Dataset Preview
Go to dataset viewer
count (int64)hate_speech_count (int64)offensive_language_count (int64)neither_count (int64)class (class label)tweet (string)
3
0
0
3
2 (neither)
"!!! RT @mayasolovely: As a woman you shouldn't complain about cleaning up your house. & as a man you should always take the trash out..."
3
0
3
0
1 (offensive language)
"!!!!! RT @mleew17: boy dats cold...tyga dwn bad for cuffin dat hoe in the 1st place!!"
3
0
3
0
1 (offensive language)
"!!!!!!! RT @UrKindOfBrand Dawg!!!! RT @80sbaby4life: You ever fuck a bitch and she start to cry? You be confused as shit"
3
0
2
1
1 (offensive language)
"!!!!!!!!! RT @C_G_Anderson: @viva_based she look like a tranny"
6
0
6
0
1 (offensive language)
"!!!!!!!!!!!!! RT @ShenikaRoberts: The shit you hear about me might be true or it might be faker than the bitch who told it to ya "
3
1
2
0
1 (offensive language)
"!!!!!!!!!!!!!!!!!!"@T_Madison_x: The shit just blows me..claim you so faithful and down for somebody but still fucking with hoes! 😂😂😂""
3
0
3
0
1 (offensive language)
"!!!!!!"@__BrighterDays: I can not just sit up and HATE on another bitch .. I got too much shit going on!""
3
0
3
0
1 (offensive language)
"!!!!“@selfiequeenbri: cause I'm tired of you big bitches coming for us skinny girls!!”"
3
0
3
0
1 (offensive language)
"" & you might not get ya bitch back & thats that ""
3
1
2
0
1 (offensive language)
"" @rhythmixx_ :hobbies include: fighting Mariam" bitch"
3
0
3
0
1 (offensive language)
"" Keeks is a bitch she curves everyone " lol I walked into a conversation like this. Smh"
3
0
3
0
1 (offensive language)
"" Murda Gang bitch its Gang Land ""
3
0
2
1
1 (offensive language)
"" So hoes that smoke are losers ? " yea ... go on IG"
3
0
3
0
1 (offensive language)
"" bad bitches is the only thing that i like ""
3
1
2
0
1 (offensive language)
"" bitch get up off me ""
3
0
3
0
1 (offensive language)
"" bitch nigga miss me with it ""
3
0
3
0
1 (offensive language)
"" bitch plz whatever ""
3
1
2
0
1 (offensive language)
"" bitch who do you love ""
3
0
3
0
1 (offensive language)
"" bitches get cut off everyday B ""
3
0
3
0
1 (offensive language)
"" black bottle & a bad bitch ""
3
0
3
0
1 (offensive language)
"" broke bitch cant tell me nothing ""
3
0
3
0
1 (offensive language)
"" cancel that bitch like Nino ""
3
0
3
0
1 (offensive language)
"" cant you see these hoes wont change ""
3
0
3
0
1 (offensive language)
"" fuck no that bitch dont even suck dick " 😂😂😂 the Kermit videos bout to fuck IG up"
3
0
3
0
1 (offensive language)
"" got ya bitch tip toeing on my hardwood floors " 😂 http://t.co/cOU2WQ5L4q"
3
0
2
1
1 (offensive language)
"" her pussy lips like Heaven doors " 😌"
3
0
3
0
1 (offensive language)
"" hoe what its hitting for ""
3
0
3
0
1 (offensive language)
"" i met that pussy on Ocean Dr . i gave that pussy a pill " 😌"
3
0
3
0
1 (offensive language)
"" i need a trippy bitch who fuck on Hennessy ""
3
0
3
0
1 (offensive language)
"" i spend my money how i want bitch its my business ""
3
0
3
0
1 (offensive language)
"" i txt my old bitch my new bitch pussy wetter ""
3
0
3
0
1 (offensive language)
"" i'd say im back to the old me but my old bitches would get excited " 😌"
3
0
3
0
1 (offensive language)
"" if you aint bout that Murder Game pussy nigga shut up ""
3
0
3
0
1 (offensive language)
"" if you're toes ain't done you pussy stinks ""
3
0
3
0
1 (offensive language)
"" im done with bitter bitches its a wrap for that . if you a angry bird theres a app for that ""
3
0
3
0
1 (offensive language)
"" is that ya bitch ""
3
0
3
0
1 (offensive language)
"" it aint nothing to cut a bitch off ""
3
0
3
0
1 (offensive language)
"" jus meet son now he ya mane ass bitches " #Shots"
3
0
2
1
1 (offensive language)
