 0 | 1offensive language
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"@CauseWereGuys: Going back to school sucks more dick than the hoes who attend it."
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3 | 0 | 3 | 0 | 1offensive language
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"@CauseWereGuys: On my way to fuck yo bitch http://t.co/j906T5zE2R" me as a 9 year old
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3 | 0 | 3 | 0 | 1offensive language
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"@CeleyNichole: @white_thunduh how come you never bring me food" i dont have a car retard
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3 | 0 | 3 | 0 | 1offensive language
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"@ChadMFVerbeck: If Richnow doesn't show up with hella tinder hoes Im not his friend anymore" chill I brought like like 8 prople
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3 | 1 | 2 | 0 | 1offensive language
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"@ChandlerParsons: How bout them Cowboys!!!!" Shutup pussy
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Dataset Card for [Dataset Name]
Dataset Summary
An annotated dataset for hate speech and offensive language detection on tweets.
Supported Tasks and Leaderboards
[More Information Needed]
Languages
English (en)
Dataset Structure
Data Instances
{
"count": 3,
"hate_speech_annotation": 0,
"offensive_language_annotation": 0,
"neither_annotation": 3,
"label": 2, # "neither"
"tweet": "!!! RT @mayasolovely: As a woman you shouldn't complain about cleaning up your house. & as a man you should always take the trash out...")
}
Data Fields
count: (Integer) number of users who coded each tweet (min is 3, sometimes more users coded a tweet when judgments were determined to be unreliable,
hate_speech_annotation: (Integer) number of users who judged the tweet to be hate speech,
offensive_language_annotation: (Integer) number of users who judged the tweet to be offensive,
neither_annotation: (Integer) number of users who judged the tweet to be neither offensive nor non-offensive,
label: (Class Label) class label for majority of CF users (0: 'hate-speech', 1: 'offensive-language' or 2: 'neither'),
tweet: (string)
Data Splits
This dataset is not splitted, only the train split is available.
Dataset Creation
Curation Rationale
[More Information Needed]
Source Data
Initial Data Collection and Normalization
[More Information Needed]
Who are the source language producers?
[More Information Needed]
Annotations
Annotation process
[More Information Needed]
Who are the annotators?
[More Information Needed]
Personal and Sensitive Information
Usernames are not anonymized in the dataset.
Considerations for Using the Data
Social Impact of Dataset
[More Information Needed]
Discussion of Biases
[More Information Needed]
Other Known Limitations
[More Information Needed]
Additional Information
Dataset Curators
[More Information Needed]
Licensing Information
MIT License
Citation Information
@inproceedings{hateoffensive, title = {Automated Hate Speech Detection and the Problem of Offensive Language}, author = {Davidson, Thomas and Warmsley, Dana and Macy, Michael and Weber, Ingmar}, booktitle = {Proceedings of the 11th International AAAI Conference on Web and Social Media}, series = {ICWSM '17}, year = {2017}, location = {Montreal, Canada}, pages = {512-515} }
Contributions
Thanks to @hugoabonizio for adding this dataset.
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Homepage:
github.com
Repository:
github.com
Paper:
arxiv.org
Leaderboard:
Leaderboard:
Point of Contact:
docs.google.com
Size of downloaded dataset files:
1.63 MB
Size of the auto-converted Parquet files:
1.63 MB
Number of rows:
24,783
