Datasets:
tweet
stringlengths 3
314
⌀ | label
int64 0
1
| categories
stringclasses 9
values |
|---|---|---|
krazy i dont always get drunk and pass out but when i do when did they start making colored duct tape | 0 | null |
white kids favorite activities calling people niggers on xboxfucking their pet shooting up their school | 1 | Race |
maam did you clear that tweet with the careful they may brand you race traitor for the nerve of thinking | 0 | null |
wth is that playing missy i mean seriously rt republicann this movie gone be trash | 0 | null |
he promised to stand with the muzzies so | 0 | null |
now that halloween is fast approaching please understand this we are a culture not a costume to mock and ridicule | 0 | null |
oscar taveras went yardie in his nd career mlb at bat what a stud | 0 | null |
nigger | 1 | Race |
yall hire colored folk only work half da day and throw da mail in da sewer if we aint done | 1 | Race |
aight game over dykes had to ruin it | 1 | Sexual Orientation |
rt carrot cake is trash too sweet | 0 | null |
taking out the trash at night | 0 | null |
tajiana only fuck niggas would wanna continue to mess with these messy ass bitches vs somebody who has been down for them all a | 1 | Gender |
bizarre sports week in cle win a game that felt like a lossfailed exbrowns qbs duel each other and lose ho | 0 | null |
if youve ever been to drunk to fish you might be a redneck | 0 | null |
askdrmann is having no amici briefs filed on your behalf kind of like charlie brown never ever getting any valentin | 0 | null |
cant take u coons nowhere amp i mean nowhere | 1 | Race |
bathing sphere suspended orb tub not for shy people bathing design weird and yet cool | 0 | null |
escobar too make up for your yellow chompers candyass | 0 | null |
royals milwaukee let yost gonow they wished they hadnt cause they suckhow about nowhes the guy win or lose yankees fire girardi yost | 0 | null |
i really get upset when my lightskin friends have another cute dark skin sidekicklike im supposed to be the only cute darkie u hang wit | 1 | Race |
gt tragedy smh rt niggas dont know you but will throw dirt on your name for the pussy you h | 1 | Gender |
drita is that nicca lmao | 0 | null |
so am i the only cracker up playing his guitar thank you rick on this saturday night | 0 | null |
between this trend and the vines acting like women its like niggas couldnt wait to be faggots | 1 | Sexual Orientation |
straight off the bench ned worldcup | 0 | null |
likecharlie chanstyle never saw that either hmmmakes me think of the cockneys in the killzone series | 0 | null |
cant stop eating graham crackers | 0 | null |
well we sure as heck know how to read im reading the trash right now and almost everything ive heard on the web | 0 | null |
mcadams because ians retarded | 1 | Disability |
i hate you niccas lol | 1 | Race |
best asian massage on the brooklyn park slope top rated spa | 0 | null |
ruth im a little teapot short and irish artist of the year amasemabiggestfansd | 0 | null |
westt birds of a feather | 0 | null |
marc trash | 0 | null |
ima trash in fantasy | 0 | null |
if yer gonna continue to be a contrarian bitch go die then ive no time for such trifling | 1 | Gender |
stay warm beanies sweaterweather bootyever | 0 | null |
lol nicca dime game got soo much clout niccas goin to da store to buy sum dice | 1 | Gender |
shy singer surprises and melts simons heart this was so damn beautiful i almost cried | 0 | null |
quote this with a weezy verse im a diamond in the rough like a baby in the trash | 0 | null |
isnt that kind of saying the braves wont make it to the world series lol | 0 | null |
this is why charlie sheen is an idol | 0 | null |
just hit in flappy bird | 0 | null |
hope gezus gets shot in his faggot head houston nbombs | 1 | Sexual Orientation |
the redskins just begging to lose this game smh | 0 | null |
that peppers slant was a geniuscrazy call genius if he catches it crazy if he drops it then blow a to then get sack | 0 | null |
phillip rivers look like he almost wants to call dude a nigger for that bad play | 1 | Race |
i hope you get better soon colds are for the birds | 0 | null |
californias biggest retards dont forget about holy who just released an amazing ep | 1 | Disability |
after deztinis session we needed this lmao jk girl good yob lol | 0 | null |
this does create a slippery slope tho players gonna have to watch they mouth too no tolerance for ignorance anymore | 0 | null |
early bird get the worm | 0 | null |
so you about to purpose to charlie | 0 | null |
on the east coast theres colored hair everywhere this must be the sweetest wave ever | 0 | null |
scott walker investigate christies bridgegate perrys drunk monkey dem dagate all men innocent all threats to left | 0 | null |
smuggled letter by gaza tunnel digger details suffering under hamas rule via | 0 | null |
southwest airlines is like driving in a mini van with your white trash cousins who love to huff paint thinner before before working | 1 | Class |
the afc was trash last season especially the afc south jags could make a playoff push if they have a great draft not jo | 0 | null |
vin scully once called me a camel jockey liesaboutvinscully | 1 | Ethnicity |
black bitches dont be kickin up in our school bitches still comin wit durags still on they head nd shit | 1 | Race |
leo get the fuck off of vine you fag | 1 | Sexual Orientation |