"" lames crying over hoes thats tears of a clown ""
3
0
3
0
1 (offensive language)
"" like Snoop said in 94 we dont love these hoes ""
3
0
1
2
2 (neither)
"" momma said no pussy cats inside my doghouse ""
3
0
3
0
1 (offensive language)
"" most hated but the hoes favorite " #2MW #SevenOne # http://t.co/BMdSVMc3rC"
3
0
3
0
1 (offensive language)
"" nice girls bad, make me get naughty. Bad yello hoe, real nice body. Down south chick, like em real thick" http://t.co/bzRDl3kF7U"
3
0
3
0
1 (offensive language)
"" pimps up pimps up hoes down " Future voice"
3
0
3
0
1 (offensive language)
"" post a picture of that pussy get 200 likes ""
3
0
3
0
1 (offensive language)
"" pussy is a powerful drug " 😅 #HappyHumpDay http://t.co/R8jsymiB5b"
3
0
3
0
1 (offensive language)
"" quick piece of pussy call it a drive by ""
3
0
3
0
1 (offensive language)
"" running round here like some brand new pussy thats bout to get fucked ""
3
0
3
0
1 (offensive language)
"" these bitches even worst they'll send them guys for you ""
3
1
2
0
1 (offensive language)
"" these hoes like niggas that spend money not talk bout it ""
3
1
2
0
1 (offensive language)
"" we dont trust these niggas all these bitches ""
3
0
3
0
1 (offensive language)
"" yall niggas b cuffing hoes cause yall aint never have bitches ""
3
0
3
0
1 (offensive language)
"" you dodge a bullet " 😅 “@DaRealKha: "All da bitches I cut off pregnant or bound to be ....thank God 🙏"”"
3
0
3
0
1 (offensive language)
"" young Pill Chamberlain these bitches love my music ""
3
0
2
1
1 (offensive language)
""😂😂😂😂😂😂😂😂😂😂😂@VandalSavage_: Teanna Trump probably cleaner than most of these twitter hoes but.........""
3
0
3
0
1 (offensive language)
""😂😂😂😂😂😂😂😂😂😂@DaHomieFuzz: Gay niggas couldn't wait to act like bitches tonight""
3
0
3
0
1 (offensive language)
""😂😂😂@The_Paradox: And ima steal his cat n replace it with a pitbull 😂😂😂😂 RT @80sbaby4life: @The_Paradox He a bitch you should do it""
3
0
3
0
1 (offensive language)
""& he's gone always be a hoe""
3
0
3
0
1 (offensive language)
""...Son of a bitch took my Tic Tacs." I like this movie."
3
0
3
0
1 (offensive language)
""..All I wanna do is get money and fuck model bitches!" - Russell Simmons"
3
0
2
1
1 (offensive language)
""@2015seniorprobs: I probably wouldn’t mind school as much if we didn’t have to deal with bitch ass teachers". Retweet"
3
0
3
0
1 (offensive language)
""@A7XDemery: I'm a fucking fag they said""
3
0
3
0
1 (offensive language)
""@ARIZZLEINDACUT: Females think dating a pussy is cute now? http://t.co/VxBJg26Gsz" how does doing this stuff make him a pussy?"
3
0
0
3
2 (neither)
""@Addicted2Guys: -SimplyAddictedToGuys http://t.co/1jL4hi8ZMF" woof woof hot scally lad"
3
0
3
0
1 (offensive language)
""@AdoreBellaaa: Have ya ever asked your bitch for other bitches - kanye voice" Yes"
3
0
3
0
1 (offensive language)
""@AdoreZoey: How u gone bring ur side bitch to a game where You know Ya gf friends at ?! 😩😩😩😩" I SWEAR!!!!!"
3
0
1
2
2 (neither)
""@AllAboutManFeet: http://t.co/3gzUpfuMev" woof woof and hot soles"
3
0
1
2
2 (neither)
""@Allyhaaaaa: Lemmie eat a Oreo & do these dishes." One oreo? Lol"
3
0
3
0
1 (offensive language)
""@Almightywayne__: @JetsAndASwisher @Gook____ bitch fuck u http://t.co/pXmGA68NC1" maybe you'll get better. Just http://t.co/TPreVwfq0S"
3
1
2
0
1 (offensive language)
""@Almightywayne__: Fuck Red Malone man bitch ass niggah" could you please use complete sentences?"
3
0
0
3
2 (neither)
""@ArizonasFinest6: Why the eggplant emoji doe?"y he say she looked like scream lmao"
3
0
3
0
1 (offensive language)
""@AutoWorId: Hennessey Venom GT 🙈 http://t.co/i8eGMnKaJ9" that's one sexy bitch"
3
0
3
0
1 (offensive language)
""@BOSSBYTCHH: Him seh me pussy wetter then a shower curtain....#ahmesehwetness"<lmao!!"
