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i dont think im getting my baby them white 9 he has two white j and nikes not even touched
normal
we cannot continue calling ourselves feminists if the rights of all womxn arent addressed yes to a sexual offences public list but will a trans lesbian bisexual and queer womxn be able to enter their information on the reporting sheet gender forum
normal
nawt yall niggers ignoring me
normal
<user> i am bit confused coz chinese ppl can not access twitter thn how this ching chong using it i think he pakistani πŸ€” πŸ€” πŸ€”
hatespeech
this bitch in whataburger eating a burger with no top bun and holding it palm up i hate white bitches
hatespeech
laura loomer raped me while screaming at me in her disgusting kike language and said we must exterminate the goyim laura loomer loomergate
hatespeech
and this is why i end up with nigger trainee doctors who can not speak properly lack basic knowledge of biology it truly scary if the public only knew
hatespeech
nogs jews and dykes how enriching
offensive
guilty until proven innocent unless you are a jew a nigger or a lover of both
hatespeech
tired i can not support abortion from a moral standpoint wired i can support it morally easy stop looking at those little niglets as future doctors and see them for what they really are future rapists of white women and future welfare recipient of white tax dollars and future democrat voters
hatespeech
<number> <number> <percent> of brits think multiculturalism is a failure i guess the other <percent> are happy with their muzzie master there no great in britain anymore soon big ben will be converted into a minaret
hatespeech
tariq nasheed beating the fuck out of that drum beloved lmao somebody put a biscuit in that niggas mouth already
normal
<percent> cotton thigh highs to avoid contact with any gay chemicals
normal
oomf a <number> yearl old closet gay and obsessed with me someone help
normal
all of my exes were cute but they were hoes i guess i only attract fly looking thots 😴
offensive
fellas be careful she texting other niggas
normal
italian niggas call they dick the poozingi
normal
<user> what did the old lady do was she a nazi or white supremacist
normal
<user> <user> <user> <user> <user> he married a negress because white women did not want him but black females all over america love nobama
normal
<user> condoning drug use not kike at all thanks for that disclosure
hatespeech
<user> <user> people act as if you can not say the same about the states obviously not all americans are pro guns not all americans support their government treatment of immigrants and foreigners but when it comes to israel suddenly the logic changes
normal
<user> <user> they visited helped provided food to those kps while islam c terrorist butured raped and forced them to leave their own land
normal
anyways the fact that her outfit directly violates france law abt no face coverings veils but is still headlined in paris fashion week shows that the law was never abt obscured facial identification but abt white supremacy and islamophobia
normal
lol what a stupid kike
hatespeech
it funny how people offended by the word nigger have no problem calling people nazis what the difference
normal
as much as i appreciate a format of open discussion i really just want a facebook that i can say beaner on
normal
why does anyone care what the albino nigger has to say
hatespeech
that was just a photo look up rhyan moody she was killed on thanksgiving by an illegal spic
offensive
this sounds like a kike national socialist
hatespeech
i saw a couple baums and steins in the victim list but that about it ya got more info i thought the school was half spic though
offensive
only elite looters are enriched when they import a 6 0 iq moslem onto welfare section <number> homeless vets would not need taxpayer paid classes on how to use toilets in free homes
normal
a negro moslem doctor got struck off for negligence when a white <number> year old kid with down syndrome died the guardians response is to help promote a crowd funding campaign for her
hatespeech
anyway princess sapphire of silverland is a dyke and threw the first brick at stonewall
offensive
if we could teach a giraffe to paint that would be one handy sumbitch
normal
she wanna meet carti that bitch is a barbie πŸ¦‹
normal
smiling cuz i am young black rich and i am handsome
normal
sex be so good a bitch be slow stroking and crying
offensive
bitches be so fine and got the nerve to like niggas πŸ˜’
offensive