bitch youre the ugliest cunt ever | 1 | Physical Appearance |
thats true in some ways gaming is very broad now a days tho everyone is a gamer with candy crush and angry birds | 0 | null |
yongguk i saw an ajumma walk out in the beginning saying wow this is so trash that i cant even listen to it lmaoo | 0 | null |
you may be redneck if you put steak seasoning on popcorn | 0 | null |
naah da twitter bird | 0 | null |
so who wants to tell the washington post that charlie crist is a democrat | 0 | null |
chilling sexy scally lad | 0 | null |
charlie jacobs got confused about the ice bucket challenge and instead dumped a bucket of diamonds on his head | 0 | null |
greenyellow fuel pumpgtgtgtgtgtdieselstation | 0 | null |
hot isis social media photo laughing jihadis get baby to kick severed head warning graphic lnyhbt tgdn | 0 | null |
dumpster rt gahbage rt sirhampton chicks that smoke are trash no in between no debate | 0 | null |
yankees great joe dimaggio reportedly used to beat wife marilyn monroe here she is in announcing divorce | 0 | null |
doesnt it always feel like we go into the season with offensive concepts that we inevitably trash and then we get good | 0 | null |
so trash | 0 | null |
your pathetic plan failed enjoy my phone you fucking monkey let me see your ass at benton park you wanna talk shit ill carve your face | 1 | Physical Appearance |
i dont fuck with bitch niggas i only fuck niggas bitches | 1 | Gender |
nah its you justmilz yo i thought some photoshopped my face on that faggot smmfhi hate yall | 1 | Sexual Orientation |
kentucky fried cater to da white folk no colored menu | 0 | null |
wntfold you tell me coon | 1 | Race |
stayin up late to watch ichiro yankees | 0 | null |
hey sir house nigger uncle tom arent you from grand ole mississippi i rest my case | 1 | Race |
dont believe aps hohum tone latest poll is great news for republicans hot air | 0 | null |
trash | 0 | null |
youre a faggot if you use the cover your face emoji | 1 | Sexual Orientation |
i know how you feeli never thought id see the sox win in my lifetime hope you can use ants yankees hook up to see a game | 0 | null |
hi charlie have a great day | 0 | null |
me waiting on you to take me to ny with you to get my nips pierced | 0 | null |
bandana orian they called me trailer trash for wearing my lil country getup | 0 | null |
rawr rt my sexy french scally i love him frenchscally sexy scally woof woof | 0 | null |
ryan i dont hate the japs but i aint forgetting gettin japped either | 1 | Race |
i i havent watched a single episode of lhhny however im watching the reunion this coon shit i mean the levels of ratcheticity | 0 | null |
stateoftheunion would last mins if they let the president talk all that standing up clapping is for the birds | 0 | null |
yellow shirt hat turnt to da side | 0 | null |
jihadis specifically asking for international schools in saudi to be targeted realthreat | 0 | null |
absolutely absurd that they even had to think about that call joke zebras | 0 | null |
he looks like a fag and his time line is boring zzzzzz | 1 | Sexual Orientation |
look at this little faggot tell her shes beautiful as much as you can itll make her smile | 1 | Sexual Orientation |
one of my cats killed a baby bird and a cardinal | 0 | null |
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Dataset Card for Dataset Name
The dataset is designed to analyze and address hate speech within online platforms. It consists of two sets: the training and testing sets. The two datasets have been labeled and categorized instances of hate speech into nine distinct categories.
Dataset Description
The dataset comprises three key features: tweets, labels (with hate speech denoted as 1 and non-hate speech as 0), and categories (behavior, class, disability, ethnicity, gender, physical appearance, race, religion, sexual orientation).
- Training set: contains a total of 5679 tweets (Hate Speech: 1516 / Non Hate Speech: 4163), and the number of hate speech in each category is not equally distributed.
- Testing set: contains a total of 1000 tweets (Hate Speech: 500 / Non Hate Speech: 500), and the number of hate speech in each category is generally even.
Uses
This dataset can be utilized for various purposes, including but not limited to:
- Developing and training machine learning models for hate speech detection.
- Analyzing the prevalence and patterns of hate speech across different categories.
- Understanding the challenges associated with categorizing hate speech on social media platforms.
Check it out for the example project!
Source Data
The dataset utilized in this study is sourced from Kaggle and named the Hate Speech and Offensive Language dataset. Hate speech instances are identified by selecting tweets within the "class" column.
Annotations
Category labels were generated through an OpenAI API call employing the GPT-3.5 model. It's important to note the instability in category predictions when utilizing GPT-3.5 for label generation, as it tends to predict different categories each time. However, we have confirmed that these tweets were labeled correctly. If there are any misclassified labels, please feel free to reach out. Thank you in advance for your assistance.
Dataset Card Contact
Please feel free to contact me via wh476@cornell.edu!
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