3
0
3
0
1 (offensive language)
""@BRO_HEN314: #Eaglesnation and every #Eagles need to see that pic I just posted because that bitch just said the most racist shit""
3
1
2
0
1 (offensive language)
""@BVSEDCHINK: Yo fuck skateboarding, all y'all some wood pushing faggots man, ball is life http://t.co/VBCzP6HMT7" @AmJemieBenn"
3
0
1
2
2 (neither)
""@BabyAnimalPics: baby monkey bathtime http://t.co/7KPWAdLF0R" Awwwwe! This is soooo ADORABLE!"
3
0
3
0
1 (offensive language)
""@BaylaaGottaBody: 😂😂😂😂 I ain't shit ." Damn Skippy lol"
3
1
2
0
1 (offensive language)
""@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"
3
0
3
0
1 (offensive language)
""@BeenBasedB: @_KudaBrazyy http://t.co/LuUBGL9Y5u" 0 rings 0 mvps 0 bitches lol"
3
1
2
0
1 (offensive language)
""@BeenFLYnSolo: ppl talk bad about the ghetto/hood ... but as a kid growing up, a nigga had funnnnnnn !""
9
0
7
2
1 (offensive language)
""@BestProAdvice: The facts on tattoos...tattoo http://t.co/ZwnbhpDZ8e" he's a pussy with not tattooing them nipples"
3
0
3
0
1 (offensive language)
""@Bill215_: 💯💯💯 RT @nel_ayden Bitches be wanting to act like niggas so bad 😩😩😩 that shit aint cuteeeee" but niggas act like bitches.."
3
0
3
0
1 (offensive language)
""@BitchJones92: Get worshiping bitch! http://t.co/R37CejCjou" woof woof"
3
1
2
0
1 (offensive language)
""@BlackChiquitita: Wow. RT @thatmanpalmer I'm lost. Are those buttcheek piercings? http://t.co/yn6guyOUQ6" yeah she's a hoe"
3
0
3
0
1 (offensive language)
""@BlackNerdJade: Ok, sis." She'd rather be a broke bitch? *shrugs* she'll have to tell me how it works for her"
3
2
1
0
0 (hate speech)
""@Blackman38Tide: @WhaleLookyHere @HowdyDowdy11 queer" gaywad"
3
0
3
0
1 (offensive language)
""@BrokenPiecesmsc: @ItsNotAdam faggot read my tweets after dat k" it wasn't even funny lol"
3
0
3
0
1 (offensive language)
""@BrosConfessions: This bitch was so ungrateful http://t.co/06e77bGwbx" fr ..... LULWHORE"
3
0
3
0
1 (offensive language)
""@CASHandBOOBIES: I been kidnapped yo bitch""
3
3
0
0
0 (hate speech)
""@CB_Baby24: @white_thunduh alsarabsss" hes a beaner smh you can tell hes a mexican"
3
1
2
0
1 (offensive language)
""@CCobey: @AydanMcCoy happy birthday nigs" Thanks yo"
6
1
5
0
1 (offensive language)
""@CHlLDHOODRUINER: when ur teacher tells u that u have homework https://t.co/RKk5vawIj1" this bitch need to go!!!"
3
1
2
0
1 (offensive language)
""@CaelanG15: "@22EdHam: @CaelanG15 that nigga was eating that hoe lol" Hell Yea lol john Paul" nigga said john paul.. http://t.co/OSIpBKPr9h"
3
0
3
0
1 (offensive language)
""@CanIFuckOrNah: What would y'all lil ugly bald headed bitches do if they stop making make-up & weave?""
3
1
2
0
1 (offensive language)
""@CarelessOne92: Leafs better win this damn game so I can go riot and shit #EarlyChristmas" you better start looting my nig"
3
0
3
0
1 (offensive language)
""@CauseWereGuys: Going back to school sucks more dick than the hoes who attend it.""
3
0
3
0
1 (offensive language)
""@CauseWereGuys: On my way to fuck yo bitch http://t.co/j906T5zE2R" me as a 9 year old"
3
0
3
0
1 (offensive language)
""@CeleyNichole: @white_thunduh how come you never bring me food" i dont have a car retard"
3
0
3
0
1 (offensive language)
""@ChadMFVerbeck: If Richnow doesn't show up with hella tinder hoes Im not his friend anymore" chill I brought like like 8 prople"
3
1
2
0
1 (offensive language)
""@ChandlerParsons: How bout them Cowboys!!!!" Shutup pussy"
End of preview (truncated to 100 rows)

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.