<user> <user> yeah but as people who fall outside of society standard sexual norms maybe theres a reason a lot of queer trans ppl like to talk a bit more openly about their sexuality in certain spaces where they feel safe to do so
normal
<user> <user> <user> with a room full of white folks
normal
play one game of overwatch after a month away very first game instantly has two players calling people faggots and to kill yourself oh boy i gotta just not play this game at all anymore
normal
<user> <user> the shoe being on the other foot would mean that blacks and jews would pay high taxes to subsidies the birth of white babies
normal
<user> the irony is they are the ones whose mothers were raped by m invaders
normal
<user> <user> is a scheming fraud who fronts a hillbilly cult
normal
<user> no idea who these women are they get all the credit for jumping on after the women who been calling for impeachment take the hits and smears and told to go back to where they come from job well done unknown white congress women πŸ™„
normal
y is big baby davis a faggot on shameless doe
offensive
<user> <user> babies in cages destroying environment by rolling back regulations siding with white supremacists bad mouthing gold star families shithole countries response to puerto rico that just a few
normal
i do not blame orlando pie rats for loosing like this they are drunk from that black label πŸ˜‚ πŸ˜‚ πŸ˜‚ mtn 8 ss diski wafa wafa
normal
related instagram tags for jewelry fashionable designer trendy hairstyle fashion gram fashion blog menswear men style trend
normal
catch woahs and pull hoes
normal
niggas cry and complain so much i am starting to think you all the real females in the relationship πŸ’€
offensive
now stephanie liking this nigga shit πŸ˜” he getting mad bitches tonight
normal
remember kids the cucumber is the sluttiest vegetable
normal
<user> there was a time that they where shooting young men on demand look at my tweets i did a whole series these people are worse than the nazis and the children get raped and tortured in jail little palestinian children
normal
<user> <user> <user> like pretty much anything rooted in nostalgia even tangentially is going down the wrong path because if you are a trans woman of color or disabled queer latina you almost certainly never had all of things and in many cases had none
normal
i am going to give my fellow negroes some advice dont show up at white christian schools trying to make connections show up at because you are trying to be a christian the romans originally hated the christians they burned them at the stake and they fed them to lions
normal
you stupid motherfucking dick just why dont you over dribble your ass and get the fuck out of the club you fucking faggot <user>
hatespeech
<user> <user> <user> it was way better than sonoma if you remember your redneck jesus won the glenn also
offensive
the flag of the maga fags in all it glory it comes with nigger red shoes too
hatespeech
if i hear the phrase white privilege one more time i am going to opt to come back in my next life as a black hispanic latino illegal muslim jewish faggot feminist queer gay lesbian dike transgender piece of shit in other words everything i have not been in this life
hatespeech
just another dumb nigger
hatespeech
have you proven your gender yet nice profile pic by the way oh im a nigger too
hatespeech
they are going to figure out a way to kike bitcoin
hatespeech
<user> the cunt of a retarded nigger pissed beads of shit into asshole of a jew kike
hatespeech
ok give us your defense of nigger dogs tell us how they are not all like that lol i bet you are gonna sound just like some mudshark taking up for actual niggers lol
hatespeech
<user> white people have agency unlike mudslime sandniggers who kill random pedastrians without a voice all that is left is violence we will come for journalists and google executives first they will regret what they have done white rebellion free weev weev did nothing wrong just like hitler
hatespeech
<user> you first kike
hatespeech
jew should be hated they are a disease that needs to eradicated from among white folk they and their subhuman nigger and arab foot soldiers are the enemy their annihilation is not up for negotiation
hatespeech
all these pro white christians should be deported to africa where they belong who would come out against that these subversive pieces of shit take advantage of white civilization while opening the gates for niggers we need standards that the bottom line and these nigger level iqs are dead weight
hatespeech
yet another sand nigger slaughters innocents hey libscum i hope your sweet little tender daughters are next you brought this scum here now live with it
hatespeech
yet when a couple of filthy dykes want you to pander to their sins as you see them you must comply by law time to start organizing for yourselves no one else is gonna do it for you
hatespeech
<user> and all the animals that were killed people were horrified for their bears and coons and they call themselves liberals the definition of a liberal and feminist have changed keep your old dictionaries
normal
lol that why i wear them i have had many confrontations with the pos muzzies and black panther scum
hatespeech
reminds me of a college fundraiser to help a kike family rebuild their burnt house the father was a magistrado which is like a high court judge so they were richer than most of the other students families
offensive
damn dat wetback needs to strap in those moobs
hatespeech
i tire with you all day same just blah blah blah kike you will see it a dream cheese puff boy go bed it a school night πŸ˜‰
hatespeech
zion goes down after slipping and tearing out of his shoes he limps off on his own power jack white in to the game
normal
feisty little girl white walker giant feisty young woman the night king nuff said got
normal
has stupid rich hoe
offensive
nude pictures of older women xl sex toys online sex chat sites top <number> celebrity boobs
normal
silk sheets and diamonds all white
normal
<user> dude there all good except woah and extravagant prob weirdo hoes
normal
bro before hoe
offensive
ion hang wit bitches who niggas are insecure
offensive
cat dicks have barbs so it can scrape out competing sperm
normal
lmao the vikings suck get these niggas out of our city
normal
you niggers need to sack up and tweet nigger
hatespeech
the gap between blackpink and other artists 🀭
normal
those girls were just rude we are just saying what you were thinking bullshit they were just slandering women who are also doing the same hustle as them youtube those are really chats that they could ve done privately and kiki ed amongst themselves
normal
girls like a mix of protective let me be a slut
normal
qatar has the death penalty for homosexual activity but at the same time there are no recorded cases of executions for it which pretty much exemplifies the state of law in the middle east in theory everything is prohibited in reality most things are not
normal
that is the muzrat strategy in every country they infest
hatespeech
you are a lady uyasebenta and independent you drive a nice car you own a nice apartment you are beautiful and fun but every weekend you wake up with a different guy in bed cry and claim you were raped you do not even remember having sex with them wtf yini lenkinga i am lost
normal
pc as the group bts <user> retweet if you are an army skip and il hate you
normal
dm to paypal me faggots cash fag paypig cash master cash slave
offensive
adulting so ghetto i did not sign up for this 🀦 🏽 ‍ ♀️
normal
sorry about the nigger comment but even blacks do not like niggers
hatespeech
it officially spooky szn bitch
normal
nd only <percent> nigger but jewish culture should be taken into account here thanks jews
hatespeech
this nigger calling me juicy lips over the phone wtf
hatespeech
End of preview. Expand in Data Studio
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HateXplain: Annotated Dataset for Hate Speech and Offensive Language Explanation

HateXplain Logo

HateXplain is a benchmark dataset for hate speech and offensive language detection, uniquely annotated with explanations and rationales. It is designed to support the development of interpretable models in online content moderation.


πŸ“š Dataset Summary

  • Languages: English
  • Samples: ~20,000 social media posts
  • Annotations:
    • label: normal, offensive, or hatespeech
    • annotators: Multiple annotators per post with consensus labeling
    • rationales: Token-level binary rationales indicating why the label was chosen

πŸ“ Dataset Structure

Column Description
post_id Unique ID for each post (e.g., Twitter ID)
post_tokens List of tokenized words from the post
annotators List of dictionaries with label, annotator_id, and rationale
rationales List of lists indicating which tokens are part of the explanation

πŸ” Example Entry

{
  "post_id": "1179055004553900032_twitter",
  "post_tokens": ["i", "dont", "think", "im", "getting", "my", "baby", "them", "white", "9", "s", "for", "school"],
  "annotators": [
    {
      "label": "normal",
      "annotator_id": 1,
      "rationale": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
    }
  ],
  "rationales": []
}
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